{"id":"https://openalex.org/W4312358184","doi":"https://doi.org/10.1109/igarss46834.2022.9884260","title":"Earth Observation for Index-Based Crop Insurance in Rwanda","display_name":"Earth Observation for Index-Based Crop Insurance in Rwanda","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312358184","doi":"https://doi.org/10.1109/igarss46834.2022.9884260"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884260","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","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/A5053737635","display_name":"Clarisse Kagoyire","orcid":"https://orcid.org/0000-0002-3141-7568"},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210117728","display_name":"Center For Remote Sensing (United States)","ror":"https://ror.org/021wvg932","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117728"]},{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW","US"],"is_corresponding":true,"raw_author_name":"C. Kagoyire","raw_affiliation_strings":["University of Rwanda,Centre for GIS and Remote Sensing,Kigali,Rwanda","Centre for GIS and Remote Sensing, University of Rwanda, Kigali, Rwanda"],"affiliations":[{"raw_affiliation_string":"University of Rwanda,Centre for GIS and Remote Sensing,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210148345","https://openalex.org/I4210117728"]},{"raw_affiliation_string":"Centre for GIS and Remote Sensing, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071410524","display_name":"Emmanuel Nyandwi","orcid":"https://orcid.org/0000-0003-2444-8072"},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210117728","display_name":"Center For Remote Sensing (United States)","ror":"https://ror.org/021wvg932","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117728"]},{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW","US"],"is_corresponding":false,"raw_author_name":"E. Nyandwi","raw_affiliation_strings":["University of Rwanda,Centre for GIS and Remote Sensing,Kigali,Rwanda","Centre for GIS and Remote Sensing, University of Rwanda, Kigali, Rwanda"],"affiliations":[{"raw_affiliation_string":"University of Rwanda,Centre for GIS and Remote Sensing,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210148345","https://openalex.org/I4210117728"]},{"raw_affiliation_string":"Centre for GIS and Remote Sensing, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053737635"],"corresponding_institution_ids":["https://openalex.org/I4210087849","https://openalex.org/I4210117728","https://openalex.org/I4210148345"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4172043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"4364","last_page":"4367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11886","display_name":"Agricultural risk and resilience","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T11886","display_name":"Agricultural risk and resilience","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.9613000154495239,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subsistence-agriculture","display_name":"Subsistence agriculture","score":0.7820738554000854},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.7389200925827026},{"id":"https://openalex.org/keywords/crop-insurance","display_name":"Crop insurance","score":0.701932430267334},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6956888437271118},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6669998168945312},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4846523404121399},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.4583231210708618},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.43261459469795227},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.4108361601829529},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3046489953994751},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20787912607192993},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17180445790290833},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.11087116599082947}],"concepts":[{"id":"https://openalex.org/C156005406","wikidata":"https://www.wikidata.org/wiki/Q2787508","display_name":"Subsistence agriculture","level":3,"score":0.7820738554000854},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.7389200925827026},{"id":"https://openalex.org/C2777802595","wikidata":"https://www.wikidata.org/wiki/Q863133","display_name":"Crop insurance","level":3,"score":0.701932430267334},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6956888437271118},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6669998168945312},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4846523404121399},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.4583231210708618},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.43261459469795227},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.4108361601829529},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3046489953994751},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20787912607192993},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17180445790290833},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.11087116599082947},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884260","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1648012530","https://openalex.org/W1861558979","https://openalex.org/W2891729190","https://openalex.org/W2905027991","https://openalex.org/W2934535990","https://openalex.org/W2995764138","https://openalex.org/W3034433754","https://openalex.org/W3041248092"],"related_works":["https://openalex.org/W4315487160","https://openalex.org/W2383099916","https://openalex.org/W2023440367","https://openalex.org/W1562862431","https://openalex.org/W3121753747","https://openalex.org/W1988069684","https://openalex.org/W1497076710","https://openalex.org/W3141572932","https://openalex.org/W2362664080","https://openalex.org/W1579320518"],"abstract_inverted_index":{"Agriculture":[0],"is":[1],"an":[2,59],"important":[3],"sector":[4,31],"for":[5,16],"Rwanda's":[6],"economy,":[7],"employing":[8],"about":[9],"70%":[10],"of":[11,18,25,73,84,95],"the":[12,19,30,49,70,74,82,90],"labor":[13],"force,":[14],"accounting":[15],"27%":[17],"national":[20],"GDP":[21],"and":[22,36,40,51,80,97],"providing":[23],"90%":[24],"food":[26],"consumed":[27],"locally.":[28],"However,":[29],"remains":[32],"predominantly":[33],"subsistence":[34],"farming":[35],"faces":[37],"various":[38],"risks":[39,50],"uncertainty,":[41],"including":[42],"recurrent":[43],"extreme":[44],"weather":[45],"events.":[46],"To":[47],"mitigate":[48],"minimize":[52],"economic":[53],"losses":[54],"incurred":[55],"by":[56],"smallholder":[57],"farmers,":[58],"index-based":[60,75],"insurance":[61,77],"scheme":[62],"was":[63],"launched.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68],"investigate":[69],"current":[71],"state":[72],"crop":[76],"in":[78,93],"Rwanda,":[79],"explore":[81],"potential":[83],"earth":[85],"observation":[86],"(EO)":[87],"to":[88],"improve":[89],"existing":[91],"products,":[92],"terms":[94],"pricing":[96],"products":[98],"transparency.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
