{"id":"https://openalex.org/W2986547053","doi":"https://doi.org/10.1109/igarss.2019.8898625","title":"Using Quantile Mapping to Correct WRF Precipitation for Improvement of Runoff Simulation in Manas River Basin","display_name":"Using Quantile Mapping to Correct WRF Precipitation for Improvement of Runoff Simulation in Manas River Basin","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2986547053","doi":"https://doi.org/10.1109/igarss.2019.8898625","mag":"2986547053"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2019.8898625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057753301","display_name":"Jiapei Ma","orcid":"https://orcid.org/0000-0001-8146-5763"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapei Ma","raw_affiliation_strings":["Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413688","display_name":"Hongyi Li","orcid":"https://orcid.org/0000-0001-7583-6003"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyi Li","raw_affiliation_strings":["Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370424","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-2922-7861"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108776276","display_name":"Huajin Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huajin Lei","raw_affiliation_strings":["Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Remote Sensing of Gansu Province, Chinese Academy of Sciences, Lanzhou, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"7774","last_page":"7777"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/weather-research-and-forecasting-model","display_name":"Weather Research and Forecasting Model","score":0.7844681739807129},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.6690840125083923},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.6651589274406433},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.6468722820281982},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6243181228637695},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.5231591463088989},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.49926328659057617},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.47462332248687744},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3652057349681854},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.35278165340423584},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2061581313610077},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16201898455619812},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.14817076921463013},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.12037104368209839},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08795168995857239},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08313992619514465},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.06376424431800842}],"concepts":[{"id":"https://openalex.org/C133204551","wikidata":"https://www.wikidata.org/wiki/Q838305","display_name":"Weather Research and Forecasting Model","level":2,"score":0.7844681739807129},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.6690840125083923},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.6651589274406433},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.6468722820281982},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6243181228637695},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.5231591463088989},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.49926328659057617},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.47462332248687744},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3652057349681854},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.35278165340423584},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2061581313610077},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16201898455619812},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.14817076921463013},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12037104368209839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08795168995857239},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08313992619514465},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.06376424431800842},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2019.8898625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1515170039","https://openalex.org/W2000945449","https://openalex.org/W2030496351","https://openalex.org/W2034174587","https://openalex.org/W2055188788","https://openalex.org/W2064908124","https://openalex.org/W2170816806","https://openalex.org/W2172191993","https://openalex.org/W2174132594","https://openalex.org/W2351585900","https://openalex.org/W2781302587"],"related_works":["https://openalex.org/W3139996901","https://openalex.org/W2505654941","https://openalex.org/W4327737446","https://openalex.org/W1488761988","https://openalex.org/W2733927550","https://openalex.org/W2044551864","https://openalex.org/W4381687522","https://openalex.org/W2364321065","https://openalex.org/W2789353201","https://openalex.org/W2081395060"],"abstract_inverted_index":{"We":[0],"use":[1],"quantile":[2],"mapping":[3],"(QM)":[4],"method":[5],"to":[6],"calibrate":[7],"the":[8,18,24,28,43,47,78],"precipitation":[9,26,55],"from":[10],"Weather":[11],"Research":[12],"Forecasting":[13],"Model":[14,21],"(WRF)":[15],"and":[16,27,66],"drive":[17],"Geomorphology-Based":[19],"Eco-Hydrological":[20],"(GBEHM)":[22],"with":[23],"corrected":[25,54],"raw":[29,82],"precipitation.":[30,49,83],"The":[31,50],"results":[32],"show":[33],"that":[34],"QM":[35],"is":[36],"effective":[37],"for":[38],"runoff":[39,51,79],"improvement":[40],"by":[41,53,81],"adjusting":[42],"frequency":[44],"distribution":[45],"of":[46],"input":[48],"simulated":[52,80],"has":[56],"higher":[57],"Nash-Sutcliffe":[58],"efficiency":[59],"coefficient":[60,64],"(NSE),":[61],"Pearson":[62],"correlation":[63],"(R),":[65],"lower":[67],"root":[68],"mean":[69],"square":[70],"error":[71],"observation":[72],"standard":[73],"deviation":[74],"ratio":[75],"(RSR)":[76],"than":[77]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
