Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements

  title={Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements},
  author={Yasir H. Kaheil and M. Kashif Gill and Mac McKee and Luis A. Bastidas and Enrique Rosero},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
Methods for reconciliation of spatial and temporal scales of data have become increasingly important as remote sensing data become more readily available and as the science of hydrology moves more heavily toward distributed modeling. The purpose of this paper is to develop a method to disaggregate coarse-resolution remote sensing data to finer scale resolutions that are more appropriate for use in hydrologic studies and water management. This disaggregation is done with the help of point… CONTINUE READING
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