Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements

@article{Kaheil2008DownscalingAA,
  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},
  year={2008},
  volume={46},
  pages={1375-1384}
}
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
Highly Cited
This paper has 21 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 16 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 16 references

Downscaling precipitation and temperature with temporal neural networks

  • P. Coulibaly, Y. B. Dibike, F. Ancitil
  • J. Hydrometeorol., vol. 6, no. 4, pp. 483–496…
  • 2005
2 Excerpts

Support vectors-based groundwater head observation networks design

  • T. Asefa, M. W. Kemblowski, G. Urroz, M. McKee, A. Khalil
  • Water Resour. Res., vol. 40, no. 11, W11509, 2004…
  • 2004

Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 field experiment

  • S. A. Margulis, D. McLaughlin, D. Entekhabi, S. Dunne
  • Water Resour. Res., vol. 38, no. 12, p. 1299…
  • 2002
1 Excerpt

Space-time characterization of soil moisture from passive microwave remotely sensed imagery and ancillary data

  • G. Kim, A. P. Barros
  • Remote Sens. Environ., vol. 81, no. 2, pp. 393…
  • 2002
1 Excerpt

geoR: A package for geostatistical analysis

  • J. P. Ribeiro, Jr., P. J. Diggle
  • R-NEWS, vol. 1, no. 2, pp. 15–18, Jun. 2001.
  • 2001

Similar Papers

Loading similar papers…