Testing in the clouds: NASA flies to improve satellite data
In February, NASA's ER-2 science aircraft flew instruments designed to improve satellite data products and Earth science observations. From data collection to processing, satellite systems continue to advance, and NASA is exploring how instruments analyzing clouds can improve data measurement methods.
Researchers participating in the Goddard Space Flight Center Lidar Observation and Validation Experiment (GLOVE) used the ER-2—based at NASA's Armstrong Flight Research Center in Edwards, California—to validate satellite data about cloud and airborne particles in the Earth's atmosphere. Scientists are using GLOVE instruments installed onboard the aircraft to measure and validate data about clouds generated by satellite sensors already orbiting in space around Earth.
"The GLOVE data will allow us to test new artificial intelligence algorithms in data processing," said John Yorks, principal investigator for GLOVE and research physical scientist at NASA's Goddard Space Flight Center in Greenbelt, Maryland. "These algorithms aim to improve the cloud and aerosol detection in data produced by the satellites."
The validation provided by GLOVE is crucial because it ensures the accuracy and reliability of satellite data. "The instruments on the plane provide a higher resolution measurement 'truth' to ensure the data is a true representation of the atmospheric scene being sampled," Yorks said.
The ER-2 flew over various parts of Oregon, Arizona, Utah, and Nevada, as well as over the Pacific Ocean off the coast of California. These regions reflected various types of atmospheres, including cirrus clouds, marine stratocumulus, rain and snow, and areas with multiple types of clouds.
"The goal is to improve satellite data products for Earth science applications," Yorks said. "These measurements allow scientists and decision-makers to confidently use this satellite information for applications like weather forecasting and hazard monitoring."
The four instruments installed on the ER-2 were the Cloud Â鶹ÒùÔºics Lidar, the Roscoe Lidar, the enhanced Moderate Resolution Imaging Spectroradiometer Airborne Simulator, and the Cloud Radar System. These instruments validate data produced by sensors on NASA's Ice, Cloud, and Land Elevation Satellite 2 (ICESat-2) and the Earth Cloud, Aerosol and Radiation Explorer (EarthCARE), a joint venture between the ESA (European Space Agency) and JAXA (Japan Aerospace Exploration Agency).
Provided by NASA
