Picture-based crop monitoring is adopted in India, Ethiopia and Kenya by 6 public and private institutions to advance their agricultural insurance and finance services

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cg.contributor.affiliationCGIAR Research Program on Climate Change, Agriculture and Food Security
cg.contributor.crpClimate Change, Agriculture and Food Security
cg.coverage.countryEthiopia
cg.coverage.countryIndia
cg.coverage.countryKenya
cg.coverage.iso3166-alpha2ET
cg.coverage.iso3166-alpha2IN
cg.coverage.iso3166-alpha2KE
cg.coverage.regionEastern Africa
cg.coverage.regionSouthern Asia
cg.numberOI-3911
dc.contributor.authorCGIAR Research Program on Climate Change, Agriculture and Food Security
dc.date.accessioned2022-09-12T11:57:03Zen
dc.date.available2022-09-12T11:57:03Zen
dc.identifier.urihttps://hdl.handle.net/10568/121377
dc.titlePicture-based crop monitoring is adopted in India, Ethiopia and Kenya by 6 public and private institutions to advance their agricultural insurance and finance servicesen
dcterms.abstractPicture-Based Insurance provides affordable high-quality crop insurance by using smartphone images of smallholders’ crops for settlement of claims. PIM research led to large-scale testing and adoption of picture-based crop monitoring by private entities as HDFC ERGO General Insurance (India), Dvara E-Registry (India), the Government of India, ACRE Africa (Kenya), public entity R4 Rural Resilience Initiative (Ethiopia) and the Centre for Agriculture and Bioscience International (CABI) (India, Kenya), creating opportunities to strengthen crop insurance, financing and agro-advisories for millions of farmers.en
dcterms.accessRightsOpen Access
dcterms.bibliographicCitationCGIAR Research Program on Climate Change, Agriculture and Food Security. 2020. Picture-based crop monitoring is adopted in India, Ethiopia and Kenya by 6 public and private institutions to advance their agricultural insurance and finance services. Reported in Climate Change, Agriculture and Food Security Annual Report 2020. Outcome Impact Case Report.en
dcterms.isPartOfCRP Outcome Impact Case Reporten
dcterms.issued2020-12-31
dcterms.languageen
dcterms.licenseOther
dcterms.subjectagricultureen
dcterms.subjectresearchen
dcterms.subjectfarmersen
dcterms.subjectcropsen
dcterms.subjectsmallholdersen
dcterms.subjectmonitoringen
dcterms.subjectresilienceen
dcterms.subjectinstitutionsen
dcterms.subjectfinancingen
dcterms.subjectqualityen
dcterms.subjectinsuranceen
dcterms.subjectfinanceen
dcterms.subjectservicesen
dcterms.subjectadoptionen
dcterms.subjectafricaen
dcterms.subjectgovernmenten
dcterms.subjecttestingen
dcterms.subjectcrop insuranceen
dcterms.subjectagricultural insuranceen
dcterms.subjectscaleen
dcterms.subjectcrop monitoringen
dcterms.subjectentitiesen
dcterms.subjectinitiativeen
dcterms.subjectcase studiesen
dcterms.subjectagrifood systemsen
dcterms.subjectrural developmenten
dcterms.typeCase Study

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