Downscaling GRACE total water storage change using partial least squares regression

Bramha Dutt Vishwakarma; Jinwei Zhang; Nico Sneeuw

doi:10.1038/s41597-021-00862-6

Downscaling GRACE total water storage change using partial least squares regression

Bramha Dutt Vishwakarma, Jinwei Zhang, Nico Sneeuw

School of Geographical Sciences

Research output: Contribution to journal › Article (Academic Journal) › peer-review

113 Citations (Scopus)

114 Downloads (Pure)

Original language	English
Article number	95
Journal	Scientific Data
Volume	8
Issue number	1
Early online date	26 Mar 2021
DOIs	https://doi.org/10.1038/s41597-021-00862-6
Publication status	Published - Dec 2021

Bibliographical note

Funding Information:
JZ is grateful to the Chinese Scholarship Council for supporting his PhD research. BDV is supported by the Marie Skłodowska-Curie Individual Fellowship (MSCA-IF) under Grant Agreement 841407 (CLOSeR). We are grateful to for providing the WGHM data. We have used CPC Global Unified Precipitation data and UDel Precip data provided by the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA, from their Web site at https://www.esrl.noaa.gov/psd/. We are thankful to various GRACE data centres for providing open access to GRACE level 2 and level 3 data.

Publisher Copyright:
© 2021, The Author(s).

Access to Document

10.1038/s41597-021-00862-6Licence: CC BY

Full-text PDF (final published version)
This is the final published version of the article (version of record). It first appeared online via Nature at https://doi.org/10.1038/s41597-021-00862-6 . Please refer to any applicable terms of use of the publisher.
Final published version, 7.69 MBLicence: CC BY

Handle.net

Persistent link

CLOSeR: Contribution of Land water stOrage to Sea-level Rise
Vishwakarma, B. D. (Principal Investigator) & Bamber, J. L. (Co-Principal Investigator)
1/07/19 → 30/06/21
Project: Research

Cite this

@article{cff6408026264c8d8b7e836bcef2e8e8,

title = "Downscaling GRACE total water storage change using partial least squares regression",

author = "Vishwakarma, \{Bramha Dutt\} and Jinwei Zhang and Nico Sneeuw",

note = "Funding Information: JZ is grateful to the Chinese Scholarship Council for supporting his PhD research. BDV is supported by the Marie Sk{\l}odowska-Curie Individual Fellowship (MSCA-IF) under Grant Agreement 841407 (CLOSeR). We are grateful to for providing the WGHM data. We have used CPC Global Unified Precipitation data and UDel Precip data provided by the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA, from their Web site at https://www.esrl.noaa.gov/psd/. We are thankful to various GRACE data centres for providing open access to GRACE level 2 and level 3 data. Publisher Copyright: {\textcopyright} 2021, The Author(s).",

year = "2021",

month = dec,

doi = "10.1038/s41597-021-00862-6",

language = "English",

volume = "8",

journal = "Scientific Data",

issn = "2052-4463",

publisher = "Nature Research",

number = "1",

}

TY - JOUR

T1 - Downscaling GRACE total water storage change using partial least squares regression

AU - Vishwakarma, Bramha Dutt

AU - Zhang, Jinwei

AU - Sneeuw, Nico

N1 - Funding Information: JZ is grateful to the Chinese Scholarship Council for supporting his PhD research. BDV is supported by the Marie Skłodowska-Curie Individual Fellowship (MSCA-IF) under Grant Agreement 841407 (CLOSeR). We are grateful to for providing the WGHM data. We have used CPC Global Unified Precipitation data and UDel Precip data provided by the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA, from their Web site at https://www.esrl.noaa.gov/psd/. We are thankful to various GRACE data centres for providing open access to GRACE level 2 and level 3 data. Publisher Copyright: © 2021, The Author(s).

PY - 2021/12

Y1 - 2021/12

U2 - 10.1038/s41597-021-00862-6

DO - 10.1038/s41597-021-00862-6

M3 - Article (Academic Journal)

C2 - 33772016

SN - 2052-4463

VL - 8

JO - Scientific Data

JF - Scientific Data

IS - 1

M1 - 95

ER -

Downscaling GRACE total water storage change using partial least squares regression

Bibliographical note

Access to Document

Handle.net

Projects

CLOSeR: Contribution of Land water stOrage to Sea-level Rise

Cite this