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These inconsistencies can in turn be partially attributed to changes in biome type that are relevant to certain products and related model-specific assumptions. ... Satellite remote sensing products of the Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) are routinely used for diverse applications in Earth-System and land-surface modelling and monitoring ... drawn from samples with mean and standard deviation derived from literature values (Barry, Newnham, & Stone, 2009; Datt, 1998 Datt, , 1999 . ...doi:10.1016/j.rse.2013.08.037 fatcat:e6bzdxu64zfdtovkmqyzoekjte
datasets to estimate ET and Reco in high space–time resolution. ... In this study, we developed a hybrid predictive modeling approach (HPM) that integrates eddy covariance measurements, physically based model simulation results, meteorological forcings, and remote-sensing ... HPM is hybrid as it can flexibly integrate direct measurements from flux towers and/or physically based model results (e.g., CLM) and utilize a deep learning long shortterm memory recurrent neural network ...doi:10.5194/hess-25-6041-2021 fatcat:cfnmp6s2pjch5h6actxkxapb7u
involves linking spatial data with time series. ... the observed time series. ... The primary derivers used in the IMPACT-WATER model (Rosegrant et. al. 2000) for various scenarios are: a) Economic and demographic drivers including population growth, rate of urbanisation, rate of ...doi:10.5445/ir/1372004 fatcat:vrxcmbflgfej5otec7ogpaw3t4