The varied landscapes of the United States have unique relationships with water. On the East Coast, rain is a regular occurrence. In the West, drought is a constant threat. Rivers and lakes fed by rainfall, snowmelt or a mix of both provide two-thirds of the country's drinking water while also supporting agriculture.
The varied landscapes of the United States have unique relationships with water. On the East Coast, rain is a regular occurrence. In the West, drought is a constant threat. Rivers and lakes fed by rainfall, snowmelt or a mix of both provide two-thirds of the country's drinking water while also supporting agriculture. Managing these water resources requires balancing growing demand for water in the face of shifting availability and changing climate. Credit: NASA/Jefferson Beck
Managing these water resources requires balancing growing demand for water in the face of shifting availability and changing climate. Many state and federal agencies and other organizations turn to NASA research, satellite data and analytical tools to help tackle these issues.
Since the 1960s, NASA has been steadily expanding its view of how fresh water moves around the planet. Early satellites that imaged clouds and snow cover evolved to more recent missions that quantify rain and snowfall worldwide every half-hour, make daily observations of global snow cover, detect changes in aquifers deep underground, and monitor moisture in soils every few days.
These observations are some of the most powerful assets scientists have when studying the water cycle, how it affects people and their water supplies, and how it may change in a warming climate. At NASA, researchers maintain and refine these data sets, providing them to the public at no cost. NASA researchers also help to interpret the information with sophisticated computer programs that integrate the disparate data sets and fill gaps to create a coherent picture of where and how water moves around the planet every day.
To put these tools in the hands of decision makers, NASA funds a robust set of projects that connects researchers with local water managers to address location-specific water issues. These needs range from drought and crop forecasts in the Midwest, to estimating available water from snowpack and rainfall in California, to dealing with climate change, which affects water decisions everywhere.
Filling in the Gaps
One of the challenges of studying water in its many forms is tying together all the satellite observations into a continuous stream of information. That's where hydrology models come in.
Models fill in gaps in the satellite observations, said Matt Rodell, chief of the Hydrological Sciences Laboratory at NASA's Goddard Space Flight Center in Greenbelt, Maryland. These can be gaps in time and space, for instance when the satellite wasn't overhead, or gaps where satellites can't directly observe a process, such as water infiltrating the soil into an aquifer below ground. These gaps can be represented in the model with equations that use soil and vegetation properties and satellite-observed weather conditions as a starting point.
Modeling projects using NASA data include:
- The Global Land Data Assimilation System, developed and maintained by Rodell's lab, is a computer model that predicts what happens to rain, snow and sunlight after they hit land. One project, with the National Drought Mitigation Center at the University of Nebraska, Lincoln, develops drought indicator products used in the U.S. Drought Monitor’s weekly maps. Rodell's team is currently seeing promising results in a new effort to provide 3-month drought forecasts by integrating data from the Gravity Recovery and Climate Experiment Follow On (GRACE-FO) satellites, which measure water stored above and below ground.
- To monitor growing conditions and forecast crop yields, both in the United States and abroad, NASA collaborates with the U.S. Department of Agriculture to apply hydrology models that ingest data from NASA's Soil Moisture Active Passive (SMAP) satellite. At the local level, understanding drought and crop conditions can help farmers and water managers decide where they need to allocate more water for irrigation.
- In the Colorado River basin, the majority of water consumption comes from irrigation – but there is a lot of competition for those resources. Jonathan Quebbeman and Gerald Day at RTI International in Fort Collins, Colorado, are leading a project to help managers allocate the overcommitted water supply. Working with the Colorado Basin River Forecast Center, Colorado State University and Utah State University, their project integrates satellite rainfall data from NASA's Global Precipitation Measurement (GPM) mission, snow cover data from the Moderate Resolution Imaging Spectroradiometer (MODIS) and other inputs into high-resolution water forecast models.
The model forecasts provide monthly and seasonal forecasts of water availability to help managers make decisions for reservoir operations and allocation to farms and other users. A follow-on research project funded by NASA and led by Quebbeman and partners from the University of Colorado, Boulder, will quantify the economic value of these improved forecasts and decisions.
Crop irrigation is the largest human demand on water resources in the world, accounting for 93 percent of water consumption globally. In the United States depending on the region, irrigation water comes from both the river systems fed by rain and snow and from aquifers, which are crucial sources of water in arid regions and when droughts occur.
Accounting for irrigation itself in modeling, however, is an open area of research. Observations from satellites and the ground capture a partial picture for irrigation when water moves from rivers, lakes, reservoirs or groundwater to the soil. Modeling is not straightforward, because it depends on simulating water management decisions. The decision to irrigate, for how long and how much belongs to the farmer, and it can’t be solved by a simple equation, said Sujay Kumar,head of model development for NASA's Land Information System at Goddard. Nevertheless, irrigation impacts on the water cycle are important enough that modelers are developing methods to represent them and capture them from remote sensing.
Snowmelt is an important part of the freshwater system in Colorado, so government agencies like the National Oceanic and Atmospheric Agency’s (NOAA) Colorado Basin River Forecast Center have increasingly turned to satellite and airborne snow measurements for better runoff forecasting. In addition to using NASA information that shows the percentage of land covered by snow, the center also incorporates satellite data about snow surface conditions that can speed up its melt rate—such as the presence of dust, soot, and other materials that absorb solar energy. Incorporating data like this, helps narrow discrepancies between computer model estimates and ground observations of streamflow, giving greater confidence to the forecasts. Credit: NASA/Thaddeus Cesari
Facing a Changing Climate
Climate change can increase the demand for water while limiting its availability, according to the U.S. National Climate Assessment. As warming causes snowfall to change to rain, water flows into reservoirs, lakes and rivers at different times of the year than it has historically, said Jeff Arnold, a scientist with the U.S. Army Corps of Engineers. Arnold is part of a NASA-funded project team led by researchers at the National Center for Atmospheric Research (NCAR) in Boulder, Colorado, that is creating tools to make global climate change predictions relevant to specific regions of the United States. The Army Corps wants to know how much change to expect across the country in the next 50-100 years, Arnold said, since that can affect how the corps operates its infrastructure, such as dams and hydropower plants.
“Water security is having the right amount of water at the right time and at the right place,” Arnold said.
The tools developed by the project will enable water managers to create strategies to modernize and maintain their infrastructure, said Andy Wood, the lead scientist at NCAR. Wood's team has been working closely with water managers across the United States and incorporating their feedback into tools that use NASA's Land Information System model to monitor and predict seasonal changes in water supplies at the watershed scale.
Noah Molotch, a hydrologist at the University of Colorado at Boulder, has also taken a user-first approach to a NASA-funded project using satellite observations to improve tools for California water managers.
California's water supply is heavily dependent on the Sierra Nevada snowpack and managing its meltwater through the spring. To assess the status of their water supply, managers use tools based on forecasts of streamflow volumes for 20 major river basins across the state. Originally developed during years with normal rain and snowfall, these tools were not as accurate during the recent drought when climate conditions were abnormal. Molotch's team is using satellite observations, particularly estimates of the amount of water in snow derived from MODIS snow cover observations, to improve the forecast models so managers have better information during droughts.
At the other end of the water spectrum, a project led by Jennifer Jacobs at the University of New Hampshire in Durham integrates soil moisture data from SMAP to assess the flood potential of the Red River in North Dakota and Minnesota. And, in partnership with the National Weather Service’s North Central River Forecast Center, the team is working to improve operational flood forecasting for people in the region.
Step by Step
The upcoming 2021 launch of the Surface Water and Ocean Topography (SWOT) mission will add another important piece to the freshwater puzzle: data on surface water height and slope, which will enable estimation of river flows. With the addition of these observations all major parts of the water cycle will be seen from space: precipitation, evaporation, runoff and water storage.
Variations in water availability is the key question that the models at all levels try to answer, Kumar said, whether they are answering specific questions about stream flow or snowpack or crop conditions.
In addition to supporting specific applications, NASA's satellite observations and data-integrating model outputs are available to the public at no cost at a variety of resolutions and time scales, supporting educators, academics, and public and private institutions.