{"id":"https://openalex.org/W3000438532","doi":"https://doi.org/10.3390/rs12020237","title":"A Spatially Transferable Drought Hazard and Drought Risk Modeling Approach Based on Remote Sensing Data","display_name":"A Spatially Transferable Drought Hazard and Drought Risk Modeling Approach Based on Remote Sensing Data","publication_year":2020,"publication_date":"2020-01-09","ids":{"openalex":"https://openalex.org/W3000438532","doi":"https://doi.org/10.3390/rs12020237","mag":"3000438532"},"language":"en","primary_location":{"id":"doi:10.3390/rs12020237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020237","pdf_url":"https://www.mdpi.com/2072-4292/12/2/237/pdf?version=1579661905","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/2072-4292/12/2/237/pdf?version=1579661905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071318225","display_name":"Maximilian Schwarz","orcid":"https://orcid.org/0000-0001-8059-5697"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]},{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Maximilian Schwarz","raw_affiliation_strings":["Institute of Geography, University of Augsburg, Alter Postweg 118, 86159 Augsburg, Bavaria, Germany","Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Geography, University of Augsburg, Alter Postweg 118, 86159 Augsburg, Bavaria, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065121302","display_name":"Tobias Landmann","orcid":"https://orcid.org/0000-0002-4411-7310"},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Landmann","raw_affiliation_strings":["Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090012205","display_name":"Natalie Cornish","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Natalie Cornish","raw_affiliation_strings":["Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091230118","display_name":"Karl\u2010Friedrich Wetzel","orcid":"https://orcid.org/0000-0001-8914-3654"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl-Friedrich Wetzel","raw_affiliation_strings":["Institute of Geography, University of Augsburg, Alter Postweg 118, 86159 Augsburg, Bavaria, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Geography, University of Augsburg, Alter Postweg 118, 86159 Augsburg, Bavaria, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029517179","display_name":"Stefan Siebert","orcid":"https://orcid.org/0000-0002-9998-0672"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Siebert","raw_affiliation_strings":["Institute for Crop Sciences, University of G\u00f6ttingen, Von-Siebold-Str. 8, 37075 G\u00f6ttingen, Lower Saxony, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Crop Sciences, University of G\u00f6ttingen, Von-Siebold-Str. 8, 37075 G\u00f6ttingen, Lower Saxony, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050666150","display_name":"Jonas Franke","orcid":"https://orcid.org/0009-0007-0153-3182"},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Franke","raw_affiliation_strings":["Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Solutions GmbH, Dingolfinger Str. 9, 81673 Munich, Bavaria, Germany","institution_ids":["https://openalex.org/I4210111978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071318225"],"corresponding_institution_ids":["https://openalex.org/I179225836","https://openalex.org/I4210111978"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.2331,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.79700341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":"2","first_page":"237","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.9998999834060669,"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/T10439","display_name":"Climate change impacts on agriculture","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.6292567849159241},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5847952961921692},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5397452116012573},{"id":"https://openalex.org/keywords/shrubland","display_name":"Shrubland","score":0.47350460290908813},{"id":"https://openalex.org/keywords/rangeland","display_name":"Rangeland","score":0.4657135009765625},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4353767931461334},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3902234733104706},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3564589023590088},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3492693603038788},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3338346481323242},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.2502453327178955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12313076853752136},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12116757035255432},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.0908987820148468}],"concepts":[{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.6292567849159241},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5847952961921692},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5397452116012573},{"id":"https://openalex.org/C59898753","wikidata":"https://www.wikidata.org/wiki/Q879641","display_name":"Shrubland","level":3,"score":0.47350460290908813},{"id":"https://openalex.org/C130989795","wikidata":"https://www.wikidata.org/wiki/Q3364870","display_name":"Rangeland","level":2,"score":0.4657135009765625},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4353767931461334},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3902234733104706},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3564589023590088},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3492693603038788},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3338346481323242},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.2502453327178955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12313076853752136},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12116757035255432},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.0908987820148468},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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":5,"locations":[{"id":"doi:10.3390/rs12020237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020237","pdf_url":"https://www.mdpi.com/2072-4292/12/2/237/pdf?version=1579661905","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:b24b763fed054ea18e4e8f58817c328f","is_oa":true,"landing_page_url":"https://doaj.org/article/b24b763fed054ea18e4e8f58817c328f","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 2, p 237 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/2/237/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12020237","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 12; Issue 2; Pages: 237","raw_type":"Text"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/78728","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/78728","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":"journal_article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:71895","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-718957","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"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":"article"}],"best_oa_location":{"id":"doi:10.3390/rs12020237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020237","pdf_url":"https://www.mdpi.com/2072-4292/12/2/237/pdf?version=1579661905","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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G5822968023","display_name":null,"funder_award_id":"02WGR1457D, 02WGR1457F","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6058364836","display_name":null,"funder_award_id":"02WGR1457F","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6955755495","display_name":null,"funder_award_id":"Germany","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000438532.pdf","grobid_xml":"https://content.openalex.org/works/W3000438532.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W202690968","https://openalex.org/W1662323679","https://openalex.org/W1848181198","https://openalex.org/W1976216837","https://openalex.org/W1990030731","https://openalex.org/W1998025025","https://openalex.org/W2007613171","https://openalex.org/W2032013744","https://openalex.org/W2089115250","https://openalex.org/W2113410727","https://openalex.org/W2130542944","https://openalex.org/W2141003052","https://openalex.org/W2145500255","https://openalex.org/W2145882800","https://openalex.org/W2153179024","https://openalex.org/W2166368890","https://openalex.org/W2177572824","https://openalex.org/W2199321793","https://openalex.org/W2261645655","https://openalex.org/W2291648202","https://openalex.org/W2301058067","https://openalex.org/W2487770199","https://openalex.org/W2513922847","https://openalex.org/W2525362891","https://openalex.org/W2525817178","https://openalex.org/W2563526254","https://openalex.org/W2593356872","https://openalex.org/W2605456139","https://openalex.org/W2734791951","https://openalex.org/W2748268306","https://openalex.org/W2772207761","https://openalex.org/W2790537821","https://openalex.org/W2792901403","https://openalex.org/W2805230314","https://openalex.org/W2891288449","https://openalex.org/W2896394184","https://openalex.org/W2898439276","https://openalex.org/W2899100088","https://openalex.org/W2902724451","https://openalex.org/W2940019197","https://openalex.org/W2946294176","https://openalex.org/W2965508366","https://openalex.org/W2982523683","https://openalex.org/W6608280949","https://openalex.org/W6636950212","https://openalex.org/W6644315352","https://openalex.org/W6683063705","https://openalex.org/W6687780495","https://openalex.org/W6723168715","https://openalex.org/W6743313740","https://openalex.org/W6774039489"],"related_works":["https://openalex.org/W2613049782","https://openalex.org/W2732763458","https://openalex.org/W3033751289","https://openalex.org/W2087021283","https://openalex.org/W134182247","https://openalex.org/W3140173719","https://openalex.org/W2077489539","https://openalex.org/W2215770539","https://openalex.org/W2486063432","https://openalex.org/W2911698928"],"abstract_inverted_index":{"Drought":[0,125,258],"adversely":[1],"affects":[2],"vegetation":[3],"conditions":[4,335],"and":[5,8,13,31,34,41,58,68,107,147,153,158,163,186,193,243,253,260,267,280,315,359,366,384,392,413],"agricultural":[6,65],"production":[7],"consequently":[9],"the":[10,17,110,119,122,131,134,145,184,213,225,289,327,350,395],"food":[11,254],"security":[12,255],"livelihood":[14],"situation":[15],"of":[16,24,130,210,224,288,397],"often":[18],"most":[19,83],"vulnerable":[20],"communities.":[21],"In":[22,49],"spite":[23],"recent":[25],"advances":[26],"in":[27,109,168,230],"modeling":[28,60],"drought":[29,38,55,73,85,103,113,161,164,171,174,226,241,250,278,291,334,344,354,364,368,410],"risk":[30,42,59,165,251,259,281],"impact,":[32],"coherent":[33],"explicit":[35,54,146,272,374],"information":[36],"on":[37,77],"hazard,":[39,56],"vulnerability":[40,162,261,279],"is":[43,294],"still":[44],"lacking":[45],"over":[46,282],"wider":[47],"areas.":[48,70,284],"this":[50,398],"study,":[51],"a":[52,78,95,137,218,244,248,304,337],"spatially":[53,271,358,373,377,385],"vulnerability,":[57],"framework":[61],"was":[62,99,116,151,233],"investigated":[63],"for":[64,105,118,155,212,264,275,323],"land,":[66],"grassland":[67],"shrubland":[69],"The":[71,112,128,173,222,285],"developed":[72,100],"hazard":[74,104,114,175,227,292,345],"model":[75,98,115,132,150,176,216,220,228,252,293,348],"operates":[76],"higher":[79,338],"spatial":[80],"resolution":[81,339],"than":[82,340],"available":[84,312,383],"models":[86,369],"while":[87],"also":[88,269],"being":[89],"scalable":[90],"to":[91,101,247,300,321,405],"other":[92,301,341],"regions.":[93],"Initially,":[94],"logistic":[96],"regression":[97],"predict":[102],"rangelands":[106],"croplands":[108],"USA.":[111],"cross-verified":[117],"USA":[120,149],"using":[121,141,236],"United":[123],"States":[124],"Monitor":[126],"(USDM).":[127],"comparison":[129,246],"with":[133,170],"USDM":[135],"showed":[136],"good":[138,219],"spatiotemporal":[139],"agreement,":[140],"visual":[142,245],"interpretation.":[143],"Subsequently,":[144],"accurate":[148],"transferred":[152],"calibrated":[154],"South":[156,214],"Africa":[157,232,266],"Zimbabwe,":[159],"where":[160],"were":[166,262],"assessed":[167,263],"combination":[169],"hazard.":[172],"used":[177,381,403],"time":[178],"series":[179],"crop":[180],"yields":[181],"data":[182,313,387],"from":[183,196],"Food":[185],"Agriculture":[187],"Organization":[188],"Corporate":[189],"Statistical":[190],"Database":[191],"(FAOSTAT)":[192],"biophysical":[194],"predictors":[195,391],"satellite":[197],"remote":[198],"sensing":[199],"(SPI,":[200],"NDVI,":[201],"NDII,":[202],"LST,":[203],"albedo).":[204],"A":[205],"McFadden\u2019s":[206],"Pseudo":[207],"R\u00b2":[208],"value":[209],"0.17":[211],"African":[215],"indicated":[217],"fit.":[221],"plausibility":[223],"results":[229],"southern":[231,265],"evaluated":[234],"by":[235],"regional":[237,333,363],"climate":[238],"patterns,":[239],"published":[240],"reports":[242],"global":[249,305,343,353],"classification":[256],"data.":[257],"could":[268],"be":[270,298,318,372,402],"mapped":[273],"showing,":[274],"example,":[276],"lower":[277],"irrigated":[283],"innovative":[286],"aspect":[287],"presented":[290],"that":[295,356,370],"it":[296,308,330],"can":[297,317,331,400],"applied":[299],"countries":[302],"at":[303],"scale,":[306],"since":[307],"only":[309],"uses":[310],"globally":[311,382,404],"sets":[314,388],"therefore":[316],"easily":[319],"modified":[320],"account":[322],"country-specific":[324],"characteristics.":[325],"At":[326],"same":[328],"time,":[329],"capture":[332,362],"through":[336],"existing":[342,407],"models.":[346],"This":[347],"addressed":[349],"gap":[351],"between":[352],"models,":[355],"cannot":[357],"temporally":[360],"explicitly":[361],"effects,":[365],"sub-regional":[367],"may":[371],"but":[375],"not":[376],"transferable.":[378],"Since":[379],"we":[380],"consistent":[386],"(both":[389],"as":[390],"response":[393],"variables),":[394],"approach":[396],"study":[399],"potentially":[401],"enhance":[406],"modelling":[408],"routines,":[409],"intervention":[411],"strategies":[412],"preparedness":[414],"measures.":[415]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2020-01-23T00:00:00"}