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SMAP Detects Soil Moisture under Temperate Forest CanopiesSoil moisture dynamics in the presence of dense vegetation canopies are determinants of ecosystem function and biogeochemical cycles, but the capability of existing spaceborne sensors to support reliable and useful estimates is not known. New results from a recently initiated field experiment in the northeast United States show that the NASA SMAP (Soil Moisture Active Passive) satellite is capable of retrieving soil moisture under temperate forest canopies. We present an analysis demonstrating that a parameterized emission model with the SMAP morning overpass brightness temperature resulted in a RMSD (root mean square difference) range of 0.047-0.057 m(exp 3)/m(exp 3) and a Pearson correlation range of 0.75-0.85 depending on the experiment location and the SMAP polarization. The inversion approach included a minimal amount of ancillary data. This result demonstrates unequivocally that spaceborne L-band radiometry is sensitive to soil moisture under temperate forest canopies, which has been uncertain because of lack of representative reference data.
Document ID
20205007916
Acquisition Source
Goddard Space Flight Center
Document Type
Accepted Manuscript (Version with final changes)
Authors
Andreas Colliander ORCID
(Jet Propulsion Lab La Cañada Flintridge, California, United States)
Michael H Cosh ORCID
(United States Department of Agriculture Washington D.C., District of Columbia, United States)
Vicky R Kelly ORCID
(Cary Institute of Ecosystem Studies Millbrook, New York, United States)
Simon Kraatz
(University of Massachusetts Amherst Amherst Center, Massachusetts, United States)
Laura Bourgeau-Chavez
(Michigan Technological University Houghton, Michigan, United States)
Paul Siqueira ORCID
(University of Massachusetts Amherst Amherst Center, Massachusetts, United States)
Alexandra Roy
(Université du Québec à Trois-Rivières Trois-Rivières, Quebec, Canada)
Alexandra G Konings ORCID
(Stanford University Stanford, California, United States)
Natan Holtzman ORCID
(Stanford University Stanford, California, United States)
Sidharth Misra ORCID
(Jet Propulsion Lab La Cañada Flintridge, California, United States)
Dara Entekhabi ORCID
(Massachusetts Institute of Technology Cambridge, Massachusetts, United States)
Peggy O'Neill ORCID
(Goddard Space Flight Center Greenbelt, Maryland, United States)
Simon H Yueh
(Jet Propulsion Lab La Cañada Flintridge, California, United States)
Date Acquired
September 23, 2020
Publication Date
September 21, 2020
Publication Information
Publication: Geophysical Research Letters
Publisher: Wiley
Volume: 47
Issue: 19
Issue Publication Date: October 16, 2020
ISSN: 0094-8276
e-ISSN: 1944-8007
Subject Category
Earth Resources And Remote Sensing
Funding Number(s)
CONTRACT_GRANT: 80NM0018D0004P00002
WBS: 372217.04.11
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
Technical Review
External Peer Committee
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