Evapotranspiration from Airborne Simulators as a Proxy Datasets for NASA’s ECOSTRESS mission – A new Thermal Infrared Instrument on the International Space Station
Abstract:
Two instruments capable of providing proxy datasets are the MODIS/ASTER (MASTER) airborne simulator and Hyperspectral Thermal Emissions Spectrometer (HyTES). This study is focused on estimating evapotranspiration using shortwave and thermal infrared remote sensing observations from these instruments. The thermal infrared data from MASTER/HyTES is used as a proxy dataset for ECOSTRESS to demonstrate the capability of the future spaceborne system to derive ET and water stress information from thermal based retrievals of land surface temperature. MASTER and HyTES data collected from 2004 to present over the Western United States at different seasons are used to test and evaluate different ET algorithms using ground-based measurements. Selected algorithms are 1) explicitly based on surface energy budget calculation or 2) based on the Penman-Monteith equation and use information on land surface temperature to estimate the surface resistance to convective fluxes. We use ground data from the Fluxnet and Ameriflux networks, and from permanent validation stations over an agricultural landscape in California operated by the Jet Propulsion Laboratory. The impact of different error sources associated with both the input data or the parameterization of the different models is quantified and used to assess the uncertainty of the future operational spaceborne ET products.
