{"id":"https://openalex.org/W4293250637","doi":"https://doi.org/10.3390/rs14164032","title":"Recovering Regional Groundwater Storage Anomalies by Combining GNSS and Surface Mass Load Data: A Case Study in Western Yunnan","display_name":"Recovering Regional Groundwater Storage Anomalies by Combining GNSS and Surface Mass Load Data: A Case Study in Western Yunnan","publication_year":2022,"publication_date":"2022-08-18","ids":{"openalex":"https://openalex.org/W4293250637","doi":"https://doi.org/10.3390/rs14164032"},"language":"en","primary_location":{"id":"doi:10.3390/rs14164032","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164032","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4032/pdf?version=1661216624","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/16/4032/pdf?version=1661216624","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100600607","display_name":"Pengfei Xu","orcid":"https://orcid.org/0000-0003-2000-0780"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I4210114963","display_name":"Chinese Academy of Surveying and Mapping","ror":"https://ror.org/02j693n47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114963"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Xu","raw_affiliation_strings":["Chinese Academy of Surveying and Mapping, Beijing 100830, China","School of Civil and Architectural Engineering, Shandong University of Technology, Zibo 255000, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Surveying and Mapping, Beijing 100830, China","institution_ids":["https://openalex.org/I4210114963"]},{"raw_affiliation_string":"School of Civil and Architectural Engineering, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037170978","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0003-3196-0322"},"institutions":[{"id":"https://openalex.org/I4210114963","display_name":"Chinese Academy of Surveying and Mapping","ror":"https://ror.org/02j693n47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114963"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["Chinese Academy of Surveying and Mapping, Beijing 100830, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Surveying and Mapping, Beijing 100830, China","institution_ids":["https://openalex.org/I4210114963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039108654","display_name":"Chuanyin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114963","display_name":"Chinese Academy of Surveying and Mapping","ror":"https://ror.org/02j693n47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114963"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanyin Zhang","raw_affiliation_strings":["Chinese Academy of Surveying and Mapping, Beijing 100830, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Surveying and Mapping, Beijing 100830, China","institution_ids":["https://openalex.org/I4210114963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100632619","display_name":"Ke Shi","orcid":"https://orcid.org/0000-0001-9149-9000"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ke Shi","raw_affiliation_strings":["Yunnan Technical Center of Base Surveying and Mapping, Kunming 650032, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Technical Center of Base Surveying and Mapping, Kunming 650032, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101565891","display_name":"Wanqiu Li","orcid":"https://orcid.org/0000-0001-6359-5505"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanqiu Li","raw_affiliation_strings":["School of Surveying and Geo-Informatics, Shandong Jianzhu University, Jinan 250101, China"],"affiliations":[{"raw_affiliation_string":"School of Surveying and Geo-Informatics, Shandong Jianzhu University, Jinan 250101, China","institution_ids":["https://openalex.org/I44445938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037170978"],"corresponding_institution_ids":["https://openalex.org/I4210114963"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7836,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71590956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"16","first_page":"4032","last_page":"4032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10655","display_name":"GNSS positioning and interference","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/groundwater","display_name":"Groundwater","score":0.7221361994743347},{"id":"https://openalex.org/keywords/gnss-applications","display_name":"GNSS applications","score":0.6247485876083374},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5198246240615845},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5131221413612366},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.4751550853252411},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.4598565697669983},{"id":"https://openalex.org/keywords/surface-water","display_name":"Surface water","score":0.4545707702636719},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3330906331539154},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3290516138076782},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.29385805130004883},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.1855751872062683},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1795702874660492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.08886095881462097}],"concepts":[{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.7221361994743347},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.6247485876083374},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5198246240615845},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5131221413612366},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.4751550853252411},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.4598565697669983},{"id":"https://openalex.org/C8625798","wikidata":"https://www.wikidata.org/wiki/Q752112","display_name":"Surface water","level":2,"score":0.4545707702636719},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3330906331539154},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3290516138076782},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.29385805130004883},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.1855751872062683},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1795702874660492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08886095881462097},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14164032","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164032","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4032/pdf?version=1661216624","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:68f8bfa9a7e84181b3fc506ef1e88073","is_oa":true,"landing_page_url":"https://doaj.org/article/68f8bfa9a7e84181b3fc506ef1e88073","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 16, p 4032 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/16/4032/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14164032","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 16; Pages: 4032","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14164032","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164032","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4032/pdf?version=1661216624","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6923577703","display_name":null,"funder_award_id":"42074020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293250637.pdf","grobid_xml":"https://content.openalex.org/works/W4293250637.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1567296274","https://openalex.org/W1857304858","https://openalex.org/W1973012322","https://openalex.org/W1994277232","https://openalex.org/W1995298045","https://openalex.org/W2000520251","https://openalex.org/W2005790486","https://openalex.org/W2031228433","https://openalex.org/W2035399346","https://openalex.org/W2041740192","https://openalex.org/W2042626116","https://openalex.org/W2042986723","https://openalex.org/W2059496254","https://openalex.org/W2063708478","https://openalex.org/W2069295925","https://openalex.org/W2072204175","https://openalex.org/W2080480982","https://openalex.org/W2085948260","https://openalex.org/W2088227404","https://openalex.org/W2094915443","https://openalex.org/W2121548419","https://openalex.org/W2121745948","https://openalex.org/W2122245585","https://openalex.org/W2126909543","https://openalex.org/W2134089230","https://openalex.org/W2147611336","https://openalex.org/W2149736621","https://openalex.org/W2159268657","https://openalex.org/W2166866435","https://openalex.org/W2168378922","https://openalex.org/W2170804126","https://openalex.org/W2349734769","https://openalex.org/W2523841373","https://openalex.org/W2766432242","https://openalex.org/W2793448975","https://openalex.org/W2911536196","https://openalex.org/W2956373326","https://openalex.org/W2971728140","https://openalex.org/W2994869906","https://openalex.org/W3009985920","https://openalex.org/W3022438633","https://openalex.org/W3171274236","https://openalex.org/W4234698323","https://openalex.org/W4296980820","https://openalex.org/W6636901525","https://openalex.org/W6774556452","https://openalex.org/W7065219713"],"related_works":["https://openalex.org/W4403180243","https://openalex.org/W2022870883","https://openalex.org/W4224228571","https://openalex.org/W2225412583","https://openalex.org/W3093042077","https://openalex.org/W2361544095","https://openalex.org/W2115159365","https://openalex.org/W3150427320","https://openalex.org/W2991983896","https://openalex.org/W1571080410"],"abstract_inverted_index":{"The":[0,170],"redistribution":[1],"of":[2,20,72,130,141,186,207,250,270,282],"surface":[3,45,75,98,122,258],"mass":[4,46,76,99,123,259],"(e.g.,":[5],"atmosphere,":[6],"soil":[7],"water,":[8],"oceans,":[9],"and":[10,80,95,126,216,222,239,275],"groundwater)":[11],"can":[12,233],"cause":[13],"load":[14,77,107,124,260],"responses,":[15],"resulting":[16],"in":[17,110,111,152,176,178,272],"vertical":[18,41,86],"deformations":[19],"the":[21,24,40,51,63,70,73,85,93,105,115,128,131,139,142,146,179,194,205,229,253,267,280],"crust.":[22],"Indeed,":[23],"global":[25,94],"navigation":[26],"satellite":[27],"system":[28],"(GNSS)-based":[29],"continuously":[30],"operating":[31],"reference":[32],"stations":[33,151],"(CORS)":[34],"are":[35],"able":[36,263],"to":[37,55,103,137,166,228,264],"accurately":[38],"measure":[39],"deformation":[42,87,108],"caused":[43],"by":[44,62,89,236],"loads.":[47],"In":[48,91,135,203],"this":[49],"study,":[50],"CORS":[52,143,150,196,208,238,243,254],"was":[53,211],"used":[54],"invert":[56],"groundwater":[57,224],"storage":[58],"anomalies":[59],"(GWSA),":[60],"represented":[61],"equivalent":[64],"water":[65],"height":[66],"(EWH),":[67],"after":[68],"removing":[69],"effect":[71],"non-groundwater":[74],"(atmospheric,":[78],"groundwater,":[79],"non-tidal":[81],"oceanic":[82],"loads)":[83],"from":[84,162],"monitored":[88,235],"CORS.":[90],"addition,":[92,204],"regional":[96],"high-resolution":[97],"models":[100],"were":[101,156],"combined":[102,256],"calculate":[104],"high-precision":[106],"field":[109],"western":[112,153],"Yunnan":[113,154],"using":[114,213],"remove\u2013restore":[116],"method,":[117],"thereby":[118],"obtaining":[119],"more":[120,246],"accurate":[121],"data":[125,161,261],"improving":[127],"accuracy":[129],"inverted":[132],"GWSA":[133,147,160,177,232,271],"results.":[134],"order":[136],"assess":[138],"feasibility":[140],"inversion":[144],"for":[145,279],"used,":[148],"66":[149],"Province":[155],"considered,":[157],"presenting":[158],"weekly":[159],"10":[163],"January":[164],"2018":[165],"31":[167],"December":[168],"2020.":[169],"results":[171,210,221],"revealed":[172],"significant":[173],"seasonal":[174],"variation":[175],"study":[180,281],"area,":[181],"showing":[182],"an":[183],"amplitude":[184],"range":[185],"\u2212200\u2013200":[187],"mm.":[188],"This":[189],"approach":[190],"is":[191,262],"based":[192],"on":[193],"already-established":[195],"network":[197,255],"without":[198],"requiring":[199],"additional":[200],"set-up":[201],"costs.":[202],"reliability":[206],"inverse":[209,220],"assessed":[212],"Gravity":[214],"Recovery":[215],"Climate":[217],"Experiment":[218],"(GRACE)":[219],"actual":[223],"monitoring":[225],"data.":[226],"According":[227],"obtained":[230],"results,":[231],"be":[234],"both":[237],"GRACE":[240],"data;":[241],"however,":[242],"provided":[244],"a":[245],"effective":[247],"spatiotemporal":[248,268],"resolution":[249],"GWSA.":[251],"Therefore,":[252],"with":[257],"effectively":[265],"monitor":[266],"dynamics":[269],"small-scale":[273],"areas":[274],"provides":[276],"important":[277],"references":[278],"hydrology.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
