
PROJECT OUTPUTS
Reports & publications
Browse research, data and guides produced across Resilience Academy projects.
TURP Datasets
139 datasets from the CRD
- Dar es Salaam Hyperlocal Boundariesvector
- Imagery Dar es Salaam 2017 Q3raster
- Imagery of Dar es Salaam 2018 Q1raster
- Dar Urban Greening Project – Boreholesvector
- Dar es Salaam Digital Terrain Model_ 5.0m 2016raster
- Dar es Salaam Hydro-Met Stationsvector
- Dar es Salaam Digital Terrain Model_ 20m 2017raster
- Dar es Salaam Public Water Pointsvector
- Dar es Salaam Religious Services Facilitiesvector
- Dar es Salaam Religious Services Facilities’ Locationsvector
- WSF-3D Building Footprint – Volumeraster
- WSF-3D Building Footprint – Heightraster
- WSF-3D Building Footprint – Arearaster
- Dar es Salaam World Settlement Footprint (WSF) 2019raster
- Dar es Salaam World Settlement Footprint (WSF) 2015raster
- Dar es Salaam Public Toiletsvector
- Dar es Salaam Public Toilets’ Locationsvector
- Dar es Salaam Non-governmental Officesvector
- Dar es Salaam Tourist Attractions’ Locationsvector
- Dar es Salaam Non-governmental Office’s Locationsvector
- Dar es Salaam Government Officesvector
- Dar es Salaam Government Offices’ Locationsvector
- Dar Urban Greening Project – Natural drainagevector
- Dar Urban Greening Project – Tributariesvector
- Dar es Salaam Riversvector
- Dar es Salaam River Basinsvector
- Dar es Salaam Main River Channelsvector
- Dar Urban Greening Project – AOIsvector
- Dar Urban Greening Project – Solid wastevector
- Dar es Salaam BRT Route (Phase 1)vector
- Dar es Salaam BRT Stops (Phase I)vector
- Dar es Salaam Public Transportation Stopsvector
- Dar es Salaam Erosion Suspectibility Model_ 5mraster
- Dar es Salaam Public Transportation Routesvector
- Dar es Salaam Crop, Vegetation and Management Factor (C) – RUSLEraster
- Dar es Salaam Hyperlocal Boundariesvector
- Dar es Salaam Slope Length-Gradient Factor (LS) – RUSLEraster
- Dar es Salaam RUSLE Model Outputraster
- Dar es Salaam Roads 2022vector
- Dar es Salaam Waste Sitesvector
- Dar es Salaam Catchmentsvector
- Dar es Salaam Soil Classesvector
- Dar es Salaam Roadsvector
- Dar Urban Greening Project – Open spacesvector
- Dar es Salaam flood hazard – Currentraster
- Kinondoni Historical Flood Experiencesvector
- Dar es Salaam Historical Flood Depthsvector
- Dar es Salaam Historical Flood Extentvector
- Dar es Salaam Inundated Buildingsvector
- Dar es Salaam Flood Scenario_ 25-200 cmvector
- Dar es Salaam Drainage Pointsvector
- Dar es Salaam Drainage Segmentsvector
- WSF-3D Building Footprint – Volumeraster
- WSF-3D Building Footprint – Arearaster
- WSF-3D Building Footprint – Heightraster
- Dar Urban Greening Project – Building polygonsvector
- Dar Urban Greening Project – Highwaysvector
- Dar es Salaam Land Use/Land Cover_ 2010vector
- Dar es Salaam Open Areasvector
- Dar es Salaam Administrative Wardsvector
- Dar es Salaam Retail Services’ Locationsvector
- Dar es Salaam Retail Servicesvector
- Dar es Salaam Business Locationsvector
- Dar es Salaam Business Areasvector
- Dar es Salaam Tree Mapping Pilotvector
- Dar es Salaam Tree Mappingvector
- Dar es Salaam Administrative Sub-wardsvector
- Dar es Salaam Administrative Districtsvector
- Dar es Salaam Administrative Regionvector
- Dar es Salaam Pharmaciesvector
- Dar es Salaam Hospitals’ Locationsvector
- Dar es Salaam Education Facilities’ Locationsvector
- Dar es Salaam Hospitalsvector
- Dar es Salaam Canopy Cover – Probabilityraster
- Dar es Salaam Canopy Cover – Binaryraster
- Kigogo Flood experience areas 2023vector
- Kigogo Flood experience locations 2023vector
- Tandale Flood experience areas 2023vector
- Tandale Flood experience locations 2023vector
- Mwanza Drainage Pointsvector
- Mwanza drainage points elevationsvector
- METEOR Project Fluvial Flood Hazard Map for Tanzania (Defended_ 1 in 200 years)raster
- Msimbazi River Valley Planning Area Boundary_ 2018vector
- Kigogo Extreme heat experience areas 2023vector
- Kigogo Extreme heat experience locations 2023vector
- Kigogo Air pollution experience areas 2023vector
- Kigogo air pollution experience locations 2023vector
- Tandale Extreme heat experience areas 2023vector
- Tandale Extreme heat experience locations 2023vector
- Tandale Air pollution experience areas 2023vector
- Tandale Air pollution experience locations 2023vector
- Tanzania Wards 2022vector
- Sumbawanga Drainage Pointsvector
- Sumbawanga Drainage Points Elevationsvector
- Morogoro Drainage Pointsvector
- Morogoro Drainage Points Elevationsvector
- Morogoro Drainage Segmentsvector
- Morogoro Tree Mappingvector
- Zanzibar Urban West Man-made Featuresvector
- Landsat TM image (Unguja) 2009raster
- Land cover classification of Unguja 2009 (2009_LCC)raster
- Zanzibar Urban West Amenitiesvector
- Nungwi Community Heritagevector
- Nungwi Community Centersvector
- Nungwi Inland Watersvector
- Pemba Island Orthophoto_ 7cm 2018vector
- Zanzibar Urban West Waterbodiesvector
- Nungwi Tourist Attractionsvector
- Nungwi Dining and Recreationvector
- Nungwi Playgroundsvector
- Nungwi Solid Waste Managementvector
- Nungwi Toiletsvector
- Nungwi Water Pointsvector
- Nungwi Water Pointsvector
- Nungwi Protected Areasvector
- Nungwi Art Centersvector
- Nungwi Craft Workshopsvector
- Nungwi Religious Facilitiesvector
- Zanzibar Urban West Drainage Pointsvector
- Zanzibar Urban West Open Areasvector
- Nungwi Land Usevector
- Unguja Island Orthophoto_ 7cm 2017vector
- Zanzibar Urban West Retail Servicesvector
- Nungwi Businessesvector
- Nungwi Information Signsvector
- Nungwi Useful Servicesvector
- Zanzibar Urban West Treesvector
- Nungwi Treesvector
- Zanzibar Urban West Road Networkvector
- Zanzibar Urban West Buildingsvector
- Nungwi Street Lightingvector
- Nungwi Swimming Poolsvector
- Nungwi Roadsvector
- Nungwi Buildingsvector
- Unguja Island Administrative Wardsvector
- Zanzibar Urban West Administrative Wardsvector
- Nungwi Education Facilitiesvector
- Nungwi Health Facilitiesvector
- Zanzibar Government Forestsvector
Mwanza Spatial Datasets
62 datasets from the CRD
- Existing Water Supply Pump Stationvector
- Existing Building As Received From Clientvector
- Mwanza Existing Landfill Sitevector
- Mwanza existing wardwise land valuesvector
- Mwanza Proposed Drainage Catchmentvector
- Mwanza Proposed Sewerage Transfer Stationvector
- Mwanza Place Namevector
- Mwanza existing waste water treatment plantvector
- Mwanza proposed Planning Zone Boundariesvector
- Mwanza proposed Drainage Channelvector
- Mwanza existing landuse planvector
- Mwanza existing wardwise population densitiesvector
- Proposed Planning District Boundariesvector
- Proposed Sewerage Zonesvector
- Mwanza district boundariesvector
- Mwanza proposed bus rapid transit networkvector
- Mwanza proposed road right of wayvector
- Mwanza Proposed Drainage Natural Wetlandvector
- Mwanza proposed sewerage constructed wetlandvector
- Mwanza proposed drainage natural wetlandvector
- Mwanza existing electricity networkvector
- Mwanza Proposed Drainage Networkvector
- Mwanza proposed electric sub stationvector
- Mwanza proposed drainage detention pondvector
- Mwanza existing town planning schemesvector
- Mwanza proposed environment treatment zonevector
- Mwanza existing water supply zonevector
- Mwanza ward boundariesvector
- Mwanza Existing Road Centrelinevector
- Mwanza regional boundariesvector
- Mwanza proposed Stp Pumping Station Transfer Stationvector
- Mwanza existing natural drainage networkvector
- Mwanza existing Solid Waste Collectionvector
- Mwanza proposed Solid Waste Collection Zonevector
- Mwanza existing Water Supply Intakevector
- Mwanza proposed Water Supply Zonevector
- Mwanza existing Service Reservoirvector
- Mwanza landmarkvector
- Mwanza Proposed Water Supply Networkvector
- Mwanza Existing Sewer Networkvector
- Mwanza Proposed Soild Waste Landfillvector
- Mwanza Proposed Electricity Networkvector
- Mwanza proposed Water Distribution Centre – Pointsvector
- Mwanza proposed Urban Design Planning Boundaryvector
- Mwanza proposed Water Distribution Centre – Linevector
- Mwanza Existing Ferry Routevector
- Mwanza Proposed ICT Shapevector
- Mwanza approved projectsvector
- Mwanza existing electricity sub stationsvector
- Mwanza proposed solid waste transfer stationvector
- Mwanza proposed Ict networkvector
- Mwanza proposed Water Supply Intakevector
- Mwanza proposed sewer networkvector
- Mwanza existing waste water treatment plantvector
- Mwanza existing Ict Base Stationvector
- Mwanza existing Dumping Sitevector
- Mwanza existing main dumping sitevector
- Mwanza existing Ict Networkvector
- Mwanza Existing Water Supply Networkvector
- Mwanza Buildingsvector
- Mwanza City Businessesvector
- Mwanza Roadsvector
Tanga Spatial Datasets
52 datasets from the CRD
- Tanga water pipe networkvector
- Tanga Pipe Diameter 150 300vector
- Tanga Improve Development Upgrading Areasvector
- Tanga Quarry Sitesvector
- Tanga service industriesvector
- Tanga tourist attraction sitesvector
- Tanga storage tanksvector
- Tanga Conservation Areavector
- Tanga Existing Landusevector
- Tanga EPZA Areavector
- Tanga powerline buffer 60mvector
- Tanga New Residential Developmentvector
- Tanga pipeline buffer 30mvector
- Tanga rural settlement agriculturevector
- Tanga hotel sitesvector
- Tanga oil sitesvector
- Tanga Industrial Areavector
- Tanga zoovector
- Tanga potentialsvector
- Tanga special residentialvector
- Tanga new cbd boundaryvector
- Tanga dumping sitesvector
- Tanga powerlinevector
- Tanga Portvector
- Tanga main supply pipevector
- Tanga Contours 75mvector
- Tanga Main Roadsvector
- Tanga Main Distribution Pipevector
- Tanga Proposed Roadsvector
- Tanga city boundaryvector
- Tanga tipper oil storagevector
- Tanga Infilling Residential Developmentvector
- Tanga water treatmentvector
- Tanga Institutionsvector
- Tanga Land Bankingvector
- Tanga Kolekole range areavector
- Tanga ocean areavector
- Tanga Minor Roadsvector
- Tanga CBD Existing Landusevector
- Tanga oil proposedvector
- Tanga Facilitiesvector
- Tanga open pasturevector
- Tanga ocean line boundaryvector
- Tanga cbd proposed landusevector
- Tanga Local Roadsvector
- Tanga Commercial zonevector
- Tanga sisal estatevector
- Tanga sisal farmsvector
- Tanga riversvector
- Tanga mini bus stand pongwevector
- Tanga proposed small centervector
- Tanga wards boundariesvector
