{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T02:03:03Z","timestamp":1755223383154,"version":"3.43.0"},"reference-count":76,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42075055","42475093"],"award-info":[{"award-number":["42075055","42475093"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Fund of Key Laboratory of Eco-Hydrology and Water Security in Arid and Semi-Arid Regions of Ministry of Water Resources, Chang\u2019an University, Xi\u2019an, China","award":["300102293511"],"award-info":[{"award-number":["300102293511"]}]},{"name":"Natural Science Foundation of Wuhan","award":["2024040801020273"],"award-info":[{"award-number":["2024040801020273"]}]},{"name":"Opening Fund of Key Laboratory of Geological Survey and Evaluation of Ministry of Education and the Fundamental Research Funds for the Central Universities","award":["GLAB2024ZR10"],"award-info":[{"award-number":["GLAB2024ZR10"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tgrs.2025.3594345","type":"journal-article","created":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T18:32:17Z","timestamp":1753986737000},"page":"1-16","source":"Crossref","is-referenced-by-count":0,"title":["Reconstructing GRACE Terrestrial Water Storage Anomalies With Machine Learning for Drought Monitoring in Southwest China"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-9540-4005","authenticated-orcid":false,"given":"Luzhen","family":"Wu","sequence":"first","affiliation":[{"name":"Key Laboratory of Geological Survey and Evaluation of Ministry of Education, China University of Geosciences, Wuhan, Hubei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Geography and Information Engineering, China University of Geosciences, Wuhan, Hubei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3699-2163","authenticated-orcid":false,"given":"Ming","family":"Shangguan","sequence":"additional","affiliation":[{"name":"Key Laboratory of Eco-Hydrology and Water Security in Arid and Semi-Arid Regions of Ministry of Water Resources, Chang&#x2019;an University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinghui","family":"Gong","sequence":"additional","affiliation":[{"name":"School of Water and Environment and the Key Laboratory of Eco-Hydrology and Water Security in Arid and Semi-Arid Regions of Ministry of Water Resources, Chang&#x2019;an University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wuke","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Atmospheric Science, China University of Geosciences, Wuhan, Hubei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"5","key":"ref1","first-page":"632","article-title":"Characteristics and origins of drought disasters in Southwest China in nearly 60 years","volume":"69","author":"Lanyin","year":"2014","journal-title":"Acta Geographica Sinica"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1175\/jhm-386.1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0477(1999)080<0429:MTDUTS>2.0.CO;2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/joc.4392"},{"issue":"5","key":"ref5","first-page":"513","article-title":"Global research progress of drought Indices","volume":"33","author":"Song","year":"2022","journal-title":"J. Appl. Meteorological Sci."},{"issue":"11","key":"ref6","first-page":"1883","article-title":"A drought index derived from a combination of GNSS GRACE\/GRACE-FO and meteorological data","volume":"52","author":"Yao","year":"2023","journal-title":"Acta Geodaetica et Cartographica Sinica"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1029\/2004gl019920"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nature10847"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/jgrb.50208"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/wrcr.20192"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2018.11.071"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1029\/2006gl026962"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.02.011"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1029\/2008jb006056"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/rs13010079"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2019.02.053"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1175\/jhm-d-16-0182.1"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2020.108057"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1360\/tb-2020-0375"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-17-0869.1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2019.04.093"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2024.130868"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1080\/10106049.2020.1756462"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2018.09.231"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/rs11151769"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1029\/2018wr023333"},{"issue":"9","key":"ref27","first-page":"3048","article-title":"Data filling of terrestrial water storage anomaly during the gap period of GRACE\/GRACE-FO: A case study of global typical basins","volume":"64","author":"Xu","year":"2021","journal-title":"Chin. J. Geophys."},{"issue":"7","key":"ref28","first-page":"2448","article-title":"Reconstructing gap data between GRACE and GRACE-FO based on multi-layer perceptron and analyzing terrestrial water storage changes in the Yellow River basin","volume":"65","author":"Shi","year":"2022","journal-title":"Chin. J. Geophys."},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/2017gl072564"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5194\/essd-11-1153-2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1029\/2020jb021227"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2021.125972"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-80752-w"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s00190-020-01460-x"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2020.112249"},{"issue":"3","key":"ref36","first-page":"332","article-title":"Seasonal variation of terrestrial water storage in Yunnan province inferred from GPS vertical observations","volume":"47","author":"Siyuan","year":"2018","journal-title":"Acta Geodaetica et Cartographica Sinica"},{"issue":"4","key":"ref37","first-page":"1167","article-title":"Investigating terrestrial water storage change in Sichuan, Yunnan and Chongqing using Slepian basis functions","volume":"64","author":"Cheng","year":"2021","journal-title":"Chin. J. Geophys."},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/rs10081168"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-021-05022-y"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-021-04944-x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/rs12030533"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.153770"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2022.127614"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1029\/2020wr028666"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1029\/2021gl093492"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2021.127244"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.08.006"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s12665-022-10716-y"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.srs.2025.100198"},{"issue":"5","key":"ref50","first-page":"1003","article-title":"Application status and prospect of water storage and drought monitoring based on GRACE data","volume":"38","author":"Chu","year":"2023","journal-title":"Remote Sens. Technol. Appl."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1175\/jcli-d-21-0113.1"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosres.2023.106961"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/rs13061152"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1175\/2010BAMS2988.1"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1175\/2010JHM1224.1"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/w16152124"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1080\/0020718508961129"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-017-1598-5"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/w15061019"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/w15081485"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"volume-title":"Combining Machine Learning Algorithms for Bridging Gaps in GRACE and GRACE Follow-On Missions Using ERA5-Land Reanalysis (V1.0) [Data Set]","year":"2025","author":"Dharpure","key":"ref64"},{"article-title":"Research on construction of long-time-series terrestrial water storage in the Yangtze River Basin and analysis of its driving factors","year":"2023","author":"Li","key":"ref65"},{"issue":"1","key":"ref66","first-page":"100","article-title":"Spatio-temporal changes of terrestrial water storage in the Hexi Corridor in the past 20 years revealed by GRACE\/GRACE-FO gravity satellites","volume":"39","author":"Huan","year":"2024","journal-title":"Prog. Geophys."},{"article-title":"Research on reconstruction\/prediction theory and method of global terrestrial water storage change","year":"2020","author":"Li","key":"ref67"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2021.127315"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s00376-012-1248-z"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.136274"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.5194\/hess-18-709-2014"},{"issue":"4","key":"ref72","first-page":"26","article-title":"GRACE and GRACE-FO-based terrestrial water storage and its influencing factor analysis of the Yellow river basin","volume":"38","author":"Wang","year":"2022","journal-title":"Water Resour. Protection"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1155\/2023\/7256634"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-67611-8"},{"issue":"8","key":"ref75","first-page":"18","article-title":"Inversion of water reserves in North China plain from 2002 to 2021 based on GRACE\/GRACE-FO","volume":"48","author":"Zhao","year":"2023","journal-title":"Sci. Surveying Mapping"},{"issue":"8","key":"ref76","first-page":"1043","article-title":"Research on integrated modeling environment and its preliminary application in the Heihe River Basin","volume":"41","author":"Nan","year":"2011","journal-title":"Scientia Sinica Technologica"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/11105500.pdf?arnumber=11105500","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T17:43:23Z","timestamp":1754934203000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11105500\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3594345","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"type":"print","value":"0196-2892"},{"type":"electronic","value":"1558-0644"}],"subject":[],"published":{"date-parts":[[2025]]}}}