In 1889, near the remote border town of Embudo, New Mexico, John Wesley Powell, the famous explorer of the Grand Canyon and second head of the U.S. Geological Survey, started a quiet scientific revolution.
He knew that water would be increasingly important to the American West, but no one had developed a way to figure out how much was available. Powell set up a field camp with 14 students, three instructors, two laborers and a cook, and tasked them with developing the first gauge to measure how much water flows through a U.S. river.
With their success, it was possible to know how much water could be taken out of the Rio Grande for irrigation without it becoming unnavigable or, worse, drying up entirely.
Today, hydrologists like me use the stream gauge network, along with similarly vast networks of sensors measuring rainfall, soil moisture, snow depth and other parts of the water cycle. These tools help show how much water is available to people and ecosystems and how water moves from place to place.
Moving to space
In the last 30 years, hydrology has run into a sticky problem. There are simply not enough sensors for the questions hydrologists want to answer.
Try, for example, to measure how much snow is stored in a mountain range like California’s Sierra Nevada. This water is a critical resource for the state. The Sierra Nevada contains about 130 “snow pillows” that measure the amount of water stored in the snow directly above them. But the area measured by the sensors is something like 2 millionths of a percent of the total area of the Sierra.
If you try to figure out the total water stored in the Sierras, you run into a methodological wall. There’s no good way to get there directly.
This kind of problem crops up all over hydrology, from snow to soil moisture and rivers to reservoirs. Although putting out more sensors is an option, they are expensive to maintain, and it’s impossible to put out enough to measure an entire mountain range. A better option would be to measure large areas all at once.
Starting about two decades ago, a small group of scientists suggested a new solution: What if they could measure the water cycle from space?
The University of Saskatchewan’s Jay Famiglietti was one of these scientists. Much of Famiglietti’s work has used the Gravity Recovery and Climate Experiment (GRACE) mission, a pair of satellites launched in 2002. The satellites, nicknamed Tom and Jerry, chase each other around the planet and use tiny variations in the distance between them to measure changes in Earth’s gravity. Many of these variations come from water moving around. GRACE tracks changes in total water storage across groundwater, the surface and the atmosphere.
“[GRACE] paints a compelling picture, because it allows us to see the human fingerprint on water availability, and the climate change impact on water availability,” Famiglietti told me. Some of his work with GRACE has shown deep losses of groundwater in northern India, the Middle East and other places that could be vulnerable to future water shortages. The original pair of GRACE satellites went offline in 2017, but a new pair launched the following year.
A golden age
Other satellites designed to measure specific parts of the water cycle came online at around the same time as GRACE, though they had some limitations.
ICESat, active from 2003 to 2009, measured the changing shape of glaciers and ice sheets, but its lasers had some technical problems that limited its lifetime. The Tropical Rainfall Measurement Mission provided data on precipitation at low latitudes, but it worked poorly for snow and regions with strong thunderstorms. Scientists came up with improved ways to use data from passive microwave sensors, some of which were already in orbit, to estimate soil moisture, but they provided data only at relatively coarse scales.
Starting in 2014, a new generation of satellites has offered improvements. The Global Precipitation Mission, a constellation of satellites, has substantially improved on TRMM.
ICESat-2, which NASA launched in 2018, has much better lasers than its forerunner. Dedicated soil moisture missions launched by the European Space Agency and NASA offer more finely tuned measurements than past sensors could.
I am part of an international team that will launch the first project dedicated to measuring Earth’s most readily accessible water resources: rivers and lakes. The Surface Water and Ocean Topography (SWOT) mission is an active sensor that, starting in 2021, will send radar pulses down to Earth and measure how long they take to return to the satellite. Through finely-tuned algorithms, SWOT will measure changes in the amount of water stored in millions of lakes and reservoirs around the world and estimate, from space, the amount of water flowing through most of the world’s major rivers.
With all these satellites, hydrologists will be able to track many individual parts of the water cycle using observations from space. The next challenge will be putting all of those measurements together in a coherent way. Each satellite has its own idiosyncrasies. Scientists are working to integrate all of their past and present data with computer simulations of Earth’s water cycle.
Together, these observations can help better predict drought, track floods and inform the world about how climate change is altering access to water resources. For example, a suite of satellites showed that the world’s landlocked basins, already among the driest places on Earth, most notably the Aral Sea in Central Asia, are rapidly losing water.
Space agencies are also designing new missions to cover parts of the water cycle that current satellites can’t yet adequately observe, like the snowpack in the Sierra Nevada. Estimating evaporation also remains a real challenge. Current methods produce very different global patterns, and the path toward new solutions for reliably estimating evaporation from space remains uncertain.
Satellites have gone from curios on the sidelines of hydrology to central players in understanding the global water cycle. When John Wesley Powell sent 20-odd members of the new USGS to the banks of the Rio Grande, he likely couldn’t have imagined that, 130 years later, water scientists like me would be following in his footsteps using satellites orbiting hundreds of miles overhead.
About the Author
Associate Professor of Global Hydrology, University of North Carolina at Chapel Hill
- Associate Professor of Global Hydrology, University of North Carolina at Chapel Hill
My research interests are focused on the intersections between hydrology, satellite remote sensing, and climate change. I work on scales ranging from the entire globe to a single large wetland, with a special interest in Arctic and Subarctic regions. Current research projects aim to address three questions:
How can satellite remote sensing be used to understand the storage and movement of surface water?
How accurately can regional climate models simulate hydrologic processes?
How is anthropogenic warming impacting Arctic hydrologic and climatic systems?