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Bias Correction of Climate Modeled Temperature and Precipitation Using Artificial Neural Networks
Publisher: American Meteorological Society
Abstract: AbstractClimate studies and effective environmental management require unbiased climate datasets. This study develops a new bias correction approach using a three-layer feedforward neural network to reduce the biases of ...
Retrieval of Hourly Records of Surface Hydrometeorological Variables Using Satellite Remote Sensing Data
Publisher: American Meteorological Society
Abstract: new algorithm is formulated for retrieving hourly time series of surface hydrometeorological variables including net radiation, sensible heat flux, and near-surface air temperature aided by hourly visible images from the ...