{"id":"https://openalex.org/W4376274730","doi":"https://doi.org/10.3390/rs15102550","title":"Spatiotemporal Analysis of Rainfall and Droughts in a Semiarid Basin of Brazil: Land Use and Land Cover Dynamics","display_name":"Spatiotemporal Analysis of Rainfall and Droughts in a Semiarid Basin of Brazil: Land Use and Land Cover Dynamics","publication_year":2023,"publication_date":"2023-05-12","ids":{"openalex":"https://openalex.org/W4376274730","doi":"https://doi.org/10.3390/rs15102550"},"language":"en","primary_location":{"id":"doi:10.3390/rs15102550","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15102550","pdf_url":"https://www.mdpi.com/2072-4292/15/10/2550/pdf?version=1684205286","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/2072-4292/15/10/2550/pdf?version=1684205286","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028525947","display_name":"Lizandra de Barros de Sousa","orcid":"https://orcid.org/0000-0001-5283-2958"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lizandra de Barros de Sousa","raw_affiliation_strings":["Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5283-2958","affiliations":[{"raw_affiliation_string":"Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086002935","display_name":"Abelardo Ant\u00f4nio de Assun\u00e7\u00e3o Montenegro","orcid":"https://orcid.org/0000-0002-5746-8574"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Abelardo Ant\u00f4nio de Assun\u00e7\u00e3o Montenegro","raw_affiliation_strings":["Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005852691","display_name":"Marcos Vin\u00edcius da Silva","orcid":"https://orcid.org/0000-0002-1318-2320"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Vin\u00edcius da Silva","raw_affiliation_strings":["Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1318-2320","affiliations":[{"raw_affiliation_string":"Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062792781","display_name":"Thayn\u00e1 Alice Brito Almeida","orcid":"https://orcid.org/0000-0002-2172-4732"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thayn\u00e1 Alice Brito Almeida","raw_affiliation_strings":["Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2172-4732","affiliations":[{"raw_affiliation_string":"Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008891725","display_name":"Ailton Alves de Carvalho","orcid":"https://orcid.org/0000-0001-8783-649X"},"institutions":[{"id":"https://openalex.org/I4210154832","display_name":"Instituto Nacional do Semi\u00e1rido","ror":"https://ror.org/04dercs88","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210154832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ailton Alves de Carvalho","raw_affiliation_strings":["National Institute of Semiarid, Avenida Francisco Lopes de Almeida, Serrot\u00e3o, Campina Grande 58434-700, PB, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Semiarid, Avenida Francisco Lopes de Almeida, Serrot\u00e3o, Campina Grande 58434-700, PB, Brazil","institution_ids":["https://openalex.org/I4210154832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068535789","display_name":"Thieres George Freire da Silva","orcid":"https://orcid.org/0000-0002-8355-4935"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thieres George Freire da Silva","raw_affiliation_strings":["Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Avenida Greg\u00f3rio Ferraz Nogueira, Serra Talhada 56909-535, PE, Brazil","Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8355-4935","affiliations":[{"raw_affiliation_string":"Academic Unit of Serra Talhada, Federal Rural University of Pernambuco, Avenida Greg\u00f3rio Ferraz Nogueira, Serra Talhada 56909-535, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]},{"raw_affiliation_string":"Department of Agriculture Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, PE, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091338118","display_name":"Jo\u00e3o L. M. P. de Lima","orcid":"https://orcid.org/0000-0002-0135-2249"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Luis Mendes Pedroso de Lima","raw_affiliation_strings":["MARE\u2014Marine and Environmental Sciences Centre, ARNET\u2014Aquatic Research Network, Department of Civil Engineering, Faculty of Science and Technology, University of Coimbra, Rua Lu\u00eds Reis Santos, P\u00f3lo II, 3030-788 Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0135-2249","affiliations":[{"raw_affiliation_string":"MARE\u2014Marine and Environmental Sciences Centre, ARNET\u2014Aquatic Research Network, Department of Civil Engineering, Faculty of Science and Technology, University of Coimbra, Rua Lu\u00eds Reis Santos, P\u00f3lo II, 3030-788 Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5028525947"],"corresponding_institution_ids":["https://openalex.org/I62921916"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.7733,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93547088,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"10","first_page":"2550","last_page":"2550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9976999759674072,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6656939387321472},{"id":"https://openalex.org/keywords/geostatistics","display_name":"Geostatistics","score":0.6557918787002563},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.6406990885734558},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.6313770413398743},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5542287230491638},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.49019747972488403},{"id":"https://openalex.org/keywords/variogram","display_name":"Variogram","score":0.4639515280723572},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.4538125693798065},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.4514842629432678},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.44597721099853516},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.4172436594963074},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.41558313369750977},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.41550230979919434},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3961954712867737},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.36900970339775085},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.2675221562385559},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.19103172421455383},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16183531284332275},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1511366367340088},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1346442997455597},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07262948155403137}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6656939387321472},{"id":"https://openalex.org/C125572338","wikidata":"https://www.wikidata.org/wiki/Q1440020","display_name":"Geostatistics","level":3,"score":0.6557918787002563},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.6406990885734558},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6313770413398743},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5542287230491638},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.49019747972488403},{"id":"https://openalex.org/C154881674","wikidata":"https://www.wikidata.org/wiki/Q2269270","display_name":"Variogram","level":3,"score":0.4639515280723572},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.4538125693798065},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.4514842629432678},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.44597721099853516},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4172436594963074},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.41558313369750977},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.41550230979919434},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3961954712867737},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.36900970339775085},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2675221562385559},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.19103172421455383},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16183531284332275},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1511366367340088},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1346442997455597},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07262948155403137},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15102550","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15102550","pdf_url":"https://www.mdpi.com/2072-4292/15/10/2550/pdf?version=1684205286","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:estudogeral.uc.pt:10316/113373","is_oa":true,"landing_page_url":"https://hdl.handle.net/10316/113373","pdf_url":"https://estudogeral.uc.pt/bitstream/10316/113373/1/Spatiotemporal-Analysis-of-Rainfall-and-Droughts-in-a-Semiarid-Basin-of-Brazil-Land-Use-and-Land-Cover-DynamicsRemote-Sensing.pdf","source":{"id":"https://openalex.org/S4306402070","display_name":"Estudo Geral (Universidad de Coimbra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76903346","host_organization_name":"University of Coimbra","host_organization_lineage":["https://openalex.org/I76903346"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:f0a37d319d9b45cdb7193835a6e30bce","is_oa":true,"landing_page_url":"https://doaj.org/article/f0a37d319d9b45cdb7193835a6e30bce","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 10, p 2550 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/10/2550/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15102550","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 15; Issue 10; Pages: 2550","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15102550","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15102550","pdf_url":"https://www.mdpi.com/2072-4292/15/10/2550/pdf?version=1684205286","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":[{"score":0.5,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1856422897","display_name":null,"funder_award_id":"308890/2018-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4898427101","display_name":null,"funder_award_id":"140281/2022-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320324902","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376274730.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W180836830","https://openalex.org/W1495240241","https://openalex.org/W1584134355","https://openalex.org/W2028392522","https://openalex.org/W2035696590","https://openalex.org/W2056193610","https://openalex.org/W2074049559","https://openalex.org/W2090932038","https://openalex.org/W2101678239","https://openalex.org/W2106812540","https://openalex.org/W2121815559","https://openalex.org/W2144051257","https://openalex.org/W2146171892","https://openalex.org/W2153179024","https://openalex.org/W2155885050","https://openalex.org/W2165683996","https://openalex.org/W2210337218","https://openalex.org/W2532304287","https://openalex.org/W2568223932","https://openalex.org/W2570950321","https://openalex.org/W2593025517","https://openalex.org/W2610395802","https://openalex.org/W2610976241","https://openalex.org/W2742723294","https://openalex.org/W2750034635","https://openalex.org/W2794772181","https://openalex.org/W2804362228","https://openalex.org/W2810881284","https://openalex.org/W2889624539","https://openalex.org/W2898962279","https://openalex.org/W2900468748","https://openalex.org/W2901799203","https://openalex.org/W2914663499","https://openalex.org/W2963259601","https://openalex.org/W2971494489","https://openalex.org/W2994038142","https://openalex.org/W3016528324","https://openalex.org/W3017904652","https://openalex.org/W3018606821","https://openalex.org/W3034869508","https://openalex.org/W3042637864","https://openalex.org/W3045328009","https://openalex.org/W3046864531","https://openalex.org/W3102995885","https://openalex.org/W3119906543","https://openalex.org/W3174307426","https://openalex.org/W3182710861","https://openalex.org/W3209294432","https://openalex.org/W4213193453","https://openalex.org/W4285808743","https://openalex.org/W4296312227","https://openalex.org/W4304128083","https://openalex.org/W4308454727","https://openalex.org/W4367310511","https://openalex.org/W4388284198","https://openalex.org/W6668777470","https://openalex.org/W6752932177"],"related_works":["https://openalex.org/W2365452842","https://openalex.org/W2008528586","https://openalex.org/W2895220729","https://openalex.org/W2052710480","https://openalex.org/W2368967224","https://openalex.org/W2037793448","https://openalex.org/W3133739838","https://openalex.org/W3016725241","https://openalex.org/W1977441901","https://openalex.org/W2375799645"],"abstract_inverted_index":{"Precipitation":[0,49,75,171],"estimation":[1],"is":[2,13,136],"a":[3,28,62,174],"challenging":[4],"task,":[5],"especially":[6],"in":[7,27,70,126,139,150,190],"regions":[8],"where":[9],"its":[10,36],"spatial":[11,22,115,119],"distribution":[12,23],"irregular":[14],"and":[15,35,41,54,101,168,186],"highly":[16],"variable.":[17],"This":[18],"study":[19],"evaluated":[20],"the":[21,73,96,113,127,140,151,158,165,169],"of":[24,65,142,160],"annual":[25,166],"rainfall":[26,93,114,124],"semiarid":[29,191],"Brazilian":[30],"basin":[31,128],"under":[32],"different":[33,92],"regimes":[34,94],"impact":[37],"on":[38,83],"land":[39,42,184,187],"use":[40,185],"cover":[43,188],"dynamics.":[44],"Climate":[45],"Hazards":[46],"Group":[47],"InfraRed":[48],"with":[50,131],"Stations":[51],"(CHIRPS)":[52],"records":[53],"observed":[55],"data":[56],"from":[57],"40":[58],"weather":[59],"stations":[60],"over":[61],"time":[63],"series":[64],"55":[66],"years":[67],"were":[68,88],"used,":[69],"addition":[71],"to":[72,177],"Standardized":[74,170],"Index.":[76,106],"Spatiotemporal":[77],"analysis":[78],"was":[79],"carried":[80],"out":[81,156],"based":[82],"geostatistics.":[84],"Remote":[85],"sensing":[86],"images":[87],"also":[89],"interpreted":[90],"for":[91,162],"using":[95],"Normalized":[97,103],"Difference":[98,104],"Vegetation":[99],"Index":[100,172],"Modified":[102],"Water":[105],"The":[107],"Gaussian":[108],"semivariogram":[109],"model":[110],"best":[111],"represented":[112],"structure,":[116],"showing":[117],"strong":[118],"dependence.":[120],"Results":[121],"indicated":[122],"that":[123,145,157],"amount":[125],"significantly":[129],"increases":[130],"elevation,":[132],"as":[133,181,183],"expected.":[134],"There":[135],"high":[137],"variation":[138],"dynamics":[141],"water":[143,148],"storage":[144],"can":[146],"threaten":[147],"security":[149],"region.":[152],"Our":[153],"findings":[154],"point":[155],"application":[159],"geostatistics":[161],"mapping":[163],"both":[164],"precipitation":[167],"provides":[173],"powerful":[175],"framework":[176],"support":[178],"hydrological":[179],"analysis,":[180],"well":[182],"management":[189],"regions.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-09T15:46:55.921056","created_date":"2025-10-10T00:00:00"}
