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Topic: Earth observation & space applications clear · back to the knowledge map

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Subject All subjects All of Governance & Public Services Digital government & service delivery Transparency & integrity Democratic resilience & participation All of Education, Skills & Work School & higher education VET, reskilling & lifelong learning Labour market & future of work All of Equality & Social Inclusion Gender equality & leadership GBV & domestic-violence prevention Disability & accessibility Digital inclusion Migrant integration Poverty & social protection All of Health & Care Public health & prevention Care systems & ageing Health security All of Cities, Housing & Mobility Urban innovation & experimentation Affordable housing Mobility & public space All of Climate, Environment & Biodiversity Climate adaptation & resilience Nature-based solutions & ecosystem services Biodiversity & restoration Water All of Energy & Resources Energy transition & communities Energy security Circular economy & critical materials All of Economy, Innovation & Productivity SME modernisation & productivity Innovation ecosystems Digital finance & assets Trade & supply resilience (public policy) All of Resilience, Security & Preparedness Civil protection & population preparedness Critical-entity resilience Community & societal resilience

Type All Good practiceLiterature / resource

Scale All LocalRegionalNationalTransnational

Country All AfghanistanAlbaniaAlgeriaAndorraAngolaAntigua and BarbudaArgentinaArmeniaAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBoliviaBosnia and HerzegovinaBotswanaBrazilBritish Indian Ocean TerritoryBruneiBulgariaBurkina FasoBurundiCabo VerdeCambodiaCameroonCanadaCentral African RepublicChadChileChinaColombiaComorosCongoCongo (the Democratic Republic of the)Cook IslandsCosta RicaCroatiaCubaCyprusCzechiaCôte d'IvoireDenmarkDjiboutiDominicaDominican RepublicEcuadorEgyptEl SalvadorEstoniaEswatiniEthiopiaFalkland Islands (Malvinas)Faroe IslandsFijiFinlandFranceFrench PolynesiaGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGreenlandGrenadaGuamGuatemalaGuineaGuinea-BissauGuyanaHaitiHondurasHong KongHungaryIcelandIndiaIndonesiaIranIraqIrelandIsle of ManIsraelItalyJamaicaJapanJordanKazakhstanKenyaKiribatiKuwaitKyrgyzstanLaosLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacaoMadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall IslandsMauritaniaMauritiusMexicoMicronesiaMoldovaMonacoMongoliaMontenegroMoroccoMozambiqueMyanmarNamibiaNauruNepalNetherlandsNew ZealandNicaraguaNigerNigeriaNiueNorth MacedoniaNorwayOmanPakistanPalauPalestine, State ofPanamaPapua New GuineaParaguayPeruPhilippinesPolandPortugalPuerto RicoQatarRomaniaRussiaRwandaRéunionSaint Helena, Ascension and Tristan da CunhaSaint Kitts and NevisSaint LuciaSaint Vincent and the GrenadinesSamoaSan MarinoSao Tome and PrincipeSaudi ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSlovakiaSloveniaSolomon IslandsSomaliaSouth AfricaSouth Georgia and the South Sandwich IslandsSouth KoreaSouth SudanSpainSri LankaSudanSurinameSwedenSwitzerlandSyriaTaiwanTajikistanTanzaniaThailandTimor-LesteTogoTongaTrinidad and TobagoTunisiaTuvaluTürkiyeUgandaUkraineUnited Arab EmiratesUnited KingdomUnited States of AmericaUruguayUzbekistanVanuatuVenezuelaVietnamXKYemenZambiaZimbabwe

Evidence All Randomised controlled trialQuasi-experimentalObservational / pre–postDescriptive / self-reported

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Select	Title	Score	Evidence	Type	Location	Scale
	GRID3 — Sierra Leone's AI-Powered Population Mapping for Vaccination Micro-Planning	80	Evidence: Observational / pre–post	Good practice	Freetown, Sierra Leone	—
	Novissi — AI-targeted emergency cash transfers in Togo	80	Evidence: Observational / pre–post	Good practice	Lomé, Togo	—
	Starlink Rural Connectivity for Timor-Leste's Sucos	72	Evidence: Descriptive / self-reported	Good practice	Dili, Timor-Leste	—
	Niue's Regulated Trial Licence for Starlink Satellite Internet	52	—	Good practice	Alofi, Niue	—
	AI-Assisted Livestock and Ger Detection — Mongolia's National Statistics Office Satellite Census Pilot	47	—	Good practice	Ulaanbaatar, Mongolia	—