High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data

Narendra N. Das; Dara Entekhabi; Seungbum Kim; Thomas Jagdhuber; Scott Dunbar; Simon Yueh; P. E. O’Neill; Andreas Colliander; Jeffery Walker; Thomas J. Jackson

doi:10.1109/IGARSS.2018.8518932

High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data

Narendra N. Das, Dara Entekhabi, Seungbum Kim, Thomas Jagdhuber, Scott Dunbar, Simon Yueh, P. E. O’Neill, Andreas Colliander, Jeffery Walker, Thomas J. Jackson

Civil Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

7 Citations (Scopus)

Abstract

SMAP project released a new enhanced high-resolution (3km) soil moisture active-passive product. This product is obtained by combining the SMAP radiometer data and the Sentinel-1A and -1B Synthetic Aperture Radar (SAR) data. The approach used for this product draws heavily from the heritage SMAP active-passive algorithm. Modifications in the SMAP active-passive algorithm are done to accommodate the Copernicus Program’s Sentinel-1A and -1B multi-angular C-band SAR data. Assessment of the SMAP and Sentinel active-passive algorithm has been conducted and results show feasibility of estimating surface soil moisture at high-resolution in regions with low vegetation density (~< 3 kg m^-2). The beta version of this product is released to public on Nov 1st, 2017. This high resolution (3 km) soil moisture product is useful for agriculture, flood mapping, watershed/rangeland management, and ecological/hydrological applications.

Original language	English
Title of host publication	2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	3768-3770
Number of pages	3
ISBN (Electronic)	9781538671504
DOIs	https://doi.org/10.1109/IGARSS.2018.8518932
Publication status	Published - 31 Oct 2018
Event	IEEE International Geoscience and Remote Sensing Symposium 2018 - Valencia, Spain Duration: 22 Jul 2018 → 27 Jul 2018 Conference number: 38th https://ieeexplore.ieee.org/xpl/conhome/8496405/proceeding (Proceedings)

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)
Volume	2018-July

Conference

Conference	IEEE International Geoscience and Remote Sensing Symposium 2018
Abbreviated title	IGARSS 2018
Country/Territory	Spain
City	Valencia
Period	22/07/18 → 27/07/18
Internet address	https://ieeexplore.ieee.org/xpl/conhome/8496405/proceeding (Proceedings)

Keywords

-1B
Active-passive algorithm
And Sentinel-1A
Microwave remote sensing
SMAP
soil moisture

Access to Document

10.1109/IGARSS.2018.8518932

Cite this

Das, N. N., Entekhabi, D., Kim, S., Jagdhuber, T., Dunbar, S., Yueh, S., O’Neill, P. E., Colliander, A., Walker, J., & Jackson, T. J. (2018). High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data. In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings (pp. 3768-3770). (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2018-July). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IGARSS.2018.8518932

Das, Narendra N. ; Entekhabi, Dara ; Kim, Seungbum et al. / High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data. 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 2018. pp. 3768-3770 (International Geoscience and Remote Sensing Symposium (IGARSS)).

@inproceedings{4941f546cb2e4e9496e211f3ea9d345a,

title = "High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data",

abstract = "SMAP project released a new enhanced high-resolution (3km) soil moisture active-passive product. This product is obtained by combining the SMAP radiometer data and the Sentinel-1A and -1B Synthetic Aperture Radar (SAR) data. The approach used for this product draws heavily from the heritage SMAP active-passive algorithm. Modifications in the SMAP active-passive algorithm are done to accommodate the Copernicus Program{\textquoteright}s Sentinel-1A and -1B multi-angular C-band SAR data. Assessment of the SMAP and Sentinel active-passive algorithm has been conducted and results show feasibility of estimating surface soil moisture at high-resolution in regions with low vegetation density (~< 3 kg m-2). The beta version of this product is released to public on Nov 1st, 2017. This high resolution (3 km) soil moisture product is useful for agriculture, flood mapping, watershed/rangeland management, and ecological/hydrological applications.",

keywords = "-1B, Active-passive algorithm, And Sentinel-1A, Microwave remote sensing, SMAP, soil moisture",

author = "Das, {Narendra N.} and Dara Entekhabi and Seungbum Kim and Thomas Jagdhuber and Scott Dunbar and Simon Yueh and O{\textquoteright}Neill, {P. E.} and Andreas Colliander and Jeffery Walker and Jackson, {Thomas J.}",

year = "2018",

month = oct,

day = "31",

doi = "10.1109/IGARSS.2018.8518932",

language = "English",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

pages = "3768--3770",

booktitle = "2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings",

address = "United States of America",

note = "IEEE International Geoscience and Remote Sensing Symposium 2018, IGARSS 2018 ; Conference date: 22-07-2018 Through 27-07-2018",

url = "https://ieeexplore.ieee.org/xpl/conhome/8496405/proceeding",

}

Das, NN, Entekhabi, D, Kim, S, Jagdhuber, T, Dunbar, S, Yueh, S, O’Neill, PE, Colliander, A, Walker, J & Jackson, TJ 2018, High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data. in 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. International Geoscience and Remote Sensing Symposium (IGARSS), vol. 2018-July, IEEE, Institute of Electrical and Electronics Engineers, pp. 3768-3770, IEEE International Geoscience and Remote Sensing Symposium 2018, Valencia, Spain, 22/07/18. https://doi.org/10.1109/IGARSS.2018.8518932

High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data. / Das, Narendra N.; Entekhabi, Dara; Kim, Seungbum et al.
2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 2018. p. 3768-3770 (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

TY - GEN

T1 - High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data

AU - Das, Narendra N.

AU - Entekhabi, Dara

AU - Kim, Seungbum

AU - Jagdhuber, Thomas

AU - Dunbar, Scott

AU - Yueh, Simon

AU - O’Neill, P. E.

AU - Colliander, Andreas

AU - Walker, Jeffery

AU - Jackson, Thomas J.

N1 - Conference code: 38th

PY - 2018/10/31

Y1 - 2018/10/31

N2 - SMAP project released a new enhanced high-resolution (3km) soil moisture active-passive product. This product is obtained by combining the SMAP radiometer data and the Sentinel-1A and -1B Synthetic Aperture Radar (SAR) data. The approach used for this product draws heavily from the heritage SMAP active-passive algorithm. Modifications in the SMAP active-passive algorithm are done to accommodate the Copernicus Program’s Sentinel-1A and -1B multi-angular C-band SAR data. Assessment of the SMAP and Sentinel active-passive algorithm has been conducted and results show feasibility of estimating surface soil moisture at high-resolution in regions with low vegetation density (~< 3 kg m-2). The beta version of this product is released to public on Nov 1st, 2017. This high resolution (3 km) soil moisture product is useful for agriculture, flood mapping, watershed/rangeland management, and ecological/hydrological applications.

AB - SMAP project released a new enhanced high-resolution (3km) soil moisture active-passive product. This product is obtained by combining the SMAP radiometer data and the Sentinel-1A and -1B Synthetic Aperture Radar (SAR) data. The approach used for this product draws heavily from the heritage SMAP active-passive algorithm. Modifications in the SMAP active-passive algorithm are done to accommodate the Copernicus Program’s Sentinel-1A and -1B multi-angular C-band SAR data. Assessment of the SMAP and Sentinel active-passive algorithm has been conducted and results show feasibility of estimating surface soil moisture at high-resolution in regions with low vegetation density (~< 3 kg m-2). The beta version of this product is released to public on Nov 1st, 2017. This high resolution (3 km) soil moisture product is useful for agriculture, flood mapping, watershed/rangeland management, and ecological/hydrological applications.

KW - -1B

KW - Active-passive algorithm

KW - And Sentinel-1A

KW - Microwave remote sensing

KW - SMAP

KW - soil moisture

UR - http://www.scopus.com/inward/record.url?scp=85064147014&partnerID=8YFLogxK

U2 - 10.1109/IGARSS.2018.8518932

DO - 10.1109/IGARSS.2018.8518932

M3 - Conference Paper

AN - SCOPUS:85064147014

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 3768

EP - 3770

BT - 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - IEEE International Geoscience and Remote Sensing Symposium 2018

Y2 - 22 July 2018 through 27 July 2018

ER -

Das NN, Entekhabi D, Kim S, Jagdhuber T, Dunbar S, Yueh S et al. High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data. In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers. 2018. p. 3768-3770. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2018.8518932

High resolution soil moisture product based on SMAP active-passive approach using copernicus sentinel 1 data

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Cite this