Soil moisture variability across different scales in an Indian watershed for satellite soil moisture product validation

Handle URI:
http://hdl.handle.net/10754/619767
Title:
Soil moisture variability across different scales in an Indian watershed for satellite soil moisture product validation
Authors:
Singh, Gurjeet; Panda, Rabindra K.; Mohanty, Binayak P.; Jana, Raghavendra B. ( 0000-0001-8113-1990 )
Abstract:
Strategic ground-based sampling of soil moisture across multiple scales is necessary to validate remotely sensed quantities such as NASA’s Soil Moisture Active Passive (SMAP) product. In the present study, in-situ soil moisture data were collected at two nested scale extents (0.5 km and 3 km) to understand the trend of soil moisture variability across these scales. This ground-based soil moisture sampling was conducted in the 500 km2 Rana watershed situated in eastern India. The study area is characterized as sub-humid, sub-tropical climate with average annual rainfall of about 1456 mm. Three 3x3 km square grids were sampled intensively once a day at 49 locations each, at a spacing of 0.5 km. These intensive sampling locations were selected on the basis of different topography, soil properties and vegetation characteristics. In addition, measurements were also made at 9 locations around each intensive sampling grid at 3 km spacing to cover a 9x9 km square grid. Intensive fine scale soil moisture sampling as well as coarser scale samplings were made using both impedance probes and gravimetric analyses in the study watershed. The ground-based soil moisture samplings were conducted during the day, concurrent with the SMAP descending overpass. Analysis of soil moisture spatial variability in terms of areal mean soil moisture and the statistics of higher-order moments, i.e., the standard deviation, and the coefficient of variation are presented. Results showed that the standard deviation and coefficient of variation of measured soil moisture decreased with extent scale by increasing mean soil moisture. © (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
KAUST Department:
Earth Science and Engineering Program
Citation:
Gurjeet Singh ; Rabindra K. Panda ; Binayak P. Mohanty and Raghavendra B. Jana " Soil moisture variability across different scales in an Indian watershed for satellite soil moisture product validation ", Proc. SPIE 9877, Land Surface and Cryosphere Remote Sensing III, 98772B (May 5, 2016); doi:10.1117/12.2222743; http://dx.doi.org/10.1117/12.2222743
Publisher:
SPIE-Intl Soc Optical Eng
Journal:
Land Surface and Cryosphere Remote Sensing III
Conference/Event name:
Land Surface and Cryosphere Remote Sensing III
Issue Date:
5-May-2016
DOI:
10.1117/12.2222743
Type:
Conference Paper
Sponsors:
The authors gratefully acknowledge Information Technology Research Academy (ITRA), Ministry of Information Technology, Govt. of India, for the financial support as sponsored research project and IIT Bhubaneswar for facilitating the execution of this research project. The authors also wish to thank the participants who have worked diligently for collecting soil moisture data.
Additional Links:
http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2222743
Appears in Collections:
Conference Papers

Full metadata record

DC FieldValue Language
dc.contributor.authorSingh, Gurjeeten
dc.contributor.authorPanda, Rabindra K.en
dc.contributor.authorMohanty, Binayak P.en
dc.contributor.authorJana, Raghavendra B.en
dc.date.accessioned2016-09-04T08:06:59Z-
dc.date.available2016-09-04T08:06:59Z-
dc.date.issued2016-05-05-
dc.identifier.citationGurjeet Singh ; Rabindra K. Panda ; Binayak P. Mohanty and Raghavendra B. Jana " Soil moisture variability across different scales in an Indian watershed for satellite soil moisture product validation ", Proc. SPIE 9877, Land Surface and Cryosphere Remote Sensing III, 98772B (May 5, 2016); doi:10.1117/12.2222743; http://dx.doi.org/10.1117/12.2222743en
dc.identifier.doi10.1117/12.2222743-
dc.identifier.urihttp://hdl.handle.net/10754/619767-
dc.description.abstractStrategic ground-based sampling of soil moisture across multiple scales is necessary to validate remotely sensed quantities such as NASA’s Soil Moisture Active Passive (SMAP) product. In the present study, in-situ soil moisture data were collected at two nested scale extents (0.5 km and 3 km) to understand the trend of soil moisture variability across these scales. This ground-based soil moisture sampling was conducted in the 500 km2 Rana watershed situated in eastern India. The study area is characterized as sub-humid, sub-tropical climate with average annual rainfall of about 1456 mm. Three 3x3 km square grids were sampled intensively once a day at 49 locations each, at a spacing of 0.5 km. These intensive sampling locations were selected on the basis of different topography, soil properties and vegetation characteristics. In addition, measurements were also made at 9 locations around each intensive sampling grid at 3 km spacing to cover a 9x9 km square grid. Intensive fine scale soil moisture sampling as well as coarser scale samplings were made using both impedance probes and gravimetric analyses in the study watershed. The ground-based soil moisture samplings were conducted during the day, concurrent with the SMAP descending overpass. Analysis of soil moisture spatial variability in terms of areal mean soil moisture and the statistics of higher-order moments, i.e., the standard deviation, and the coefficient of variation are presented. Results showed that the standard deviation and coefficient of variation of measured soil moisture decreased with extent scale by increasing mean soil moisture. © (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.en
dc.description.sponsorshipThe authors gratefully acknowledge Information Technology Research Academy (ITRA), Ministry of Information Technology, Govt. of India, for the financial support as sponsored research project and IIT Bhubaneswar for facilitating the execution of this research project. The authors also wish to thank the participants who have worked diligently for collecting soil moisture data.en
dc.publisherSPIE-Intl Soc Optical Engen
dc.relation.urlhttp://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2222743en
dc.rightsCopyright 2016 Society of Photo Optical Instrumentation Engineers. One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.en
dc.titleSoil moisture variability across different scales in an Indian watershed for satellite soil moisture product validationen
dc.typeConference Paperen
dc.contributor.departmentEarth Science and Engineering Programen
dc.identifier.journalLand Surface and Cryosphere Remote Sensing IIIen
dc.conference.dateApril 04, 2016en
dc.conference.nameLand Surface and Cryosphere Remote Sensing IIIen
dc.conference.locationNew Delhi, Indiaen
dc.eprint.versionPublisher's Version/PDFen
dc.contributor.institutionIndian Institute of Technology Bhubaneswar (India)en
dc.contributor.institutionTexas A&M Univ. (United States)en
kaust.authorJana, Raghavendra B.en
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