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ATLAS REPORT
Country report: Tanzania
Generated 15 October 2026, 09:35 from live Atlas data
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Executive summary
Atlas holds 4,378,279 mapped features and 77,355 observations in 225 datasets. The mapped mangrove canopy covers 111,509 ha in 7,458 polygons across 1 formation classes; Mangrove dominates with 100.0% of the area. The median patch is only 0.178 ha, while patches of 10 ha or more hold 95.8% of the area. 0 ha (0.0%) lies within 10 km of the LAPSSET development footprint.
Single mapping epoch (2019). Areas are geodesic hectares recalculated from geometry.
Species & formations
| Formation | Polygons | Area (ha) | Share | Mean patch (ha) |
|---|---|---|---|---|
| Mangrove | 7,458 | 111,509.4 | 100.0% | 14.95 |
Shannon evenness by area: 0.00
Pressure: LAPSSET and villages
Mangrove ha by distance from LAPSSET
Mangrove ha by distance from villages
Data quality
| Dataset | Features | Repaired | Score |
|---|---|---|---|
| Global Mangrove Watch: mangrove extent 2020, Tanzania | 7,879 | 0 | 100 |
| Global Mangrove Watch: mangrove extent 1996, Tanzania | 8,046 | 0 | 100 |
| Global Mangrove Watch: mangrove extent 2007, Tanzania | 8,419 | 0 | 100 |
| Global Mangrove Watch: mangrove extent 2010, Tanzania | 7,750 | 0 | 100 |
| Global Mangrove Watch: mangrove extent 2015, Tanzania | 7,588 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2025, Tanzania | 10,455 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2020, Tanzania | 7,458 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2015, Tanzania | 6,895 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2010, Tanzania | 6,377 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2005, Tanzania | 6,602 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 2000, Tanzania | 6,784 | 0 | 100 |
| Global Mangrove Watch v4.1: mangrove extent 1996, Tanzania | 6,547 | 0 | 100 |
| Ruvuma Landscape | 1 | 0 | 95 |
| Tanzania +EEZ | 1 | 0 | 95 |
| Selous WHS | 1 | 0 | 95 |
| Wetlands (River) | 1 | 0 | 95 |
| Lindi-Mtwara-Ruvuma | 1 | 0 | 95 |
| SAGCOT Region | 1 | 0 | 95 |
| Ruaha Sub-Basin | 1 | 1 | 95 |
| Mbarali Catchment | 1 | 0 | 95 |
| Ndembera Catchment | 1 | 1 | 95 |
| Ruvuma | 1 | 0 | 95 |
| African Rift Lakes | 1 | 0 | 95 |
| Ruvuma_Landscape | 1 | 0 | 95 |
| SOKNOT_Boundary | 1 | 0 | 95 |
| Boundary | 1 | 0 | 95 |
| URT (+EEZ) | 1 | 0 | 95 |
| Arusha Region | 1 | 0 | 95 |
| Longido District | 1 | 0 | 95 |
| Enduimet WMA | 1 | 0 | 95 |
| MaB_AoI | 1 | 0 | 95 |
| Mangrove_agb_dissolved | 1 | 0 | 95 |
| polygons | 1 | 0 | 95 |
| polygons | 1 | 0 | 95 |
| rufiji_delta_mangroves | 1 | 0 | 95 |
| RUMAKI BR (Proposed) | 1 | 1 | 95 |
| polygons | 1 | 0 | 95 |
| SOKNOT_Landscape | 1 | 1 | 95 |
| lulc_final_may13_mangroves | 1 | 0 | 95 |
| Umba Basin | 1 | 0 | 95 |
| National Park | 1 | 0 | 95 |
| National Park 2 | 1 | 0 | 95 |
| tza_eez | 1 | 0 | 95 |
| Tanzania (+EEZ) | 1 | 0 | 95 |
| Ruvuma Landscape | 1 | 0 | 95 |
| Tanzania +EEZ | 1 | 0 | 95 |
| Plateaus | 2 | 1 | 95 |
| cspii_umbrella_type | 2 | 2 | 95 |
| National_Parks | 3 | 0 | 95 |
| polygons | 3 | 0 | 95 |
| Buildings | 4 | 0 | 95 |
| cspii_umbrella | 4 | 2 | 95 |
| polygons | 4 | 0 | 95 |
| CSPIII - Priority Areas | 4 | 0 | 95 |
| wwf-tco_priority_areas_2020 | 4 | 0 | 95 |
| Mtwara Corridor | 5 | 0 | 95 |
| Umbrella Land/Seascape | 5 | 0 | 95 |
| Umbrella Land/Seascape | 5 | 0 | 95 |
| Circles | 5 | 0 | 95 |
| Corridors | 6 | 0 | 95 |
| SAGCOT Clusters | 6 | 0 | 95 |
| polygons | 6 | 0 | 95 |
| Districts | 6 | 0 | 95 |
| AfricaPriorityLandscapes | 7 | 2 | 95 |
| Wards | 7 | 0 | 95 |
| rufijidelta_mangrove_covarage | 7 | 0 | 95 |
| Mariculture_Cage_Capability | 7 | 2 | 95 |
| EAC_MZQ_ForestProgramme_Countries | 8 | 0 | 95 |
| Zones | 8 | 1 | 95 |
| polygons | 8 | 1 | 95 |
| Offices | 8 | 0 | 95 |
| Regions/Provinces | 9 | 1 | 95 |
| SOKNOT Sublandscapes | 9 | 0 | 95 |
| flr_9 | 9 | 0 | 95 |
| polygons | 10 | 0 | 95 |
| Umba Catchments | 10 | 0 | 95 |
| Umba Catchments 2 | 10 | 0 | 95 |
| polygons | 11 | 0 | 95 |
| Cities/Municipalities | 12 | 0 | 95 |
| Cities/Municipalities | 12 | 0 | 95 |
| WMAs | 13 | 0 | 95 |
| FLRi Countries | 13 | 0 | 95 |
| FLRi Countries | 13 | 0 | 95 |
| cspii_operational | 13 | 2 | 95 |
| polygons | 13 | 0 | 95 |
| Mara River | 13 | 0 | 95 |
| Eastern Arc Forest (Blocks) | 13 | 0 | 95 |
| Eastern Arc Forest (Blocks) 2 | 13 | 0 | 95 |
| polygons | 13 | 2 | 95 |
| Cities/Towns | 13 | 0 | 95 |
| CSPIII - Sub-land/seascape | 13 | 0 | 95 |
| Sub-land/seascape (Names) | 13 | 0 | 95 |
| CSPIII - Sub-land/seascape | 13 | 0 | 95 |
| Path/Tracks | 15 | 0 | 95 |
| polygons | 17 | 0 | 95 |
| Villages | 17 | 0 | 95 |
| Lion | 17 | 1 | 95 |
| Mangroves_ch_classes | 18 | 0 | 95 |
| Umba River | 18 | 0 | 95 |
| forest_projects | 19 | 0 | 95 |
| Target_PAs | 19 | 0 | 95 |
| landuse_mining_USGS_2009_SOKNOT_SOKNOT | 19 | 0 | 95 |
| Basin | 20 | 1 | 95 |
| Cheetah | 21 | 1 | 95 |
| SOKNOT_corridor_network1 | 24 | 9 | 95 |
| Regions | 30 | 1 | 95 |
| polygons | 32 | 23 | 95 |
| catchments_hydroshed_15s_b | 32 | 2 | 95 |
| Planned Major Roads and Rails | 33 | 0 | 95 |
| Development Corridors | 33 | 0 | 95 |
| Giraffe | 33 | 1 | 95 |
| Wildlife_CorridorsStatus_DRSRS_KWS_CorridorReport2013_SOKNOT | 38 | 0 | 95 |
| Demography (FB AI- 2018) | 45 | 0 | 95 |
| Corridors-Lines | 46 | 0 | 95 |
| VLFRs | 47 | 4 | 95 |
| Mara River | 47 | 0 | 95 |
| Mara River | 47 | 0 | 95 |
| polygons | 52 | 0 | 95 |
| SADC_TFCAs | 56 | 1 | 95 |
| Protected_Areas | 56 | 0 | 95 |
| Basin (Hydroshed Level 6) | 59 | 7 | 95 |
| Districts/Counties | 61 | 3 | 95 |
| Group_Ranches | 64 | 0 | 95 |
| Elephant | 66 | 1 | 95 |
| TZ_GCA_Conservancy_Ranch | 67 | 3 | 95 |
| Wildlife_Corridors | 68 | 0 | 95 |
| Operational Land/Seascape | 70 | 10 | 95 |
| Operational Land/Seascape | 70 | 10 | 95 |
| Coral_reef | 74 | 0 | 95 |
| Operational Landscape | 79 | 13 | 95 |
| Zebra | 92 | 2 | 95 |
| Africa_WWF_Priority_202104_Operational_Landscapes_Seascape | 96 | 16 | 95 |
| cspii_districts | 100 | 3 | 95 |
| polygons | 109 | 0 | 95 |
| basins_names_hydroshed | 113 | 7 | 95 |
| Conservancies_SOKNOT | 114 | 1 | 95 |
| Conservancies_SOKNOT | 114 | 1 | 95 |
| Conservancy | 117 | 1 | 95 |
| Fibre Cable Landing Stations | 126 | 0 | 95 |
| Buffer Zone | 132 | 18 | 95 |
| Wildebeest | 149 | 1 | 95 |
| Join_Features_to_Countries_RFP | 152 | 0 | 95 |
| Rivers | 166 | 0 | 95 |
| Community Protected Areas | 168 | 15 | 95 |
| CBOs | 168 | 15 | 95 |
| Forest Reserves | 170 | 0 | 95 |
| Forest Reserves | 170 | 0 | 95 |
| River / Stream | 171 | 0 | 95 |
| Mining concessions in Mozambique (2010) | 180 | 0 | 95 |
| polygons | 181 | 10 | 95 |
| URT - LGAs | 194 | 3 | 95 |
| Gauging Stations | 206 | 0 | 95 |
| Eastern Arc Forest | 209 | 23 | 95 |
| Major Rivers | 211 | 0 | 95 |
| Major Rivers | 211 | 0 | 95 |
| Rivers | 228 | 0 | 95 |
| LGAs | 264 | 2 | 95 |
| polygons | 292 | 6 | 95 |
| PAsinSOKNOT | 296 | 2 | 95 |
| ProtectedAreas_SOKNOT | 332 | 1 | 95 |
| ProtectedAreas_SOKNOT | 332 | 1 | 95 |
| Protected_Areas | 333 | 1 | 95 |
| geopoint | 409 | 0 | 95 |
| Main Roads | 413 | 0 | 95 |
| Wards | 416 | 2 | 95 |
| ProtectedAreas_AfricaPriorityLandscapes | 492 | 4 | 95 |
| Administration (Level 2) | 495 | 1 | 95 |
| Administration (Level 2) | 495 | 1 | 95 |
| Wards | 564 | 5 | 95 |
| utl-op-se-mrc-watersources-2024 | 578 | 0 | 95 |
| Basin (Hydroshed Level 8) | 580 | 7 | 95 |
| Power Plants (Power output MW) | 642 | 0 | 95 |
| lines | 646 | 0 | 95 |
| Forest | 856 | 3 | 95 |
| Forest 2 | 856 | 3 | 95 |
| AfricaPriority_River | 857 | 0 | 95 |
| Protected Areas | 928 | 2 | 95 |
| River | 1,084 | 0 | 95 |
| Watersources | 1,112 | 0 | 95 |
| PAs_092020 | 1,159 | 1 | 95 |
| urt_catchments | 1,484 | 18 | 95 |
| RUMAKI BR (Proposed) Coordinates | 1,570 | 0 | 95 |
| Main Roads | 1,598 | 0 | 95 |
| Small airport | 1,979 | 0 | 95 |
| NamedPermanentRiverSystem_Kenya | 2,338 | 0 | 95 |
| NamedPermanentRiverSystem_Kenya | 2,338 | 0 | 95 |
| Dams | 2,586 | 0 | 95 |
| Basin (Hydroshed Level 10) | 2,696 | 10 | 95 |
| Ug_Roads | 3,281 | 0 | 95 |
| Railway | 3,840 | 0 | 95 |
| Roads | 4,946 | 0 | 95 |
| Districts | 6,099 | 13 | 95 |
| World Database on Protected Areas | 7,438 | 1 | 95 |
| urt_basin | 7,740 | 5 | 95 |
| Rivers | 8,997 | 0 | 95 |
| Electricity Transmission Network | 9,759 | 0 | 95 |
| Wetlands/Swamps | 12,039 | 0 | 95 |
| Fire Incidences Grid (2000-2019) | 14,692 | 0 | 95 |
| MARXAN-CRUZ PU SF-Score | 14,692 | 0 | 95 |
| MARXAN-CRUZ PU Status | 14,692 | 0 | 95 |
| MARXAN-CRUZ PU SF-Score | 14,692 | 0 | 95 |
| MARXAN-CRUZ PU Status | 14,692 | 0 | 95 |
| LULC 2010 NAFORMA | 16,871 | 1,259 | 95 |
| Divisions | 17,649 | 9 | 95 |
| Roads1 | 20,417 | 0 | 95 |
| Irrigated Areas | 23,095 | 1 | 95 |
| Agro-Ecological Zones | 25,791 | 17 | 95 |
| Population Points (RS AI) 2018) | 26,336 | 0 | 95 |
| Zones | 26,984 | 797 | 95 |
| Zones | 27,781 | 802 | 95 |
| lulc_2015_naforma | 33,435 | 0 | 95 |
| Rivers1 | 48,033 | 0 | 95 |
| Carbon projects: Tanzania | 15 | 0 | 90 |
| Seagrass (UNEP-WCMC): Tanzania | 153 | 0 | 90 |
| Salt marsh (UNEP-WCMC): Tanzania | 1 | 0 | 90 |
| Community and nature projects (UNDP): Tanzania | 19 | 0 | 90 |
| Fences | 148,597 | 0 | 95 |
| LULC 2025 BAU Min. Scenario | 181,238 | 3,341 | 95 |
| Elephant Track | 276,722 | 0 | 95 |
| LULC 2025 GE Scenario | 329,368 | 8,517 | 95 |
| LULC 2025-GE Scenario | 336,993 | 11,594 | 95 |
| LULC 2025-BAU Min. Scenario | 342,044 | 3,671 | 95 |
| LULC 2025 BAU Max. Scenario | 525,756 | 7,959 | 95 |
| LULC 2025-BAU Max. Scenario | 736,076 | 12,333 | 95 |
| FB-AI-Population Distribution | 969,481 | 0 | 95 |
Recommendations
High 4 of 9 themes have no data yet
Atlas holds no records for: Blue Carbon, Restoration Sites, Wildlife & Habitats, Farming & Livelihoods. Seagrass and salt marsh would come from UNEP-WCMC global datasets; carbon projects from the Verra and Gold Standard registries; community projects from partner programmes.
Action: Ingest the planned sources listed in the Source Catalogue, starting with Global Mangrove Watch, UNEP-WCMC seagrass and salt marsh, and the carbon registries.
High Licence terms to be confirmed for 209 datasets
Licence terms are being confirmed with the publisher. Atlas holds the data for scientific and internal use and shows the original attribution, but cannot grant bulk redistribution rights.
Action: Request written permission from WWF Kenya, KMFRI and KFS for redistribution and derivative products.
Medium Net loss of mangrove since 1996
Global Mangrove Watch maps 114,277 ha of mangrove in Tanzania in 1996 and 113,237 ha in 2025: a net loss of 1,040 ha (-0.9%), about 36 ha per year. This is the net balance of total mapped area; gains and losses inside the country can cancel out, so real loss may be larger.
Action: Overlay consecutive epochs to locate where the losses occurred and check them against pressures such as clearing, ports and aquaculture.
Medium Most polygons are very small, but most area sits in large stands
40.1% of the 7,458 mapped polygons are under 0.1 ha, yet patches of 10 ha or more hold 95.8% of all mangrove area. Management and monitoring effort should focus on the large stands, while the small-patch tail needs checking against satellite imagery.
Action: Prioritise field verification of large stands; review the sub-0.1 ha tail for mapping artefacts.
Datasets & sources
| Dataset | Publisher | Features |
|---|---|---|
| Global Mangrove Watch: mangrove extent 2020, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 7,879 |
| Global Mangrove Watch: mangrove extent 1996, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 8,046 |
| Global Mangrove Watch: mangrove extent 2007, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 8,419 |
| Global Mangrove Watch: mangrove extent 2010, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 7,750 |
| Global Mangrove Watch: mangrove extent 2015, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 7,588 |
| Global Mangrove Watch v4.1: mangrove extent 2025, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 10,455 |
| Global Mangrove Watch v4.1: mangrove extent 2020, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 7,458 |
| Global Mangrove Watch v4.1: mangrove extent 2015, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 6,895 |
| Global Mangrove Watch v4.1: mangrove extent 2010, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 6,377 |
| Global Mangrove Watch v4.1: mangrove extent 2005, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 6,602 |
| Global Mangrove Watch v4.1: mangrove extent 2000, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 6,784 |
| Global Mangrove Watch v4.1: mangrove extent 1996, Tanzania | Global Mangrove Watch (Aberystwyth University, soloEO, Wetlands International, UNEP-WCMC, JAXA) | 6,547 |
| Ruvuma Landscape | WWF Kenya | 1 |
| Tanzania +EEZ | WWF Kenya | 1 |
| Selous WHS | WWF Kenya | 1 |
| Wetlands (River) | WWF Kenya | 1 |
| Lindi-Mtwara-Ruvuma | WWF Kenya | 1 |
| SAGCOT Region | WWF Kenya | 1 |
| Ruaha Sub-Basin | WWF Kenya | 1 |
| Mbarali Catchment | WWF Kenya | 1 |
| Ndembera Catchment | WWF Kenya | 1 |
| Ruvuma | WWF Kenya | 1 |
| African Rift Lakes | WWF Kenya | 1 |
| Ruvuma_Landscape | WWF Kenya | 1 |
| SOKNOT_Boundary | WWF Kenya | 1 |
| Boundary | WWF Kenya | 1 |
| URT (+EEZ) | WWF Kenya | 1 |
| Arusha Region | WWF Kenya | 1 |
| Longido District | WWF Kenya | 1 |
| Enduimet WMA | WWF Kenya | 1 |
| MaB_AoI | WWF Kenya | 1 |
| Mangrove_agb_dissolved | WWF Kenya | 1 |
| polygons | WWF Kenya | 1 |
| polygons | WWF Kenya | 1 |
| rufiji_delta_mangroves | WWF Kenya | 1 |
| RUMAKI BR (Proposed) | WWF Kenya | 1 |
| polygons | WWF Kenya | 1 |
| SOKNOT_Landscape | WWF Kenya | 1 |
| lulc_final_may13_mangroves | WWF Kenya | 1 |
| Umba Basin | WWF Kenya | 1 |
| National Park | WWF Kenya | 1 |
| National Park 2 | WWF Kenya | 1 |
| tza_eez | WWF Kenya | 1 |
| Tanzania (+EEZ) | WWF Kenya | 1 |
| Ruvuma Landscape | WWF Kenya | 1 |
| Tanzania +EEZ | WWF Kenya | 1 |
| Plateaus | WWF Kenya | 2 |
| cspii_umbrella_type | WWF Kenya | 2 |
| National_Parks | WWF Kenya | 3 |
| polygons | WWF Kenya | 3 |
| Buildings | WWF Kenya | 4 |
| cspii_umbrella | WWF Kenya | 4 |
| polygons | WWF Kenya | 4 |
| CSPIII - Priority Areas | WWF Kenya | 4 |
| wwf-tco_priority_areas_2020 | WWF Kenya | 4 |
| Mtwara Corridor | WWF Kenya | 5 |
| Umbrella Land/Seascape | WWF Kenya | 5 |
| Umbrella Land/Seascape | WWF Kenya | 5 |
| Circles | WWF Kenya | 5 |
| Corridors | WWF Kenya | 6 |
| SAGCOT Clusters | WWF Kenya | 6 |
| polygons | WWF Kenya | 6 |
| Districts | WWF Kenya | 6 |
| AfricaPriorityLandscapes | WWF Kenya | 7 |
| Wards | WWF Kenya | 7 |
| rufijidelta_mangrove_covarage | WWF Kenya | 7 |
| Mariculture_Cage_Capability | WWF Kenya | 7 |
| EAC_MZQ_ForestProgramme_Countries | WWF Kenya | 8 |
| Zones | WWF Kenya | 8 |
| polygons | WWF Kenya | 8 |
| Offices | WWF Kenya | 8 |
| Regions/Provinces | WWF Kenya | 9 |
| SOKNOT Sublandscapes | WWF Kenya | 9 |
| flr_9 | WWF Kenya | 9 |
| polygons | WWF Kenya | 10 |
| Umba Catchments | WWF Kenya | 10 |
| Umba Catchments 2 | WWF Kenya | 10 |
| polygons | WWF Kenya | 11 |
| Cities/Municipalities | WWF Kenya | 12 |
| Cities/Municipalities | WWF Kenya | 12 |
| WMAs | WWF Kenya | 13 |
| FLRi Countries | WWF Kenya | 13 |
| FLRi Countries | WWF Kenya | 13 |
| cspii_operational | WWF Kenya | 13 |
| polygons | WWF Kenya | 13 |
| Mara River | WWF Kenya | 13 |
| Eastern Arc Forest (Blocks) | WWF Kenya | 13 |
| Eastern Arc Forest (Blocks) 2 | WWF Kenya | 13 |
| polygons | WWF Kenya | 13 |
| Cities/Towns | WWF Kenya | 13 |
| CSPIII - Sub-land/seascape | WWF Kenya | 13 |
| Sub-land/seascape (Names) | WWF Kenya | 13 |
| CSPIII - Sub-land/seascape | WWF Kenya | 13 |
| Path/Tracks | WWF Kenya | 15 |
| polygons | WWF Kenya | 17 |
| Villages | WWF Kenya | 17 |
| Lion | WWF Kenya | 17 |
| Mangroves_ch_classes | WWF Kenya | 18 |
| Umba River | WWF Kenya | 18 |
| forest_projects | WWF Kenya | 19 |
| Target_PAs | WWF Kenya | 19 |
| landuse_mining_USGS_2009_SOKNOT_SOKNOT | WWF Kenya | 19 |
| Basin | WWF Kenya | 20 |
| Cheetah | WWF Kenya | 21 |
| SOKNOT_corridor_network1 | WWF Kenya | 24 |
| Regions | WWF Kenya | 30 |
| polygons | WWF Kenya | 32 |
| catchments_hydroshed_15s_b | WWF Kenya | 32 |
| Planned Major Roads and Rails | WWF Kenya | 33 |
| Development Corridors | WWF Kenya | 33 |
| Giraffe | WWF Kenya | 33 |
| Wildlife_CorridorsStatus_DRSRS_KWS_CorridorReport2013_SOKNOT | WWF Kenya | 38 |
| Demography (FB AI- 2018) | WWF Kenya | 45 |
| Corridors-Lines | WWF Kenya | 46 |
| VLFRs | WWF Kenya | 47 |
| Mara River | WWF Kenya | 47 |
| Mara River | WWF Kenya | 47 |
| polygons | WWF Kenya | 52 |
| SADC_TFCAs | WWF Kenya | 56 |
| Protected_Areas | WWF Kenya | 56 |
| Basin (Hydroshed Level 6) | WWF Kenya | 59 |
| Districts/Counties | WWF Kenya | 61 |
| Group_Ranches | WWF Kenya | 64 |
| Elephant | WWF Kenya | 66 |
| TZ_GCA_Conservancy_Ranch | WWF Kenya | 67 |
| Wildlife_Corridors | WWF Kenya | 68 |
| Operational Land/Seascape | WWF Kenya | 70 |
| Operational Land/Seascape | WWF Kenya | 70 |
| Coral_reef | WWF Kenya | 74 |
| Operational Landscape | WWF Kenya | 79 |
| Zebra | WWF Kenya | 92 |
| Africa_WWF_Priority_202104_Operational_Landscapes_Seascape | WWF Kenya | 96 |
| cspii_districts | WWF Kenya | 100 |
| polygons | WWF Kenya | 109 |
| basins_names_hydroshed | WWF Kenya | 113 |
| Conservancies_SOKNOT | WWF Kenya | 114 |
| Conservancies_SOKNOT | WWF Kenya | 114 |
| Conservancy | WWF Kenya | 117 |
| Fibre Cable Landing Stations | WWF Kenya | 126 |
| Buffer Zone | WWF Kenya | 132 |
| Wildebeest | WWF Kenya | 149 |
| Join_Features_to_Countries_RFP | WWF Kenya | 152 |
| Rivers | WWF Kenya | 166 |
| Community Protected Areas | WWF Kenya | 168 |
| CBOs | WWF Kenya | 168 |
| Forest Reserves | WWF Kenya | 170 |
| Forest Reserves | WWF Kenya | 170 |
| River / Stream | WWF Kenya | 171 |
| Mining concessions in Mozambique (2010) | WWF Kenya | 180 |
| polygons | WWF Kenya | 181 |
| URT - LGAs | WWF Kenya | 194 |
| Gauging Stations | WWF Kenya | 206 |
| Eastern Arc Forest | WWF Kenya | 209 |
| Major Rivers | WWF Kenya | 211 |
| Major Rivers | WWF Kenya | 211 |
| Rivers | WWF Kenya | 228 |
| LGAs | WWF Kenya | 264 |
| polygons | WWF Kenya | 292 |
| PAsinSOKNOT | WWF Kenya | 296 |
| ProtectedAreas_SOKNOT | WWF Kenya | 332 |
| ProtectedAreas_SOKNOT | WWF Kenya | 332 |
| Protected_Areas | WWF Kenya | 333 |
| geopoint | WWF Kenya | 409 |
| Main Roads | WWF Kenya | 413 |
| Wards | WWF Kenya | 416 |
| ProtectedAreas_AfricaPriorityLandscapes | WWF Kenya | 492 |
| Administration (Level 2) | WWF Kenya | 495 |
| Administration (Level 2) | WWF Kenya | 495 |
| Wards | WWF Kenya | 564 |
| utl-op-se-mrc-watersources-2024 | WWF Kenya | 578 |
| Basin (Hydroshed Level 8) | WWF Kenya | 580 |
| Power Plants (Power output MW) | WWF Kenya | 642 |
| lines | WWF Kenya | 646 |
| Forest | WWF Kenya | 856 |
| Forest 2 | WWF Kenya | 856 |
| AfricaPriority_River | WWF Kenya | 857 |
| Protected Areas | WWF Kenya | 928 |
| River | WWF Kenya | 1,084 |
| Watersources | WWF Kenya | 1,112 |
| PAs_092020 | WWF Kenya | 1,159 |
| urt_catchments | WWF Kenya | 1,484 |
| RUMAKI BR (Proposed) Coordinates | WWF Kenya | 1,570 |
| Main Roads | WWF Kenya | 1,598 |
| Small airport | WWF Kenya | 1,979 |
| NamedPermanentRiverSystem_Kenya | WWF Kenya | 2,338 |
| NamedPermanentRiverSystem_Kenya | WWF Kenya | 2,338 |
| Dams | WWF Kenya | 2,586 |
| Basin (Hydroshed Level 10) | WWF Kenya | 2,696 |
| Ug_Roads | WWF Kenya | 3,281 |
| Railway | WWF Kenya | 3,840 |
| Roads | WWF Kenya | 4,946 |
| Districts | WWF Kenya | 6,099 |
| World Database on Protected Areas | WWF Kenya | 7,438 |
| urt_basin | WWF Kenya | 7,740 |
| Rivers | WWF Kenya | 8,997 |
| Electricity Transmission Network | WWF Kenya | 9,759 |
| Wetlands/Swamps | WWF Kenya | 12,039 |
| Fire Incidences Grid (2000-2019) | WWF Kenya | 14,692 |
| MARXAN-CRUZ PU SF-Score | WWF Kenya | 14,692 |
| MARXAN-CRUZ PU Status | WWF Kenya | 14,692 |
| MARXAN-CRUZ PU SF-Score | WWF Kenya | 14,692 |
| MARXAN-CRUZ PU Status | WWF Kenya | 14,692 |
| LULC 2010 NAFORMA | WWF Kenya | 16,871 |
| Divisions | WWF Kenya | 17,649 |
| Roads1 | WWF Kenya | 20,417 |
| Irrigated Areas | WWF Kenya | 23,095 |
| Agro-Ecological Zones | WWF Kenya | 25,791 |
| Population Points (RS AI) 2018) | WWF Kenya | 26,336 |
| Zones | WWF Kenya | 26,984 |
| Zones | WWF Kenya | 27,781 |
| lulc_2015_naforma | WWF Kenya | 33,435 |
| Rivers1 | WWF Kenya | 48,033 |
| Carbon projects: Tanzania | Berkeley Carbon Trading Project, University of California, Berkeley | 15 |
| Seagrass (UNEP-WCMC): Tanzania | UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC) and Short FT | 153 |
| Salt marsh (UNEP-WCMC): Tanzania | UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC) and Short FT | 1 |
| Community and nature projects (UNDP): Tanzania | United Nations Development Programme (UNDP) | 19 |
| Fences | WWF Kenya | 148,597 |
| LULC 2025 BAU Min. Scenario | WWF Kenya | 181,238 |
| Elephant Track | WWF Kenya | 276,722 |
| LULC 2025 GE Scenario | WWF Kenya | 329,368 |
| LULC 2025-GE Scenario | WWF Kenya | 336,993 |
| LULC 2025-BAU Min. Scenario | WWF Kenya | 342,044 |
| LULC 2025 BAU Max. Scenario | WWF Kenya | 525,756 |
| LULC 2025-BAU Max. Scenario | WWF Kenya | 736,076 |
| FB-AI-Population Distribution | WWF Kenya | 969,481 |
Methods & limits
Areas and lengths are recomputed on the WGS 84 ellipsoid; units are harmonised (ha, m, %, UTC). The mapping is a single 2019 epoch; the source publishes no licence; field plots are a sample; scenario figures are illustrative assumptions. Cite the original publishers listed above. Full methods: Methodologies page.