Atlas · Mozambique
/
Data Quality
DATA
Data Quality
A transparent scorecard for every dataset: valid shapes, provenance coverage, internal consistency, verification and licence clarity. Known issues are listed openly so scientists can judge fitness for use.
Average score
95 / 100
Across all datasets
Features with provenance
2,544,532 / 2,544,532
Every feature traced to its source
Geometries repaired
21,237
Invalid shapes fixed on import
Datasets with a stated licence
15 / 91
Others held for internal use
Scorecard
Score = valid geometry 30% · provenance 25% · no flagged values 15% · unique IDs 15% · verification 10% · licence 5%
| Dataset | Score | Features | Provenance | No geometry | Repaired | Duplicate IDs | Flagged | Rejected values | Verified | Licence |
|---|---|---|---|---|---|---|---|---|---|---|
| Global Mangrove Watch: mangrove extent 202... | 100/100 |
30,731 | 30,731 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 199... | 100/100 |
22,182 | 22,182 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 200... | 100/100 |
22,564 | 22,564 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 201... | 100/100 |
24,422 | 24,422 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 201... | 100/100 |
23,246 | 23,246 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
30,693 | 30,693 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
24,899 | 24,899 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
21,945 | 21,945 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
18,287 | 18,287 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
19,141 | 19,141 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
18,919 | 18,919 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
17,265 | 17,265 | 0 | 0 | 0 | 0 | 0 | stated | |
| Mozambique +EEZ | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Niassa NR | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Ramsar Site | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Coastal East Africa | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Coastal East Africa Marine | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| polygons | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Mozambique +EEZ | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Niassa NR | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Ramsar Site | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| National_Parks | 95/100 |
3 | 3 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Oil and Gas Basins | 95/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Basins_KAZA | 95/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | not stated | |
| polygons | 95/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Corridors | 95/100 |
6 | 6 | 0 | 0 | 0 | 0 | 0 | not stated | |
| EAC_MZQ_ForestProgramme_Countries | 95/100 |
8 | 8 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Regions/Provinces | 95/100 |
9 | 9 | 0 | 1 | 0 | 0 | 0 | not stated | |
| flr_9 | 95/100 |
9 | 9 | 0 | 0 | 0 | 0 | 0 | not stated | |
| polygons | 95/100 |
11 | 11 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Cities/Municipalities | 95/100 |
12 | 12 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Biodiversity Hotspots | 95/100 |
12 | 12 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Cities/Municipalities | 95/100 |
12 | 12 | 0 | 0 | 0 | 0 | 0 | not stated | |
| FLRi Countries | 95/100 |
13 | 13 | 0 | 0 | 0 | 0 | 0 | not stated | |
| FLRi Countries | 95/100 |
13 | 13 | 0 | 0 | 0 | 0 | 0 | not stated | |
| polygons | 95/100 |
17 | 17 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Basin | 95/100 |
20 | 20 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Planned Major Roads and Rails | 95/100 |
33 | 33 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Development Corridors | 95/100 |
33 | 33 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Demography (FB AI- 2018) | 95/100 |
45 | 45 | 0 | 0 | 0 | 0 | 0 | not stated | |
| SADC_TFCAs | 95/100 |
56 | 56 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Basin (Hydroshed Level 6) | 95/100 |
59 | 59 | 0 | 7 | 0 | 0 | 0 | not stated | |
| Districts/Counties | 95/100 |
61 | 61 | 0 | 3 | 0 | 0 | 0 | not stated | |
| Operational Land/Seascape | 95/100 |
70 | 70 | 0 | 10 | 0 | 0 | 0 | not stated | |
| Operational Land/Seascape | 95/100 |
70 | 70 | 0 | 10 | 0 | 0 | 0 | not stated | |
| Operational Landscape | 95/100 |
79 | 79 | 0 | 13 | 0 | 0 | 0 | not stated | |
| Africa_WWF_Priority_202104_Operational_Lan... | 95/100 |
96 | 96 | 0 | 16 | 0 | 0 | 0 | not stated | |
| basins_names_hydroshed | 95/100 |
113 | 113 | 0 | 7 | 0 | 0 | 0 | not stated | |
| Fibre Cable Landing Stations | 95/100 |
126 | 126 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Join_Features_to_Countries_RFP | 95/100 |
152 | 152 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Mining concessions in Mozambique (2010) | 95/100 |
180 | 180 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Major Rivers | 95/100 |
211 | 211 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Major Rivers | 95/100 |
211 | 211 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Rivers | 95/100 |
228 | 228 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Main Roads | 95/100 |
413 | 413 | 0 | 0 | 0 | 0 | 0 | not stated | |
| ProtectedAreas_AfricaPriorityLandscapes | 95/100 |
492 | 492 | 0 | 4 | 0 | 0 | 0 | not stated | |
| Administration (Level 2) | 95/100 |
495 | 495 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Administration (Level 2) | 95/100 |
495 | 495 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Wards | 95/100 |
564 | 564 | 0 | 5 | 0 | 0 | 0 | not stated | |
| Basin (Hydroshed Level 8) | 95/100 |
580 | 580 | 0 | 7 | 0 | 0 | 0 | not stated | |
| Power Plants (Power output MW) | 95/100 |
642 | 642 | 0 | 0 | 0 | 0 | 0 | not stated | |
| AfricaPriority_River | 95/100 |
857 | 857 | 0 | 0 | 0 | 0 | 0 | not stated | |
| urt_catchments | 95/100 |
1,484 | 1,484 | 0 | 18 | 0 | 0 | 0 | not stated | |
| Main Roads | 95/100 |
1,598 | 1,598 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Small airport | 95/100 |
1,979 | 1,979 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Dams | 95/100 |
2,586 | 2,586 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Basin (Hydroshed Level 10) | 95/100 |
2,696 | 2,696 | 0 | 10 | 0 | 0 | 0 | not stated | |
| Roads | 95/100 |
4,946 | 4,946 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Districts | 95/100 |
6,099 | 6,099 | 0 | 13 | 0 | 0 | 0 | not stated | |
| World Database on Protected Areas | 95/100 |
7,438 | 7,438 | 0 | 1 | 0 | 0 | 0 | not stated | |
| urt_basin | 95/100 |
7,740 | 7,740 | 0 | 5 | 0 | 0 | 0 | not stated | |
| Rivers | 95/100 |
8,997 | 8,997 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Electricity Transmission Network | 95/100 |
9,759 | 9,759 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Wetlands/Swamps | 95/100 |
12,039 | 12,039 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Fire Incidences Grid (2000-2019) | 95/100 |
14,692 | 14,692 | 0 | 0 | 0 | 0 | 0 | not stated | |
| MARXAN-CRUZ PU SF-Score | 95/100 |
14,692 | 14,692 | 0 | 0 | 0 | 0 | 0 | not stated | |
| MARXAN-CRUZ PU Status | 95/100 |
14,692 | 14,692 | 0 | 0 | 0 | 0 | 0 | not stated | |
| MARXAN-CRUZ PU SF-Score | 95/100 |
14,692 | 14,692 | 0 | 0 | 0 | 0 | 0 | not stated | |
| MARXAN-CRUZ PU Status | 95/100 |
14,692 | 14,692 | 0 | 0 | 0 | 0 | 0 | not stated | |
| LULC 2010 NAFORMA | 95/100 |
16,871 | 16,871 | 0 | 1,259 | 0 | 0 | 0 | not stated | |
| Divisions | 95/100 |
17,649 | 17,649 | 0 | 9 | 0 | 0 | 0 | not stated | |
| Irrigated Areas | 95/100 |
23,095 | 23,095 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Agro-Ecological Zones | 95/100 |
25,791 | 25,791 | 0 | 17 | 0 | 0 | 0 | not stated | |
| lulc_2015_naforma | 95/100 |
33,435 | 33,435 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Carbon projects: Mozambique | 90/100 |
14 | 14 | 0 | 0 | 0 | 0 | 0 | — | stated |
| Seagrass (UNEP-WCMC): Mozambique | 90/100 |
179 | 179 | 0 | 0 | 0 | 0 | 0 | — | stated |
| Community and nature projects (UNDP): Moza... | 90/100 |
13 | 13 | 0 | 0 | 0 | 0 | 0 | — | stated |
| LULC 2025 BAU Min. Scenario | 95/100 |
181,238 | 181,238 | 0 | 3,341 | 0 | 0 | 0 | not stated | |
| LULC 2025 GE Scenario | 95/100 |
329,368 | 329,368 | 0 | 8,517 | 0 | 0 | 0 | not stated | |
| LULC 2025 BAU Max. Scenario | 95/100 |
525,756 | 525,756 | 0 | 7,959 | 0 | 0 | 0 | not stated | |
| FB-AI-Population Distribution | 95/100 |
969,481 | 969,481 | 0 | 0 | 0 | 0 | 0 | not stated |
Known issues & assumptions
Stated plainly so nobody is surprised laterField-plot canopy cover above 100%
One or more plots report a cover value over 100% (up to 6,070). That cannot be a percentage, so Atlas rejects the value, keeps the original and flags the plot.
Field-survey photos are not in the archive yet
The 139 plot photographs are not part of the archive yet. Their original links are kept, so the photos can be added when the publisher shares the image files.
No licence stated by the publisher
Atlas holds an archival copy for scientific and internal use and asks users to cite WWF Kenya, KMFRI and KFS. We are seeking written permission for wider redistribution.
Degree-based length and area fields excluded
Several source fields (st_area, st_length, Shape_Leng) are in degrees or square degrees, not metres or hectares. Atlas excludes them and recomputes from geometry.
Turtle timestamps assumed UTC
The source gives times without a time zone. UTC is assumed (standard for satellite telemetry) and the assumption is recorded with the data.
Unpopulated historic-area fields
The mangrove block layers carry 1990–2018 area fields that are all zero. They are treated as empty placeholders, not measurements.