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Early Adopters of NASA’s PACE Data to Study Air Quality, Ocean Health


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Early Adopters of NASA’s PACE Data to Study Air Quality, Ocean Health

From the atmosphere down to the surface of the ocean, data from NASA’s PACE (Plankton, Aerosol, Cloud, ocean Ecosystem) satellite benefits ecosystems, human health, and underrepresented communities.

Years before the launch in February 2024, mission leaders from NASA teamed with dozens of applied scientists and environmental professionals to prepare for the many practical uses that could be informed by PACE data. PACE’s Early Adopter program integrates science data into business, environmental management, and decision-making activities to benefit society.

ksc-20240205-ph-spx02-0006orig.jpg?w=204
A SpaceX Falcon 9 rocket with NASA’s PACE (Plankton, Aerosol, Cloud, ocean Ecosystem) spacecraft stands vertical at Space Launch Complex 40 at Cape Canaveral Space Force Station in Florida on Feb. 5, 2024. PACE is NASA’s newest Earth-observing satellite that will help increase our understanding of Earth’s oceans, atmosphere, and climate by delivering hyperspectral observations of microscopic marine organisms called phytoplankton as well new data on clouds and aerosols.
SpaceX

The researchers specialize in a wide range of topics including water resources, fisheries and aquaculture, air quality and health, climate, and agriculture. These early adopters of the science provide a bridge between the PACE team and local communities and decision-makers who need accessible products for public use. Such work can help connect the new frontier of PACE’s hyperspectral and multi-angular polarimetric data to real-world problems – and find new ways to address challenges.

Helping Coastal Communities Keep Fisheries Safe

In coastal communities, knowing the quality of the water is essential for ecosystem health, safe and sustainable seafood, and recreation – not to mention human livelihoods that depend on fisheries.

gsfc-20171208-archive-e001997orig.jpg?w=
Phytoplankton are microscopic organisms that live in watery environments. When conditions are right, phytoplankton undergo explosive population growth, creating blooms visible from space. Such a bloom occurred in the North Atlantic Ocean, off the coast of Newfoundland in early August 2010. The Moderate Resolution Imaging Spectroradiometer (MODIS) on NASA’s Terra satellite captured this natural-color image on Aug. 9, 2010. The paisley pattern of peacock blue owes its color to phytoplankton.
Credit: NASA/Goddard/Jeff Schmaltz/MODIS Land Rapid Response Team

Marina Marrari, executive director of the Costa Rican Fishing Federation in San José is one of PACE’s early adopters. Marrari and her colleagues developed a mobile app that will pull in data from PACE’s Ocean Color Instrument to help inform the public about harmful algal blooms. Known as pezCA, the app distributes near real-time data about ocean temperature, chlorophyll concentration, and currents as measured by other NASA satellites. Once PACE data is available, the app will be updated to include a product on specific types of harmful algal blooms that can have toxic effects on people and animals.

Bringing Air Quality Alerts to the Midwest

Information on air quality and airborne particles (aerosols) is typically available for dense urban areas like Los Angeles, Atlanta, and New York. Marcela Loría-Salazar, assistant professor at the University of Oklahoma in Norman, plans to use data from PACE’s polarimeters and OCI to study air quality in locations in the middle of the United States, where there tend to be fewer ground-based monitors.

Urban pollution emissions, desert dust, and smoke from wildfires can travel from distant places – across continents or even oceans. (Think of the wildfire smoke that can blow from Alaska and Canada into the central U.S.) PACE gathers global data on this dust and smoke in Earth’s atmosphere every one to two days, and that data is open access – meaning it is available for anyone to find and download free from the Internet.

A satellite view shows the greens and orange browns of land in the Midwest of the United States. The land, split up by dark blue lakes at the top of the image, also has thin twisting rivers snaking through it. The land and water take up the background of the image. In the foreground are wisps of white clouds and gray smoke. Clouds are seen in the top left corner of the image and alone the right side of the image. The smoke trails from the top left of the image to the bottom right, and the land can be seen through the smoky plumes.
Smoke from Canadian wildfires drifts slowly south over the United States’ Midwest. The drifting smoke can be seen in this Terra satellite image taken in December 2017 over Lake Michigan, as well as parts of Minnesota, Wisconsin, Indiana, and Ohio.
NASA MODIS Rapid Response Team / Jeff Schmaltz

Loría-Salazar and her team can use this information to track aerosols, studying how they change as they move over land, change altitude, and interact with other atmospheric particles. Her goal is to better understand how these aerosols affect human health when they’re inhaled. Her team works with the Oklahoma state government to develop solutions to improve air quality decision-making.

She also works with tribal nations to help inform air quality decisions in their communities. For example, setting prescribed fires is a traditional activity to preserve ecosystems, but the fires do put smoke into the air. By using satellite data, tribal managers can make better-informed decisions about the potential risk of acute smoke exposure on a given day.

Tracking Health of Marine Mammal Ecosystems

Phytoplankton are the center of the marine food web. These microscopic organisms are food for bigger animals like zooplankton, fish, and shellfish – and ultimately whales and dolphins. While PACE can’t directly detect fish or mammals below the surface of the ocean, it can view communities of phytoplankton, which can inform scientists about the ocean ecosystem in which fish and mammals live.

Centered in the image is a woman wearing a white linen shirt and dark pants. She is sitting on a rock, her knees tucked up as if she is in a crouching position. She has blonde hair which is blowing slightly with the breeze to the left of the image. The rock she is sitting on is brown colored and has small craters in it. The rocky landscape extends behind her where it then reaches the ocean, which is a light cray color. There are rocks extending from the ocean as well.
Liz Ferguson on the coast of the oceans where she studies marine mammals.
Courtesy of Liz Ferguson

By examining phytoplankton, scientists can gain valuable insights into changes occurring within marine habitats, as these microorganisms often serve as early indicators of regional ecosystem health. Liz Ferguson, CEO and marine ecologist for Ocean Science Analytics, studies marine mammals off the Pacific Coast of North America.

Monitoring plankton communities enhances scientists’ ability to perceive the intricate dynamics within marine ecosystems. By closely monitoring shifts in environmental variables and the behavior of indicator species such as marine mammals, Ferguson can study the impact of climate change on the California current’s ecosystems.

Doubling Up Satellite Data

Some species of phytoplankton produce toxins that can be dangerous for humans, pets, and livestock. When these phytoplankton multiply to large numbers, it’s called a harmful algal bloom.

Richard Stumpf and Michelle Tomlinson, oceanographers with the National Oceanic and Atmospheric Administration (NOAA), use satellite data to study these blooms and help inform communities about their risks. They have been using data from the Ocean and Land Color Instrument on the European Space Agency’s Sentinel-3 satellite, which captures Earth data by measuring certain wavelengths of light. PACE’s Ocean Color Instrument sensor does the same, but as a hyperspectral instrument, it can detect more than 200 wavelengths – more than five times the number observed by Sentinel-3 and other current instruments.

A man is seen to the left of the picture wearing a blue polo shirt with the NOAA logo on it and a brown, felt material cowboy-like hat. He is facing the right side of the picture and is looking three short, cylindrical containers stacked on top of one another that he is holding. The bottom container has a green hue while the top two are more clear. Behind him is the blue green color of the ocean.
Richard Stumpf examines water from plankton net tows in Lake Erie taken in early summer 2023. A net tow concentrates plankton from the water making it easier to identify what is present, particularly when a bloom is developing. The middle jar is the unfiltered lake water, the top one is from an area that has mostly zooplankton (microscopic animals), and the bottom (greenish) one has cyanobacteria.
Courtesy of Richard Stumpf

PACE data can help Stumpf and Tomlinson continue their research on how the color of harmful algal blooms change over time and space. Choosing specific wavelengths of data from PACE can also help verify the data from Sentinel-3 and extend the long-term data record.

The hyperspectral capabilities of PACE can allow scientists and environmental managers to not only spot emerging blooms, but also identify the specific communities of phytoplankton that make up the bloom. Detecting these details helps scientists better inform local water managers about the location, timing, and type of harmful algal blooms, which can help mitigate risks to the public.

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Mar 25, 2024
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      The three missions will launch together aboard a SpaceX Falcon 9 rocket from NASA’s Kennedy Space Center in Florida. From there, the spacecraft will travel together to their destination at the first Earth-Sun Lagrange point (L1), around one million miles from Earth toward the Sun.
      The missions will each focus on different effects of the solar wind — the continuous stream of particles emitted by the Sun — and space weather — the changing conditions in space driven by the Sun — from their origins at the Sun to their farthest reaches billions of miles away at the edge of our solar system. Research and observations from the missions will help us better understand the Sun’s influence on Earth’s habitability, map our home in space, and protect satellites and voyaging astronauts and airline crews from space weather impacts. 
      The IMAP and Carruthers missions add to NASA’s heliophysics fleet of spacecraft. Together, NASA’s heliophysics missions study a vast, interconnected system from the Sun to the space surrounding Earth and other planets to the farthest limits of the Sun’s constantly flowing streams of solar wind. The SWFO-L1 mission, funded and operated by NOAA, will be the agency’s first satellite designed specifically for and fully dedicated to continuous, operational space weather observations.
      Mapping our home in space: IMAP
      The IMAP mission will study the heliosphere, our home in space.
      NASA/Princeton University/Patrick McPike As a modern-day celestial cartographer, IMAP will investigate two of the most important overarching issues in heliophysics: the interaction of the solar wind at its boundary with interstellar space and the energization of charged particles from the Sun.
      The IMAP mission will principally study the boundary of our heliosphere — a huge bubble created by the solar wind that encapsulates our solar system — and study how the heliosphere interacts with the local galactic neighborhood beyond. The heliosphere protects the solar system from dangerous high-energy particles called galactic cosmic rays. Mapping the heliosphere’s boundaries helps scientists understand our home in space and how it came to be habitable. 
      “IMAP will revolutionize our understanding of the outer heliosphere,” said David McComas, IMAP mission principal investigator at Princeton University in New Jersey. “It will give us a very fine picture of what’s going on out there by making measurements that are 30 times more sensitive and at higher resolution than ever before.”
      The IMAP mission will also explore and chart the vast range of particles in interplanetary space. The spacecraft will provide near real-time observations of the solar wind and energetic particles, which can produce hazardous conditions not only in the space environment near Earth, but also on the ground. The mission’s data will help model and improve prediction capabilities of the impacts of space weather ranging from power-line disruptions to loss of satellites. 
      Imaging Earth’s exosphere: Carruthers Geocorona Observatory
      An illustration shows the Carruthers Geocorona Observatory spacecraft. NASA/BAE Systems Space & Mission Systems The Carruthers Geocorona Observatory, a small satellite, will launch with IMAP as a rideshare. The mission was named after Dr. George Carruthers, creator of the Moon-based telescope that captured the first images of Earth’s exosphere, the outermost layer of our planet’s atmosphere. 
      The Carruthers mission will build upon Dr. Carruthers’ legacy by charting changes in Earth’s exosphere. The mission’s vantage point at L1 offers a complete view of the exosphere not visible from the Moon’s relatively close distance to Earth. From there, it will address fundamental questions about the nature of the region, such as its shape, size, density, and how it changes over time.
      The exosphere plays an important role in Earth’s response to space weather, which can impact our technology, from satellites in orbit to communications signals in the upper atmosphere or power lines on the ground. During space weather storms, the exosphere mediates the energy absorption and release throughout the near-Earth space environment, influencing strength of space weather disturbances. Carruthers will help us better understand the fundamental physics of our exosphere and improve our ability to predict the impacts of the Sun’s activity.
      “We’ll be able to create movies of how this atmospheric layer responds when a solar storm hits, and watch it change with the seasons over time,” said Lara Waldrop, the principal investigator for the Carruthers Geocorona Observatory at the University of Illinois at Urbana-Champaign. 
      New space weather station: SWFO-L1
      SWFO-L1 will provide real-time observations of the Sun’s corona and solar wind to help forecast the resulting space weather.
      NOAA/BAE Systems Space & Mission Systems Distinct from NASA’s research satellites, SWFO-L1 will be an operational satellite, designed to observe solar activity and the solar wind in real time to provide critical data in NOAA’s mission to protect the nation from environmental hazards. SWFO-L1 will serve as an early-warning beacon for potentially damaging space weather events that could impact our technology on Earth. SWFO-L1 will observe the Sun’s outer atmosphere for large eruptions, called coronal mass ejections, and measure the solar wind upstream from Earth with a state-of-the-art suite of instruments and processing system.
      This mission is the first of a new generation of NOAA space weather observatories dedicated to 24/7 operations, working to avoid gaps in continuity. 
      “SWFO-L1 will be an amazing deep-space mission for NOAA,” said Dimitrios Vassiliadis, SWFO program scientist at NOAA. “Thanks to its advantageous location at L1, it will continuously monitor the solar atmosphere while measuring the solar wind and its interplanetary magnetic fields well before it impacts Earth — and transmit these data in record time.”
      With SWFO-L1’s enhanced performance, unobstructed views, and minimal delay between observations and data return, NOAA’s Space Weather Prediction Center forecasters will give operators improved lead time required to take precautionary actions that protect vital infrastructure, economic interests, and national security on Earth and in space.
      By Mara Johnson-Groh
      NASA’s Goddard Space Flight Center, Greenbelt, Md.
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      Last Updated Sep 04, 2025 Related Terms
      Carruthers Geocorona Observatory (GLIDE) Heliophysics Heliosphere IMAP (Interstellar Mapping and Acceleration Probe) NOAA (National Oceanic and Atmospheric Administration) Solar Wind Space Weather The Sun The Sun & Solar Physics Explore More
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