Hyperspectral proximal sensing shows clear relation between Spatial pattern of leaf traits and bacterial alpha diversity
Fanhao Kong, Annabell Rosemarie Wagner, Susanne Walden, Eric Martiné, Sebastian Achilles, Lucy Saueressig, Stella Drechsler, Lars Opgenoorth, Robert R Junker, Hamed Azarbad, Mona Schreiber, Maaike Y Bader, Jörg Bendix · 2025
Read Hyperspectral proximal sensing shows clear relation between Spatial pattern of leaf traits and bacterial alpha diversity by Fanhao Kong, Annabell Rosemarie Wagner, Susanne Walden, Eric Martiné, Sebastian Achilles, Lucy Saueressig, Stella Drechsler, Lars Opgenoorth, Robert R Junker, Hamed Azarbad, Mona Schreiber, Maaike Y Bader, Jörg Bendix (2025) 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-12756227.txt.
Description
Fanhao Kong and co-authors present a 2025 study on reading leaf bacteria from leaf light. Bacteria that live on leaves affect gas flows tied to climate. Their spread across a leaf is hard to map with lab tests alone. The team used a close-range scan that reads many light bands from a leaf surface.
Learning models used those scans to predict leaf traits and the richness of leaf bacteria. The models held up under varied heat, light, and water settings, on both sides of the leaf. Laying the two maps over each other showed fine links between leaf traits and where bacteria gather. The method could help gauge how leaf bacteria shape forest gas balance.
Catalog record
| CREATOR | Fanhao Kong, Annabell Rosemarie Wagner, Susanne Walden, Eric Martiné, Sebastian Achilles, Lucy Saueressig, Stella Drechsler, Lars Opgenoorth, Robert R Junker, Hamed Azarbad, Mona Schreiber, Maaike Y Bader, Jörg Bendix |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 58 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |