Full scientific report: Tanzania
Generated 12 November 2026, 18:39 from live Atlas data
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 |
Fragmentation & landscape metrics
- Patches
- 7,458
- Mean / median / largest
- 14.95 / 0.178 / 4,464.6 ha
- Effective mesh size
- 941.2 ha
- Largest patch index
- 4.0%
- Power-law exponent α
- 1.46
Spatial clustering
Global Moran’s I = 0.079 (z = 2.5, p = 0.013). Hot-spot cells (Gi*, ≥95%): 30; cold-spot cells: 8.
| Top hot-spot cell | Polygons | Area (ha) | Gi* z |
|---|---|---|---|
| -7.85, 39.3 | 8 | 4,291 | 3.48 |
| -7.8, 39.3 | 7 | 1,858 | 3.44 |
| -7.85, 39.35 | 53 | 931 | 3.04 |
| -8.15, 39.35 | 46 | 1,522 | 2.99 |
| -8.95, 39.4 | 21 | 435 | 2.97 |
| -9, 39.4 | 21 | 860 | 2.85 |
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
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 |