PROJECT OUTPUTS
Reports & publications
Browse research, data and guides produced across Resilience Academy projects.
Dataset
Mwanza Spatial Datasets
62Datasets in this reportFrom linked GeoNode sources
62Vector datasetsIn this report
0Raster datasetsIn this report
289Datasets in CRDLast checked 14 Sep 2026
62 datasets from linked GeoNode sources
vector Existing Water Supply Pump Station
Existing Water Supply Pump Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Existing Building As Received From Client
Existing Building As Received from Client dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys,…
vector Mwanza Existing Landfill Site
Existing Landfill Site dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing wardwise land values
Existing Ward Wise Land Values dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza Proposed Drainage Catchment
Proposed Drainage Catchment dataset contains spatial data used for the Mwanza Master Plan. The cccdata was collected from various sources, including field surveys, government agencies, and…
vector Mwanza Proposed Sewerage Transfer Station
Proposed Sewerage Transfer Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza Place Name
Place Name dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite…
vector Mwanza proposed Planning Zone Boundaries
Proposed Planning Zone Boundaries dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed Drainage Channel
Proposed Drainage Channel dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing landuse plan
Existing Landuse Plan dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing wardwise population densities
Existing Wardwise Population Densities dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Proposed Planning District Boundaries
Proposed Planning District Boundaries dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Proposed Sewerage Zones
Proposed Sewerage Zones dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza district boundaries
District Boundaries dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite…
vector Mwanza proposed bus rapid transit network
Proposed Bus Rapid Transit Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza proposed road right of way
Proposed Road Right of Way dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza Proposed Drainage Natural Wetland
Proposed Drainage Natural Wetland dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed sewerage constructed wetland
Proposed Sewerage Constructed Wetland dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing electricity network
Existing Electricity Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza Proposed Drainage Network
Proposed Drainage Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza proposed electric sub station
Proposed Electric Sub Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed drainage detention pond
Proposed Drainage Detention Pond dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing town planning schemes
Existing Town Planning Schemes dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed environment treatment zone
Proposed Environment Treatment Zone dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing water supply zone
Existing Water Supply Zone dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza ward boundaries
Ward Boundaries dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite…
vector Mwanza Existing Road Centreline
Existing Road Centreline dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza regional boundaries
Regional Boundaries dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite…
vector Mwanza proposed Stp Pumping Station Transfer Station
Proposed STP Pumping Station Transfer Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys,…
vector Mwanza existing natural drainage network
Existing Natural Drainage Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing Solid Waste Collection
Existing Solid Waste Collection dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed Solid Waste Collection Zone
Proposed Solid Waste Collection Zone dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza existing Water Supply Intake
Existing Water Supply Intake dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed Water Supply Zone
Proposed Water Supply Zone dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing Service Reservoir
Existing Sewer Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza landmark
Landmark dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite imagery.…
vector Mwanza Proposed Water Supply Network
Proposed Water Supply Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza Existing Sewer Network
Existing Sewer Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza Proposed Soild Waste Landfill
Proposed Soild Waste Landfill dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza Proposed Electricity Network
Proposed Electricity Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza proposed Water Distribution Centre – Points
Proposed Water Distribution Centre dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed Urban Design Planning Boundary
Proposed Urban Design Planning Boundary dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza proposed Water Distribution Centre – Line
Proposed Water Distribution Centre dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza Existing Ferry Route
Existing Ferry Route dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza Proposed ICT Shape
Proposed ICT Shape dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza approved projects
Approved Projects dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and satellite…
vector Mwanza existing electricity sub stations
Existing Electricity Sub Stations dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed solid waste transfer station
Proposed Solid Waste Transfer Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza proposed Ict network
Proposed ICT Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza proposed Water Supply Intake
Proposed Water Supply Intake dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza proposed sewer network
Proposed Sewer Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing waste water treatment plant
Existing Waste Water Treatment Plant dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government…
vector Mwanza existing Ict Base Station
Existing ICT Base Station dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza existing Dumping Site
Existing Dumping Site dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing main dumping site
Existing Dumping Site dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza existing Ict Network
Existing ICT Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies, and…
vector Mwanza Existing Water Supply Network
Existing Water Supply Network dataset contains spatial data used for the Mwanza Master Plan. The data was collected from various sources, including field surveys, government agencies,…
vector Mwanza Buildings
This dataset contains information about buildings in Mwanza city. This data was created from remote digitization of building footprints using satelite imagery and participatory mapping in…
vector Mwanza City Businesses
This dataset contains information about businesses in Mwanza City. This data was obtained from field survey in Mwanza. This dataset was produced under the Community Mapping…
vector Mwanza Roads
This dataset contains information about roads in Mwanza city. This data resulted from a data cleaning exercise of existing road data in OpenStreetMap. This dataset was…