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global-30x30 — geo-agent app

A geo-agent configuration for exploring the spatial and social context of the Kunming-Montreal Global Biodiversity Framework Target 3 ("30×30") — the commitment that at least 30% of terrestrial, inland water, marine and coastal areas be effectively conserved by 2030.

Inspired by the analysis in Fajardo et al. 2026, Social implications of the 30×30 global conservation target (Nature Communications, doi:10.1038/s41467-026-71860-8). See coverage.md for which of that paper's analyses can and cannot be reproduced from the current STAC catalog.

Layers

  • WDPA December 2025 — current global protected areas
  • LandMark IPLC v202509 — Indigenous and community-mapped lands
  • WWF Terrestrial Ecoregions (2017) — biodiversity representation framing
  • IUCN Species Richness (2025) — vertebrate richness rasters
  • NCP — Biodiversity & Natural Habitat (Chaplin-Kramer 2019) and Irrecoverable / Vulnerable Carbon (Noon 2022)
  • GHS-POP 2020 — gridded global population
  • Overture countries / regions — admin context

Repository structure

index.html          ← HTML shell — loads core JS/CSS from CDN
layers-input.json   ← STAC collections + LLM settings + welcome examples
system-prompt.md    ← LLM system prompt (30×30 framing + caveats)
k8s/                ← Kubernetes deployment manifests (optional)

This is a fork of boettiger-lab/geo-agent-template; the JavaScript runtime is loaded from CDN. See the geo-agent docs for the full configuration reference.

Local preview

python -m http.server 8000
# Open http://localhost:8000 — enter an API key in the settings panel

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Geo-agent app for exploring 30×30 / Kunming-Montreal Target 3 — protected areas, populations, Indigenous lands, biodiversity, and carbon (inspired by Fajardo et al. 2026)

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