Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of <italic>In Situ</italic> Sensors and Random Forests

Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of <italic>In Situ</italic> Sensors and Random Forests

In order to validate its soil moisture products, the NASA Soil Moisture Active Passive (SMAP) mission utilizes sites with permanent networks of in situ soil moisture sensors maintained by independent calibration and validation partners in a variety of ecosystems around the world. Measurements from e...

Full description

Bibliographic Details
Main Authors: Jane Whitcomb, Daniel Clewley, Andreas Colliander, Michael H. Cosh, Jarrett Powers, Matthew Friesen, Heather McNairn, Aaron A. Berg, David D. Bosch, Alisa Coffin, Chandra Holifield Collins, John H. Prueger, Dara Entekhabi, Mahta Moghaddam
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Random forests
soil moisture
Soil Moisture Active Passive (SMAP)
upscaling
Online Access:https://ieeexplore.ieee.org/document/9239894/

Internet

https://ieeexplore.ieee.org/document/9239894/

Similar Items