A framework to nowcast soil moisture with NASA SMAP level 4 data using in-situ measurements and deep learning

Study Region: Southeast Texas, USA. Study Focus: NASA's Soil Moisture Active Passive (SMAP) product, particularly the Level 4 (SMAPL4) data, provides high-resolution and extensive coverage of surface and root zone soil moisture (SM), essential for weather and climate research. However, a latenc...

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Bibliographic Details
Main Authors: Hassan Dashtian, Michael H. Young, Bissett E. Young, Tyson McKinney, Ashraf M. Rateb, Dev Niyogi, Sujay V. Kumar
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214581824003690