Solving Forward and Inverse Problems for Hyperspectral Satellite Remote Sensors using Principal Component Analysis

Xu Liu1, Wan Wu1, Qiguang Yang2, Xiaozhen Xiong3, Ming Zhao4, Daniel K Zhou1, Allen M Larar5, Robert J D Spurr6, Ping Yang7, Liqiao Lei8, Hyun-Sung Jang9, Yolanda Shea10, Snorre Stamnes1, David R Thompson11, Xiong Liu12, Lihang Zhou13, Qing Yue11 and Feng Xu14, (1)NASA Langley Research Center, Hampton, VA, United States, (2)SSAI Inc, NASA Langley Research Center, Hampton, VA, United States, (3)NOAA Science Center, National Environmental Satellite, Data, and Information Service, NOAA, USA, Clarksville, United States, (4)SSAI, Inc., Hampton, United States, (5)NASA Langley Research Center, Hampton, United States, (6)Rt Solutions Inc., Cambridge, United States, (7)Texas A&M Univ, College Station, TX, United States, (8)Science Systems and Applications, Inc., Hampton, United States, (9)NASA npp postdoc, Hampton, VA, United States, (10)NASA, Hampton, United States, (11)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (12)Center for Astrophysics | Harvard & Smithsonian, Cambridge, United States, (13)NOAA College Park, College Park, MD, United States, (14)University of Oklahoma, School of Meteorology, Norman, OK, United States