Eyes on Earth: Recent Episodes
USGS
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center.
Every pixel has a story. At least that’s how land remote sensing scientist Jo Horton sees it. The new Annual National Land Cover Database (NLCD) was just released in October 2024. NLCD is widely used for land cover and change research in the U.S. That’s why the Reference and Validation team provides accuracy metrics to users, and this work allows EROS to move land cover mapping science forward. Learn about what the Reference and Validation team does and what they are looking for when they closely examine thousands of Landsat sample pixels across the conterminous U.S. It sometimes involves some detective work as they figure out the stories of each pixel across time.
In this episode of Eyes on Earth, we talk to ground station technicians to find out how Landsat satellite data gets from the spacecraft to EROS and then to the archive. We see what it’s like in EROS’s Landsat operations room and what the technicians do before, during, and after a Landsat pass. The task of making sure those bits of data make their way to the archive so it can be used for land change science occurs for them several times a day. As routine as it might be sometimes, they are a small but important part of a large mission that is documenting global land change.
In this episode of Eyes on Earth, we mingle at the 2024 EROS Fall Poster Session. A poster session is essentially a way for scientists to share their work with their colleagues in a public forum. About 30 posters were on display in the EROS atrium from EROS staff and several students from South Dakota State University and the University of South Dakota. We talked to a few of them to get quick summaries of their research.
In this episode of Eyes on Earth, we talk about the incredible career of Landsat 7, which collected science imagery of the Earth for nearly 25 years. The Flight Operations Team at NASA Goddard Space Flight Center and engineers at EROS work together to collect imagery, send commands to the satellite, and keep it healthy. After over 133,000 orbits and 3.3 million images collected, Landsat 7 stopped acquiring imagery in 2024. We talked with some of the people who helped keep Landsat 7 flying to make sure it could keep doing its job during its long life. They talk about the close calls, different types of maneuvers, working on holidays, and creatively solving problems to keep it flying and operating. And as always, we discuss the importance of the Landsat mission, its global legacy, and the continuity of the long record that goes back to 1972.
In this episode of Eyes on Earth, we talk about the latest release of the National Land Cover Database (NLCD). More than just a map, NLCD is a stack of maps—a database. It has long been the foundational land cover source for scientists, resource managers, and decision-makers across the United States, and now the next generation of USGS land cover mapping is here. This new release includes land cover data of the United States for every year back to 1985, so it is now called Annual NLCD.
In this episode of Eyes on Earth, we talk about the Landscape Fire and Resource Management Planning Tools (LANDFIRE) project, which is commemorating its 20th year of providing geospatial data to support natural resource management and wildland fire planning. LANDFIRE brings a lot of data together, over 30 data products, into one place. The publicly available, consistent data maps disturbance to the landscape and vegetation condition, which can be useful to virtually any application that deals with what’s occurring on the landscape. LANDFIRE has now been doing this for 20 years, and we talk with some of the people who have been working on LANDFIRE that entire time.
In this episode of Eyes on Earth, we talk to forest ecologist Jim Lutz about the effort to map fires in Utah. Fire research in the West is dominated by the study of large fires, but the forests in Utah are different. Utah typically does not have a lot of large fires as other western states do. So to better understand the differences that the specific Utah vegetation types have in their response to fire, a fire atlas for the state was developed. This data helps inform land managers about the implications for forest management and for prescribed fire planning.
This Eyes on Earth episode is the third in our series on using Landsat for coastal studies. We talk to physical geographer Jeff Danielson about bathymetry and how it is critical for coastal modeling. Bathymetry captures the shape of underwater topography, and satellite-derived bathymetry helps fill in areas where there are data gaps. Even though Landsat was designed to image land, it’s a big part of this work because of its systematic temporal coverage. Besides that, high-resolution data from sonar and lidar are too labor intensive to collect everywhere. Therefore, they use all these sources together to get a better picture of bathymetry, especially in remote areas. This modeling helps with studying changes to shorelines such as storm surge, sediment transport, and flood damage.
In this episode of Eyes on Earth, we talked with some of the interns who worked at EROS this summer. They shared their experiences learning about the cloud, AI, wildland fire research, terrestrial lidar scanning, and more. The common theme among them was recognizing the value of the EROS mission and noticing the passion their co-workers demonstrated in their work. They also shared advice for future interns at EROS.
This episode of Eyes on Earth is the second in a series about how Landsat is helping researchers study coastal changes. The first one was about mapping changes to beaches in California and using Landsat to create models to predict how the coastline may change in the future because of sea level rise and coastal erosion. For this episode, we talk with Robbi Bishop-Taylor, coastal Earth observation scientist at Geoscience Australia, about how he takes advantage of one of Landsat’s best features—time. Using Landsat data back to the 1980s and Open Data Cube to make the dataset openly available, researchers can see where shorelines are eroding and where they are growing around the entire coastline of Australia. Using sub-pixel mapping, they can make Landsat’s 30-meter pixels even more detailed while taking advantage of Landsat’s long archive.
In this episode of Eyes on Earth, we begin a series on Landsat’s usefulness in coastal studies. First, we talk with Sean Vitousek, a USGS research oceanographer, about changes to beaches in California and how he is using Landsat and other data to create models that can predict how the coastline may change in the future because of sea level rise and coastal erosion. Landsat’s global reach stretches back decades—that, along with its free availability, can help in planning for the prevention and adaptation to future hazards along the coast. See how Landsat complements other data and ground truth studies, and how machine learning plays a part in this study as well.
In this episode of Eyes on Earth, we talk with Kristi Kline about the constant changes and innovations that have been needed at EROS to keep up with changes in computer tech and data processing. Kline has been a part of helping to implement these changes over the past 27 years and is now retiring at the end of May 2024. We discuss her favorite memories like attending the Landsat 8 launch, and being there when Google first approached EROS to help them create an early version of Google Earth with Landsat images.
In this episode of Eyes on Earth, we talk with several people involved with the next Landsat mission, targeted for launch around 2030. While that may seem like a ways into the future, it takes a lot of work to prepare for such a big mission. In Part 2 of this two-part series on Landsat Next, we’ll hear about what needs to be done before launch to prepare the ground system, data processing and data calibration. Be sure to also listen to Part 1, where we talk about how different Landsat Next will be from previous Landsat missions, and what scientists are really looking forward to with this mission.
In this episode of Eyes on Earth, we talk with several people involved with the next Landsat mission. In Part 1, we’ll hear about how different Landsat Next will be from previous Landsat missions and how its additional spectral bands, higher resolution and 6-day revisit will benefit science and society. Addressing the needs of the Landsat user community was a high priority in developing the mission, so we talk about what scientists are really looking forward to with Landsat Next. The upcoming Part 2 episode will share details about technical preparations, such as the ground system and data processing and validation.
Landsat has documented changes all over the world for over 50 years. Changes in polar regions are happening especially rapidly. But it’s dark in polar regions much of the time. Therefore, a new acquisition scheme is adding more imagery of these dark, polar regions so these changes can be studied in more detail, even in polar twilight. In this episode of Eyes on Earth, we learn about this project, called the Landsat Extended Acquisition of the Poles (LEAP).
Women have been crucial to the EROS workforce from the very beginning in a variety of areas, from customer service and computers to film processing and administration. In this episode of Eyes on Earth, we’re highlighting the science work that women have been part of, which includes plenty of variety on its own, including the mapping of landscapes and wildfire burn severities and monitoring water. Our guests include June Thormodsgard, who worked at EROS from 1979-2012 and shares about the past while offering advice for women working now at EROS.
Typically, we use Landsat data to study changes on the land—you know, Landsat. In this episode of Eyes on Earth, we learn how satellite images and pixels of water, along with actual water samples, are helpful in determining the productivity of lakes across the United States. We talk with Mendenhall Fellow and Research Geographer Dr. Michael Meyer about a recently released, freely accessible dataset that uses a metric called lake trophic state to validate the Landsat observations of thousands of lakes. The dataset was also named a USGS Open Science Success Story as part of the White House Office of Science and Technology Policy’s 2023 “Year of Open Science” campaign.
Terry Sohl helped develop the National Land Cover Database, NLCD, when he first arrived, and now he’s overseeing significant improvements to the widely used product. But that’s just one part of his new role. In this episode of Eyes on Earth, Sohl provides an overview of the science efforts at EROS and how artificial intelligence and machine learning help scientists focus more on the work that helps society. He also shares his vision for the future.
In this episode of Eyes on Earth, we aim to separate science fiction from science fact when it comes to how Landsat satellites and the EROS Center are portrayed in popular media. To do that, we consulted experts on a range of potential uses, including military, heat signatures, paleontology, and forests.
In this episode of Eyes on Earth, we spoke with Mikael Hiestand, a Mendenhall Postdoctoral Fellow. Using algorithms developed at EROS, Mikael is working on near-term drought forecasting. With synthetic Landsat data, he found that predicting evapotranspiration could be used as a means of drought prediction and monitoring. The Mendenhall Fellowship allows people who have just completed their PhD an opportunity to work on research with USGS scientists and prepare for their career.
First responders need reliable, accurate mapping capabilities as quickly as possible in the wake of a disaster—and they don’t have time to download and organize it. In this episode of Eyes on Earth, we learn how the USGS Geospatial Information Response Team draws data from multiple sources to show what an area looked like before an event as well as after, creating accessible, usable maps and data sets for those bringing relief.
In this episode of Eyes on Earth, we hear from several EROS staff members and university graduate students who took part in our Fall Poster Session. Lively conversations filled the EROS atrium during the hour-long event. Participants got to learn from one another as they shared their work. We talked to a few of them to get quick summaries of their research.
The Landsat Program is considered the gold standard for satellite Earth-observation imagery. To keep it that way, the USGS EROS Flight Operations Team continually monitors the flight paths of the Landsat satellites to make sure they stay at a consistent 705-kilometer altitude. That means frequently speeding it up to counter the effects of atmospheric drag. But that’s not all. The team accounts for solar activity, space junk, and other factors to keep the satellites safe. Landsat 8’s 100^th^ Drag Make-Up maneuver in October 2023 gives us the opportunity, in this episode of Eyes on Earth, to talk about these and the other maneuvers the flight team executes and how they work.
The National Land Cover Database (NLCD) has a long history as the definitive U.S. land cover product. But the newer Land Change Monitoring, Assessment and Projection (LCMAP) effort takes a longer look back in time. In this episode of Eyes on Earth, we learn how the two projects at EROS, both based on 30-meter resolution Landsat satellite data, are merging to bring the strengths of each to future data releases under the NLCD name. This is the second of two episodes discussing land cover work at EROS, with the first focused on earlier pioneering efforts.
Several decades ago, USGS EROS employees were pioneers in land cover mapping—turning satellite imagery into a record of what covers the land, from farmland to forest to urban areas. National and global datasets with a variety of uses resulted from these efforts. In this episode of Eyes on Earth, we explore some of this history, along with how it benefited people at the time and the mapping efforts that would follow. Our next episode will look at two modern efforts at EROS, NLCD and LCMAP, and how their strengths are merging for the next generation of land cover and change products.
In this episode of Eyes on Earth, we focus on Alaska. Rich in wildlife and natural resources, not to mention its sheer size, Alaska has long been a source of fascination for remote sensing scientists. But it is also a source of frustration, with frequent cloud and snow cover and months of darkness each year. Three EROS researchers well versed in interpreting Landsat imagery from Alaska shared their insights about the Last Frontier.
At the USGS EROS 50th anniversary events on August 17-19, 2023, a special effort was made to include alumni who had worked at the center, especially those from the earliest years of EROS’ existence. This episode of Eyes on Earth is the second to highlight their stories, with emphasis on science, technology, and EROS’ international outlook.
At the USGS EROS 50th anniversary events on August 17-19, 2023, a special effort was made to include alumni who had worked at the center, especially those from the earliest years of EROS’ existence. This episode of Eyes on Earth highlights their stories, with emphasis on EROS’ history and its dedicated employees.
LANDFIRE, short for Landscape Fire and Resource Management Planning Tools, is a key national data source for the management of wildfires, management of the plant materials that fuel fires, and planning for prescribed fires across all 50 states and the U.S. territories. The data products, partly derived from satellite imagery, are generated at EROS through a partnership between the Department of the Interior and the U.S. Forest Service, with The Nature Conservancy as an additional partner. In this episode of Eyes on Earth, we learn about how LANDFIRE is including more up-to-date information than ever about disturbances to the land.
EROS Center Director Pete Doucette has been at EROS for a fairly short stretch of the center’s 50-year history, but his passion for the mission of EROS and its opportunities in the future are clear in this episode of Eyes on Earth. He shares the historic event he would have enjoyed being part of in the past, and he gives insights about remote sensing work at EROS going forward.
As USGS EROS turns 50 this month, our Eyes on Earth podcast also marks a big moment: Episode 100. To celebrate, we bring together some treasured moments from previous episodes in which people inside and outside of EROS share their thoughts on EROS and its role in the world of remote sensing, including as keeper of all Landsat satellite data.
EROS has a long history of reaching out to universities to welcome interns who can both contribute to the center and gain valuable skills and experience. A good number of them went on to spend their careers at EROS, some for more than three decades. In this episode of Eyes on Earth, these interns who stayed emphasized above all the mission—observing Earth remotely, recording the changes and applying those to science—as their motivation for remaining at EROS. However, all of them also mentioned another key word that inspired them to stay: camaraderie.
In this episode of Eyes on Earth, we talk about the 50-year history of EROS efforts to preserve the environment and conserve energy. EROS was born in the ’70s, the same decade as Earth Day, the EPA, and the oil crisis. Environmentally conscious decisions implemented by both the EROS Center and the employee association include reclaiming silver from photo processing, using solar panels to heat the water needed for that process, and starting a vanpool.
Satellites capture an incredible variety of views of Earth. In this episode of Eyes on Earth, we talk with the three engineers at USGS EROS who started the USGS Earth As Art project. The Earth As Art origin story is an example of the initiative and creativity of EROS staff. This stunningly visual product grabs the public’s attention—and then leads to conversations about the value of remote sensing with satellites.
In this episode of Eyes on Earth, we talk with Peder Nelson about generational science and the responsibility we have to future generations to study our changing planet. It takes more than just data to make sense of land change. And while remote sensing scientists work with the deep archive of Landsat and other land data available from the USGS EROS Center, everyone can put themselves on the timeline of Landsat data. Citizen science projects allow anyone to participate in the observations that help us understand the world around us.
The members of the five-year Landsat Science Teams, led jointly by the USGS and NASA with a strong tie to EROS, have brought a wide breadth of expertise, backgrounds and geographic locations to the table. In this episode of Eyes on Earth, we learn how members have explored strategies for the effective use of archived Landsat data and integration of future data, and how they have helped identify Landsat user needs for upcoming satellite sensors, including those on the future Landsat Next.
South Dakota State University opened its Remote Sensing Institute even before the launch of Landsat 1 and the selection of South Dakota as the location for EROS. In this episode of Eyes on Earth, we talk about some of the collaborations that SDSU and EROS have both benefited from, including research projects centered on Landsat and other data sources, instrument calibration and validation, and trainings, presentations and workshops. SDSU faculty and EROS staff have ventured back and forth, and SDSU students have worked as interns and found employment at EROS.
Working with film has always been part of EROS’ 50-year history. How did EROS end up with an extensive film archive, and how are we making that data available to users? In this episode of Eyes on Earth, we talk about the custom scanners built in-house from discarded parts to digitally capture historical aerial photos and declassified spy satellite images. These Phoenix systems have scanned millions of images and still have a lot of work to do.
The Don Lee Kulow Library has been supporting scientific research at EROS since before the facility opened its doors in 1973. In this episode of Eyes on Earth, librarian Carol Deering explains how, rather than becoming obsolete with the advent of instant access to online journals, libraries are even more crucial for the discovery of previous studies and for gauging the reach and real-world effects of research done by EROS scientists. She also talks about the history of EROS and describes a one-time quest for documents that stretched from UC Berkeley to the Library of Congress to Australia and Kenya.
AmericaView aims to advance Earth observation education through a network of programs based at universities in more than 40 states. In this episode of Eyes on Earth, we talk about AmericaView’s goals and how AmericaView and its member states explain remote sensing efforts to society in a variety of ways, including outreach to students who range from elementary to graduate school. We also give examples of the organization’s remote sensing research and describe AmericaView’s ties with the USGS and with Landsat.
Originally called the Landsat Data Continuity Mission, Landsat 8 launched on February 11, 2013. In this episode of Eyes on Earth, we talk about the 10^th^ anniversary of Landsat 8 being in orbit and its value to the remote sensing community. While we cannot predict the future, it does look promising that Landsat 8 can sustain that continuity for more years to come.
When the snow gets deep and the wind blows, it can be challenging for workers to travel to the USGS EROS Center, located several miles north of Sioux Falls, SD, on what used to be farmland. Most can telecommute these days, but in this episode of Eyes on Earth, we discover how essential employees ensure there is in-person continuous monitoring of Landsat ground station operations during winter weather—sometimes even requiring an overnight stay.
Designed to last three years, Landsat 5 was launched in 1984 and transmitted data until the launch of Landsat 8 in 2013. In this episode of Eyes on Earth, we learn about some of the challenges—and adrenaline rushes—Landsat 5 gave the flight operations team as it aged, as well as the fondness our two guests came to have for the satellite’s unique personality and the whole team as they served on it during the satellite’s twilight years. In October 2022, the Flight Operations Team won the 2020 Group Pecora Award during the 22^nd^ William T. Pecora Memorial Remote Sensing Symposium.
Designed to last three years, Landsat 5 launched in 1984 and transmitted data until the launch of Landsat 8 in 2013. In this episode of Eyes on Earth, we learn about the significance of this satellite, which set a Guinness World Record for “Longest Operating Earth Observation Satellite.” Our two guests served on the flight operations team in the satellite’s twilight years and describe its importance to the unbroken record of Landsat data. They also share their personal connections with the satellite – including a journey from watching the launch on a monitor at EROS to eventually leading the team.
The USGS EROS Center is the home of the Landsat satellite archive. This data center and science center located on a former farm near Sioux Falls, SD, is one of the largest civilian archives of land imaging in the world. In this episode of Eyes on Earth, we discuss what visitors to EROS will learn on a tour, including examples of land change seen by Landsat and why EROS is located where it is. Find out how to contact the EROS Outreach Coordinator to schedule a tour, group visit, or school or civic presentation.
Landsat 7’s nominal science mission ended in April 2022 after nearly 23 years of acquiring Earth imagery from 705 kilometers above the Earth. Landsat 7 is now in an extended science mission after having its orbit lowered by about 8 kilometers to make way for Landsat 9. In this episode of Eyes on Earth, we discuss why Landsat 7 continues to collect imagery, the quality of the extended science mission imagery, and the advantages of having three Landsats operating at the same time.
When disaster strikes, near-real-time images of its effects can be invaluable. In this episode of Eyes on Earth, we learn about how a newly developed system using the Harmonized Landsat Sentinel-2 dataset and artificial intelligence was put to the test when Hurricane Ian tore through Florida in late September 2022. By comparing pre-storm and post-storm imagery, the system quickly flagged anomalies statewide such as brightness, which could indicate exposed sand or bare land after a hurricane. Harmonized Landsat Sentinel-2 data is available through the Land Processes Distributed Active Archive Center, or LP DAAC for short, located at EROS, which is also home to the entire Landsat archive.
ECOSTRESS, or ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station, data provides variables related to plant water stress, including evapotranspiration, evaporative stress index and water use efficiency. The NASA Land Processes Distributed Active Archive Center (LP DAAC) at EROS provides storage and distribution of ECOSTRESS data. In this episode of Eyes on Earth, we take a look at how these variables were useful for research that looked at predictors for spatial patterns of burn severity in recent California wildfires in the Sierra Nevada and the Southern California Mountains.
The Landsat satellites have been collecting Earth imagery for more than 50 years. A key piece of equipment that moves the data from the spacecraft to the archive so researchers can use it is the antenna at the EROS Center. The antenna and its radome have a fascinating history of their own that adds to the overall Landsat story. In this episode of Eyes on Earth, we go on location to learn about how the antenna works and how the ground station engineers at EROS make it possible to study land change with Landsat
The Landsat satellites have been collecting Earth imagery for more than 50 years. A key piece of equipment that moves the data from the spacecraft to the archive so researchers can use it is the antenna at the EROS Center. The antenna and its radome have a fascinating history of their own that adds to the overall Landsat story. In this episode of Eyes on Earth, we go on location to learn about how the antenna works and how the ground station engineers at EROS make it possible to study land change with Landsat
The Global Ecosystem Dynamics Investigation, or GEDI, instrument on the International Space Station acquires lidar waveforms to observe the Earth’s surface in 3D. The GEDI lidar measures the height and density of objects, so it provides information such as surface elevation and tree canopy height and cover. The NASA Land Processes Distributed Active Archive Center (LP DAAC) at EROS provides storage and distribution of GEDI data. In this episode of Eyes on Earth, we’ll take a look at the purpose of the GEDI mission, how the instrument works, and how GEDI data are being used to understand things like carbon dynamics in forests.
The Global Ecosystem Dynamics Investigation, or GEDI, instrument on the International Space Station acquires lidar waveforms to observe the Earth’s surface in 3D. The GEDI lidar measures the height and density of objects, so it provides information such as surface elevation and tree canopy height and cover. The NASA Land Processes Distributed Active Archive Center (LP DAAC) at EROS provides storage and distribution of GEDI data. In this episode of Eyes on Earth, we’ll take a look at the purpose of the GEDI mission, how the instrument works, and how GEDI data are being used to understand things like carbon dynamics in forests.
ECOSTRESS, which stands for the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station, collects land surface temperatures in an effort to answer questions about plants’ use of water. The NASA Land Processes Distributed Active Archive Center (LP DAAC) at EROS has provided storage and distribution of ECOSTRESS data for four years now and counting. In this episode of Eyes on Earth, we’ll take a look at how the ECOSTRESS temperature measurements can be useful in characterizing biological influences on the carbon dioxide exchange, specifically in the urban environment of Los Angeles and the non-urban environment surrounding the city.
ECOSTRESS, which stands for the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station, collects land surface temperatures in an effort to answer questions about plants’ use of water. The NASA Land Processes Distributed Active Archive Center (LP DAAC) at EROS has provided storage and distribution of ECOSTRESS data for four years now and counting. In this episode of Eyes on Earth, we’ll take a look at how the ECOSTRESS temperature measurements can be useful in characterizing biological influences on the carbon dioxide exchange, specifically in the urban environment of Los Angeles and the non-urban environment surrounding the city.
The Landsat archive at EROS contains an unparalleled 50 years of Earth observation data. But with earlier technologies, some Landsat scenes were collected and stored only by international ground receiving stations rather than in the central archive at EROS. More than 10 years ago, to help make that far-flung data available to scientists interested in land change over time, the Landsat Global Archive Consolidation (LGAC) project began having the reels and tapes sent to EROS to digitize that information and deepen the archive.
Government officials and scientists had high hopes for Landsat when the first experimental satellite launched July 23, 1972. Those hopes were soon realized when imagery came back depicting features never before seen. Since then, an archive of imagery surpassing 10 million scenes has amassed at EROS, collected from eight different Landsat satellites. Agencies, scientists, researchers, and data analysts use Landsat in a variety of ways to learn more about our planet, preserve its resources, and benefit its people. On this episode of Eyes on Earth, we spotlight how several guests from past Eyes on Earth episodes value the Landsat imagery and archive, from forests and fires to lakes and cities.
We don't need a scientist to tell us that city streets catch and hold heat. Anyone who's walked barefoot from a parking lot to a beach can tell you that. What scientists can help us understand, particularly scientists who work with spaceborne, remotely sensed data, is just how big a difference there is between cities and the countryside. That gap is sometimes referred to as the urban heat island effect. At the height of summer, heat disparities can have a large impact on at risk human populations. On this episode of Eyes on Earth, we hear from a remote sensing scientist and a sustainability coordinator for the city of Los Angeles who teamed up to study the impact of cool pavement coating as an urban heat mitigation strategy.
Spaceborne sensors orbit hundreds of miles over our heads. Even the most advanced among them struggle to capture high-resolution imagery of individual human beings. Mosquitos, of course, are far smaller than we are. Clearly, sensors on a satellite or space station can’t see them. Even so, these sensors can gather a host of information that helps to understand the movements and behaviors of these pesky little disease vectors, which are responsible for at least a million deaths a year. Mosquitos are more active under certain environmental conditions, for example, and those conditions can be tracked at wide scales from above. Changes to the land’s surface can also make it easier for mosquitos to proliferate. On this episode of Eyes on Earth, we learn how a sensor onboard the International Space Station was used to calculate West Nile virus risk in California’s San Joaquin River Valley.
Clouds of dust kicked up in places like the Sahara can travel thousands of miles across the planet. We can see those clouds in satellite imagery, but we don’t typically know much about the composition of that dust. That’s a huge blind spot, because those unknown characteristics—such as the particles’ lightness or darkness—have an impact on what they do. The warming and cooling of the atmosphere, snow melt, ocean or rain forest fertilization, and even cloud formation can all be affected by dust cloud composition. Mapping those dust sources is the focus of the Earth Surface Mineral Dust Source Investigation, or EMIT, which will be supported by NASA’s Land Processes Distributed Active Archive Center (LP DAAC), which is located at the USGS EROS Center. On this episode of Eyes on Earth, we hear about the importance of the mission from three members of the EMIT Science Team.
When the first Landsat satellite launched 50 years ago, it was the only game in town in terms of civilian land remote sensing. In the years that followed, a host of satellites have launched to serve similar purposes. But that data doesn't always play well together. Subtle differences between the measurements taken by satellites make it difficult to do apples-to-apples comparisons of land change. On this episode of Eyes on Earth, we hear from the USGS partners working with partners in Australia to launch a satellite cross calibration mission that will offer a common reference post and serve as a sort of “translation tool” to help remote sensing scientists to use datasets together to study changes to the Earth’s surface.
Some plants are simply better at making use of their water supply than others. More efficient plants can capture more carbon with less water, which has implications for carbon sequestration and ultimately for climate change modeling. In other words, the more we understand about water use efficiency, the more reliable our climate change models can be. And the only way to measure efficiency at the global scale is from space. On this episode of Eyes on Earth, we hear from a scientist who studied global water use using a sensor called ECOSTRESS, whose data are housed at the USGS EROS Center, in NASA’s Land Processes Distributed Active Archive Center (LP DAAC).
The boreal forest, or taiga, stretches across nearly 5.7 million square miles in the northern latitudes. That’s nearly a quarter of all forested lands in the world. This sprawling biome also happens to be one of the most rapidly shifting in the face of climate change. Many studies have suggested that the taiga tree line is moving northward as temperatures warm worldwide, edging itself into the colder tundra. On this episode of Eyes On Earth, we hear from Professor Logan Berner, part of team at Northern Arizona University’s Global Earth Observation and Dynamics of Ecosystems (GEODE) Lab that used USGS Landsat satellite data to track and quantify the northward shift of the boreal tree line.
In this episode of Eyes on Earth, we zero in on the use of USGS Land Change Monitoring, Assessment, and Projection (LCMAP) products to examine the effects of drought on California’s Blue Oaks. LCMAP datasets are built from Landsat data and reveal the land cover and change of every pixel in the conterminous United States, dating back to 1985. In this case, LCMAP helped identify areas of declines and losses of the Blue Oak trees that are native to California and found in the foothills surrounding the central valley and along the coast.
Summary: The Earth observation data archived here have plenty of value to the study of aquatic ecosystems. Landsat satellites can capture harmful algal blooms, for example. Spaceborne sensors can also record land surface temperatures, and that includes water surfaces. On this episode of Eyes on Earth, we hear about how a sensor called ECOSTRESS can be used to measure water temperatures at different times of day, and how those measurements could be useful in the monitoring and management of the endangered Delta smelt. ECOSTRESS data are available through the NASA Land Processes Distributed Active Archive Center (LP DAAC), located in the USGS EROS Center.
Land change is a constant. Even land areas that see little major change can see disruptions from storms, heat waves, wildfires, or invasive species. But major changes aren't uncommon, either. Each year in the U.S., farm fields become tracts of suburban homes, wetlands become more permanent bodies of water, and shrublands burn to be replaced with grasslands. A team of researchers with the USGS Land Change Monitoring, Assessment, and Projection initiative (LCMAP) recently released a study documenting land cover class change from 1985-2016. On this episode of Eyes on Earth, we talk to the study’s lead author about what they learned about land change, and about how land change ties in to policy, economic trends, weather patterns and more.
The sturdy root systems of mangrove forests act as buffer zones along the coastlines of some of the planet’s most vulnerable communities, protecting lives, ecosystems and property from the rigors of hurricanes and tsunamis. The dual stressors of climate change and man-made changes to the environment such as offshore aquaculture have damaged these critical buffer zones in recent years. Remote sensing scientists are using satellite data to understand the impact those changes will have on the communities they protect as temperatures continue to warm worldwide and extreme weather events become more frequent. On this episode of Eyes on Earth, we talk to one of those scientists, Dr. Lola Fatoyinbo.
If you want to know how much rain fell yesterday, you can catch it and measure it. Water vapor? That's not so easy. Which is a problem if you want to know how quickly that rate is returning to the atmosphere. Water vapor is the single largest part of the water budget, but without space-based observations, it would be all but impossible to measure at wide scale. On this episode of Eyes on Earth, we learn how a sensor called ECOSTRESS helps improve the space-based measurement of evapotranspiration, or ET, which is the combined rate of evaporation from the Earth's surface and transpiration from plants.
The rangelands of the western United States are changing more quickly than many other parts of the lower 48. Miles upon miles of the area or semi-arid landscapes in states like Idaho, Montana and Nevada are now carpeted by fire fueling invasive grasses. Cheatgrass is the most prevalent, which is troublesome for several reasons. First off, it greens up and browns down really quickly, leaving a layer of tinder-like vegetation. In many areas, it fills in the formerly barren spaces between thicker bunchgrasses and sagebrush, which in turn helps fires move rapidly from fuel source to fuel source. On this episode of Eyes on Earth, we hear from the USGS EROS teams who use satellite data to map exotic annual grasses and a researcher who uses those maps to create monthly grass abundance estimates for firefighters and land managers.
Outbreaks of native bark beetles can lead to conspicuous changes in a forest landscape. They’ve been present for thousands of years with occasional outbreaks, but there’s a lot we don’t yet understand about them. Exactly when and where have outbreaks occurred? How severe were they? What happened to the forest afterward? How will a warming climate influence outbreaks? On this episode of Eyes on Earth, we hear from researchers Dr. Sarah Hart and Dr. Kyle Rogers, who use Landsat to help find answers to those questions. A recent study led by Dr. Rodman used Landsat to identify the locations and severity of bark beetle outbreaks in the southern Rocky Mountains. The researchers were surprised to find smaller areas of severe mortality than they expected. Landsat can even be used to help predict patterns of future outbreaks. Dr. Zhiliang Zhu, a USGS researcher, adds his perspective of the effects of forest disturbance as well.
Fires can be destructive or healthy for a landscape—often both. Fires have grown larger and more destructive in recent years, though, thanks to human activity, climate change, and a host of other factors. Satellite data helps us to map and monitor fire activity, but the study of post-fire plant life using remote sensing data goes further than fire mapping. On this episode of Eyes on Earth, we hear from Dr. Helen Poulos, who used data from the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station, (ECOSTRESS), to study Arizona Pine Oak forest 5-7 years after severe fire. Dr. Poulos and her collaborators at Northern Arizona University and the University of Maine at Farmington learned that post-fire shrublands had surprisingly high rates of water use. ECOSTRESS data are available through NASA’s Land Processes Distributed Active Archive Center or LP DAAC, which is located at EROS.
Satellites like Landsat are valuable for mapping fire perimeters and for monitoring trends in burn severity or in post-fire recovery. Satellites can cover wide areas with a single pass, whereas helicopter, drone, or airplane fire line mapping can take hours. But civilian satellites with moderate resolution typically don't get imagery for the entire planet every day, and every day counts when large fires rage. On this episode of Eyes on Earth, we talk through a tool called RADR-Fire built to pull data from a wide variety of sources to map disaster impacts on a day-by-day basis. ECOSTRESS, a sensor on the International Space Station whose data are archived at the NASA’s EROS-based Land Processes Distributed Active Archive Center (LP DAAC), has been an especially useful source of information.
For our third and final episode of Eyes on Earth from the September launch of Landsat 9, we hear from Virginia Norwood. She blazed a trail for women in remote sensing in the 1960s and 70s while working for Hughes Aircraft, a contractor for NASA. Norwood is known as the “Mother of Landsat” for her design of the Multispectral Scanner, or MSS, the sensor used to image the Earth’s surface by early Landsat satellites. Norwood met her fans during a Q&A a few hours after the launch sponsored by the USGS and Ladies of Landsat. The episode also features an appearance from Kass Green, who founded a company in the 1980s that used Landsat data to map landscape change.
Hundreds of scientists, officials, international representatives, and others witnessed the launch of Landsat 9 on September 27, 2021, from a handful of viewing sites around Santa Barbara County, California. Their interests were as varied as their backgrounds, but the new satellite’s extension of the Landsat program’s invaluable 50-year record of Earth observations was top of mind for the international partners who help the USGS collect Landsat data and the scientists who rely on those data to monitor the health of the planet. In this episode of Eyes on Earth, we talk with guests from around the world about their role in the Landsat program, and the importance of the program to their work.
Landsat 9 launched into orbit from Vandenberg Space Force Base on Monday, September 27, 2021, to carry on the legacy of a nearly 50-year record of continuous Earth observation that began in 1972. The days leading up to the event saw guests from around the world descend upon Santa Barbara County in California to watch the historic event take place. Over the next few weeks, we’ll bring you some of the interviews we collected with scientists, government officials and Mission partners. This episode of Eyes on Earth focuses on the day before the launch, when we spoke about the importance of the Landsat program with guests at the launchpad and a Landsat for Climate event.
Satellite imagery is everywhere. We see it on TV news and weather coverage, in our Twitter and Facebook feeds, and on our phones’ mapping apps. The data behind that imagery is nothing like a screenshot, though. It’s comprised of tiny packets of data, broken down from huge files and digitally manipulated to resemble the surface of the Earth, a swirling storm system or a map of urban growth. Cloud computing resources can make it easier to work with huge datasets that cover long periods of time, which is why many remote sensing scientists are using it for their analyses. On this episode of Eyes on Earth, we hear from a scientist who used the cloud for a 150-year water use modeling project, and from a data scientist working to help train others to use cloud resources.
The launch of Landsat 9 in September of 2021 represents a milestone for a joint USGS/NASA program that stretches back nearly 50 years. Landsat 9 will continue the legacy of unbroken, repeat Earth observations and contribute to our understanding of a changing planet. The primary USGS roles for Landsat satellites, which are built and launched by NASA, are to operate the ground system, process and archive the data, and distribute it to users around the world. On this episode of Eyes on Earth, we hear from two people who’ve been involved in the development of the Landsat 9 ground system to learn what it takes to bring Landsat data to the Earth and transform it into the data products and imagery we all recognize.
The Great Lakes represent roughly 20% of the surface freshwater in the world and 90% in the United States. The Great Lakes Basin supports more than 30 million people in the U.S. and Canada and 3,500 plant and animal species. The region faces threats that range from climate change and invasive species to pollution and development. Identifying and addressing those threats can be a daunting task, but for this episode of Eyes on Earth, we hear an example of how Landsat is helping address some of the restoration challenges.
Urban heat islands occur in areas containing more impervious surfaces and fewer natural environments. The day and night surface temperature is higher in urban heat islands than in surrounding areas. During heat waves, this can lead to greater numbers of heat-related illnesses and deaths. Landsat satellites collect data on surface temperature and vegetative change that can help cities mitigate the heat stresses for residents, especially in a warming climate. For this episode of Eyes on Earth, we hear about how a mapping project involving Landsat data helped the New York City Council identify urban heat islands.
The National Land Cover Database, or NLCD, was the first and remains the most well-known set of satellite-based land cover mapping products released by EROS. It sorts the each 30-by-30-meter plot of land in the United States into a land cover class, such as cropland, pasture, high-intensity developed, deciduous forest, and the like. It also includes information on impervious urban surfaces, forest canopy cover and more. For this episode of Eyes on Earth, we hear about the latest release, NLCD 2019, the importance of land cover, and how mapping teams at EROS work together to produce accurate, reliable information.
Mapping fire perimeters is important work. It guides post-fire restoration efforts, fire mitigation strategies, and helps track of trends in burn severity over time. In the past, many of Canada’s fire agencies relied heavily on techniques like sketch mapping, which estimate burned area without exact measurements. In the pre-satellite era, pilots would sometimes fly over the edge of a fire while a passenger recorded its extent. On this episode of Eyes on Earth, we hear about what two researchers from Natural Resources Canada learned when they used Landsat satellite data to rebuild historical fire perimeters.
The invasive species hemlock woolly adelgid is a threat to eastern hemlocks, filling some southeastern U.S. forests with what are called “gray ghosts” of the trees. Until recently, the insect had stayed in the southern part New York, but late last summer, an infestation was discovered in the Adirondacks. On this episode of Eyes on Earth, a New York university researcher talks about his effort to help detect the insect, which is the size of a poppy seed, by using remote sensing such as Landsat.
About 15 million people rely on the Delaware River Basin for drinking water, including residents of Philadelphia, PA, Camden, NJ, and Wilmington, DE. What might happen to the water supply if climate change and population growth continue unabated? How might that impact land cover and land use patterns? Those are the kinds of questions scientists at EROS looked to answer in a dataset built from Landsat satellite imagery, historical records, and scenario-based modeling across the basin. On this episode of Eyes on Earth, two of those scientists talk about how they looked back to 1680 and forward to 2100 and what sorts of questions the work may help answer.
Teams at the USGS EROS Center have completed fire atlases for nine National Parks across the U.S. Each atlas defines the size and severity of each fire in each park since 1984, including fires too small to be mapped by other programs. Yellowstone National Park has had nearly 100 fires, for example, ranging from a few acres to thousands of acres. The project used data from Landsat for earlier years, and both Landsat and Copernicus Sentinel-2 data for more recent fires. On this episode of Eyes on Earth, we hear from a project leader at EROS about the fire atlas effort.
Mapping land cover in the United States in the present isn’t a simple job, but satellites like Landsat make it possible. Mapping conditions in the pre-satellite era, which the LANDFIRE program does through its Biophysical Settings (BpS) GIS data products, is a far trickier proposition. BpS essentially offer a spatially-explicit map of pre-Colonial land cover in the U.S., alongside models that help scientists understand how landscapes re-grow and recover after disturbances. On this episode of Eyes on Earth, we learn how LANDFIRE went about creating its BpS datasets and the value they hold for land managers and fire scientists.
The fire science community is always on the lookout for the freshest satellite-derived fire disturbance maps. Aiming to meet those needs, the multi-agency partnership known as LANDFIRE has just released an update that adds three new years of disturbances across the U.S. to its 20-plus layers of GIS data. LANDFIRE 2019 Limited is a step toward annual updates for the program, which is relied upon nationwide to guide land management and fire planning. On this episode of Eyes on Earth, two LANDFIRE leaders talk about why they’re working to speed up new releases.
It’s possible to map vegetation type with Landsat, but getting the maps right requires more than satellites alone. The teams behind LANDFIRE use an extensive network of ground control points to check their work, thereby bolstering the reliability and utility of their multi-layer GIS product suite. On this episode of Eyes on Earth, we meet scientist Karen Schleeweis, who tells us about LANDFIRE’s largest single source of ground truth data, a U.S. Forest Service program called Forest Inventory and Analysis (FIA).
Ladies of Landsat aims to help women and other underrepresented groups feel welcomed and supported in the field of remote sensing. The Twitter group has grown to 5,700 members and counting since Dr. Kate Fickas started it in 2018 during a Landsat Science Team meeting at EROS. In this episode of Eyes on Earth, we learn about the ambitions and actions of the group, why a sense of community is so important, and how Landsat is meaningful in this.
Deforestation is a significant concern for many parts of the globe, particularly in places like the rainforests of the Amazon or the Congo. Scientists, governments, and non-governmental organizations turn to satellite data to track deforestation, as well as to set targets for improvement. On this episode of Eyes on Earth, we hear from a remote sensing specialist with the U.S. Forest Service who develops algorithms that sift through satellite data to capture not only deforestation events, but the more subtle degradation events that have an impact on forest health.
Landsat satellites have monitoring the Earth’s surface for nearly 50 years, providing critical information for countless areas of study and real-world applications. But with observations only collected every 8-16 days, there are limits to what can be tracked. On today’s episode of Eyes on Earth, we hear about a soon-to-be-released data product that merges Landsat with data from the European Space Agency’s Sentinel-2 satellites, which will offer more opportunities to monitor rapid change. The harmonized Landsat-Sentinel data will be available through the Land Processes Distributed Active Archive Center (LP DAAC), located at the USGS Earth Resources Observation and Science (EROS) Center.
Dr. Alan Belward has spent a lot of time thinking about the planet’s surface water. The former Landsat Science Team member uses satellite data to track changes to lakes, rivers, and streams, and recently published a book that uses Landsat data to tell some of those stories. In this episode of Eyes on Earth, we hear about some of the surprising things Belward and his team learned about how surface water has changed since the early 1980s and about the value and importance of remote sensing to the study of this critical resource.
The St. Mary and Milk Rivers cross the U.S. and Canadian border and supply water to both countries. Managing that resource in the interest of both nations is a matter of international collaboration and cooperation, and Landsat data is helping offer objective information on water use. On today’s episode of Eyes on Earth, we hear from Roy Sando of the USGS, who’s working with EROS experts and the International Joint Commission to turn Landsat-based evapotranspiration (ET) estimates into a tool for farmers and land managers on both sides of the border.
The extensive rangelands across the Western United States are threatened by invasive grasses, climate change, and altered fire regimes that can disturb the landscape. The largely semi-arid lands are also important for the survival of species that need undisturbed sagebrush ecosystems to thrive. But most satellite-based land cover datasets don’t offer the kind of detail needed to track small but ecologically meaningful shifts in vegetation that can alter fire regimes and improve habitats. In this episode of Eyes on Earth, we hear about how new EROS data products help fill in that gap.
Albedo—the amount of incoming solar radiation reflected into space from the Earth’s surface—is a key measurement for surface temperatures and plant productivity. It also factors into weather forecasting and climate modeling. Landsat Science Team member Dr. Crystal Schaaf works with graduate and postdoctoral students to measure albedo using satellite data from the University of Massachusetts-Boston. On this episode of Eyes on Earth, Dr. Schaaf talks about albedo’s importance and how satellites can be used to track changes to it over time.
Landsat data is more useful today than at any other point in its nearly 50-year history. The USGS Collections strategy is a major reason why. Landsat Collections align and correct satellite acquisitions from 1972 through the present to make the data easier to work with through time. The USGS has now released Collection 2, an upgrade that improves geometric accuracy, improves interoperability with other satellite data sources, eases access to Landsat Level-2 science products, and makes Landsat data available in a cloud-friendly format for the first time. On this episode, we hear about what life was like for Landsat users before Collections, what it’s like now, and how Collection 2 will open doors for more innovative, expansive research.
Brazil is a fascinating study in water use. Brazil uses roughly 72 percent of its water for irrigated agriculture, and its herds of cattle, pigs and poultry are among the largest in the world. Water management teams from that country’s National Water Agency have worked in recent years with researchers from the USGS EROS Center to learn how to map, and therefore more effectively manage, the South American country’s water resources. On this episode of Eyes on Earth, we hear from the Brazilian water experts and one of their collaborators at EROS.
In the past, remote sensing scientists looked for change on the Earth’s surface primarily by comparing one Landsat image to another. Today, open access to Landsat data, high-performance and cloud computing capabilities and sophisticated algorithms can be used to scan the entirety of the archive for change, enabling researchers to learn more about how the landscape shifts over time. On this episode of Eyes on Earth, Landsat Science Team member Dr. Curtis Woodcock shares his thoughts on time series analysis, the future of remote sensing and his hopes for the Landsat program.
When a disaster like a hurricane, flood or major wildfire hits a remote part of the world, the International Charter Space and Natural Disasters springs into action. The Charter’s members collect and distribute satellite-derived data that documents the damage, as well as derived products like as fire perimeter or structural damage maps – all at no cost to national emergency management agencies. In this episode of Eyes on Earth, we learn about the Charter and EROS’ involvement on the occasion of the collaborative organization’s 20th Anniversary.
The Green Revolution leaned on fertilizers, drought-resistant seeds and other modern innovations to boost agricultural production across much of the planet in the second half of the 20th Century. But many of those innovations never reached West Africa, partially because the lack of social safety nets and crop insurance made such investments too risky. On this episode of Eyes on Earth, we hear about a new product called index insurance that could help encourage yield-boosting investments by small holder farmers in West Africa, and how EROS data might be used to refine and improve the product.
Evapotranspiration is the process by which water transpires from the leaves and stems of plants and evaporates from the Earth’s surface. ET is an important metric for managing water use, but data availability has long been an issue. On this episode of Eyes on Earth, we talk about OpenET, a bold initiative whose goal is to improve water management by making that water consumption data more easily accessible to 17 western states. A consortium of agencies and organizations is working together to create a “one-stop shop” where users can access remotely sensed water consumption models on a single web-based platform.
Today, the world is awash in remotely sensed data. Satellites launched by countries and commercial companies circle the planet collecting data every day. Accessing data from multiple agencies and plaforms and turning it into useful analytics can be a daunting and complex endeavor, however. On today's episode of Eyes on Earth, we hear from the founder of the non-profit Radient Earth Foundation, which works to connect the global development community with the remote sensing data and machine leraning tools it needs to tackle social, economic and environmental issues. One major initiative involves opening access to satellite-based training data, such as crop classifications, land cover and the like, and connecting users to cloud computing resources that help users search for trends and changes across space and time.
Calibration teams at the USGS EROS Center use a variety of methods to make sure the data collected by Landsat satellites are an accurate representation of the Earth’s surface. They’re constantly comparing new imagery to old, tweaking algorithms to correct issues that might emerge, and using unchanging Earth surface sites and on-the-ground readings to check for consistency. Since the launch of Landsat 8, they’ve come to rely on another unchanging landscape to check for quality: the lunar surface. In this episode of Eyes on Earth, we hear how it’s done.
Mapping land cover across the United States using Landsat satellite data is a difficult, time-intensive job, but there are jobs far larger. Matt Hansen, a Maryland-based professor and member of the Landsat Science Team focuses his efforts on mapping land cover and change on a global scale. In this episode of Eyes on Earth, we hear from Matt on how he and his team use the Landsat archive to map change at such a wide scale.
Just recently, in mid-July, the flight operations team charged with keeping the Landsat 7 satellite running smoothly achieved a major milestone. They have gone 8 straight years now without an operator error. Considering that the team is operating a machine that costs hundreds of millions of dollars and flies at more than 17,000 miles per hour, avoiding any kind or operator error for 8 years is a reason to celebrate. In this episode of Eyes on Earth, we hear from the supervisor of the team behind the incredible flight operations run.
In the days before LANDFIRE, fire scientists often struggled to find the vegetation and fuels data they needed to map the path of fires, keep firefighters safe, and to model fire recovery. The dizzying array of data points found in the map layers of the LANDFIRE product suite—from hundreds of vegetation classes to tree canopy height and bulk to fuel potential and beyond—became indispensable upon its release in 2005. Since then, it’s also proven its worth to land managers, ecologists, biologists, carbon modelers and others, and has been cited in over 1,000 papers. LANDFIRE is a multi-agency partnership led by the DOI Office of Wildland Fire and the USDA Forest Service. On this episode of Eyes on Earth, we hear from a non-profit LANDFIRE partner about the program’s value, and about recent efforts to remap the United States to improve the product.
The U.S. Geological Survey took a bold step toward documenting change across the landscape with the launch of the first Landsat satellite in 1972. Since then, it’s collected nearly five decades of imagery. But it takes more than just imagery to understand change. It takes time, effort—and serious computing horsepower. The USGS Land Change Monitoring, Assessment, and Projection (LCMAP) initiative aims to use the full Landsat record to track change in long-term landscape conditions. In this episode of Eyes on Earth, we hear about LCMAP and what its 33-year product suite can tell us about change in the U.S.
Remote sensing is not an especially venerable scientific discipline, at least in comparison to fields like biology, chemistry or medicine. From its beginnings with aerial photography in the 1920s through the initial stages of satellite-based land imaging in the early 1970s, few peer-reviewed publications were available for scientists to share their ideas and improve their methods. The rise of rigorous peer review in the 1970s through publications like Remote Sensing of Environment (RSE) helped advance the discipline, with leaders such as RSE’s longtime editor Marvin Bauer serving as guides and gatekeepers as space-based remote sensing moved from emergent technology to a critical component of our understanding of Earth.
Between them, Landsats 7 and 8 image the entire land surface of Earth every eight days. The USGS orbiters are just two of many Earth observing satellites flying at the same altitude and collecting data at the same time of day. Other “constellations” of satellites gather other kinds of data, traveling one after the other like cars on a train to collect information that can be used independently or combined to produce models that help us understand the health and well-being of the planet. In this episode of Eyes on Earth, we learn about those satellites, the value they provide, and how their operators work together to insure the smooth and safe collection of scientific information.
The U.S. has plenty of data on wildfire risk. There are local and regional risk assessments, complex datasets like LANDFIRE and tracking tools like the EROS Fire Danger Monitor, as well as a host of resources and research projects devoted to the subject. But much of that information is steeped in the language of fire science and difficult to comprehend for those outside it. In this episode of Eyes on Earth, we hear from Frank Fay of the USDA Forest Service, who describes a new website that represents the first national tool on wildfire risk designed with communities and the general public in mind. The tool was built with data from the LANDFIRE program and numerous other sources, and offers a window into fire risk for every community in the U.S.
The continent of Australia experienced some of the most devastating wildfires in its history in late 2019 and early 2020. Remote sensing scientists in Australia, who collaborate closely with EROS, relied on satellites like Landsat to help assess and monitor the damage. In this episode of Eyes on Earth, we hear from one of our Australian partners on the value of satellite imagery before, during, and after a wildfire, and we explore how cross-hemisphere partnerships improve our understanding of disasters around the globe.
The Mendenhall Program offers a range of two-year post-doctoral research fellowships within the U.S. Geological Survey. Heather Tollerud took advantage of the program in 2015 to study drought and land cover at the USGS EROS Center, and has since become a key player in the Center’s innovative Land Change Monitoring, Assessment and Projection (LCMAP) initiative. In this episode of Eyes on Earth, we hear how Dr. Tollerud went from studying the harsh playas of northwestern Nevada to leading research and development for a national-scale project at the USGS. We also hear about a current Mendenhall fellowship opportunity that’s seeking a postdoctoral researcher to join the LCMAP team.
In the West African nation of Ghana, tropical forests are more than landscape. They are woven into language, custom, and culture. They are also the source of timber for home heating and industry, as well as barriers to agricultural production. Those are just a few of the reasons why deforestation has come alongside the nation’s rapid population growth. In this episode of Eyes on Earth, an EROS scientist and Ghana native talks about how Landsat satellites help track deforestation and offer guidance on forest regrowth.
For decades, each Landsat image had a price tag – a hefty one at times, ranging from $400 to as much as $4,000. That all changed in 2008 with the enactment of an open data policy that made the entire Landsat archive available for download at no cost to the user. In this episode of Eyes on Earth, we talk with one of the architects of that policy, as well as an EROS data manager who saw the post-2008 spike in Landsat data use in real time. The 100 millionth Landsat scene was recently downloaded from the EROS archive, marking a major milestone for a policy shift that opened the door to previously impossible wide-scale research projects and generated billions of dollars in returns worldwide.
Landsat satellites offer a wealth of information to scientists studying ecosystem health and recovery. Data products derived from Landsat open even more areas of inquiry. Landsat Burned Area products, for example, can help researchers identify previously unknown fires that took place from 1984 through the present. In this episode of Eyes on Earth, we talk to one of the scientists behind that product about Landsat’s role in monitoring ecosystem health and recovery.
Scientists at EROS have spent years refining their approach to mapping burn severity using remotely-sensed data from satellites like Landsat, but Landsat comes with limitations. Landsat data cannot see the vegetation below a thick tree canopy, for example. In this episode, we learn about a project in South Dakota’s Black Hills that seeks to leverage 3D data gathered using Unmanned Aircraft Systems (UAS) to improve burn mapping and help land managers.
The Arctic is changing at a more rapid rate than the rest of the planet. Some of the most significant changes are tied to the thawing of near-surface permafrost, the layers of frozen soil containing vast stocks of stored carbon. Scientists at EROS have used remote sensing tools to map the extent of near-surface permafrost in Alaska, offering a baseline for further research as change continues to ripple through the state.
Each fall, EROS invites its staff scientists and area graduate students to visit for a noontime poster session. The poster sessions offer a change for those researchers to present their results to their peers and get feedback from their fellow scientists. For this episode, we’ll hear about research into biofuels, cloud-friendly Landsat data, shrubland mapping and satellite-based fire monitoring.
Sea levels are rising globally. In some places, it is rising more than others, threatening communities and people as storm surges reach further inland and inundate more land. Landsat satellites used with other Earth-observing platforms enable EROS scientists to model the elevation of coastal shores, giving decision makers valuable information to use in preparing for the rising seas. In this episode of Eyes on Earth, we talk to one of the scientists about the utility of EROS’ elevation models.
It’s easy enough to measure rainfall, and nearly as easy to measure streamflow. Calculating the efficiency of water use through the metric of evapotranspiration (ET) – evaporation off the Earth’s surface and transpiration from the leaves of plants – is a far trickier proposal. In this episode of Eyes on Earth, we hear how scientists use satellites like Landsat to measure ET, and how those measurements help guide water management decisions in the U.S. and around the world.
EROS scientists track water availability and crop health around the world to help governments and non-profits manage resources and stave off food shortages. But EROS also teaches international scientists to track those resources themselves. In this episode, we hear about a recent training session at EROS for Iraq’s Ministry of Water Resources.
Sixty years of manned and unmanned space flight have left a cosmic junkyard circling the planet. In 2017, the U.S. government reported that it logged 308,984 close calls with space junk and issued 655 emergency-reportable alerts to satellite operators. In this episode, we learn about that debris, its potential dangers, and how Landsat flight operators keep their satellites out of harm’s way.
A farmer at the foot of a corn stalk can tell how well the plant is faring. That same farmer might survey his entire field for crop health. But assessing the health of crops or forests at regional, national, and international scales requires remote sensing, most often via satellite. In this episode of Eyes on Earth, we talk to Jesslyn Brown about the Normalized Difference Vegetation Index (NDVI), a tool that uses the broader electromagnetic spectrum to estimate plant health.
Land cover and land use across the United States are the culmination of a complex web of interwoven factors: Climate, landscape types, and economic factors among them. Remotely-sensed data from satellites like Landsat and a variety of other sources are useful for documenting and monitoring land cover and land use. When used alongside other data sources, however, remote sensing data can offer a glimpse at future land use under a range of scenarios. In this episode of Eyes on Earth, we learn how EROS scientists project future landscape change.
How much does an Earth observation satellite weigh? How are they launched? How fast does it travel? Does Landsat have a gas tank? In this episode of Eyes on Earth, we answer some of the basic questions surrounding the satellites that define the EROS mission.
Nearly 85 million people around the world are currently considered “food insecure,” and that figure continues to grow. Remote sensing technology enables scientists to feed data into the Famine Early Warning Systems Network (FEWS NET), which in turn can issue alerts that guide the distribution of humanitarian aid. In this episode of Eyes on Earth, we hear from an EROS climate scientist who works with the Network to predict drought and famine.
When an accident occurred at the Chernobyl Nuclear Power Plant's No. 4 reactor in Ukraine on April 26, 1986, Landsat satellites were among the first to capture visual evidence of its widespread impact. This episode of Eyes on Earth outlines how the disaster focused the world's attention on the value of remote sensing.
There’s a lot more than Landsat in the EROS Archive. In this episode of Eyes on Earth, we hear from a professor who’s mined satellite data collected during once-classified military missions to peer into the history of land use in Eastern Europe during the height of the Cold War.
Earth observation used to be the province of a handful of countries with satellite technology. Today, hundreds of satellites built all over the world are launched every year. This episode of Eyes on Earth talks about the explosive growth in the civilian and commercial remote sensing and EROS’ role in it.
We tend to associate Landsat satellites with what we see on solid Earth, but they can also tell us much about the health of our inland and coastal ecosystems. Landsat can be used to monitor harmful algal blooms, for example. Eyes on Earth guest Dr. Nima Pahlevan, a Landsat Science Team member, is part of a research team that tracks algal blooms worldwide using Landsat data.
Every year, the USDA’s National Agricultural Statistics Service (NASS) uses data from satellites like Landsat to estimate crop types and crop yields in the United States. The result is the Cropland Data Layer (CDL), which offers an annual look at more than 100 crop categories across the country. In this episode, Dave Johnson with NASS discusses how Landsat can identify different crops, providing a valuable economic tool for agriculture.
Summary: Scientists at EROS use tools like Landsat to produce land cover maps, which tell us if landscapes are rural or urban, cropped or forested, wetland or shrubland. Those maps help scientists at EROS and around the U.S. study the impact of changes in land use on not just landscapes, but on ecosystems, patterns of resource use, wildlife habitat, and much more. In this episode, we learn about the basics of land use and land cover study research from Geographer Roger Auch.
Sorting Landsat data into an accurate and reliable record of land cover in the United States is one of the most important jobs at EROS. This episode of Eyes on Earth explores the what, how, and why of the National Land Cover Database (NLCD).
A rundown of the history of the USGS Earth Resources Observation and Science (EROS) Center, the Landsat program, and the Center's role in the observation and study of landscape change worldwide.
Across the planet, in rural settings on uncluttered landscapes, there are satellite antennas receiving data directly from Landsat satellites as they pass 438 miles overhead at more than 17,000 miles per hour. It happens multiple times a day, in Australia, Brazil, Canada, Germany, South Korea, and elsewhere. The International Cooperators network has 20 ground stations in 14 countries. In this episode of Eyes on Earth, we hear from three of our international partners on the value satellite data brings to their countries.