Minimize Landsat-8

Landsat-8 / LDCM (Landsat Data Continuity Mission)

Spacecraft    Launch    Mission Status    Sensor Complement    Ground Segment    References

The Landsat spacecraft series of NASA represents the longest continuous Earth imaging program in history, starting with the launch of Landsat-1 in 1972 through Landsat-7 with the ETM+ imager (launch April 15, 1999). With the evolution of the program has come an increased emphasis on the scientific utility of the data accompanied by more stringent requirements for instrument and data characterization, calibration and validation. This trend continues with LDCM, the next mission in the Landsat sequence. The enhancements of the Landsat-7 system, e.g., more on-board calibration hardware and an image assessment system and personnel, have been retained and improved, where required, for LDCM. Aspects of the calibration requirements are spread throughout the mission, including the instrument and its characterization, the spacecraft, operations and the ground system. 1) 2)

The following are the major mission objectives: 3)

• Collect and archive moderate-resolution, reflective multispectral image data affording seasonal coverage of the global land mass for a period of no less than five years.

• Collect and archive moderate-resolution, thermal multispectral image data affording seasonal coverage of the global land mass for a period of no less than three years.

• Ensure that LDCM data are sufficiently consistent with data from the earlier Landsat missions, in terms of acquisition geometry, calibration, coverage characteristics, spectral and spatial characteristics, output product quality, and data availability to permit studies of land cover and land use change over multi-decadal periods.

• Distribute standard LDCM data products to users on a nondiscriminatory basis and at no cost to the users.

Background: In 2002, the Landsat program had its 30th anniversary of providing satellite remote sensing information to the world; indeed a record history of service with the longest continuous spaceborne optical medium-resolution imaging dataset available anywhere. The imagery has been and is being used for a multitude of land surface monitoring tasks covering a broad spectrum of resource management and global change issues and applications.

In 1992 the US Congress noted that Landsat commercialization had not worked and brought Landsat back into the government resulting in the launches of Landsat 6 (which failed on launch) and Landsat 7. However there was still much conflict within the government over how to continue the program.

In view of the outstanding value of the data to the user community as a whole, NASA and USGS (United States Geological Survey) were working together (planning, rule definition, forum of ideas and discussion among all parties involved, coordination) on the next generation of the Landsat series satellites, referred to as LDCM (Landsat Data Continuity Mission). The overall timeline foresaw a formulation phase until early 2003, followed by an implementation phase until 2006. The goal was to acquire the first LDCM imagery in 2007 - to ensure the continuity of the Landsat dataset [185 km swath width, 15 m resolution (Pan) and a new set of spectral bands]. 4) 5) 6) 7) 8) 9) 10) 11)

The LDCM project suffered some setbacks on its way to realization resulting in considerable delays:

• An initial major programmatic objective of LDCM was to explore the use of imagery purchases from a commercial satellite system in the next phase of the Landsat program. In March 2002, NASA awarded two study contracts to: a) Resource21 LLC. of Englewood, CO, and b) DigitalGlobe Inc. of Longmont, CO. The aim was to formulate a proper requirements set and an implementation scenario (options) for LDCM. NASA envisioned a PPP (Public Private Partnership) program in which the satellite system was going to be owned and operated commercially. A contract was to be awarded in the spring of 2003. - However, it turned out that DigitalGlobe lost interest and dropped out of the race. And the bid of Resource21 turned out to be too high for NASA to be considered.

• In 2004, NASA was directed by the OSTP (Office of Science and Technology Policy) to fly a Landsat instrument on the new NPOESS satellite series of NOAA.

• In Dec. 2005, a memorandum with the tittle "Landsat Data Continuity Strategy Adjustment" was released by the OSTP which directed NASA to acquire a free-flyer spacecraft for LDCM - thus, superseding the previous direction to fly a Landsat sensor on NPOESS. 12)

However, the matter was not resolved until 2007 when it was determined that NASA would procure the next mission, the LDCM, and that the USGS would operate it as well as determine all future Earth observation missions. This decision means that Earth observation has found a home in an operating agency whose mission is directly concerned with the mapping and analysis of the Earth's surface allowing NASA to focus on advancing space technologies and the future of man in space.

Overall science objectives of the LDCM imager observations are:

• To permit change detection analysis and to ensure consistency of the LDCM data with the Landsat series data

• To provide global coverage of the Earth's land surfaces on a seasonal basis

• To acquire imagery at spatial, spectral and temporal resolutions sufficient to characterize and understand the causes and consequences of change

• To make the data available to the user community.

The procurement approach for the LDCM project represents a departure from a conventional NASA mission. NASA traditionally specifies the design of the spacecraft, instruments, and ground systems acquiring data for its Earth science missions. For LDCM, NASA and USGS (the science and technology agency of the Department of the Interior, DOI) have instead specified the content, quantity, and characteristics of data to be delivered.


Figure 1: History of the Landsat program (image credit: NASA) 13)

Legend to Figure 1: The small white arrow within the Landsat-7 arrow on this timeline indicates the collection of data without the Scan Line Corrector.

"The Landsat series of satellites is a cornerstone of our Earth observing capability. The world relies on Landsat data to detect and measure land cover/land use change, the health of ecosystems, and water availability," NASA Administrator Charles Bolden told the Subcommittee on Space Committee on Science, Space and Technology U.S House of Representatives in April 2015.

"With a launch in 2023, Landsat-9 would propel the program past 50 years of collecting global land cover data," said Jeffrey Masek, Landsat-9 Project Scientist at Goddard. "That's the hallmark of Landsat: the longer the satellites view the Earth, the more phenomena you can observe and understand. We see changing areas of irrigated agriculture worldwide, systemic conversion of forest to pasture – activities where either human pressures or natural environmental pressures are causing the shifts in land use over decades."

Landsat-8 successfully launched on Feb. 11, 2013 and the Landsat data archive continues to expand. — Landsat-9 was announced on April 16, 2015. The launch is planned for 2023. 14)

Dec. 31, 2015: NASA has awarded a sole source letter contract to BACT (Ball Aerospace & Technologies Corporation), Boulder, Colo., to build the OLI-2 (Operational Land Imager-2) instrument for the Landsat-9 project. 15)




In April 2008, NASA selected GDAIS (General Dynamics Advanced Information Systems), Inc., Gilbert, AZ, to build the LDCM spacecraft on a fixed price contract. An option provides for the inclusion of a second payload instrument. LDCM is a NASA/USGS partnership mission with the following responsibilities: 16) 17) 18) 19)

• NASA is providing the LDCM spacecraft, the instruments, the launch vehicle, and the mission operations element of the ground system. NASA will also manage the space segment early on-orbit evaluation phase -from launch to acceptance.

• USGS is providing the mission operations center and ground processing systems (including archive and data networks), as well as the flight operations team. USGS will also co-chair and fund the Landsat science team.

In April 2010, OSC (Orbital Sciences Corporation) of Dulles VA acquired GDAIS. Hence, OSC will continue to manufacture and integrate the LDCM program as outlined by GDAIS. Already in Dec. 2009, GDAIS successfully completed the CDR (Critical Design Review) of LDCM for NASA/GSFC. 20) 21)


Figure 2: Artist's rendition of the LDCM spacecraft in orbit (image credit: NASA, OSC)

The LDCM spacecraft uses a nadir-pointing three-axis stabilized platform (zero momentum biased), a modular architecture referred to as SA-200HP. The SA-200HP (High Performance) bus is of DS1 (Deep Space 1) and Coriolis mission heritage. The spacecraft consists of an aluminum frame and panel prime structure.

The spacecraft is 3-axis stabilized (zero momentum biased). The ADCS (Attitude Determination and Control Subsystem) employs six reaction wheels, three torque rods and thrusters as actuators. Attitude is sensed with three precision star trackers (2 of 3 star trackers are active), a redundant SIRU (Scalable Inertial Reference Unit), twelve coarse sun sensors, redundant GPS receivers (Viceroy), and two TAMs (Three Axis Magnetometers).

- Attitude control error (3σ): ≤ 30 µrad

- Attitude knowledge error (3σ): ≤ 46 µrad

- Attitude knowledge stability (3σ): ≤ 0.12 µrad in 2.5 seconds; ≤ 1.45 µrad in 30 seconds

- Slew time: 180º any axis: ≤ 14 minutes, including settling; 15º roll: ≤ 4.5 minutes, including settling.

Key aspects of the satellite performance related to imager calibration and validation are pointing, stability and maneuverability. Pointing and stability affect geometric performance; maneuverability allows data acquisitions for calibration using the sun, moon and stars. For LDCM, an off nadir acquisition capability is included (up to 1 path off nadir) for imaging high priority targets (event monitoring capability).
Also, the spacecraft pointing capability will allow the calibration of the OLI using the sun (roughly weekly), the moon (monthly), stars (during commissioning) and the Earth (at 90° from normal orientation, a.k.a., side slither) quarterly. The solar calibration will be used for OLI absolute and relative calibration, the moon for trending the stability of the OLI response, the stars will be used for Line of Sight determination and the side slither will be an alternate OLI and relative gain determination methodology. 22) 23)

C&DH (Command & Data Handling) subsystem: The C&DH subsystem uses a standard cPCI backplane RAD750 CPU. The MIL-STD-1553B data bus is used for onboard ADCS, C&DH functions and instrument communications. The SSR (Solid State Recorder) provides a storage capacity of 4 Tbit @ BOL and 3.1 Tbit @ EOL.

The C&DH subsystem provides the mission data interfaces between instruments, the SSR, and the X-band transmitter. The C&DH subsystem consists of an IEM (Integrated Electronics Module), a PIE (Payload Interface Electronics), the SSR, and two OCXO (Oven Controlled Crystal Oscillators).


Figure 3: Photo of the EM SSR (Solid State Recorder), image credit: NASA


Figure 4: Block diagram of the C&DH subsystem (image credit: NASA, USGS, Ref. 240)

- The IEM subsystem provides the command and data handling function for the observatory, including mission data management between the PIE and SSR using FSW on the Rad750 processor. The IEM is block redundant with cross strapped interfaces for command and telemetry management, attitude control, SOH (State of Health) data and ancillary data processing, and for controlling image collection and file downlinks to the ground.

- The SSR subsystem provides for mission data and spacecraft SOH storage during all mission operations. The OCXO provides a stable, accurate time base for ADCS fine pointing.

- The C&DH accepts encrypted ground commands for immediate execution or for storage in the FSW file system using the relative time and absolute time command sequences (RTS, ATS respectfully). The commanding interface is connected to the uplink of each S-band transceiver, providing for cross-strapped redundancy to the C&DH. All commands are verified onboard prior to execution. Real-time commands are executed upon reception, while stored commands are placed in the FSW file system and executed under control of the FSW. Command counters and execution history are maintained by the C&DH FSW and reported in SOH telemetry.

- The IEM provides the command and housekeeping telemetry interfaces between the payload instruments and the ADCS components using a MIL-STD-1553B serial data bus and discrete control and monitoring interfaces. The C&DH provides the command and housekeeping interfaces between the CCU (Charge Control Unit), LCU (Load Control Unit) , and the PIE boxes.

- The PIE is the one of the key electrical system interfaces and mission data processing systems between the instruments, the spacecraft C&DH, SSR, and RF communications to the ground. The PIE contains the PIB (Payload Interface Boards ) for OLI (PIB-O) and TIRS (PIB-T).

Each PIB contains an assortment of specialized FPGAs (Field Programmable Gate Arrays) and ASICs, and each accepts instrument image data across the HSSDB for C&DH processing. A RS-485 communication bus collects SOH and ACS ancillary data for interleaving with the image data.


Figure 5: Block diagram of PIB (image credit: USGS, NASA)

- Data compression: Only the OLI data, sent through the PIB-O interface, implements lossless compression, by utilizing a pre-processor and entropy encoder in the USES ASIC. The compression can be enabled or bypassed on an image-by-image basis. When compression is enabled the first image line of each 1 GB file is uncompressed to provide a reference line to start that file. A reference line is generated every 1,024 lines (about every 4 seconds) to support real-time ground contacts to begin receiving data in the middle of a file and decompressing the image with the reception of a reference line.

- XIB (X-band Interface Board): The XIB is the C&DH interface between the PIE, SSR, and X-band transmitter, with the functional data path shown in Figure 6.

The XIB receives real-time data from the PIE PIB-O and PIB-T and receives stored data from the SSR via the 2 playback ports. The XIB sends mission data to the X-band transmitter via a parallel LVDS interface. The XIB receives a clock from the X-band transmitter to determine the data transfer rates between the XIB and the transmitter to maintain a 384 Mbit/s downlink. The XIB receives OLI realtime data from the PIB-O board, and TIRS real-time data from the PIB-T board across the backplane. The SSR data from the PIB-O and PIB-T interfaces are multiplexed and sent to the X-Band transmitter through parallel LVDS byte-wide interfaces.


Figure 6: X-band mission data flow (image credit: USGS, NASA)

- SSR (Solid Ste Recorder): The SSR is designed with radiation hard ASIC controllers, and up-screened commercial grade 4GB SDRAM (Synchronous Dynamic Random Access Memory) memory devices. Protection against on-orbit radiation induced errors is provided by a Reed-Solomon EDAC (Error Detection and Correction) algorithm. The SSR provides the primary means for storing all image, ancillary, and state of health data using a file management architecture. Manufactured in a single mechanical chassis, containing a total of 14 memory boards, the system provides fully redundant sides and interfaces to the spacecraft C&DH.

The spacecraft FSW (Flight Software) plays an integral role in the management of the file directory system for recording and file playback. FSW creates file attributes for identifier, size, priority, protection based upon instructions from the ground defining the length of imaging in the interval request, and its associated priority. FSW also maintains the file directory, and creates the ordered lists for autonomous playback based upon image priority. FSW automatically updates and maintains the spacecraft directory while recording or performing playback, and it periodically updates the SSR FSW directory when no recording is occurring to synchronize the two directories (Ref. 240).

TCS (Thermal Control Subsystem): The TCS uses standard Kapton etched-foil strip heaters. In general, a passive, cold-biased system is used for the spacecraft. Multi-layer insulation on spacecraft and payload as required. A deep space view is provided for the instrument radiators.

EPS (Electric Power Subsystem): The EPS consists of a single deployable solar array with single-axis articulation capability and with a stepping gimbal. Triple-junction solar cells are being used providing a power of 4300 W @ EOL. The NiH2 battery has a capacity of 125 Ah. Use of unregulated 22-36 V power bus.

The onboard propulsion subsystem provides a total velocity change of ΔV = 334 m/s using eight 22 N thrusters for insertion error correction, altitude adjustments, attitude recovery, EOL disposal, and other operational maintenance as necessary.

The spacecraft has a launch mass of 2780 kg (1512 kg dry mass). The mission design life is 5 years; the onboard consumable supply (386 kg of hydrazine) will last for 10 years of operations.

Spacecraft platform

SA-200HP (High Performance) bus

Spacecraft mass

Launch mass of 2780 kg; dry mass of 1512 kg

Spacecraft design life

5 years; the onboard consumable supply (386 kg of hydrazine) will last for 10 years of operations

EPS (Electric Power Subsystem)

- Power: 4.3 kW @ EOL (End of Life)
- Single deployable solar array with single-axis articulation capability
- Triple-junction solar cells
- NiH2 battery with 125 Ah capacity
- Unregulated 22 V - 36 V power bus
- Two power distribution boxes

ADCS (Attitude Determination &
Control Subsystem)

- Actuation: 6 reaction wheels and 3 torque rods
- Attitude is sensed with 3 precision star trackers, a redundant SIRU (Scalable Inertial Reference Unit),
12 coarse sun sensors, redundant GPS receivers (Viceroy), and 2 TAMs (Three Axis Magnetometers)
- Attitude control error (3σ): ≤ 30 µrad
- Attitude knowledge error (3σ): ≤ 29 µrad
- Attitude knowledge stability (3σ): ≤ 0.12 µrad in 2.5 seconds
- Attitude jitter: ≤ 0.28 µrad, 0.1-1.0 Hz
- Slew time, 180º pitch: ≤ 14 minutes, inclusive settling
- Slew time, 15º roll: ≤ 4.5 minutes, inclusive settling

C&DH (Command & Data Handling)

- Standard cPCI backplane RAD750 CPU
- MIL-STD-1553B data bus
- Solid state recorder provides a storage capacity of 4 TB @ BOL and 3.1 TB @ EOL

Propulsion subsystem

- Total velocity change of ΔV = 334 m/s using eight 22 N thrusters
- Hydrazine blow-down propulsion module

Table 1: Overview of spacecraft parameters


Figure 7: Two views of the LDCM spacecraft (without solar arrays) and major components (image credit: NASA, USGS)

RF communications: Earth coverage antennas are being used for all data links. The X-band downlink uses lossless compression and spectral filtering. The payload data rate is 440 Mbit/s. The X-band RF system consists of the X-band transmitter, TWTA (Travelling Wave Tube Amplifier), DSN (Deep Space Network) filter, and an ECA (Earth Coverage Antenna). The serial data output is set at 440.825 Mbit/s and is up-converted to 8200.5 MHz. The TWTA amplifies the signal such that the output of the DSN filter is 62 W. The DSN filter maintains the signal's spectral compliance. An ECA provides nadir full simultaneous coverage, utilizing 120º half-power beamwidth, for all in view ground sites below the spacecraft's current position with no gimbal or actuation system. The system is designed to handle up to 35 separate ground contacts per day as forecasted by the DRC-16 (Design Reference Case-16).

The X-band transmitter is a single customized unit, including the LDPC FEC algorithms, the modulator, and up converter circuits. The transmitter uses a local TXCO (Thermally Controlled Crystal Oscillator) as a clock source for tight spectral quality and minimum data jitter. This clock is provided to the PIE XIB to clock mission data up to a 384Mbit/s data rate to the transmitter. The X-band transmitter includes an on-board synthesized clock operating at 441.625 Mbit/s coded data rate using the local 48 MHz clock as a reference. Using the on-board FIFO buffer, this architecture provides a continuous data flow through the transmitter (Ref. 240).

The S-band is used for all TT&C functions. The S-band uplink is encrypted providing data rates of 1, 32, and 64 kbit/s. The S-band downlink offers data rates of 2, 16, 32, RTSOH; 1 Mbit/s SSOH/RTSOH GN; 1 kbit/s RTSOH SN. Redundant pairs of S-band omni's provide transmit/receive coverage in any orientation. The S-band is provided through a typical S-band transceiver, with TDRSS (Tracking and Data Relay Satellite System) capability for use during launch and early orbit and in case of spacecraft emergencies.

Onboard data transmission from an earth-coverage antenna:

• Real-time data received from PIE (Payload Interface Electronics) equipment

• Play-back data from SSR (Solid State Recorder)

• To three LGN (LDCM Ground Network) stations

- NOAA Interagency Agreement (IA) to use Gilmore Creek Station (GLC) near Fairbanks, AK

- Landsat Ground Station (LGS) at USGS/EROS near Sioux Falls, SD

- NASA contract with KSAT for Svalbard; options for operational use by USGS (provides ≥ 200 minutes of contact time)

• To International Cooperator ground stations (partnerships of existing stations currently supporting Landsat).


Figure 8: Photo of the EM X-band transponder (left) and AMT S-band transponder (right), image credit: NASA


Figure 9: Alternate view of the deployed LDCM spacecraft showing the calibration ports of the instruments TIRS and OLI (image credit: NASA/GSFC)


Figure 10: The LDCM spacecraft with both instruments onboard, OLI and TIRS (image credit: USGS) 24)


Launch: The LDCM mission was launched on February 11, 2013 from VAFB, CA. The launch provider was ULA (United Launch Alliance), a joint venture of Lockheed Martin and Boeing; use of the Atlas-V-401 the launch vehicle with a Centaur upper stage. 25) 26)

Note: Initially, the LDCM launch was set for July 2011. However, since this launch date was considered as too optimistic, NASA changed the launch date to the end of 2012. This new launch delay buys some time for an extra sensor with TIR (Thermal Infrared) imaging capabilities.

Orbit: Sun-synchronous near-circular orbit, altitude = 705 km, inclination = 98.2º, period = 99 minutes, repeat coverage = 16 days (233 orbits), the nominal LTDN (Local Time on Descending Node) equator crossing time is at 10:00 hours. The ground tracks will be maintained along heritage WRS-2 paths. At the end of the commissioning period, LDCM is required to be phased about half a period ahead of Landsat 7. 27)

Figure 11: Anatomy of Landsat 8. Have you ever wondered what all the parts of a satellite do? This video identifies a few of the main components onboard Landsat 8 and tells you about their role in flying the satellite and capturing images of the Earth's surface below (video credit: USGS, NASA) 28)

Figure 12: The Landsat Data Continuity Mission (LDCM), a collaboration between NASA and the USGS (U.S. Geological Survey), will provide moderate-resolution measurements of Earth's terrestrial and polar regions in the visible, near-infrared, short wave infrared, and thermal infrared. There are two instruments on the spacecraft, the Thermal InfraRed Sensor (TIRS) and the Operational Land Imager (OLI). LDCM will provide continuity with the nearly 40-year long Landsat land imaging data set, enabling people to study many aspects of our planet and to evaluate the dynamic changes caused by both natural processes and human practices (image credit: NASA, USGS) 29)



Mission status:

• February 11, 2019: About 13 percent of the Alaskan landscape has changed in some way in recent decades. That's the conclusion of a 2018 study led by Neal Pastick, who examined historical aerial photos and satellite images to identify areas of ecological change across the state. 30)

- "We set out to characterize all of these changes by using remote sensing data from the past 32 years," said Pastick, a physical scientist and contractor to the U.S. Geological Survey Earth Resources Observation Science Center. "It's striking how much change is happening, and what we can do with the Landsat satellites to link these changes into one cohesive story."

- The most notable changes in Alaska include the browning of land from forest fires and the greening of the land as vegetation regrows. Pastick also documented vast areas of land affected by erosion, including segments of coastline that have dramatically changed shape.


Figure 13: This image of the north slope of Alaska was acquired by the Landsat-8 satellite on October 5, 2018 [image credit: NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey and NDVI (Normalized Difference Vegetation Index) and NDWI (Normalized Difference Water Index) annual trend data courtesy of Neal Pastick. Story by Kathryn Hansen]


Figure 14: This image of the north slope of Alaska was acquired by the Landsat 4 satellite on July 8, 1992. Note that changes in ice cover between images reflect a long-term trend, but also simple seasonal differences (image credit: NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey and NDVI and NDWI annual trend data courtesy of Neal Pastick. Story by Kathryn Hansen)

- Warming temperatures have played a major role in the coastline retreat. Melting permafrost leaves the ground less stable and more prone to being washed away by heavy rains and pounding ocean waves. Rising temperatures cause the protective sea ice cover to disappear for longer periods each spring and summer, meaning waves and Arctic storms can more easily chew away at the coastline. No one lives along the receding coastline shown above, but coastal communities elsewhere in Alaska have had to make decisions about how to deal with failing infrastructure as permafrost melts and coastlines retreat.


Figure 15: Pastick and colleagues used satellite and aerial photograph comparisons to verify the type of ecological change responsible for broader trends in the landscape. For example, this map shows the median change in the landscape's wetness per year between 1 January 1984 and 31 December 2015. Analyzing all of the information together led them to conclude that 174,000 square miles (451,000 km2) of the Alaskan landscape has undergone change (image credit: NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey and NDVI and NDWI annual trend data courtesy of Neal Pastick. Story by Kathryn Hansen)

- More work is needed in order to identify how the changing landscape will continue to affect communities, according to Pastick. He added: "I want to understand how these evolving systems might change in the future, and what that change means for people who live there."

• February 11, 2019: Today marks the 5th anniversary of the launch of Landsat-8 from Vandenberg Air Force Base in California. A joint NASA and USGS mission, Landsat-8 adds to the longest continuous data record of Earth's surface as viewed from space. Since launch, Landsat-8 has completed over 25,500 Earth orbits, traveled over 700 million miles, and contributed over 1.1 million scenes to the USGS Landsat archive. 31)

- Since 2013, Landsat 8 data has been cited in over 600 peer reviewed journal publications supporting studies from agriculture, forest and water quality/use/management, to natural disaster support, and mapping and monitoring land change, to name a few.

• February 10, 2019: With the International Energy Agency forecasting that the number of electric motor vehicles will skyrocket from about 3 million in 2018 to 125 million by 2030, it is a good bet that more of these vividly colored evaporation ponds will dot deserts in South America in the future. That's because they are a key source of lithium. 32)

- Makers of electric vehicles, laptops, cell phones, and other gadgets rely heavily on lithium for rechargeable batteries. Lithium is also used in ceramics, glass, industrial grease, and medication. With 29 percent of the world's reserves, Chile's Salar de Atacama—an enclosed basin with no drainage outlets—is the world's largest source of lithium. Nearby areas in Bolivia and Argentina also have large reserves.

- While the surface of the salar (Spanish for salt flat) is almost always dry, a large reserve of lithium-rich brine lurks below the surface of the ancient sea bed. A combination of snowmelt from nearby mountains and hydrothermal fluids associated with volcanic activity naturally replenishes the aquifer.


Figure 16: On November 4, 2018, OLI (Operational Land Imager) on Landsat-8 captured this image of evaporation ponds. Color variations in the ponds are due to varying concentrations of salt in the water; lighter blue ponds have higher concentrations of lithium. The network of canals and hundreds of pumps around the evaporation ponds form the grid patterns around the clusters of ponds (image credit: NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)

- As the number of ponds at Salar de Atacama increases over time to meet the rising demand for lithium, there are concerns and conflicts brewing about how much groundwater companies operating in this area are using.


Figure 17: Overview of Chile's Salar de Atacama with the world's largest reserve of lithium, which is a key ingredient in rechargeable batteries ((image credit: NASA Earth Observatory image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)

• February 5, 2019: Two hundred million years ago, dinosaurs roamed the land that is now northwest Argentina. Today, those prehistoric reptiles linger as some of the world's oldest and most pristine fossils—spanning 50 million years from when dinosaurs first appeared to when they rose to dominance in the Triassic era. 33)

- Like a South American version of Monument Valley in the United States, Talampaya Park is known for its 200-meter high red sandstone cliffs and 1,500-year-old rock carvings. The image of Figure shows a close-up view of the park in La Rioja province, where the aptly named herbivorous dinosaur Riojasaurus was discovered.


Figure 18: This image shows two notable dinosaur habitats, the Talampaya and Ischigualasto Natural Parks, located near the Argentina-Chile border. This image was acquired by the OLI (Operational Land Imager) by Landsat-8 on August 25, 2018. Together, the parks cover more than 275,000 hectares (2750 km2), image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kasha Patel.

- Talampaya stands in stark contrast to the white and multicolor sediments of the Ischigualasto Provincial Park to the south. Ischigualasto is often called the Valle de la Luna ("Valley of the Moon") because its unique and rugged terrain give an otherworldly appearance.

- Now a basin of sandstone and mudstone, Ischigualasto used to be a volcanically active floodplain with rivers and strong seasonal rainfall. About 230 million years ago, during the age of the dinosaurs, rock deposits filled the basin and fossilized the surrounding flora and fauna. In Ischigualasto, paleontologists have discovered a completely intact dinosaur skull of the Herrerasaurus, as well as the Eoraptor lunensis, one of the most primitive dinosaurs discovered to date.


Figure 19: Image of a portion of Ischigualasto Provincial Park, acquired by OLI on 25 August 2018 (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kasha Patel)

- Today, the parks are arid scrub deserts located in the Argentine Monte, one of the driest regions in the country. Both parks are listed as UNESCO World Heritage sites because of their archaeological significance.

• February 2, 2019: For the first time in perhaps a decade, Mount Etna experienced a "flank eruption"—erupting from its side instead of its summit—on 24 December 2018. The activity was accompanied by 130 earthquakes occurring over three hours that morning. Mount Etna, Europe's most active volcano, has seen periodic activity on this part of the mountain since 2013. 34)


Figure 20: OLI on the Landsat-8 satellite acquired this image of Mount Etna on 28 December 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey. Text by Kasha Patel)

- Ash spewing from the fissure cloaked adjacent villages and delayed aircraft from landing at the nearby Catania airport. Earthquakes occurred in the subsequent days after the initial eruption and displaced hundreds of people from their homes, according to news reports.


Figure 21: This image highlights the active vent and thermal infrared signature from lava flows, which can be seen near the newly formed fissure on the southeastern side of the volcano. The image was created with data from OLI (bands 4-3-2) and TIRS (Thermal Infrared Sensor) on Landsat-8 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey. Text by Kasha Patel)

• December 22, 2018: Dispersed across the Sahara Desert in northern Niger, the Aïr Mountains rise sharply from the low-lying sea of sand to provide unique scenery, aesthetically and geologically. The mountain range hosts volcanic peaks, is traversed by deep valleys, and makes up one of the world's largest ring dike structures—a rare circular feature born from early volcanic activity. 35)

- The formation of this range dates back to Precambrian times, the earliest of Earth's eons. The Aïr Mountains formed when magma flowed into pre-existing cracks and caverns in the bedrock, a geologic formation called a dike. Ring dikes are bubble-shaped mounds that form when the ceiling of a magma chamber collapses, leaving a circular crack that is later filled again with magma. Through time and the constant movement of Earth's crust, such magma intrusions get lifted and moved together to create mountains.


Figure 22: This natural-color image shows a few of the ring dike structures that enclose granite massifs. The image was acquired by the Operational Land Imager (OLI) on the Landsat-8 satellite on October 31, 2018. The scene highlights the stark contrast between the mountains and the surrounding lowlands, such as the Ténéré Desert to the west. In total, the Aïr Mountains extend across 84,000 km2 and include the tallest peaks in Niger (image credit: NASA Earth Observatory image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, Story by Kasha Patel)


Figure 23: This image shows the Bagzane Plateau, home to the highest point in Niger: Mont Idoukal-n-Taghes. The summit stands 2,022 meters above sea level (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, Story by Kasha Patel)

Compared to the surrounding desert, the Aïr Mountains are a relatively green region that supports a variety of wildlife and fauna that have been eliminated in other regions of the Sahara and Sahel. The mountains are an ecological island of Sahel climate—hot and sunny, with seasonal rains. The mountain landscape provides a habitat for three threatened antelope species, as well as important populations of the fennec fox, Rüppell's fox, and cheetah. Several seasonal streams support farming and livestock grazing. The region also includes hot springs, uranium mines, and ancient rock carvings dating from 6,000 BCE to 1000 CE.

Because of its unique landscape and wildlife, the Aïr and Ténéré Natural Reserve was designated as a UNESCO World Heritage site in 1991. One year later, it was placed on the List of World Heritage Sites in Danger. The Aïr Mountains sit within one of the largest protected areas in Africa.



Figure 24: This image gives a sense of the plateau's topography. The image was made by overlaying the Landsat image over elevation data acquired by the Shuttle Radar Topography Mission (SRTM), image credit: NASA Earth Observatory, image by Joshua Stevens using Landsat data from the U.S. Geological Survey and topographic data from SRTM, Story by Kasha Patel

• December 11, 2018: If the thick ice cover over East Antarctica were to melt, it would reshape coastlines around the world through rising sea levels. But scientists have long considered the eastern half of the continent to be more stable than West Antarctica. Now new maps of ice velocity and elevation show that a group of glaciers spanning one-eighth of the East Antarctic coast have been losing some ice over the past decade. 36)

- Glaciologists have warned in recent years that Totten Glacier—the fastest moving ice in East Antarctica—appears to be retreating due to warming ocean waters. Totten contains enough ice to raise sea level by at least 3.4 meters. Researchers have now found that four glaciers to the west of Totten, plus a handful of smaller glaciers farther east, are also losing ice.

- "Totten is the biggest glacier in East Antarctica, so it attracts most of the research focus," said Catherine Walker, a glaciologist at NASA's Goddard Space Flight Center. "But it turns out that other nearby glaciers are responding in a similar way to Totten."

- Walker and colleagues found that the surface height of four glaciers west of Totten, in an area facing Vincennes Bay, has dropped by an average of nearly three meters since 2008 (there had been no measured change in elevation for these glaciers before then). To the east of Totten, the surfaces of some glaciers along the Wilkes Land coast have dropped by 0.25 m/year since 2009, about double their previous rate.

- Such levels of ice loss are small when compared to those of glaciers in West Antarctica. But still they speak of nascent and widespread change in East Antarctica.

- "This change doesn't seem random; it looks systematic," said Alex Gardner, a glaciologist with NASA's Jet Propulsion Laboratory. "And the systematic nature hints at underlying ocean influences that have been incredibly strong in West Antarctica. Now we might be finding clear links of the ocean starting to influence East Antarctica."

- The maps of Figures 25 and 26 show the velocity of outlet glaciers along the coasts of Antarctica, as measured between 2013 to 2018 in thousands of Landsat images. The image of Figure 25 focuses on the area around Totten Glacier that was studied by Walker, while the continental view provides the wider context (note that the white hole in the middle of the continental map of Figure 26 is an area not reached by Landsat satellites).

- Walker combined simulations of ocean temperature with actual measurements from sensor-tagged marine mammals and Argo floats. She found that recent changes in winds and sea ice have resulted in an increase in the amount of heat delivered by the ocean to the glaciers in Wilkes Land and Vincennes Bay.


Figure 25: Satellites detect changes in the height and velocity of ice in an area that was thought to be relatively stable and quiet. Landsat-8 velocity observations in the period 2013-2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data courtesy of Alex Gardner and Catherine Walker, NASA/JPL, Story by Maria-José Viñas, NASA Earth Science News Team, with Mike Carlowicz)

- "Those two groups of glaciers drain the two largest subglacial basins in East Antarctica, and both basins are grounded below sea level," Walker said. "If warm water can get far enough back, it can progressively reach deeper and deeper ice. This would likely speed up glacier melt and acceleration, but we don't know yet how fast that would happen. Still, that is why people are looking at these glaciers, because if you start to see them picking up speed, that suggests that things are destabilizing."

- "Heightened attention needs to be given to these glaciers: We need to better map the topography and we need to better map the bathymetry," Gardner said. "Only then can we be more conclusive in determining whether, if the ocean warms, these glaciers will enter a phase of rapid retreat or stabilize on upstream topographic features."

- There is a lot of uncertainty about how a warming ocean might affect these glaciers because the area is so remote and poorly explored. The principal unknowns are the topography of the bedrock below the ice and the bathymetry (shape) of the ocean floor in front of and below the ice shelves. Both govern how waters circulate near the continent and bring warm ocean currents to the ice front.

- Gardner and colleagues have been creating new maps of ice velocity and surface height elevation as part of a NASA project called ITS_LIVE (Inter-mission Time Series of Land Ice Velocity and Elevation). The new initiative is using new computing tools and multiple satellite missions to assemble a 30-year record of changes in the surface elevation of glaciers, ice sheets, and ice shelves, and a detailed record of variations in ice velocity.


Figure 26: The velocity of outlet glaciers along the coasts of Antarctica, as measured between 2013 to 2018 in thousands of Landsat images (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data courtesy of Alex Gardner and Catherine Walker, NASA/JPL, Story by Maria-José Viñas, NASA Earth Science News Team, with Mike Carlowicz)

• November 27, 2018: The Patagonian Andes are a continental landmark easily visible from space. But areas to the east of the volcanic mountain chain have their own geologic intrigue, as shown in these images of prehistoric lava fields in northern Patagonia. 37)

- The climate here is complex. The Andes receive plenty of precipitation in winter months, as humid winds blow east from the Pacific Ocean, hit the mountains, and drop their moisture. That leaves little moisture for areas to the east, which see less than 200 mm (8 inches) of rain in an entire year. As a result, the desert landscape in these images appears to lack green vegetation.

- Other colors, however, make up for the absence of greenery. According to Johan Varekamp of Wesleyan University, the darkest colors are volcanic rocks from the Oligocene-Miocene, or about 25-30 million years old. The rocks are part of a lava plateau known as the Meseta de Canquel (Meseta is a Spanish word meaning "plateau."). Lava plateaus in this area historically were much more extensive, but erosion has removed large sections of rock from their edges. Some of the plateau edges display a rumpled appearance, produced by successive slumps and debris falls.

- The detailed image of Figure 27 shows an area where erosion has isolated a segment of the plateau, creating an island mountain or "inselberg." Debris from the black lava fills the stream valleys and gives the mountain "a spider-like appearance, with black tentacles spreading around it," Varenkamp said. He notes that the red and yellow rocks are much older; they contain iron and have been oxidized, "giving it the wild colors."


Figure 27: Erosion has produced a striking landscape east of the Andes Mountains in Chubut Province. OLI on Landsat-8 acquired this image on 20 August 2018 (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kathryn Hansen)


Figure 28: Context view of OLI on Landsat-8 showing the landscape in the Chubut Province (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kathryn Hansen)

• November 26, 2018: When Alaska's Yakutat Glacier was measured during a survey in 1894, its terminal moraine sat on dry land on a coastal outwash plain. Within a decade, the glacier started retreating and a small meltwater lake—Harlequin Lake—emerged at its end. Since then, the lake has expanded dramatically as the ailing glacier has shrunk. 38)

- During the past few decades, changes at the terminus have been particularly rapid. The Operational Land Imager (OLI) captured the image of Figure 29 on September 21, 2018. The Yakutat Glacier has retreated more than 10 km (6 miles) since 1987 (Figure 30).

- Scientists who watch Yakutat Glacier closely expect the rate of retreat to slow in the coming years. Still, they say it is just a matter of time until the glacier disappears. The icefield that nourishes Yakutat formed hundreds of years ago during the Little Ice Age, a period when Earth's climate was significantly cooler. Over time, the icefield has contracted, losing key connections with high-elevation areas that were once important sources of fresh snow and ice.

- "What remains today is an icefield that lacks a high-elevation accumulation area," said Mauri Pelto, a glaciologist at Nichols College. "Its summit no longer receives a significant accumulation of snow."

- In 2013, Barbara Trüssel and Martin Truffer from the University of Alaska estimated that Yakutat Glacier would not survive past 2100 if present-day climate conditions persisted. If warming continues at a rate climatologists expect, the glacier will be gone sooner—perhaps 2070. Reversing the retreat would require a cooling of 1.5 °C , or an increase in precipitation of 50 percent or more—both scenarios that the scientists consider unrealistic.

- So far, their estimates have been right on target. "What we have observed is just short of where we estimated the terminus would be in 2020," said Truffer. "We've been expecting this, but it's still astonishing to see so much ice disappear in such a short time."


Figure 29: OLI on Landsat-8 captured this image on 21 September 2018 (image credit: NASA Earth Observatory, image by Lauren Dauphin and Robert Simmon, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)


Figure 30: The TM (Thematic Mapper) instrument on Landsat-5 acquired this image of the Yakutat Glacier on August 22, 1987 (image credit: NASA Earth Observatory, image by Lauren Dauphin and Robert Simmon, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)

• November 6, 2018: Orbit Logic Inc. of Greenbelt, Maryland delivered their mission planning and scheduling system, the STK (Systems Tool Kit) SchedulerTM, for the Landsat program. 39)

Orbit Logic announced today that they have delivered their STK Scheduler software and CPAW (Collection Planning & Analysis Workstation) software to General Dynamics Mission Systems for mission planning and scheduling for the LMOC (Landsat Mission Operations Center) for Landsat-8 and -9. Orbit Logic is now in the process of integrating the software into the Landsat ground system. The U.S. Geological Survey (USGS) awarded the Landsat Multi-satellite Operations Center (LMOC) contract to the General Dynamics team to develop and carry out operations of the Landsat-9 Mission Operations as well as assuming operations of the on-orbit Landsat-8 observatory.

Landsat-9 will be the next satellite in the Landsat series that images the Earth's surface. It is currently scheduled for launch in December 2020. Orbit Logic software will streamline and modernize the mission planning and collection planning process, taking over for the Generic Mission Planning System and the Collection Activity Planning Element (CAPE) that was previously developed and operated by USGS. Orbit Logic's STK Scheduler will produce a deconflicted schedule for satellite communications between the Landsat satellites, U.S. and international ground stations, and TDRSS satellite communication nodes. Orbit Logic's CPAW software will be used for Landsat-8 and -9 to generate validated, deconflicted, and optimized high fidelity imagery collection plans. A significant number of requirements were satisfied out of the box with Orbit Logic's COTS software products. Plus, Orbit Logic provided engineering services to integrate with other elements of the ground system and develop models of the Landsat spacecraft bus and sensors. Additionally, Orbit Logic's planning software solution provides a multi-mission planning system to support LS-8 and LS-9 simultaneously.

Table 2: Orbit Logic delivers their Landsat Mission Planning System


Figure 31: Sample Landsat collection plan built using CPAW (image credit: Orbit Logic)

• November 5, 2018: After making landfall in northwestern Mexico, Hurricane Willa quickly weakened over rugged, dry terrain. But the remnants of that category 3 storm pushed a stream of moisture and rain northeast toward Texas. 40)

- While Willa did not bring overwhelming rain to Texas, the infusion of moisture was unwelcome in a state already in the grips of severe flooding. Since September 2018, a series of storms have delivered historic amounts of rain to central Texas. One particularly potent cold front in mid-October dropped more than a foot of rain in some areas.

- The deluge saturated soils, overfilled lakes and reservoirs, and pushed rivers over their banks. One river even flowed backwards. In a series of proclamations issued throughout October, the Texas governor declared a state of disaster for 111 counties because of the flooding and severe weather.

- Storm after storm rolled through and dumped record rainfall in parts of Texas. Several satellites observed the deluge and its aftermath.


Figure 32: OLI map of the Nueces River region in Texas acquired on 1 October 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)


Figure 33: On 1 November 2018, OLI on Landsat-8 captured a false-color view (bands 7-6-4) of flooding along the Nueces River near Calallen. At the time, a stream gauge in nearby Mathis showed the river had risen to 9 m putting it 1 m above flood stage (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)

- The map of Figure 34 depicts spaceborne measurements of rainfall from 1-31 October 2018. The brightest areas reflect the highest rainfall amounts, with many places receiving 25 to 45 cm or more during this period. The measurements are a product of the NASA/JAXA GPM (Global Precipitation Measurement) mission. These rainfall totals are regional, remotely-sensed estimates. Each pixel shows 0.1 degrees of the globe (about 11 km at the equator), and the data are averaged across each pixel. Therefore, individual ground-based measurements within a pixel can be significantly higher or lower than the satellite average.

- The Dallas Fort Worth Airport recorded 39.77 cm of rain in October 2018, making it the wettest October on record there, according to the National Weather Service. While the statistics are still being finalized statewide, it is likely that October will go down as the second wettest month in Texas on record.


Figure 34: This IMERG map depicts GPM satellite-based measurements of rainfall from 1-31 October 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens using IMERG data provided by NASA/GSFC)

• October 30, 2018: As Rebecca Trinh cruised around Santa Monica Bay, just a mile offshore from Los Angeles, the smell of chlorine and sewage flooded her nostrils. Seagulls fed on debris in the ocean, while a plume of wastewater bubbled to the surface. Most people would turn and cruise away from the scene, but the stench was precisely what brought the microbial oceanographer here. 41)

- Trinh and a team from NASA's Jet Propulsion Laboratory were part of an effort to help LA Sanitation monitor water quality during maintenance of the city's oldest and largest wastewater treatment plant. The Hyperion Water Reclamation Plant serves around 4 million people, treating wastewater from sinks, showers, toilets, and surface runoff from storm drains. From September 21 to November 2, 2015, plant operators had to shut down Hyperion's main discharge pipe in order to make repairs to the internal structure.

- The main outflow pipe normally transports wastewater five miles offshore, a distance where the seawater is deep enough so that waste (effluent) can be naturally diluted before reaching the surface—"The solution to pollution is dilution," Trinh noted. During the repair, plant operators were forced to use their one-mile backup discharge pipe, which releases effluent much closer to the shore. Researchers like Trinh worked to observe and learn from the event. They published their findings in the scientific journal Frontiers. 42)

- "The one-mile pipe is closer to shore and in much shallower water," said Trinh, "so there were a lot of human health impacts and ecological impacts that people were worried about." Using satellites, the team was able to monitor the area in near-real-time and provide LA Sanitation with insight on potential biological hazards.


Figure 35: OLI on Landsat-8 acquired a natural-color image of Santa Monica Bay on October 10, 2015, midway through the shutdown. The green patches near the coast are phytoplankton blooms likely caused by an excess of nutrients from the nearshore wastewater discharge (image credit: NASA Earth Observatory)


Figure 36: These maps show the sea surface temperature of Santa Monica Bay before, during, and after wastewater was transported through the shorter pipe. The data was acquired by the Thermal Infrared Sensor (TIRS) on the Landsat-8 satellite. During the diversion, a cooler pool of water formed near the mouth of the one-mile pipe, as the plume of wastewater also brought colder water from the depths to the surface. (image credit: NASA Earth Observatory)

- "We knew that along with the change in temperature, we were going to get all the excess nutrients and the potentially harmful bacteria and chemicals associated with the pipe's effluent," said Trinh. Researchers had two main worries about the excess nutrients. First, that they would stimulate toxic phytoplankton blooms. Second, that they could lead to eutrophication—when extreme growth, and subsequent death, of algae, phytoplankton, or other plant life severely depletes the oxygen supply for other marine animals.

- Measuring chlorophyll-a concentrations in coastal environments is challenging. Water temperatures fluctuate quite a bit, waters are often rich with sediment and land runoff, and there is usually a higher concentration of phytoplankton than in offshore waters. Trinh's team developed a new satellite algorithm to decrease the "signal-to-noise" ratio in tricky coastal waters and to provide more accurate chlorophyll-a measurements. The improved algorithm integrates data collected by Trinh and her team from ship-based instruments with data from Landsat-8 (Figure 37).

- "The satellite component gave a new perspective on the situation because usually Hyperion just monitors from the ship in a very small area around the pipes," said Trinh. "We're showing that these wastewater diversions can have wide spatial impacts, and you wouldn't know that without something like a satellite data set."

- Trinh and colleagues helped guide LA Sanitation on where to collect water samples to test for harmful bacteria. For instance, satellite data showed higher chlorophyll concentrations along the southern shoreline of Santa Monica Bay, so water quality monitors collected samples from Topanga Canyon to Malaga Cove. In this area, they found that 10 percent of the samples contained fecal bacteria in amounts that exceeded state water quality standards. Multiple beaches were temporarily closed as a result.

- Trinh said this study was a good demonstration of how satellites can aid in monitoring water quality, especially in coastal areas with a lot of human activity and near wastewater outflows. "If a plant's pipes don't stay functional or have a catastrophic blowout," she said, "we already know what type of instruments and satellites we can use to make water quality monitoring as efficient as possible."


Figure 37: These maps show chlorophyll-a concentrations—a proxy for the amount of phytoplankton in the water—over the six-week pipe diversion period. Four phytoplankton blooms occurred during the diversion (including the one at the top of this page). Researchers who took water samples identified the phytoplankton as non-toxic euglenoids, a type of green algae (image credit: NASA Earth Observatory, images by Joshua Stevens, using data courtesy of Rebecca Trinh/Columbia University, and Landsat data from the U.S. Geological Survey. Story by Kasha Patel)

- A NASA team was able to use satellite imagery to observe effects of a repair of Los Angeles' largest wastewater treatment plant.

• October 19, 2018: As the Neuquén River winds its way from the Andes through west-central Argentina toward the Atlantic Ocean, it passes a spectacular series of rock formations in the Neuquén Basin. For paleontologists, the basin is a great place to find fossils, particularly dinosaurs. And for those in the oil business, it is fertile ground for gas and oil exploration. 43)

- From space, boundaries between some of the major groups of sedimentary rock formations are visible. In the first image, the deep reds of the Candeleros Formation—a sequence of sandstones formed roughly 90 to 100 million years ago in a braided river system—dominate the landscape. These rocks are flanked in some areas, especially near the river, by a green-yellow sequence of rocks that are part of the younger Hunical Formation, formed during drier times. The older Royosa Formation, meanwhile, peeks through in some areas where erosion has scraped away overlying rock layers (see Figure 39).

- Paleontologists have uncovered quite a menagerie of fossilized fauna in Candeleros rocks, including ancient species of fish, frogs, snakes, turtles, small mammals, and several types of dinosaurs. Few of the fossilized creatures have received the notoriety of Giganotosaurus carolinii—a carnivorous theropod thought to be larger and faster than Tyrannosaurs Rex.

- Petroleum geologists are more interested in what lies beneath the Candeleros Formation. Several layers of rock, formed when the area was covered by an ocean, contain gas and oil. While drilling has been ongoing here since 1918, the recent discovery of a large deposit of shale gas and oil in the Vaca Muerta Formation has made the Neuquén Basin one of the few regions outside of the United States where companies are pursuing horizontal drilling and hydraulic fracturing.


Figure 38: The distinctive sedimentary rock formations in west-central Argentina make for a geological and paleontological wonderland. OLI on Landsat-8 acquired this image showing part of the basin on September 3, 2018 (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)


Figure 39: The older Royosa Formation, meanwhile, peeks through in some areas where erosion has scraped away overlying rock layers (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)

• October 17, 2018: Satellites captured a rare image of a plume of dusty glacial flour streaming from eastern Greenland. Dust is probably the last thing that comes to mind when you think about Greenland, an island mostly covered by ice. Though Greenland's dust events are nothing like the massive clouds of dust and sand that can darken skies over the Sahara Desert for days, winds in Greenland are occasionally strong enough to send plumes of sediment streaming from dried-out lakes, river valleys, and outwash plains along the coasts. The dust in Greenland is mainly glacial flour, a fine-grained silt formed by glaciers grinding and pulverizing rock. 44)

- For more than a century, researchers have sporadically reported high-latitude dust events in expedition logs and scientific publications. But only during the past decade have scientists attempted to study them systematically. The Arctic and high-latitudes can be tough to study even with satellites, and a recent study noted a dearth of Greenland dust observations.

- No longer. The Moderate Resolution Imaging Spectroradiometer (MODIS) on NASA's Terra satellite and a sensor on the European Space Agency's Sentinel-2 collected imagery on September 29, 2018, of a sizable silt plume streaming from Greenland's east coast. The source was a braided stream valley about 130 kilometers (80 miles) northwest of Ittoqqortoomiit, a village at a latitude of 73 degrees North. That puts the village north of the northern coast of Alaska.

- "This is by far the biggest event detected and reported by satellites that I know about," said Santiago Gassó, an atmospheric scientist at NASA's Goddard Space Flight Center. He first noticed the storm on October 3.

- "We have seen a few examples of small dust events before this one, but they are quite difficult to spot with satellites because of cloud cover," said Joanna Bullard of Loughborough University. "When dust events do happen, field data from Iceland and West Greenland indicate that they rarely last longer than two days."

- The glacial flour was likely made by several glaciers farther up the valley, then carried south by meltwater streams and deposited in the floodplain. As stream water levels dropped in autumn, the floodplain dried out and became susceptible to scouring by the wind. In this case, Bullard noted, the winds were triggered by the combination of a low-pressure system crossing the Greenland ice sheet followed closely by a ridge of high pressure.

- Since high-latitude dust events are poorly understood, they are typically not included in atmospheric and climate models. Gasso hopes that eventually they will be included because they could have effects on air quality, the reflectivity of snow, and even marine biology.


Figure 40: A series of Landsat-8 images captured on September 21, 23, 29, and 30—shows the floodplain where the stream flows into Scoresby Sound. As the soil on the floodplain dried out (first two images), the floodplain became increasingly gray. Northwesterly winds on September 29 were strong enough to lift glacial flour into the air (image credit: NASA Earth Observatory images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)


Figure 41: The Copernicus Sentinel-2 satellite of ESA collected imagery on September 29, 2018, of a sizable silt plume streaming from Greenland's east coast. Northwesterly winds on September 29 were strong enough to lift glacial flour into the air (image credit: NASA Earth Observatory image by Joshua Stevens, using Copernicus Sentinel data (2018) processed by the European Space Agency. Story by Adam Voiland)

• October 02, 2018: The powerful, shallow earthquake of magnitude 7.5 that rattled the northern coast of Sulawesi island on September 28, 2018, caused tremendous damage. Homes throughout Palu, Indonesia, have been flattened. A series of tsunami waves decimated the coastline. Destructive flows of mud and soil destroyed several inland areas in the city of 300,000 people. 45)

- While coastal areas took heavy damage because of the tsunami, the image also reveals three large inland flows of mud that caused severe damage in densely populated areas. Intense shaking from the earthquake may have triggered liquefaction and lateral spreading, processes in which wet sand and silt takes on the characteristics of a liquid. These processes, which are especially common near streams and on reclaimed land, can produce destructive mudslides even in relatively flat areas.

- Scientists were surprised that the earthquake generated such a big tsunami. Normally, large tsunamis occur after megathrust earthquakes that cause vertical displacement. But the Sulawesi earthquake occurred along a strike-slip fault, meaning the motion was horizontal. Some scientists suspect that a submarine landslide, shaken loose by the earthquake, may have provided the energy that fueled the destructive tsunami. In addition, the narrow, finger-like shape of Palu Bay likely amplified the fast-moving surge of water and made it even more dangerous.


Figure 42: OLI on Landsat-8 captured a natural-color image of Palu on October 2, 2018. The false-color (bands 6-5-2) images make it easier to distinguish between urban areas (purple-gray), vegetation (green), and upturned soil (brown and tan), image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland

• September 27, 2018: The capital of India, New Delhi, has been experiencing one of the fastest urban expansions in the world. Vast areas of croplands and grasslands are being turned into streets, buildings, and parking lots, attracting an unprecedented amount of new residents. By 2050, the United Nations projects India will add 400 million urban dwellers, which would be the largest urban migration in the world for the thirty-two year period. 46)

- These images show the growth in the city of New Delhi and its adjacent areas—a territory collectively known as Delhi—from December 5, 1989, (Figure 43) to June 5, 2018 (Figure 44). These false-color images use a combination of visible and short-wave infrared light to make it easier to distinguish urban areas. The 1989 image was acquired by the Thematic Mapper on Landsat 5 (bands 7,5,3), and the 2018 image was acquired by Operational Land Imager on Landsat-8 (bands 7,6,4).

- Most of the expansion in Delhi has occurred on the peripheries of New Delhi, as rural areas have become more urban. The geographic size of Delhi has almost doubled from 1991 to 2011, with the number of urban households doubling while the number of rural houses declined by half. Cities outside of Delhi—Bahadurgarh, Ghaziabad, Noida, Faridabad, and Gurugram—have also experienced urban growth over the past three decades, as shown in these images.

- With a flourishing service economy, Delhi is a draw for migrants because it has one of India's highest per capita incomes. According to the latest census data, most people (and their families) move into the city for work. The Times of India reported that the nation's capital grew by nearly 1,000 people each day in 2016, of which 300 moved into the city. By 2028, New Delhi is expected to surpass Tokyo as the most populous city in the world.

- The increased urbanization has had several consequences. One is that the temperatures of the urban areas are often hotter than surrounding vegetated areas. Manmade structures absorb the heat and then radiate that into the air at night, increasing the local temperature (the urban heat island effect). Research has shown that densely built parts of Delhi can be 7°C (45°F) to 9°C (48°F) warmer in the wintertime than undeveloped regions.

- Additionally, sprawling cities can have several environmental consequences, such as increasing traffic congestion, greenhouse gas emissions, and air pollution. From 2005 to 2014, NASA scientists have observed an increase in air pollution in India due to the country's fast-growing economies and expanding industry.

- India is one of many countries with fast-growing cities. By 2050, China is projected to add 250 million people in its urban areas, and Nigeria may add 190 million urban dwellers. In total, India, China and Nigeria are expected to account for 35 percent of the world's urban population growth between 2018 and 2050.


Figure 43: False-color image of New Delhi acquired with the TM (Thematic Imager) of Landsat-5 on 5 December 1989 (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kasha Patel)


Figure 44: False-color image of New Delhi acquired on June 5 2018 with the OLI (Operational Land Imager) on Landsat-8 (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey. Story by Kasha Patel)

• September 26, 2018: The last big eruption at Hokkaido's Kuttara volcano happened roughly 40,000 years ago, about the time Neanderthals were going extinct and a bit before people had begun to domesticate dogs. 47)

- Earlier eruptions at the Japanese stratovolcano had produced thick andesitic lavas that flowed into two large tongue-shaped lobes immediately north of the volcano. Silica-rich, viscous magma blocked the vent, so pressure built up in much the same way it does in a soda bottle after it is shaken. When the pressure grew intense enough, it blasted a vent at the top of the volcano and sent a large plume of ash shooting into the air. Fast-moving jumbles of ash, gas, and other debris—known as pyroclastic flows—swept down the southwestern slope of the volcano.

- That explosive eruption—and the slumping of rock into the emptied-out lava chamber—sculpted the bowl-shaped caldera that now sits at the top of the mountain and holds Lake Kuttara, one of the roundest and clearest lakes in Japan.


Figure 45: OLI on Landsat-8 acquired an image on 15 September 2015 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, Story by Adam Voiland)


Figure 46: For the three-dimensional view, the Landsat-8 image was draped over a global digital elevation model built from data acquired by NASA's SRTM (Shuttle Radar Topography Mission), image credit: NASA Earth Observatory, image by Joshua Stevens, using topographic data from SRTM, story by Adam Voiland

- Following that explosive eruption, volcanic activity at the caldera calmed and geothermal activity shifted to the southwestern slope of the volcano. About 15,000 to 20,000 years ago, viscous lava began to bulge upward into a lava dome, and a series of small steam explosions gouged several craters into a valley of fumaroles, geysers, streams, and ponds.

- This exotic, steaming landscape persists today. Known in Japanese as Jigokudani (Hell Valley) for its rusty red and black terrain, visitors can follow a walking path through the treeless valley, along a hot creek with a popular natural foot bath. They eventually arrive at sulfurous Lake Oyunuma, which has a surface temperature of 50ºC (122ºF).

- The lingering volcanic activity in the area has fueled the development of several onsens, or hot spring spas, that have made Noboribetsu one of the most famous spa towns in Hokkaido. Millions of people visit each year to soak in the natural mineral-rich waters from Lake Oyunuma and Hell Valley.

• September 4, 2018: Scattered in a sea of sand, inselbergs in Namibia host ecology uniquely influenced by fog. The Namib Sand Sea stands at the heart of Namib-Naukluft National Park, which is located on the coast of Namibia. Most of the terrain is dominated by sand, but one percent features inselbergs, or isolated raised hills. 48)

- According to a UNESCO World Heritage Center report, the inselbergs receive more rainfall than the surrounding lower-elevation dunes. That is because warm air gets pushed up the mountains from winds blowing past, causing water vapor to condense into clouds. Also, the raised land catches more fog coming from the ocean. Fog is the primary source of water for the Namib Sand Sea, which is the only coastal desert in the world to contain large dune fields influenced by fog.

- The wetter microclimate results in more abundant and diverse vegetation on inselbergs than sand dunes. Hauchab primarily has vegetation found in the palaeotropical Nama Karoo biome, which fosters shrubs and grasses, and the temperate Succulent Karoo biome, which is famous for its spring flowers.


Figure 47: This image shows two inselbergs in the sand sea: Uri-Hauchab and Hauchab. The OLI (Operational Land Imager) on Landsat-8 acquired the image on 5 July 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kasha Patel)

- The sand sea of Figure 48 covers over three million acres (1,215,000 hectare) inside the Namib-Naukluft Park. The national park is the combination of the Namib Desert, thought to be the world's oldest desert, and the Naukluft Mountains, which serve as a sanctuary for endemic Hartmann zebras.

- The sand sea consists of two dune seas, one on top of the other. The foundation is an ancient sand sea that has existed for about 21 million years. That has been covered over with younger sand that has been active for the past 5 million years. Sand seas in other parts of the world are generally formed through erosion of hard bedrock underneath, but the Namib Sand Sea is unique because the materials were transported from thousands of kilometers away. Carried by river, ocean current, and wind, sediments were transported along the Orange River to the coast, where they were lifted by winds and deposited inland.


Figure 48: This image was acquired by the Moderate Resolution Imaging Spectroradiometer instrument (MODIS) on NASA's Terra satellite on August 10, 2018 (image credit: NASA Earth Observatory images by Joshua Stevens, using MODIS data from LANCE/EOSDIS Rapid Response, story by Kasha Patel)

• September 1, 2018: The world's oldest and largest known impact structure shows some of the most extreme deformation conditions known on Earth. About two billion years ago, an asteroid measuring at least 10 km across hurtled toward Earth. The impact occurred southwest of what is now Johannesburg, South Africa, and temporarily made a 40-kilometer-deep and 100-kilometer-wide dent in the surface. Almost immediately after impact, the crater widened and shallowed as the rock below started to rebound and the walls collapsed. The world's oldest and largest known impact structure was formed. 49)

- Scientists estimate that when the rebound and collapse ceased, Vredefort Crater measured somewhere between 180 and 300 kilometers wide. But more than 2 billion years of erosion has made the exact size hard to pin down.

- "If you consider that the original impact crater was a shallow bowl like you would serve food in, and you were able to slice horizontally through the bowl progressively, you would see that the bowl's diameter will decrease with each slice you take off," said Roger Gibson of University of the Witwatersrand and an expert on impact processes. "For this reason, we are unable to categorically fix where the edge now lies."

- According to Gibson, the uplift at the center of the impact was so strong that a 25-kilometer section of Earth's crust was turned on end. The various layers of upturned rock eroded at different rates and produced the concentric pattern still visible today. Vredefort Dome, which measures about 90 km across, was observed on June 27, 2018, by OLI (Operational Land Imager) on Landsat-8.

- Notice that only part of the ring is visible. That's because areas to the south have been paved over by rock formations that are less than 300 million years old. The young rock formations have begotten fertile soils that are intensely cultivated.

- The darker ring in the center of this image, known as the Vredefort Mountainland, has shallow soils with steep terrain not suitable for farming, so the area remains naturally forested. Along the ridges in the Mountainland you can see white lines: these are the hardest layers of rock, such as quartzite, which resist erosion. The outer part of Mountainland has exposed rocks that are roughly 2.8 billion years old; this is the Central Rand Group, source of more than one-third of all gold mined on Earth.

- Visitors to the impact site today can witness geologic time by traversing just 50 km from Potchefstroom toward Vredefort. The journey would take you from shallow crustal sedimentary rocks deposited between 2.5 and 2.1 billion years ago, ending with 3.1- to 3.5-billion-year-old granites and remnants of ocean crust that were once about 25 km below Earth's surface.

- "Such exposed crustal sections are incredibly rare on Earth," Gibson said. "The added bonus here is that the rocks preserve an almost continuous record spanning almost one-third of Earth's history."


Figure 49: The image of the Vredefort Crater was acquired on 27 June 2018 with OLI on Landsat-8 (NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)

• August 28, 2018: The Padma is one of the major rivers of Bangladesh, flowing across the rich, fertile, flat land of South Asia. Sometimes the river acts as a pathway for transportation, but other times it has more destructive effects that displace farms, homes, and lives. Every year, hundreds (sometimes thousands) of hectares of land erode into the Padma River. Since 1967, more than 66,000 hectares (660 km2) have been lost—roughly the area of Chicago. 50)

- For the past 30 years, satellites have observed how the river has grown in size, transformed in shape, and changed in location. These natural-color satellite images show the Padma River in 1988, 1992, and 2018. The images were acquired by Landsat satellites: the Thematic Mapper on Landsat 5, the Enhanced Thematic Mapper Plus on Landsat 7, and the Operational Land Imager on Landsat 8. All images were acquired in January and February during the dry season.

- Over the past three decades, the river has changed from a relatively narrow, straight line to meandering to braided and, most recently, back to straight. The upper region has experienced the most erosion, but noticeable change has also taken place near Char Janajat.

- The erosion is indicated by the presence of meandering bends, or the tendency of the river to snake back and forth in an S-shape. Such formations evolve as the river's flow wears away the outer banks, widening the channel.

- In the 1988 image, the river course was narrower and the right bank was slightly convex. A curve started to develop in 1992 and lasted for eight years. The bend then began straightening and has since disappeared. Padma's meandering bends subsided due to chute-off—when the water flows across the land instead of following the curve of the river.

- Researchers are particularly interested in the Char Janajat area because it is the site of a new bridge crossing. As one of Bangladesh's biggest construction projects, the Padma River Bridge will connect the eastern and western parts of the country and shorten travel times between some locations from thirteen hours to three. There have been some concerns that erosion could threaten the construction of the bridge, although other researchers believe it could actually stabilize the banks and reduce erosion once it is finished. The bridge is scheduled to open by the end of 2018.


Figure 50: The lower portion of the Padma River has wide meandering curves, an indicator of extensive erosion, shown in these Landsat January images acquired from 2 January, 1988 -20 January 2018 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS, story by Kasha Patel)

• August 21, 2018: The Surkhandarya province in southern Uzbekistan was once the heart of Bactria, a prosperous kingdom that flourished along the Amu River between 600 B.C.E. and 600 C.E. 51)

- Teams of archaeologists from the Soviet Union began visiting the province in the 1950s to catalogue its archaeological riches—remnants of towns, irrigation networks, burial mounds, pottery, weapons, and many other items. In the past decade, satellites have made a contribution from above as well. Since 2008, Ladislav Stančo of Charles University (Prague, Czech Republic) has led a team that used satellite imagery to systematically survey the area for archaeological sites.

- The researchers relied mainly on declassified spy satellite imagery from the Corona program, but they also gleaned insights from the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) on NASA's Terra satellite, from Landsat satellites, and several commercial satellites. Stančo and colleagues identified dozens of new sites and followed up with field expeditions to several new sites (Figures 51 and 52).

- The Pashkhurt Basin—the area between the colorful ridges and the Kugitangtau Range—has a handful of villages situated around natural oases, including Pashkhurt, Zarabag, and Gos. The scientists discovered several archaeological sites around these villages, as well as several near Sherabad. Archaeologists think people living in Bactria were attracted to the area partly because of the presence of desirable minerals and metals in the foothills of the Kugitangtau Range. The small white areas are potash deposits, some of which continue to be mined today. People have long used potash to produce glass, soaps, and textiles.

- In current times, cotton is the primary crop grown along the Sherabad River, with much of the river's water getting diverted for the thirsty plant. Intensive irrigation like this is common along rivers that flow toward the Aral Sea, and it has caused that large lake to shrink dramatically in recent decades.


Figure 51: The image centers on a colorful sequence of sedimentary ridges in southern Uzbekistan near several of the sites. The image was acquired by the Operational Land Imager (OLI) on Landsat 8 on June 27, 2018. The ridges are sandwiched between croplands flanking the Sherabad River and the Kugitangtau Range. Note: the image has been flipped to minimize relief inversion. The ridges rise roughly 1,000 meters above sea level (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland, with information from Franz T. Fürsich, Petra Tuŝlová, and Ladislav Stančo)


Figure 52: This image shows the Landsat data draped over topographic data from NASA's SRTM (Shuttle Radar Topography Mission), image credit: NASA Earth Observatory image by Joshua Stevens, using Landsat data from the USGS and topographic data from SRTM, story by Adam Voiland, with information from Franz T. Fürsich, Petra Tuŝlová, and Ladislav Stančo

• July 17, 2018: After nearly running dry six months ago, Cape Town's reservoirs have risen dramatically. Rain has poured down on southern Africa on several occasions in recent months. According to Cape Town's Department of Water Affairs, water levels in the city's main reservoirs stood at 55 percent of capacity on July 16, 2018. 52)

- The largest reservoir—Theewaterskloof—holds 40 percent of Capetown's total water storage capacity, so the state of that reservoir serves as a good barometer for the amount of water available to the city. OLI (Operational Land Imager) on Landsat-8 acquires new imagery of the reservoir every two weeks.

Figure 53: After nearly running out of water in early 2018, the city's reservoirs are being replenished by rain, conservation efforts, and engineering fixes. The animation based on Landsat imagery, shows the condition of the reservoir at two month intervals between 1 July 2015 and 9 July 2018. Parts of the reservoir with standing water appear dark blue; areas where the bottom of the reservoir was dry and exposed are light blue (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland)

- Water levels changed changed significantly between 2015 and 2018. While Theewaterskloof was 55 percent full in 2015, it dropped to 40 percent capacity in 2016 following a year of light rainfall. As the drought worsened, the reservoir shrank to 20 percent capacity by July 2017 and 13 percent by January 2018. With the arrival of heavier rains in April 2018, the reservoir bounced back to 40 percent capacity by July 16, 2018.

- In June 2018, Cape Town authorities credited voluntary water conservation by residents, water use restrictions and tariffs, the installation of a city-wide pressure management system, a leak repair program, and the favorable rains for averting Day Zero, when most of the taps would have been shut off. Despite the recent increase in water stored in the reservoirs, the city plans to keep water-use restrictions in place until reservoirs are 85 percent full.

• July 16, 2018: In July 2017, a huge iceberg dramatically broke away from the Larsen C Ice Shelf on the Antarctic Peninsula. But the aftermath has been a bit more drawn-out, as the berg hasn't moved very far. 53)

- In a year, iceberg A-68A moved a relatively short distance from the edge of the ice shelf into the Weddell Sea (Figure 54). In the right image, the berg's western edge is roughly 45 km from the shelf. A-68B, the much smaller fragment of the original berg, is more than twice that distance from its prior location.


Figure 54: The left image shows Iceberg A-68 on July 30, 2017, soon after it broke away from the shelf and then fractured into two pieces known as A-68A and A-68B. The right image shows the same area on July 1, 2018. Both images are false-color, acquired with the Thermal Infrared Sensor (TIRS) on Landsat-8. Colors indicate the relative warmth or coolness of the landscape, from orange (warmest) to light blue and white (coldest), image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS. Story by Kathryn Hansen with image interpretation by Chris Shuman.

- A-68A's sluggishness is not surprising. When it calved, the berg was about the size of Delaware and weighed more than a trillion tons. Dense sea ice in the Weddell Sea has made it harder for currents, tides, and winds to move all of that mass. The iceberg has also become stuck at times when its north end encounters the shallow water near Bawden Ice Rise, an ice-covered rock outcrop.

- Still, Iceberg A-68A has seen plenty of motion. Throughout the year, tide cycles have shuffled the berg back and forth like a driver trying to get out of a tight parallel-parking spot. Its north end has been repeatedly smashed against Bawden Ice Rise, fracturing and reshaping its northern edge. Also notice how the southeastern edge appears to have grown in area. This is not part of the original iceberg; it is fast ice that has come fastened to the edge of the berg as it shoves through the ice pack.

- A-68A will continue this dance in moonlight, as the darkness of austral winter continues through early August. Thermal images offer one way that scientists can "see" the iceberg during polar night. Radar imagery from the Sentinel-1 satellite also has been an important tool for Adrian Luckman and the UK-based Project MIDAS, which has been monitoring the iceberg and how its calving affects the Larsen C Ice Shelf.

- There's no telling how much longer A-68A will stay "stuck" in the Weddell Sea. The smaller A-68B is a good example of the path taken by many Antarctic bergs, as they are carried by currents out of the Weddell and northward toward South Georgia and the South Sandwich Islands.

• July 9, 2018: The High Plains Aquifer, also known as the Ogallala Aquifer, is under stress. Farmers today have to drill ever deeper wells in order to pump water for irrigation, and one recent study found the aquifer to be under more strain than any other in the United States. About 30 percent of the water once stored beneath Kansas is already gone, and another 40 percent will be gone within 50 years if current trends continue. 54)

- Nonetheless, pumping continues. Data collected by the MODIS sensors on Aqua and Terra satellites and other sources show that irrigation is increasing in some parts of the aquifer. One study found that 519,000 more hectares were irrigated in 2007 compared to 2002—97 percent of the total added in the United States during that period.

- While MODIS can monitor regional trends, it cannot easily examine irrigation patterns at the level of individual fields. "The higher resolution of the sensors on Landsat give us a more nuanced understanding of the annual and seasonal rhythms of irrigation than is possible with MODIS," explained Jillian Deines, a hydrologist at Michigan State University. Deines and colleagues David Hyndman and Anthony Kendall authored a study in which they compiled nearly two decades of Landsat data to study irrigation trends along the Republican River Basin, which runs through Colorado, Kansas, and Nebraska.


Figure 55: Using Landsat-5, -7 and -8 data to track patterns in irrigation may help water managers sketch out a more sustainable future for the Ogallala Aquifer in the central United States. This map shows irrigation frequency in the basin between 1999 and 2016. Areas watered nearly every year are purple; those watered only rarely are yellow. The extent of the Ogallala Aquifer is shown with gray (image credit: NASA Earth Observatory, maps by Lauren Dauphin, using data from Deines, Jillian, et al. (2017), story by Adam Voiland)


Figure 56: This image highlights the variability in irrigation between center-pivot irrigation fields in an area along the Colorado-Nebraska border. The most widely grown crops in the basin are corn and wheat (image credit: NASA Earth Observatory, maps by Lauren Dauphin, using data from Deines, Jillian, et al. (2017), story by Adam Voiland)

- Water use in the Republican River Basin is a sensitive issue. While there is a compact in place that details how the states should share water, litigation about water use is common. Given the legal context, Deines says it would be helpful for hydrologists and water managers to have a good understanding of exactly when and where irrigation occurs. Ground-based irrigation statistics tend to be decentralized and of varying quality, so Deines looked to Landsat for a more consistent view.

- Examining natural-color and infrared imagery, the team produced high-resolution annual irrigation maps for the entire basin. The maps detail how frequently a field was irrigated, as well as the first and last year it was irrigated.

- After analyzing some economic data, Deines and her colleagues believe some of the variability in irrigation they found was driven by crop prices. (Farmers expand irrigation when prices are high to increase yields and profits.) Rainfall also played a role in the variability. "Farmers ended up irrigating more intensely on a smaller number of fields during drought years," noted Deines.

- Landsat also detected an increase in the number of fields irrigated over the study period. Most of the increase was centered on the eastern part of the basin near the Platte and Republican Rivers, an area where irrigation depends more on drawing water from rivers than drilling groundwater from the aquifer.

• July 6, 2018: From milky white to vibrant turquoise to blood red, the three lakes at the summit of the Kelimutu volcano are known to unpredictably change color— a phenomenon unique to this volcano on the Indonesian island of Flores. 55)

- The changing colors have been a source of supernatural folklore. Locals say the lakes are the resting place for departed souls. Depending on the good or bad deeds performed in their life, the deceased get placed into the various lakes.

- The westernmost lake known as Tiwu Ata Mbupu (meaning Lake of the Old People) is usually blue. Tiwu Nuwa Muri Koo Fai (Lake of the Young Men and Women) is usually turquoise. The southeastern lake called Tiwu Ata Polo (Bewitched Lake) is usually red or brown. It is believed to be the home of those who have been evil in life. Depending on when you visit, the colors can range from white, green, blue, brown, or black. In 2016, the lakes changed colors six times.

- While other lakes can be colored by species of bacteria, the changing colors at Kelimutu are thought to be caused by fumaroles, or volcanic vents that release steam and gases such as sulfur dioxide. The fumaroles produce upwelling in the lakes, such that denser, mineral rich water from the bottom is brought towards the surface. All of the lakes contain relatively high concentrations of zinc and lead.

- While minerals play a part in the coloring, another key factor is the amount of oxygen present in the water. Like your blood, these lake waters appear bluer (or greener) when low in oxygen. When they are oxygen-rich, they appear blood red or even cola black.


Figure 57: These images, acquired by OLI on Landsat-8, show the various colors of the crater lakes on three different days. All three crater lakes appear on the crest of the volcano with the eastern two lakes sharing a common crater wall (image credit: NASA Earth Observatory, image by Lauren Dauphin, using Landsat data from the U.S. Geological Survey, story by Kasha Patel)


Figure 58: Photograph of the Kelimutu crater lakes (image credit: Tom Casadevall, U.S. Geological Survey via Wikimedia Commons, story by Kasha Patel)

• June 18,2018: Estuaries near the coast of Guinea–Bissau on the west coast of Africa branch out like a network of roots from a plant. With their long tendrils, the rivers meander through the country's lowland plains to join the Atlantic Ocean. On the way, they carry water, nutrients, but also sediments out from the land. 56)


Figure 59: This natural–color image captures the movement of the sediments as the rivers move east to west. The image was acquired on May 17, 2018, by the Operational Land Imager (OLI) on Landsat 8. The discoloration is most apparent in Rio Geba, which runs past the country's capital city of Bissau (image credit: NASA Earth Observatory image by Joshua Stevens, using Landsat data from the USGS. Story by Kasha Patel)


Figure 60: This map shows a more detailed look at how colored dissolved organic matter (CDOM) discolors the water. Organic matter—such as leaves, roots, or bark—contain pigments and chemicals that can color the water when they dissolve. Depending on the amount of dissolved particles, the water in natural–color imagery can appear blue, green, yellow, or even brown as the CDOM concentration increases. In this data visualization, the amount of CDOM is represented in yellows, greens, and blues (with blue indicating clearer water). Note the difference in water clarity as the streams flow from inland towards the ocean (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS. Story by Kasha Patel)

- These estuaries play an important role in agriculture. This small west African country is mostly made up of flat terrain that only stands 20 to 30 m above sea level. The coastal valleys flood often, especially during the rainiest part of the year (summer), and can have damaging effects on infrastructure, agriculture, and public health. But at non–devastating levels, the rains make the valleys good locations for farming, especially rice cultivation.

- Much of the agricultural land is created by destroying mangroves, which acts as a natural barrier between the land and the water. For instance, a lot of rice production occurs along the Rio Geba, which is surrounded by broad valleys and a low, rolling plain carved out of woodlands. As a result, coastal areas have been eroding, which is expected to worsen with rising sea levels. A few projects are focused on restoring mangrove populations, and researchers have been seeing regrowth.

• June 13, 2018: Steaming fissures first began to crack open and spread lava across Hawaii's Leilani Estates neighborhood on May 3, 2018. Since then, more than 20 fissures have opened on Kilauea's Lower East Rift Zone, though most of the lava flows have been small and short-lived. 57)

- Not so for fissure number 8. That crack in the Earth has been regularly generating large fountains of lava that soar tens to hundreds of feet into the air. It has produced a large, channelized lava flow that has acted like a river, eating through the landscape as it flows toward the sea.

- While the fissure 8 lava flow initially remained in relatively narrow channels, it began to widen significantly as it neared the coastline and passed over flatter land. It evaporated Hawaii's largest lake in a matter of hours, and devastated the communities of Vacationland and Kapoho, destroying hundreds of homes.

- On June 3, 2018, lava from fissure 8 reached the ocean at Kapoho Bay on Hawaii's southeast coast. When the Multi-Spectral Instrument (MSI) on the European Space Agency's Sentinel-2 satellite captured a natural-color image on June 7, the lava had completely filled in the bay and formed a new lava delta. For comparison, the Landsat-8 image shows the coastline on May 14.

- Since May 3, 2018, Kilauea has erupted more than 110 million cubic meters of lava. That is enough to fill 45,000 Olympic-sized swimming pools, cover Manhattan Island to a depth of 2 meters, or fill 11 million dump trucks, according to estimates from the U.S. Geological Survey. However, that is only about half of the volume erupted at nearby Mauna Loa in a major eruption in 1984.

- The new land at Kapoho Bay is quite dynamic, fragile, and dangerous. "Venturing too close to an ocean entry on land or the ocean exposes you to flying debris from sudden explosive interaction between lava and water," USGS warns. Since lava deltas are built on unconsolidated fragments and sand, the loose material can abruptly collapse or quickly erode in the surf.

- The plumes that form where lava meets seawater are also hazardous. Sometimes called "laze," these white plumes of hydrochloric acid gas, steam, and tiny shards of volcanic glass can cause skin and eye irritation and breathing difficulties. When Sentinel-2 captured this image, the laze plume streamed west and mixed with clouds.


Figure 61: Landsat-8 image of Hawaii's Kapoho Bay costline acquired on 14 May 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS and modified Copernicus Sentinel data (2018) processed by the European Space Agency. Story by Adam Voiland)


Figure 62: Landsat-8 image of Hawaii's costline acquired on 7 May 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS and modified Copernicus Sentinel data (2018) processed by the European Space Agency. Story by Adam Voiland)

• May 16, 2018: Every year, seven million flower bulbs are planted in the Keukenhof Garden in the Netherlands. When the final winter chill disappears and springtime arrives, the bulbs sprout to produce beautiful rows of reds, oranges, and yellows—including 800 varieties of tulips. 58)

- The season begins in March with purple crocuses, followed by hyacinths and daffodils. It ends with tulips reaching peak bloom in April. The vivid display draws more than a million tourists, who line up for a glance before the flowers are harvested and disappear.

- The landscape in this image—known as the "bulb region"—lies about 20 km from Amsterdam. It contains numerous gardens, including Keukenhof, one of the world's largest flower gardens. The Netherlands is the largest producer of tulip bulbs in the world, providing 4.2 billion annually and exporting half.


Figure 63: The colorful floral spectrum can also be seen from space. OLI (Operational Land Imager) on Landsat-8 captured the scene on April 21, 2018 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kasha Patel)

• May 1, 2018: The sparsely populated Gran Chaco plain in South America is home to a dry forest of thorny trees, shrubs, and grasses. The second largest forest in Latin America—behind only the Amazon rainforest—stretches across parts of Paraguay, Argentina, and Bolivia and supports thousands of plant types and hundreds of species of birds, mammals, and reptiles. 59)

- However, the region also has one of the highest rates of deforestation in the world. Observations by Landsat satellites indicate that roughly 20 percent—142,000 km2—of Gran Chaco's forest has been converted into farmland or grazing land since 1985. That's an area roughly the size of New York state.

- Deforestation has been particularly widespread in Paraguay in recent years. Between 1987 and 2012, the forests in Paraguay lost nearly 44,000 km2, mainly because of the expansion of cattle farms in the western part of the country.


Figure 64: OLI on Landsat-8 captured this natural-color image of pastures in Boquerón on August 14, 2016. The image is centered just east of the Pilcomayo River near Tezén. Unlike the "fishbone" pattern of deforestation in the Amazon, deforestation in the Gran Chaco tends to leave large rectangular clearings that reflect careful surveying by large-scale cattle-ranching operations (image credit: NASA Earth Observatory, image by Michael Taylor, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)

• April 30, 2018: In February 2018, the average extent of sea ice in the Arctic was the lowest of any February on record, thanks to a winter warming event. Then, on March 17, 2018, Arctic sea ice extent reached its annual peak; it was the second-lowest maximum on record. 60)

- By the time the image of Figure 65 was acquired in mid-April, springtime sunlight and warmth had advanced the melting to produce some beautiful patterns and textures in the Beaufort Sea, north of Canada. The natural-color image was acquired by the Operational Land Imager (OLI) on Landsat-8 on April 15, 2018. A small part of the image (lower right) was mosaicked in from an April 17 image in order to show more of Mackenzie Bay. In the days before this image was acquired, the region experienced an extended period of generally sunny days, allowing ample sunlight to reach the ice and melt its surface. The thinnest ice appears blue-gray.

- The favorable weather was a boon for NASA's Operation IceBridge, an airborne mission now in its tenth year making flights over the Arctic. Clear skies meant ample data could be collected by instruments on P-3 research plane when it flew over sea ice in the eastern Beaufort Sea on April 14.

- "The main purpose of these IceBridge flights is to measure the thickness of the sea ice," said IceBridge project scientist Nathan Kurtz. "Ice thickness is an important factor which allows us to assess the health of the pack and its ability to survive the summer melt. It is also an important regulator in the exchange of energy and moisture between the ocean and the atmosphere."


Figure 65: OLI natural color image of the Beaufort Sea, north of Canada, acquired on 15-17 April 2018 (image credit: NASA Earth Observatory images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)

- Sea ice appears static when we view a single satellite image, but in fact, it is almost constantly in motion. The ice pack in the open sea is pushed around by winds and currents, and this fractures it into smaller pieces that are more vulnerable to melting. The animation of Figure 66, composed of images acquired by NASA's Moderate Resolution Imaging Spectroradiometer (MODIS) instrument on the Terra and Aqua satellites between April 4 and 15, captures that motion. Some areas appear to open up and then refreeze. Note how the fast ice—which is still anchored to the shore and more resistant to winds and currents—appears less fractured.

Figure 66: The animation of MODIS instrument on Terra and Aqua, acquired between 4-15 April 2018 (image credit: NASA Earth Observatory, images by Joshua Stevens, using MODIS data from LANCE/EOSDIS Rapid Response, with special thanks to Walt Meier, NSIDC, story by Kathryn Hansen)

- As the sea ice thins and fractures, you can also see that warmth is also coming from ocean water below the ice. The TIRS (Thermal Infrared Sensor) on Landsat-8 captured the data for this false-color image on April 15 and 17 (Figure 67). It shows the relative warmth or coolness of the landscape. Orange depicts where surfaces are the warmest—areas of open ocean or thin sea ice. Light blues and whites are the coldest areas, which includes the fast ice and the larger, thicker floes.

- This visual array of thicknesses, textures, and motion in the sea ice are a striking example of Earth's beauty that few people get to witness. "As scientists, we have the privilege of witnessing the beauty and mystery of the cryosphere firsthand, even as we work to collect that data," said IceBridge mission scientist John Sonntag. "Often I look out from the windows of our aircraft and see features that I don't immediately understand, but one of my colleagues in the global community of cryospheric scientists can usually explain the processes behind them."

- "While on the flights, I'll stare out the windows for hours looking at the surface. The movement of the ice leads to huge variability over small scales, with many interesting scenes and patterns visible and a variety of color shades," Kurtz added. "But there's only so much that can be discerned with human eyes. That is why we have the sensitive instrument suite on the plane: to map the intricacies of the ice cover which may otherwise be invisible to us and to quantify parameters for scientific interpretation."


Figure 67: TIRS on Landsat-8 captured the data for this false-color image on 15-17 April 15, 2018 (image credit: NASA Earth Observatory image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)

• April 25, 2018:The Russian settlement of Surgut lies on the north bank of the Ob River in the cold, swampy lowlands of West Siberia. Just a small village in the 1960s, Surgut has ballooned into a bustling city of 340,000 people, largely because of the development of the vast gas and oil reserves in the area. 61)


Figure 68: Detail image. OLI on Landsat-8 collected this natural-color image of the city and its surroundings on August 22, 2016. Gas and oil infrastructure spreads across marshlands northeast of the city, and there is another sizable oil field southeast of the neighboring city of Nefteyugansk (image credit: NASA Earth Observatory images by Mike Taylor and Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)


Figure 69: OLI on Landsat-8 collected this natural-color image of the city and its surroundings on August 22, 2016. Gas and oil infrastructure spreads across marshlands northeast of the city, and there is another sizable oil field southeast of the neighboring city of Nefteyugansk (image credit: NASA Earth Observatory images by Mike Taylor and Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)

- By analyzing NDVI measurements collected between 2000 and 2016 (Figure 70), Igor Ezau and Victoria Miles of Norway's Nansen Environmental Remote Sensing Center have identified some interesting changes in this area. Most notably, the taiga forests across the northern part of West Siberia have gradually become less green, a trend the scientists attribute to rising summer temperatures.

- However, the opposite is true in pockets of forest around the towns and cities. When the researchers focused on changes to the vegetation within 40 km of 28 cities in Siberia, they found the vegetation had gotten slightly greener (or browned less) than the rest of the region.


Figure 70: Over the past two decades (acquired between 2000-2016), NASA satellites (MODIS on Terra) have collected observations of the Normalized Difference Vegetation Index (NDVI)—the "greenness" or health—of the vegetation in the forests and marshlands around the city. Taiga forests (light green) made up of evergreen and deciduous trees grow in the well-drained soils along the Ob River, while marshlands (light brown) with few trees dominate the swampy landscape beyond the river valley (image credit: NASA Earth Observatory images by Mike Taylor and Joshua Stevens using NDVI trend data courtesy of Victoria Miles/NERSC, story by Adam Voiland)

- The effect was particularly pronounced around older cities like Surgut, which have had more time to establish parks and other green spaces to reverse the initial loss of vegetation cover associated with development and urbanization. In the NDVI variability map above, the cities and rivers showed low variability between 2000 and 2016 in comparison to the ring of vegetation surrounding the two cities. The greater variability indicates an increase in greening during the warmer months. Note: to generate the NDVI map, the scientists applied a statistical technique that extracted the local effects from the regional trends.

- The greening trend was driven by other factors, as well. For Surgut and several other cities, development required covering swampy soils with relatively sandy, well-drained soil that was sturdy enough to build on. The sandier soils were not only better for infrastructure, they made it easier for trees to thrive.

- Building materials like concrete and asphalt also created an urban heat island that increased land surface temperatures in the city core compared to rural areas around it. In the Arctic, heat islands warm the soil, which can thaw underlying permafrost and have far-reaching effects on tundra and taiga landscapes. In areas like Surgut with cool and short summers, the added warmth gives many types of vegetation a boost.

- In comparison to other Siberian cities, the intensity of Surgut's heat island is unusual. The city is home to two large gas power plants. One of them, Surgut-2, has an installed capacity of 5597 megawatts, which means it supplies energy to nearly 40 percent of the population in Russia and is among the largest gas-fired power stations in the world.

- "Surgut is now about 10 degrees Celsius above normal, which means that ecosystems around the city have a climate that could otherwise only be found 600 kilometers to the south," noted Ezau.

• April 11, 2018: Like plant life on land, phytoplankton in the water flourish under just the right conditions. For phytoplankton in Louisiana's Lake Pontchartrain, those conditions include a combination of ample sunlight and nutrients, a long stretch of warm weather, and calm winds. 62)

- Lake Pontchartrain and other nearby lakes and inlets compose a huge estuary east of the Mississippi Delta; collectively they drain an area spanning 12,000 km2 (4,600 square miles). Unusually warm temperatures in February and March helped spur the early spring bloom shown in Figure 71, even before nutrients from the Upper Mississippi could pour into the region.

- Blooms become more likely when excess river nutrients reach the lake through the Bonnet Carré Spillway. During flood season, the spillway is occasionally opened to divert excess water from the Mississippi River and relieve pressure on levees near New Orleans.

- On March 8, the U.S. Army Corps of Engineers started to open the spillway in response flooding along the Ohio and Mississippi Rivers. The pulse of sediment-laden water is visible on March 14. Such inputs of nutrients—often fertilizer from the Mississippi watershed—can set the stage for large blooms of algae and cyanobacteria—single-celled organisms that can contaminate drinking water and pose a risk to human and animal health. Satellite imagery can help identify the occurrence of a phytoplankton bloom, but direct sampling is required to discern the species.

- The extra nutrients from the Mississippi helped trigger another bloom around March 25. However, cloud cover impeded satellite views on most days.

- By early April 2018, the blooms appeared less vibrant. John Lopez of the Lake Pontchartrain Basin Foundation reported, that wind on the lake helped to break up the second bloom and suppress its growth. But nutrients from the river can persist in the lake for months, making it possible for more blooms to develop later this year.


Figure 71: Blooms of phytoplankton appeared in Lake Pontchartrain several times in March 2018. OLI on Landsat-8 acquired this image of a colorful bloom on March 3, 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)


Figure 72: Overview of the Lake Pontchartrain/New Orleans region acquired by OLI on Landsat-8 on March 3, 2018 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)

• April 8, 2018: Greenland's coastline is anything but smooth. It is punctuated by rocky outcrops and ice-choked fjords, the outlets through which ice from the interior drains into the sea. The myriad "marine-terminating outlet glaciers" along the coast of Prudhoe Land in northwest Greenland may not be the country's largest, but they are retreating fast. 63)

- This image pair shows changes to two of the more prominent glaciers in this region. Figure 73 was acquired on September 28, 1987, by the Thematic Mapper on Landsat-5; Figure 74 was acquired on September 30, 2017, by the Operational Land Imager (OLI) on Landsat-8. Tracy Glacier (north) and Heilprin Glacier (south) are the largest glaciers draining into Inglefield Bredning, a fjord measuring about 20 km wide.

- According to research published in 2018, scientists found that glaciers in this region have retreated significantly in the 21st century due to atmospheric warming. From the 1980s through the 1990s, Tracy and Heilprin glaciers retreated at similar rates, about 38 and 36 meters per year, respectively. But between 2000 and 2014, their rates of retreat diverged dramatically. Tracy retreated by 364 meters per year. That is more than three times the rate of retreat at Heilprin, which lost 109 meters per year over the same span.

- The difference is likely due to the way the glaciers encounter water. Tracy Glacier flows into a deep channel of seawater (as much as 600 meters deep), making it more vulnerable to melting from below by ever-warming seawater. Heilprin, in contrast, flows into shallower water and is not thinning or retreating as quickly.

- NASA's ship-based Oceans Melting Greenland (OMG) field campaign has been studying the role of the oceans in the melting Greenland's ice. At the same time, Heilprin and Tracy glaciers are among those mapped each year by NASA's Operation IceBridge, an airborne mission to map polar ice. During the 2011 IceBridge campaign, scientist Michael Studinger snapped this photograph of Tracy Glacier.


Figure 73: TM (Thematic Mapper) on Landsat-5 acquired this image on 28 Sept. 1987 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)


Figure 74: OLI (Operational Land Imager) on Landsat-8 acquired this images on 30 Sept. 2017 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Kathryn Hansen)

• April 5, 2018: The transformative power of water, wind, and gravity is on full display in Iraq's Ga'ara Depression. The rim of this large, oval-shaped basin near the Iraq-Syria border rises a few hundred meters along its southern and western edges. 64)

- Geologists call the rock at the bottom of the basin the Ga'ara Formation. It is made up of alternating layers of sandstone and soft claystone that formed roughly 300 million years ago, when the area was covered by a shallow sea. Later, types of carbonate rock (dolomite, limestone, and marl) were layered on top of the Ga'ara Formation, and the entire sequence of rock was gradually pushed up into a dome shape by tectonic forces.

- The dome achieved its maximum height about 30 million years ago. Erosive forces have since chipped away at this layer-cake of rock. The combined effects of water, wind, and gravity wore through the thin carbonate layers at the top of the dome, and then hollowed out the oval-shaped depression from the soft, crumbly rock of the Ga'ara Formation, leaving behind a rim of tougher carbonates. These steep cliffs along the southern rim have played a key role in widening the basin over time. The regular stream of landslides and rockfalls that tumble down the cliffs have caused the southern rim to continue moving south over the years.


Figure 75: OLI on Landsat-8 acquired this image of the basin on August 27, 2017. It is derived from observations of shortwave infrared, near infrared, and green light (bands 7-5-3), a combination that makes it easier to distinguish different rock and soil types and to detect the presence of moisture (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey. Story by Adam Voiland)

- While rain is infrequent here, it can fall in intense bursts during the short wet season. These sporadic deluges can transform dried-out channels (known locally as wadis) into roaring rivers that, over time, carve the sharp valleys in the limestone plateaus along the western and southern rim. When the rushing streams drain into the Ga'ara's relatively flat interior, they spread out and become braided streams with multiple, interlacing channels that spread sediment over a wide area.

- As the streams slow, their capacity to carry sediment diminishes, causing sandbars to accumulate along the channels. Over time, the channels migrate back and forth, creating fan-shaped deposits of sediment known as alluvial fans. Some of the fans, especially along the southern rim, are older and dormant; others, mainly along the western rim, are smaller and actively growing.

- While geologists think rockslides and flowing water were especially influential in carving out this depression, wind played a key role as well. During drier periods, fine sand on the basin floor often gets lifted by wind storms and blown out of the basin in an easterly direction.

• March 26, 2018: It is one of the most famous patches of coral outside of the Great Barrier Reef. Stretching a mere 7.5 km by 2.5 km and surrounded by deep ocean, it is barely a speck on world maps. Though uninhabited today, Nikumaroro atoll is noteworthy for someone who likely had a short and ill-fated residence there: Amelia Earhart. 65)

- Nearly 1,600 km from Fiji, halfway between Australia and Hawaii, this South Pacific island is essentially a sandbar atop a coral reef atop a subsiding deep-sea volcano. The Operational Land Imager (OLI) on Landsat-8 acquired a natural-color image of the tiny island on July 28, 2014 (Figure 76).

- Once named Gardner Island by American sailors, Nikumaroro is part of the Phoenix Islands in the island nation of Kiribati. The Americans and the British tried several times to colonize the island, attempting to grow coconuts and considering the spot for weapons testing. Thick scrub and stands of Pisonia and coconut palms hold the sandbar in place around a central lagoon. Kiribati declared the island part of the Phoenix Islands Protected Area in 2006.

- The most famous claim to fame for Nikumaroro is that it may be the final resting place for Amelia Earhart and Fred Noonan. The pair of Americans flew out of New Guinea in July 1937 on one of the last proposed legs in their attempt to circumnavigate the world by airplane. Their intended destination was Howland Island (also part of the Phoenix Island chain), but they never made it. Radio transmissions suggested they might have missed their target by several hundred miles to the southeast.

- For decades, forensic scientists, historians, and aviation aficionados have searched for evidence that Earhart landed the Lockheed Electra 10E on Nikumaroro. Many of those efforts have centered around a crest of land called The Seven Site (named for the shape of a clearing). British colonists in the late 1930s found human bones, a woman's shoe, airplane parts, bottles of cosmetics, and a box that once contained a sextant (for navigation), among other items. Later explorations have turned up evidence of campfires and of shells and fish, turtle, and bird bones that appeared to have been eaten.

- But early forensic studies of the remains and artifacts were crude by today's standards and ultimately proved conflicting and inconclusive. Modern scientists no longer have access to the human bones for DNA testing. A new analysis of the old evidence, published earlier this year, concluded that there is enough evidence to call Nikumaroro the final resting place of Earhart, though the debate continues.


Figure 76: The OLI instrument on Landsat-8 acquired this natural-color image of the Nikumaroro atoll on 28 July 2014 (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey. Story by Mike Carlowicz)

• March 15, 2018: Where the states of Indiana, Illinois, and Kentucky meet, so do the Wabash and Ohio rivers. At this junction, the Ohio picks up water from the Wabash and continues flowing generally southwest until it joins the Mississippi River near Cairo, Illinois. Here, the Ohio River adds a tremendous amount of water to the Mississippi River, making the Ohio River a major source of freshwater that ultimately reaches the Gulf of Mexico. 66)

- The connections in this drainage system, or watershed, is why the heavy rains that spurred flooding in the Midwestern United States in late February 2018 ultimately led to flooding in Louisiana in early March. What happens downriver is largely affected by what happens upriver. The pulse of floodwater on the Ohio helped deliver freshwater and a sediment plume to the Gulf of Mexico.

- The recent flooding at the confluence of the Wabash and Ohio rivers is visible in this image, acquired by OLI (Operational Land Imager) on the Landsat-8 satellite. The image is a composite, showing floodwater on March 3, 2018, combined with an image acquired on November 7, 2017, that shows the typical widths of the rivers. It is false-color (bands 6-5-3) to better distinguish flooded areas (blue) from the surrounding land (tan).

- John Sloan, a watershed scientist at the National Great Rivers Research and Education Center, pointed out that smaller tributaries on the west side of the image have narrower floodplains that become successively larger as the watershed becomes larger. Major rivers, such as the Ohio, have very wide floodplains. This image shows the widespread flooding that can occur in the area around the confluence of major rivers like the Wabash and Ohio rivers.

- Floods can speed up the processes of erosion and sedimentation, increasing the volume and speed of the water flowing through an existing channel. During a flood, water and sediment can spill over a river's natural banks and flow into the adjacent floodplain. In the image of Figure 77, the blue area shows both the river channel and the portion of the floodplain that was flooded in early March.

- As the floodwaters slow and recede, they usually leave most of their sediments behind on the floodplain. Sometimes these add organic matter and fertility to the floodplain. In other cases, land is scoured and thick sand deposits are left behind-for instance, when a levee breaks and water rushes across the floodplain.

- "River flooding is a natural process," said Lois Morton, a professor (emeritus) at Iowa State University. "Floodplains provide important upstream storage, reducing river flows downstream, recharging groundwater supplies, filtering nutrients, and enriching forest and wetland habitats."

- Major flooding most often occurs when heavy, persistent winter rains coincide with snowmelt because the still-frozen ground makes water run off the landscape rather than soaking into the soil. The flood this winter along the Ohio River was the worst in two decades, according to news reports, but not the worst on record.

- "The winter flood of 1937 on the Ohio River was one of the worst to hit the Ohio River Valley, and the Wabash basin was a big contributor," Morton said. Waters rose to "major" flood stage north of the Ohio-Wabash confluence and inundated Evansville, Indiana. They crested well above major flood stage south of the confluence in Shawneetown, Illinois, and destroyed most of the town.


Figure 77: Composite image of OLI, showing floodwater on March 3, 2018, combined with an image acquired on November 7, 2017, that shows the typical widths of the rivers. It is false-color (bands 6-5-3) to better distinguish flooded areas (blue) from the surrounding land (tan), image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the USGS. Story by Kathryn Hansen, with image interpretation by John Sloan/National Great Rivers Research and Education Center, and Kenneth Olson and Lois Morton/Iowa State University.

• March 13, 2018: Just over 200 km southwest of Barcelona, Spain's largest river meets the Mediterranean Sea and creates the Ebro Delta. At 350 km2, the delta is the fourth largest on the Mediterranean. It is an important wetland ecosystem and a productive agricultural area. Two large spits flank the delta to the north and south, giving it a distinct shape like a bird in flight. 67)

- The Ebro River drains one-sixth of the Iberian Peninsula (more than 8.5 million hectares) as it makes its way from the Pyrenees and Cantabrian mountains of northern Spain. It winds through the regions of Cantabria, Castile and León, the Basque Country, La Rioja, Navarre, Aragon, and Catalonia, forming portions of those regional boundaries and lending its name to cities and towns throughout. As the Ebro traverses these regions of Spain, it takes pieces of each—sediments, soil, and sand. When the river meets the sea, it loses velocity and deposits its sediment load along the shore, feeding the delta.

- Scientists have estimated that the river first reached the Mediterranean Sea about 13 to 15 million years ago. The peculiar shape of the Ebro Delta reveals that it has had a rich morphologic history, and the delta has experienced tremendous shape-shifting recently.

- Motivated by the complex shoreline, a group of researchers led by Florida State University's Jaap Nienhuis used simple models of river profiles and coastline evolution to understand the delta's development. The authors established that rapid changes to the Ebro Delta began about 2100 years ago, and their results were published in Earth Surface Dynamics.

- "There is a lot of information hidden in that shape complexity that we knew might tell us something about what the delta looked like in the past," Nienhuis said.

- A substantial input of sediments built and shaped the Ebro Delta. Climatic records show that flooding was initially responsible for carrying an abundant amount of river sediments to the coast. But more recent delta growth spurts can be attributed to manmade land-use changes, such as forest clearing and the conversion of land to agricultural fields, which exposed more sediment for runoff into the Ebro River.

- "The Ebro, and many other deltas in the Mediterranean, were some of the first to experience significant human impacts," Nienhuis explains. "Some of the modeling we have done suggests that early land-use changes, like deforestation during the Roman Empire, could have led to its growth. In that sense, we can use the Ebro to learn about coastal response to land-use changes and the longevity of some of these impacts."

- Deltas are categorized into three main groups: river-dominated, tide-dominated, and wave-dominated. Wave-dominated deltas often have a "cuspate" shape, which is created as the sea pushes the river's deposits back towards the shoreline on each side of the main channel. This leads to smooth, curving beaches that extend back to the mainland on both sides. River-dominated deltas are pointy because the river exerts itself into the sea, depositing enough sediment to sustain its river channel and outpacing the ability of waves to push those sediments back to shore. This creates "lobes" of land extending into the sea.


Figure 78: This natural-color Landsat-8 image was acquired on 31 January 2018. One can see the modern La Banya and El Fangar spits and the southern lagoons that were once bays, as well as the suspended sediment plume exiting the river's mouth (image credit: NASA Earth Observatory, image by Michael Taylor and Joshua Stevens, using Landsat data from the USGS, story by Laura Rocchio)

- More than 1,000 years ago, a river-dominated Ebro Delta formed a pointy lobe known as the Riet Vell. Then, around six centuries ago, the river channel changed course (a process called avulsion) and the Riet Vell lobe was abandoned. A new lobe called the Sol de Riu began to form at the mouth of the new river channel. Meanwhile, the abandoned Riet Vell lobe was slowly pushed landward by waves to form a spit at the southern end of the delta. Like a potter working a piece of clay, the constant wave action slowly transported sediments southwest, forming the long curving La Banya spit.

- An avulsion that occurred about 300 years ago moved the river channel yet again, this time abandoning the Sol de Riu lobe, which was in turn worked by waves into the El Fangar spit to the delta's north. It also formed the Mitjorn-Buda lobe that the channel still runs through today. Nienhuis and colleagues speculate that sometime during this period of rapid delta growth, former unnamed spits closed off their protected bays and created the modern Encanyissada, Clot, and Tancada lagoons.

- Humans, who indirectly drove the growth of the delta over the past 2100 years, are today starving the delta. The waters of the Ebro River have been diverted for irrigation, so sediment dynamics have drastically shifted. There are now 187 dams on the river, and most sediments now settle in front of dams instead of reaching the sea. The loss of sediment deposits from the Ebro River means the modern Ebro Delta is now wave-dominated. River damming, combined with sea-level rise and land subsidence, are predicted to take their toll—40 percent of the delta could be submerged by 2100.

• March 6, 2018: In Sarawak, rivers stem from rivers stemming from even larger rivers. The snake-like nature and sharp turns of these waterways resemble a painting when viewed from space, but the causes of these patterns are rooted in nature. 68)

- On June 16, 2016, the Operational Land Imager (OLI) on the Landsat 8 satellite acquired this image of the Sarawak River Delta on the island of Borneo in East Malaysia (Figure 79). The Rajang River, visible at the bottom of the image, is Malaysia's longest (563 km) and can be navigated from the South China Sea to points far inland.

- The area's unique drainage patterns are most obvious in the top-right quadrant of the image, northeast of Sarikei. Here you can see the Rajang River forking at several sharp T-shaped junctions, heading at times 90 degrees from its previous path, and then turning west and resuming its path toward the sea. According to Robert Gastaldo, a sedimentologist at Colby College, this so called "T-junction splitting" is the result of faults in the Earth's upper crust. The faults cause blocks of land to drop downward, which strongly influences the path that water will take.

- Not all of the rivers pictured here take such sharp turns. According to Gastaldo, the gentle snake-like turns are sculpted by the incoming and outgoing tides, which can be significant in this delta. During a king tide, water can rise and fall by 6 meters within a 12-hour cycle. Tides also influence the shape of a river's mouth. As a tide falls, or "ebbs," seawater rushes seaward. The high speed of that rushing water, combined with the normal seaward flow of river water, sculpts a funnel-shaped mouth. The Batang Paloh is a clear example of this phenomenon, where the mouth is much wider toward the ocean and narrows toward the land.

- You can also see an array of colors in the waters throughout the delta. Light brown "tea-colored" water is caused by humic acids that have leached into the water from the peatlands. (The entire area is blanketed in a layer of thick peat that has been accumulating since about 7,500 years ago.) Yellow-tinged waters contain a mix of this peat and large amounts of suspended sediment. The gradient in color depends on how much sediment remains suspended in the water as it approaches the coast.

- "In the 1960s, the Rajang River flowed clear with a tinge of light-brown tea water," Gastaldo said. "Once logging commenced, the high amount of rainfall in this part of the island could more easily erode the soils, significantly increasing the suspension load."


Figure 79: The OLI instrument on Landsat-8 acquired this image on 16 June 2016 of the Sarawak River Delta on the island of Borneo in East Malaysia (image credit: NASA Earth Observatory, image by Mike Taylor, using Landsat data from the USGS. story by Kathryn Hansen, with image interpretation by Robert Gastaldo/Colby College)

• February 24, 2018: As recently as 2010, only 3 percent of Cambodia's domestically generated electricity came from hydropower. By 2016, hydropower was the source of 60 percent of it. 69)

- The completion of the Lower Sesan II dam in Stung Treng province will give hydropower yet another boost. At full capacity, the $800 million project is designed to generate 400 MW of electricity, making it the biggest hydropower station in the country. Water levels began to rise in September 2017, when the dam's floodgates were closed. In November 2017, the first turbine began to generate power. By October 2018, all eight turbines are expected to be operating.

- OLI (Operational Land Imager) on the Landsat-8 satellite captured these before and after natural-color images of the dam and reservoir. They were built near the confluence of the Sesan River (Tonlé San in Cambodian) and Srepok River, both tributaries of the Mekong River. The image of Figure 80 was acquired on February 14, 2017; Figure 81 shows the same area on February 1, 2018. The brown and light green areas in the first image, particularly those with straight edges, were likely cleared recently for timber; some of the smaller tan areas were crop fields near villages. Densely forested areas are green.

- In a country where only 50 % of rural communities have access to the electrical grid, the boost in generating capacity will help with a government-led effort to bring electricity to all Cambodians by 2022. The project is also expected to reduce the cost of electricity.

- However, the dam and its 75 km2 reservoir will also have significant impacts on communities near the river. Though some communities have resisted moving, rising waters have forced thousands of people to leave their villages. Scientists have cautioned that the Mekong Basin could see a 9% drop in the availability of fish.

- The dam is likely a harbinger of things to come. Plans are ongoing to add several more dams along the Mekong River and its tributaries, including two on the Mekong River that would dwarf this one. The Stung Treng dam would generate 900 MW and the Sambor Dam would generate 2,600 MW.


Figure 80: OLI image of the two river region in Cambodia, captured on 14 Feb. 2017, prior to the completion of the dam (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)


Figure 81: OLI image of the same area, acquired on 1 Feb. 2018, showing the partially filled lake (image credit: NASA Earth Observatory, image by Joshua Stevens, using Landsat data from the U.S. Geological Survey, story by Adam Voiland)

• February 15, 2018: Several hundred years ago, pre-Inca and Inca civilizations grew corn, potatoes, beans, quinoa, and squash on raised beds in the verdant Cayambe Valley. Now greenhouses dominate this landscape, and most of them are filled with roses and other cut flowers that will be harvested, packed, and shipped to the United States. Located in Ecuador's Northern Highlands, the Cayambe Valley has one of the highest densities of greenhouses for rose production in the world, said Gregory Knapp, a geographer at the University of Texas at Austin and a scholar of Ecuador's booming cut flower industry. 70)

- OLI (Operational Land Imager) on Landsat-8 collected these natural-color images of the valley on September 20, 2017. The image of Figure 82 is a detail nadir view of Figure 83, with Cayambe, a town of 40,000 people. Figure 83 features also three inactive volcanoes, lying to the north, including Imbabura (4,630 m). Bands of cloud forests (dark green) ring the lower slopes of the volcanoes.

- Ecuador exports nearly $1 billion (U.S.) in cut flowers each year; the main product is roses, though baby's breath, carnations, and chrysanthemums are also grown. About one-third of the roses that Americans exchange on Valentine's Day come from Ecuador; almost all of the rest arrive from Colombia. Cayambe's rise as an epicenter of rose production mirrors the growth of Ecuador's cut flower industry. In the mid-1980s, Landsat imagery shows very few greenhouses in Cayambe. By 2000, they had sprung up on the outskirts of the town. By 2017, they were ubiquitous. The greenhouses make it possible for rose growers to precisely control temperature and humidity to minimize diseases and pests.


Figure 82: OLI nadir natural-color image of Cayambe surrounded by plastic greenhouses, acquired on 20 Sept. 2017 (image credit: NASA Earth Observatory images by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland)

- The valley's location along the equator makes it ideal for growing roses, which benefit from bright light, the roughly equal length of days year round, and the minimal variations in daily and seasonal temperatures. At an elevation of roughly 2,800 m, roses also grow slower than they would if grown at lower elevations, leading to larger blooms and more sugar in the stems (which extends shelf life).

- Wetlands and irrigation systems provide easy access to water; some of the water supply systems date to pre-Columbian times. The valley's fertile volcanic soils are another plus, though the location at the foot of an active volcano comes with the risk of ash falls and destructive mudflows known as lahars.

- "There are certainly questions and concerns about the environmental and health impacts of the pesticides used and the treatment of greenhouse workers (in particular women), but the explosive growth of Cayambe's flower industry—which nobody expected—has had undeniable benefits," said Knapp. "It has created a huge number of jobs in the area and turned Cayambe into a prosperous place."


Figure 83: An overview of the Cayambe valley and its surroundings with the snow-capped Volcán Cayambe (5790 m) — an active stratovolcano east of the town— which towers over the valley (image credit: NASA Earth Observatory images by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland)


Figure 84: This image shows the Landsat data draped over topographic data from NASA's SRTM (Shuttle Radar Topography Mission), image credit: NASA Earth Observatory images by Joshua Stevens, using Landsat data from the USGS and SRTM data, story by Adam Voiland

In its five years in space as of 11 February 2018, the Landsat-8 Earth-observing satellite has racked up some impressive statistics: 26,500 orbits around the planet, 1.1 million "scenes" captured, a motherlode of images that represents 16 percent of all the observations in the 45-year Landsat archive. 71)

- But more impressive and important than any set of numbers, Landsat-8 — which makes global measurements of Earth's land surface — strengthened the program's role as a cornerstone among the growing number of government and commercial programs that capture imagery of Earth from space.

- Landsat-8's global coverage and faster data acquisition rates are enabling significant research and opening up new ways in which scientists, businesses, and resource managers can use the data – including water quality mapping, near-realtime ice velocity detection, and improved tracking of crop health and how much water crops use.

- "I am thrilled by the performance of Landsat 8," said NASA Landsat 8 Project Scientist Jim Irons. "And even more so by the adoption of the data by so many people for important, consequential research and applications."

- The Landsat program is a collaboration between NASA and the USGS (U.S. Geological Survey). NASA oversees the design, build, and launch; USGS takes over operations once satellites are in orbit, and manages the expanding data archive. Landsat 8 is the latest success in this nearly 50 year partnership.

- "If we look back over the five years, have we hit our mark?" said Tom Loveland, Chief Scientist at USGS' EROS (Earth Resources and Observation Science) center. "My answer would be that to date, almost all capabilities that we rely on for Landsat-8 are working superbly."

- Landsat-8, which before launch was called LDCM (Landsat Data Continuity Mission), launched into orbit on Feb. 11, 2013. Once it became operational and was renamed Landsat-8, the satellite continued a streak of engineering and science success unmatched in spaceflight: the succession of Landsat satellites has now made 45-plus years of continuous observations of Earth's surface, without any gaps.

- The length of this record is what makes Landsat a "cornerstone" program in the growing field of land imaging. For scientists that want to compare new imagery or data to previous decades, the unbroken Landsat record offers the one, consistent reference point. This role is furthered by USGS's and NASA's commitment to keeping the entire Landsat data archive free and accessible to scientists and the public. Landsat-9 is targeting a launch in 2020 and will continue that role.

- At a time when more commercial imagers are operating, "Landsat-9 will launch into this mix and continue to provide the stability and reliability necessary to systematically study Earth surface dynamics," Irons said.


Figure 85: Remote Rupert Bay in northern Quebec (Canada) is a place where the majesty and dynamism of fluid dynamics is regularly on display. With several rivers pouring into this nook of James Bay, the collision of river and sea water combines with the churn of tides and the motion of currents past islands to make swirls of colorful fluid that could impress even the most jaded of baristas (image credit: NASA Earth Observatory)

Legend to Figure 85: When OLI on Landsat-8 captured this image of Rupert Bay on July 30, 2016, tannin-stained (dark brown) river water was flowing into the bay at the same time that turbid seawater appeared to be pushing in due to the rising tide. The shallowness of the bay, some suspended mud and sediment kicked up by the tide, and mixing of the stained river water and sea water likely gave the sea water a light brown appearance. Note that the colored plumes and intricate vortices around the islands are pointing inland—an indicator that the tide was likely coming in or that northwesterly winds were affecting the flow of the water. The lowermost image shows a detailed view of von Kármán vortices formed as water flowed past a small island in the bay.

- Landsat-8 benefits from evolutionary technological advances over its predecessors. Landsat- 8's OLI (Operational Land Imager ) collects data in two new spectral bands: a deep blue (coastal/aerosol) band and a cirrus cloud detection band. Both of Landsat-8's science instruments, OLI and TIRS (Thermal Infrared Sensor), can outperform their predecessors' measurement sensitivity due to an improved SNR (Signal-to-Noise Ratio).

- These improvements have been integral to the work of water quality managers who can now use Landsat-8 to map water quality indicators in coastal and inland waters. "We can now pull out detailed maps of water constituents, including chlorophyll, dissolved organic matter, and suspended sediment," says Jeff Masek, the Landsat-9 Project Scientist.

- Landsat-8 has also made mapping the movement of glaciers, ice sheets, and sea ice easier. This in turn has led to the near-realtime global monitoring of glaciers, detailed Antarctic ice sheet velocity maps, and new Antarctic rock outcrop maps, all of which combine to give a better understanding of cryospheric processes.

- Landsat-8 also detects more subtle changes in vegetation health and can help make meaningful measurements of biophysical variables that land managers track, like leaf-area index. And with the launch of the European Space Agency's Sentinel-2 satellites, scientists are now "harmonizing" imagery from multiple missions to observe changes to vegetation on seasonal timescales.

- This five-year launch anniversary also marks an engineering milestone. Landsat-8 was built with a five-year design life. Most missions that survive their first few months on orbit tend to last much longer than their stated design life. Given that Landsat-8 instruments have few moving parts and the OLI instrument in particular has significant redundancy, scientists and engineers think Landsat-8 will continue operating for years to come. "I expect Landsat 8 to last well beyond its design life and continue operations deep into the next decade," Irons said.

- The first three Landsats were built with one-year design lives but the operational life exceeded that by at least four years for all of them. Landsats-4 and -5 were built with three-year design lives, but operated well beyond that – Landsat-5 operated for nearly 29 years (a feat for the record books). And Landsat-7, launched in 1999, was built with a five-year design life and is now in its 19th year of operation, albeit with some degradation.

- Landsat-8's data quality and collection pace add significantly to the Landsat data record. The combined Landsat archive with its depth, quality, and open access has exposed new avenues to better understanding our planet, and this record will continue into the future.

• February 7, 2018: The Cotahuasi Canyon in Peru stands as a potent reminder of the tremendous erosive power of water and ice. Cutting through a towering plateau—a product of repeated volcanic eruptions and tectonic uplift—the canyon is one of the deepest in the world. 72)

- Cotahuasi formed over the course of several million years as rivers and glaciers chiseled into the plateau. The relief from the canyon floor to the rim ranges from 2.5 to 3.5 km (1.5 to 2.2 miles), making Cotahuasi Canyon about twice as deep as the Grand Canyon.

- Evidence of volcanic activity surrounds the canyon. To the south, snow-capped Solimana (Figure 86), an inactive stratovolcano that last erupted about 500,000 years ago, soars above the plateau. Colorful yellow and orange volcanic deposits are visible around the north rim of the canyon.


Figure 86: On July 3, 2016, OLI on Landsat-8 passed over the canyon. This image shows the Landsat-8 data draped over topographic data from NASA's SRTM (Shuttle Radar Topography Mission) of Feb. 2000 (image credit: NASA Earth Observatory, image by Joshua Stevens using Landsat data from the USGS and topographic data from SRTM, story by Adam Voiland)

- The image of Figure 87 underscores the stark transitions in environmental conditions and vertical ecology of the canyon. The base (elevation 1200–2300 meters) is a warm, lowland zone where fruits, especially grapes, are widely grown. Higher up (2300–3600 meters), the dominant crop is maize. Farmers also raise more traditional crops such as kiwicha, quinoa, and tarwi. Potatoes and other tuber crops are grown in the cooler, upland areas (3600–4000 meters). Not much can be grown in the arid, cold climate (4000–5000 meters) at the top of the plateau, but farmers use the land to raise alpacas, llamas, sheep, and cattle.

- The canyon is so remote—it's a 12-hour bus ride to Arequipa—that relatively few outsiders make it there. Archaeologists and geologists occasionally visit to catalog Incan and pre-Incan archaeological sites or to piece together the geological history of the area. Some adventurous travelers come to the canyon to raft and hike, but the Cotahuasi River's many rapids are known for being extremely dangerous.


Figure 87: This image is a nadir view from OLI of the area near the town of Cotahuasi, captured on July 3, 2016 (image credit: (image credit: NASA Earth Observatory, image by Joshua Stevens using Landsat data from the USGS)

• February 3, 2018: It is one of Central America's most active volcanos. Volcán de Fuego puffs continuously without notice by nearby communities, punctuated by episodes with explosive activity, huge ash plumes, and lava flows. 73)

- The Guatemalan volcano is at it again, beginning its latest bout of unruly behavior on January 31, 2018. On the next day,OLI (Operational Land Imager) on Landsat-8 captured these natural-color images of the eruption. Ash in a volcanic plume typically appears brown or gray, while steam appears white. You can see a wider view of the volcano here. Fuego is located about 70 km (40 miles) west of Guatemala City.

- According to CNRED (Coordinadora Nacional para la Reducción de Desastres), the plume reached an altitude of 6,500 m above sea level and was carried 40 km to the west and southwest by the winds. Falling ash affected tens of thousands of people, primarily in the provinces of Escuintla and Chimaltenango. Lava from two active conduits flowed through four ravines, leading officials to preemptively close National Route 14 to vehicles.

- In addition to ash, the plume contains gaseous components invisible to the human eye, including sulfur dioxide SO2. The gas can affect human health—irritating the nose and throat when breathed in—and reacts with water vapor to produce acid rain. It also can react in the atmosphere to form aerosol particles, which can contribute to outbreaks of haze and influence the climate.


Figure 88: OLI image of the eruption of the Fuego volcano, captured on 1 Feb. 2018 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS, story by Kathryn Hansen)


Figure 89: Detail image of the Fuego volcano eruption, captured on 1 Feb. 2018 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS, story by Kathryn Hansen)


Figure 90: This map shows concentrations of SO2, detected on 1February by OMPS (Ozone Mapper Profiler Suite) on the (Suomi-NPP (Suomi National Polar-orbiting Partnership) satellite (image credit: NASA Earth Observatory image by Joshua Stevens, using OMPS data from the Goddard Earth Sciences Data and Information Services Center (GES DISC), story by Kathryn Hansen)

• January 30, 2018: Cape Town—a cosmopolitan city of 3.7 million people on South Africa's western coast—is on the verge of running out of water. According to the city's mayor, if current consumption patterns continue then drinking water taps will be turned off in April and people will have to start procuring water from one of 200 collection points throughout the city. 74)

- With key reservoirs standing at precariously low levels, the city forecasts that this so-called Day Zero will happen on April 12, 2018, though the exact date will depend on the weather and on consumption patterns in the coming months. The rainy season normally runs from May to September.

- Cape Town's six major reservoirs can collectively store 898 x 106 m3 of water, but they held just 26 percent of that amount as of January 29, 2018. Theewaterskloof Dam—the largest reservoir and the source of roughly half of the city's water—is in the worst condition, with the water level at just 13 percent of capacity.

- In practical terms, the amount of available water is even less than this number suggests because the last 10 percent of water in a reservoir is difficult to use. According to Cape Town's disaster plan, Day Zero will happen when the system's stored water drops to 13.5 percent of capacity. At that point, the water that remains will go to hospitals and certain settlements that rely on communal taps. Most people in the city will be left without tap water for drinking, bathing, or other uses.

Figure 91: This animated image shows how dramatically Theewaterskloof has been depleted between January 2014 and January 2018. The extent of the reservoir is shown with blue; non-water areas have been masked with gray in order to make it easier to distinguish how the reservoir has changed. Theewaterskloof was near full capacity in 2014. During the preceding year, the weather station at Cape Town airport tallied 682 mm (27 inches) of rain (515 mm is normal), making it one of the wettest years in decades. However, rains faltered in 2015, with just 325 mm falling. The next year, with 221 mm, was even worse. In 2017, the station recorded just 157 mm of rain (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey and water level data from South Africa's Department of Water and Sanitation, story by Adam Voiland)


Figure 92: This trio of images shows how the three successive dry years took a toll on Cape Town's water system. Voëlvlei, the second largest reservoir, has dropped to 18 percent of capacity. Some of the smaller reservoirs like the Berg River and Wemmershoek are still relatively full, but they store only a small fraction of the city's water. One of the largest reservoirs in the area—Brandvlei—does not supply water to Cape Town; its water is used by farmers for irrigation (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey and water level data from South Africa's Department of Water and Sanitation, story by Adam Voiland)


Figure 93: This line chart details how water levels in the six key reservoirs have changed since 2013. Though the reservoirs are replenished each winter as the rains arrive, the trend at almost all of them has been downward. The one exception is Upper Steenbras, which holds about 4 percent of the city's water and has been kept full because it is also used to generate electricity during peak demand. Also, the city is likely drawing down the largest reservoirs first to minimize how much water is lost to evaporation.

- Piotr Wolski, a hydrologist at the Climate Systems Analysis Group at the University of Cape Town, has analyzed rainfall records dating back to 1923 to get a sense of the severity of the current drought compared to historical norms. His conclusion is that back-to-back years of such weak rainfall (like 2016-17) typically happens about once just every 1,000 years.

- Population growth and a lack of new infrastructure has exacerbated the current water shortage. Between 1995 and 2018, the Cape Town's population swelled by roughly 80 percent. During the same period, dam storage increased by just 15 percent.

- The city did recently accelerate development of a plan to increase capacity at Voëlvlei Dam by diverting winter rainfall from the Berg River. The project had been scheduled for completion in 2024, but planners are now targeting 2019. The city is also working to build a series of desalination plants and to drill new groundwater wells that could produce additional water.

- In the meantime, Cape Town authorities have put tight restrictions on residential water usage. New guidelines ban all use of drinking water for non-essential purposes, while urging people to use less than 50 liters (13 gallons) of water per person per day.

• January 12, 2018: First there was fire. Then rain. And now deadly debris flows are devastating Montecito, California. More than a dozen people are missing or dead, and at least 400 homes have been damaged or destroyed by fast-moving floods that swept mud, rocks, and charred wood left exposed by the Thomas fire. 75)

- OLI on Landsat-8 acquired natural-color imagery of Montecito before and after the fire and debris flows. Figure 94 shows the town on January 10, 2018, after mud and debris tore through the town. The image of Figure 95 was captured on November 23, 2017, before the fire. Charred, debris-covered areas appear brown; unburned vegetation is green. Trails of mud and debris are visible along streams well south of the burn scar.

- Recent fire activity tends to make flash floods, debris flows, and mudflows much more likely. Plants and trees have numerous protective chemicals with which they coat their leaves to prevent water loss. Many of these substances are similar to wax. Vaporized by the heat from fires, these substances disperse into the air and then congeal over the soil surface when the fire begins to cool. Like the wax on your car, they coat the soil, causing water to bead up and run off quickly. The problem is especially pronounced for intense and long-lived blazes such as the Thomas fire.

- Another key factor that made this event so dangerous was the rate at which the rain fell. While the total rainfall was not that exceptional, unusually intense rain fell in and near the burn scar at the beginning of the storm. In just five minutes, 13 mm (0.54 inches) of rain fell in Montecito. Nearby Carpinteria received 22 mm (0.86 inches) within 15 minutes. According to the U.S. Geological Survey, any storm that has rainfall intensities greater than about 10 mm (0.4 inches) per hour poses the risk of producing debris flows. In Southern California, as little as 7 mm (0.3 inches) of rainfall in 30 minutes has triggered debris flows.


Figure 94: OLI image of the town of Montecito, acquired on 10 January 2018, after mud and debris tore through the town (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, caption by Adam Voiland)


Figure 95: OLI image of the town of Montecito, captured on 23 November 2017, before the fire (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the U.S. Geological Survey, caption by Adam Voiland)

• December 26, 2017: In September 2017, a new iceberg calved from Pine Island Glacier—one of the main outlets where the West Antarctic Ice Sheet flows into the ocean. Just weeks later, the berg named B-44 shattered into more than 20 fragments. 76)

- On December 15, 2017, OLI (Operational Land Imager) on Landsat-8 acquired a natural-color image (Figure 96) of the broken iceberg. An area of relatively warm water, known as a polyna, has kept the water ice free between the iceberg chunks and the glacier front. NASA glaciologist Chris Shuman thinks the polynya's warm water could have caused the rapid breakup of B-44.

- The image of Figure 96 was acquired near midnight local time. Based on parameters including the azimuth of the Sun and its elevation above the horizon, as well as the length of the shadows, Shuman has estimated that the iceberg rises about 49 meters above the water line. That would put the total thickness of the berg—above and below the water surface—at about 315 meters.


Figure 96: OLI image of the broken iceberg B-44, acquired on 15 Dec. 2017 (image credit: NASA Earth Observatory, image by Jesse Allen, using Landsat data from the U.S. Geological Survey, caption by Kathryn Hansen)

Figure 97: This animation combines five Landsat-8 views of iceberg B-44 acquired over the past four months ((image credit: NASA Earth Observatory, image by Jesse Allen, using Landsat data from the U.S. Geological Survey, caption by Kathryn Hansen)

• December 24, 2017: Before the opening of the Panama Canal in 1914, Cape Horn was a place that gave mariners nightmares. The waters off this rocky point, at the southern tip of Chile's Tierra del Fuego peninsula, pose a perfect storm of hazards. 77)


Figure 98: On July 12, 2014, OLI on Landsat-8 captured this image of Cape Horn and the Wollaston and Hermite Islands. The Sun's low position in the sky—the image was captured in mid-winter at 56 degrees South—caused the peaks on the islands to cast long shadows toward the southwest (image credit: NASA Earth Observatory, image by Jesse Allen, using Landsat data from the USGS, story by Adam Voiland)

- Southwest of Cape Horn, the ocean floor rises sharply from 4,020 m to 100 m within a few kilometers. This sharp difference, combined with the potent westerly winds that swirl around the Furious Fifties, pushes up massive waves with frightening regularity. Add in frigid water temperatures, rocky coastal shoals, and stray icebergs—which drift north from Antarctica across the Drake Passage—and it is easy to see why the area is known as a graveyard for ships.

- Hundreds of ships have gone down near Cape Horn since Dutchman Willem Schouten, a navigator for the Dutch East India Company, first charted a course around the Horn in 1616. One vessel that narrowly escaped that fate was the HMS Beagle, with naturalist Charles Darwin aboard. In 'The Voyage of the Beagle', Darwin described the harrowing journey as the explorers tried to round the Horn just before Christmas 1832.

December 21st. — The Beagle got under way: and on the succeeding day, favored to an uncommon degree by a fine easterly breeze, we closed in with the Barnevelts, and running past Cape Deceit with its stony peaks, about three o'clock doubled the weather-beaten Cape Horn. The evening was calm and bright, and we enjoyed a fine view of the surrounding isles.

Cape Horn, however, demanded his tribute, and before night sent us a gale of wind directly in our teeth. We stood out to sea, and on the second day again made the land, when we saw on our weather-bow this notorious promontory in its proper form—veiled in a mist, and its dim outline surrounded by a storm of wind and water.

Great black clouds were rolling across the heavens, and squalls of rain, with hail, swept by us with such extreme violence, that the Captain determined to run into Wigwam Cove. This is a snug little harbor, not far from Cape Horn; and here, at Christmas-eve, we anchored in smooth water. The only thing which reminded us of the gale outside, was every now and then a puff from the mountains, which made the ship surge at her anchors.

Table 3: Charles Darwin 'The Voyage of the Beagle'

• December 15, 2017: For more than a hundred years, the fertile and forested patch between the Tennessee and Cumberland rivers was referred to as the "land between the rivers." In the 1960s, it became the "land between the lakes." 78)

- In an attempt to control flooding and to generate electricity in rural Kentucky and Tennessee, the TVA (Tennessee Valley Authority) built Kentucky Dam, thereby impounding the Tennessee River and creating Kentucky Lake in 1944. It became the largest manmade lake east of the Mississippi River.

- Two decades later, the U.S. Army Corps of Engineers blocked the flow of the nearby Cumberland River as well. With the completion of Barkley Dam in 1966, the waters of the Cumberland piled up into Lake Barkley. In the process of creating the two lakes, residents of several small towns along and between the rivers were moved, and parts of some towns were permanently flooded. A few local roads and railways had to be re-routed.

- Engineers also dug out Barkley Canal in order to bring the two rivers and lakes to the same water level. This allowed ships and barges to more easily move goods (without locks) from the Cumberland and Tennessee river valleys toward the mighty Mississippi River. By the time they were done, the TVA and Army Corps had created one of the largest inland peninsulas in the United States.

- In the years after the lakes were created, the new peninsula was slowly converted into a recreation area for hunting, fishing, boating, hiking, and camping. Now managed by the U.S. Forest Service, the Land Between the Lakes National Recreation Area includes one of the largest freshwater recreation complexes in the United States. The parkland and lakes attract roughly two million visitors per year. The Operational Land Imager (OLI) on Landsat 8 acquired this natural-color image of the region on October 7, 2016.

- Near Golden Pond, some forests have been cleared and re-seeded to return the land to what it likely looked in the 19th century. That grassland prairie also has been settled with elk and bison that once roamed the region. Recreational facilities also include a planetarium and a woodlands nature station. At the southern end of Land Between the Lakes, near the town of Dover, a re-creation of an 1850s homestead includes rare breeds of livestock and plants from that era.


Figure 99: OLI image of the "land between the lakes" in Kentucks, acquired on 7 October 2016 (image credit: NASA Earth Observatory, image by Jesse Allen, using Landsat data from the USGS, story by Mike Carlowicz)

• December 5, 2017: At 6:50 a.m. on August 14, 2017, the people of Regent heard a low rumbling noise like the hum of a passing airplane. Then there was quiet. A hillside had failed in this mountainous area just beyond Freetown, Sierra Leone (Africa, located on the Atlantic Ocean). 79)

- Ten minutes later, an explosive sound came from the direction of nearby Mount Sugar Loaf. The Earth trembled and began to flow. Trees and boulders of all sizes tumbled chaotically. Sparks lit the morning air as metal and rock collided. A river of rust-colored soil plunged into the swollen stream valleys below, which were already filled with floodwater due to several days of intense rain. A destructive slurry of mud, boulders, and tree parts rushed down toward the stream valley, flowing more than three kilometers before draining into the sea near Lumley.

- When authorities tallied the loss of life and property, the numbers were sobering. More than 1,141 people died and 3,000 people lost their homes, according to a World Bank assessment. Damage to homes in the area totaled more than $14 million.

- Sustained downpours were the immediate trigger for the landslide. Between July 1 and August 14, Freetown received 1,040 mm of rain—about three times the norm for that period. However, decades of rapid urbanization in landslide-prone areas, as well as construction along streams where flooding was common, set the stage for the disaster. Joseph McCarthy, an urban planner at Njala University, went so far as to tell Thompson Reuters that: "The major cause of mudslides and flooding is the chaotic development caused by the rapid urbanization of Freetown."

- This pair of false-color Landsat images (Figures 100 and 101) illustrates the extent of the changes. Forested areas appear red, urban areas are gray, and landslide debris is tan. In 1986, most of the development was in low-lying, coastal areas. By 2017, development had spread widely into mountainous areas. For instance, the town of Regent had just a handful of buildings in 1986. By 2017, it had many more buildings and a population of 28,000 people.

- In addition to the spread of urban areas, the images also highlight the extent of deforestation—one of the factors that helps trigger landslides—to the south of Freetown. According to one analysis of Landsat imagery led by Lamin Mansaray of Zhejiang University, the Freetown region saw its densely forested areas drop from 113 km2 in 1986 to 59 km2 in 2015 — a 52 percent decline.

- The city's population increased from about 500,000 people in 1986 to about 1 million people today. A civil war between 1991–2002 accelerated the city's expansion. "Before 1991, there was minimal rural-urban migration in Sierra Leone. During the conflict, rural areas were most vulnerable to attacks, and Freetown was by far the safest place to be," explained Mansaray. "After the war ended in 2002, migration into the capital remained high because most people in rural areas had lost their homes and sources of livelihoods."


Figure 100: False-color image of Freetown acquired by Landsat-5 on January 3, 1986 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland)


Figure 101: False-color image of Freetown acquired by Landsat-8 on November 8, 2017 (image credit: NASA Earth Observatory, images by Joshua Stevens, using Landsat data from the USGS, story by Adam Voiland)