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Kenya

Kenya

Map of Kenya with 557 orange dots, each a NASA VIIRS satellite hotspot detection between 13 and 19 October 2026, and labelled arrows to Nairobi, Mombasa, Lodwar, Isiolo, Garissa, Kisumu and Lamu.
Satellite hotspot detections over Kenya, 13 to 19 Oct 2026. Each dot is a satellite hotspot detection, not a confirmed fire.Credit: NASA FIRMS VIIRS, processed by Africa Flying; outline Natural Earth. Licence: NASA open data, Natural Earth public domain. Source. Provenance.

Real imagery, free data. Pre-operations R&D, no live operations.

Nothing here is deleted. Earlier runs stay below, labelled with their date. Previous runs for every country.

not measured

LAPSSET

LAPSSET corridor

not measured

Satellite rows

Public pipeline satellite rows.

not measured

Figures from the 17 Oct 2026 probe
Feature frame of the research prototype model. Values: Feature rows 1,008, Locations 35, Test windows 69. Arrow: the offline test reused the same 1,008-row file.
Feature frame of the research prototype model. Arrow: the offline test reused the same 1,008-row file.Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailCredit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.
Research prototype model (offline test) error against persistence. Values: Train model 0.09191, Train persistence 0.10574, Validation model 0.07684, Validation persistence 0.09412, Test model 0.05058, Test persistence 0.05990. Arrow: test RMSE 0.05058 on 69 windows, below persistence on those windows.
Research prototype model (offline test) error against persistence.Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailArrow: test RMSE 0.05058 on 69 windows, below persistence on those windows.Credit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.
Kenya next-step NDVI, one point. Values: Predicted NDVI 0.2747. Arrow: one point at -0.1022, 34.7617. Last observation 2026-10-14.
Kenya next-step NDVI, one point.Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailArrow: one point at -0.1022, 34.7617. Last observation 2026-10-14.Credit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.
Gap between NDVI observations. Values: Median gap, days 5, Sequence length 14, API horizon max 7. Arrow: the median gap is 5 days. Missing days are not filled.
Gap between NDVI observations.Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailArrow: the median gap is 5 days. Missing days are not filled.Credit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.
Location split of the research prototype model (offline test). Values: Train locations 25, Validation locations 5, Test locations 5, Train windows 402, Validation windows 69, Test windows 69. Arrow: the test score uses 69 windows.
Location split of the research prototype model (offline test).Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailArrow: the test score uses 69 windows.Credit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.
Kenya 2020 remoteness sample. Values: Share beyond 10 km 0.6387, Share beyond 25 km 0.2204, Share beyond 50 km 0.029. Arrow: 0.6387 of the 2020 population grid is beyond 10 km from an airfield.
Kenya 2020 remoteness sample.Credit: Africa Flying pipeline records. Licence: Project content. Source: Africa Flying pipeline records, 17 Oct 2026.
More detailArrow: 0.6387 of the 2020 population grid is beyond 10 km from an airfield.Credit: Africa Flying pipeline: 17 Oct 2026 domain probe. Licence: Project content; the numbers are the project's own records or computed from stated assumptions.

Sentinel-2 crops of the stored Kenya LAPSSET anchors. Corridor numbers on this page stay the public summary.

Sentinel-2 true-colour crop centred on the stored coordinate for Faza, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Faza, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.056, 41.112), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Hindi, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Hindi, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.178, 40.819), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Kililana / Manda Bay commercial port, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Kililana / Manda Bay commercial port, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.1983, 40.9336), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Kiunga, Kenya, acquired 2026-08-14. An arrow marks that stored point. Whole-scene cloud cover is 21.5 percent. This is a catalog crop, not a surveyed map and not a flight.
Kiunga, Sentinel-2, 2026-08-14.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-1.74, 41.49), not a surveyed building. Whole-scene cloud cover 21.5 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Kiwayu, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Kiwayu, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.012, 41.27), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Lamu, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Lamu, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.2667, 40.9), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Lamu Old Town waterfront (heritage harbour), Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Lamu Old Town waterfront (heritage harbour), Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.2717, 40.902), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Mokowe, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Mokowe, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.234, 40.847), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Mpeketoni, Kenya, acquired 2026-09-28. An arrow marks that stored point. Whole-scene cloud cover is 21.6 percent. This is a catalog crop, not a surveyed map and not a flight.
Mpeketoni, Sentinel-2, 2026-09-28.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.38913, 40.69812), not a surveyed building. Whole-scene cloud cover 21.6 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Pate, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Pate, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.142, 40.998), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Shela, Kenya, acquired 2026-10-15. An arrow marks that stored point. Whole-scene cloud cover is 21.1 percent. This is a catalog crop, not a surveyed map and not a flight.
Shela, Sentinel-2, 2026-10-15.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.293, 40.914), not a surveyed building. Whole-scene cloud cover 21.1 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.
Sentinel-2 true-colour crop centred on the stored coordinate for Witu, Kenya, acquired 2026-09-08. An arrow marks that stored point. Whole-scene cloud cover is 19.3 percent. This is a catalog crop, not a surveyed map and not a flight.
Witu, Sentinel-2, 2026-09-08.Credit: Copernicus Sentinel-2. Licence: Copernicus open data. Source.
More detailThe arrow marks the stored coordinate (-2.38892, 40.43827), not a surveyed building. Whole-scene cloud cover 19.3 percent.Credit: Contains modified Copernicus Sentinel-2 data 2026, processed by ESA; served by Element84 Earth Search on AWS Open Data. Licence: Copernicus Sentinel data, free, full and open access (EU Regulation 1159/2013); attribution required.

Coverage map (partial) · LAPSSET · Infrastructure map · Satellites