Atlas · Republic of the Congo
/
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
96 / 100
Across all datasets
Features with provenance
297,487 / 297,487
Every feature traced to its source
Geometries repaired
116
Invalid shapes fixed on import
Datasets with a stated licence
14 / 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 |
571 | 571 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 199... | 100/100 |
655 | 655 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 200... | 100/100 |
609 | 609 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 201... | 100/100 |
557 | 557 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch: mangrove extent 201... | 100/100 |
573 | 573 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
1,004 | 1,004 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
913 | 913 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
877 | 877 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
955 | 955 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
975 | 975 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
1,028 | 1,028 | 0 | 0 | 0 | 0 | 0 | stated | |
| Global Mangrove Watch v4.1: mangrove exten... | 100/100 |
1,071 | 1,071 | 0 | 0 | 0 | 0 | 0 | stated | |
| Proposed Chollet Dam | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Proposed National Park | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Dja-Odzala-Minkébé - TRIDOM | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Boundary official | 95/100 |
1 | 1 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Tridom Boundary with extra Hippos | 95/100 |
1 | 1 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Congo Segment | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Proposed Protected Area | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| PNNP Limits | 95/100 |
1 | 1 | 0 | 0 | 0 | 0 | 0 | not stated | |
| TRIDOM Boundary Hippo Inclusive | 95/100 |
1 | 1 | 0 | 1 | 0 | 0 | 0 | not stated | |
| WCB_Boundary | 95/100 |
1 | 1 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Waterfalls | 95/100 |
2 | 2 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Sanctuaire | 95/100 |
2 | 2 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Processing Units | 95/100 |
2 | 2 | 0 | 0 | 0 | 0 | 0 | not stated | |
| TRIDOM Country Intersection | 95/100 |
3 | 3 | 0 | 0 | 0 | 0 | 0 | not stated | |
| GAB_COG_CMR | 95/100 |
3 | 3 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Ramsar sites | 95/100 |
3 | 3 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Mining Concessions SIGHT 2021 | 95/100 |
3 | 3 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Dams | 95/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Ramsar sites | 95/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Umbrella Land/Seascape | 95/100 |
5 | 5 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Umbrella Land/Seascape | 95/100 |
5 | 5 | 0 | 0 | 0 | 0 | 0 | not stated | |
| AfricaPriorityLandscapes | 95/100 |
7 | 7 | 0 | 2 | 0 | 0 | 0 | not stated | |
| National Park | 95/100 |
8 | 8 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Principal Mining Sites | 95/100 |
8 | 8 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Proposed Wildlife Corridor | 95/100 |
10 | 10 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Congo Departments 2010 | 95/100 |
10 | 10 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom_buffer_OSM_airports | 95/100 |
10 | 10 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Airports | 95/100 |
11 | 11 | 0 | 0 | 0 | 0 | 0 | not stated | |
| WCB_WDPA | 95/100 |
11 | 11 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom WWF Office Locations | 95/100 |
12 | 12 | 0 | 0 | 0 | 0 | 0 | not stated | |
| ETIC Conservation Area | 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 | |
| Exploration Permit | 95/100 |
15 | 15 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Protected Areas | 95/100 |
15 | 15 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Schools | 95/100 |
19 | 19 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Main Towns | 95/100 |
31 | 31 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Development Corridors | 95/100 |
33 | 33 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Agricultural Industrial Plantations... | 95/100 |
37 | 37 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Tridom Arrondissements | 95/100 |
40 | 40 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Elephant Population Density | 95/100 |
42 | 42 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Agricultural Industrial Plantations... | 95/100 |
45 | 45 | 0 | 1 | 0 | 0 | 0 | not stated | |
| Gabon Departments | 95/100 |
49 | 49 | 0 | 3 | 0 | 0 | 0 | not stated | |
| SADC_TFCAs | 95/100 |
56 | 56 | 0 | 1 | 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 | |
| Forestry Commissions & UFA PNNP | 95/100 |
108 | 108 | 0 | 2 | 0 | 0 | 0 | not stated | |
| Congo_Basin_Tridom_Forest_Concessions | 95/100 |
120 | 120 | 0 | 2 | 0 | 0 | 0 | not stated | |
| Fibre Cable Landing Stations | 95/100 |
126 | 126 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Medical Facilities | 95/100 |
134 | 134 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Complete Mining Concessions | 95/100 |
146 | 146 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Roads | 95/100 |
180 | 180 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Protected Areas | 95/100 |
210 | 210 | 0 | 4 | 0 | 0 | 0 | not stated | |
| Rivers | 95/100 |
228 | 228 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Clearings | 95/100 |
486 | 486 | 0 | 0 | 0 | 0 | 0 | not stated | |
| ProtectedAreas_AfricaPriorityLandscapes | 95/100 |
492 | 492 | 0 | 4 | 0 | 0 | 0 | not stated | |
| Forest_Concessions | 95/100 |
535 | 535 | 0 | 11 | 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 | |
| Villages | 95/100 |
1,050 | 1,050 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Villages | 95/100 |
1,051 | 1,051 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Rivers | 95/100 |
1,585 | 1,585 | 2 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Rivers: complete | 95/100 |
1,585 | 1,585 | 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 | |
| Population Clusters | 95/100 |
2,691 | 2,691 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom Roads: complete | 95/100 |
3,741 | 3,741 | 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 | |
| Electricity Transmission Network | 95/100 |
9,759 | 9,759 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Tridom_OSM_Roads | 95/100 |
11,963 | 11,963 | 0 | 0 | 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 | |
| Carbon projects: Republic of the Congo | 90/100 |
4 | 4 | 0 | 0 | 0 | 0 | 0 | — | stated |
| Community and nature projects (UNDP): Repu... | 90/100 |
8 | 8 | 0 | 0 | 0 | 0 | 0 | — | stated |
| Roads | 95/100 |
54,384 | 54,384 | 0 | 0 | 0 | 0 | 0 | not stated | |
| Forest Roads | 95/100 |
127,758 | 127,758 | 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.