Leaves.PH v0.7.0: dataset card

README.md

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+---
+license: cc-by-4.0
+language:
+  - en
+pretty_name: "Leaves.PH: Metro Manila tree-canopy series"
+tags:
+  - remote-sensing
+  - urban-canopy
+  - sentinel-2
+  - metro-manila
+  - geospatial
+viewer: false
+---
+
+# Leaves.PH: Metro Manila tree-canopy series
+
+Open per-LGU and per-barangay annual tree-canopy estimates for the 17 LGUs of
+Metro Manila (2019 to 2026), measured from Sentinel-2 imagery with a
+human-calibrated classifier. Canopy here is a dense-vegetation proxy, not a
+pixel-exact tree census. Read each year as a cross-sectional snapshot, not a
+validated change series.
+
+## What is in this repo
+
+- `per_lgu/per_lgu_canopy_2019_2026.csv`, `per_barangay/per_barangay_canopy_2019_2026_model.csv`: the published canopy series.
+- `MODEL_CARD.md`, `BENCHMARKS.md`, `RESULTS.md`: accuracy, intended use, known biases, and the 656-label evaluation. All metrics live here.
+- `canopy_model/`: the published classifier, its 656 manual gold labels, and the ablation it was chosen from.
+- `validation_v3/*.png`: per-LGU visual validation panels.
+
+The CLIP detection artefacts are a separate research track (in optimization) and
+are not the source of any published figure.
+
+## Links
+
+- Code and full methodology: https://github.com/xmpuspus/leaves-ph
+- Interactive map: https://leaves.ph
+- Model repository: https://huggingface.co/xmpuspus/leaves-ph
+- DOI: https://doi.org/10.5281/zenodo.20470306
+
+## License
+
+Data: CC-BY-4.0. Code (in the GitHub repository): MIT. Upstream inputs retain
+their own licenses (Copernicus Sentinel-2, Hansen GFC, ESA WorldCover, Google
+Dynamic World, Meta Canopy Height, OpenStreetMap, PSA); see the repository
+LICENSE for the required attribution string.
+
+## Citation
+
+```
+@software{puspus_leaves_ph_2026,
+  title  = {Leaves.PH: open tree-canopy measurement for Metro Manila},
+  author = {Puspus, Xavier},
+  year   = {2026},
+  version = {0.7.0},
+  doi    = {10.5281/zenodo.20470306},
+  url    = {https://github.com/xmpuspus/leaves-ph}
+}
+```