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High-resolution surface and rootzone soil moisture over US cropland: A novel framework assimilating multi-source remote sensing data, machine learning, and the Layered Green and Ampt Infiltration with Redistribution model

Shuohao Cai; Yijia Xu; Zhengwei Yang; Wade T. Crow; Zhou Zhang; Jiali Shang; Jiangui Liu; Peter La Follette; Chris Reberg-Horton; Harry Schomberg; Steven Mirsky; Brian Davis; Sarah Seehaver; Alexis Correira; Andrea Basche; Ashley Waggoner; Charles Ellis; Dara Park; Danielle D. Treadwell; David Campbell; Deann Presley; Esleyther L. Henriquez Inoa; Heather Darby; Jared Adam; Jarrod Miller; Joseph Haymaker; John Wallace; Julia Gaskin; Kipling S. Balkcom; Lindsey Ruhl; Mark Reiter; Matthew Ruark; Michael Flessner; Cynthia Sias; Payton Davis; Peter Tomlinson; Richard G. Smith; Nicholas D. Warren; Ryan Dierking; Shalamar Armstrong; Tauana Almeida; Jingyi Huang
Remote Sensing of Environment · Vol. 334 · pp. 115167 · 2026

Abstract

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Bibliographic Information

JournalRemote Sensing of Environment
PublisherElsevier
Publication Date2026-03-01
Publication Year2026
Volume334
Pages115167
Document TypeJournal Article
eISSN0034-4257
DOI10.1016/j.rse.2025.115167
SubjectEarth and Planetary Sciences

Access Information

NARA Access Coverage1969-03-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/00344257
Publisher PageOpen Publisher Page
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