Environmental coherence framework for multi-sensor remote sensing: water hyacinth assessment in Lake Tana
Mohamed Rami Mahmoud, Luis A Garcia, Ahmed Abd Elhamid, Mostafa Aboelkhear · 2026
Read Environmental coherence framework for multi-sensor remote sensing: water hyacinth assessment in Lake Tana by Mohamed Rami Mahmoud, Luis A Garcia, Ahmed Abd Elhamid, Mostafa Aboelkhear (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13133331.txt.
Description
Mohamed Rami Mahmoud and three co-authors built a new way to grade satellite reads of an invasive weed. Their study, from twenty twenty-six, deals with water hyacinth in Lake Tana, Ethiopia. This lake feeds the Blue Nile, and the weed chokes its surface. Field surveys are too sparse to grade the reads by ground truth. Their frame grades them by how well they track weather and water drivers, a known stand in path.
They ran eleven years of reads from three satellite lines through eleven methods. Two Sentinel based marks scored best on their coherence scale. Readers who watch lakes get a way to trust space reads when boots on the ground are few.
Catalog record
| CREATOR | Mohamed Rami Mahmoud, Luis A Garcia, Ahmed Abd Elhamid, Mostafa Aboelkhear |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 82 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |