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Evaluation of six satellite-derived Fraction of Absorbed Photosynthetic Active Radiation (FAPAR) products across the Australian continent
2014
Remote Sensing of Environment
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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
A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration
2021
Hydrology and Earth System Sciences
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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
Towards decision support models for an un-gauded catchment in India, the case of Anas catchment [online]
2004
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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