{"@context":"https://www.w3.org/ns/dcat","@type":"dcat:Catalog","title":"Ghana Climate Risk & Adaptation Atlas — Open Data Catalog v2.16","publisher":"Environmental Protection Authority (EPA), Ghana — Climate Change Department","contactPoint":"Nana Dr. Antwi-Boasiako Amoah · Acting Director in charge of Climate Vulnerability and Adaptation · Climate Change Department · EPA Ghana","license":"https://creativecommons.org/licenses/by/4.0/","modified":"2026-07-21T23:21:26.592949+00:00","homepage":"https://naptracker.resilicity.com","doi_status":"PENDING — real Zenodo DOI not yet bound (run backend/tools/mint_zenodo_doi.py with ZENODO_TOKEN). dct:identifier intentionally OMITTED from this manifest until binding completes so harvesters don't cache the placeholder. v2.2 third-round Wilkinson follow-up.","datasets":[{"@type":"dcat:Dataset","id":"vulnerability-mmda-2025","title":"Per-MMDA Climate Vulnerability (v2.16, 261 MMDAs, 2025)","description":"Composite climate vulnerability per Ghana MMDA derived from IPCC AR6 WGII framing. Exposure components computed from CHIRPS, MODIS LST, JRC CEMS-GLOFAS, Hansen GFC, UNDP-AF 2018 coastal, and NEX-GDDP-CMIP6 via Google Earth Engine. Sensitivity + capacity components from PHC 2021, GLSS-7, MPI 2020, WFP Cadre Harmonisé, MoH HMIS, MoLG IGF.","spatial":"Ghana (national, 261 MMDAs)","temporal":"2025","distributions":[{"format":"json","downloadURL":"https://naptracker.resilicity.com/api/vulnerability"},{"format":"csv","downloadURL":"https://naptracker.resilicity.com/api/open-data/vulnerability.csv"},{"format":"geojson","downloadURL":"https://naptracker.resilicity.com/api/vulnerability/polygons"}]},{"@type":"dcat:Dataset","id":"cmip6-projections-2030-2050","title":"CMIP6 Climate Projections per Ghana MMDA (SSP2-4.5 + SSP5-8.5, 2030 + 2050)","description":"NASA NEX-GDDP-CMIP6 5-GCM ensemble (ACCESS-CM2, CMCC-ESM2, EC-Earth3, GFDL-ESM4, MPI-ESM1-2-HR), baseline 1995-2014. Per-MMDA temperature anomaly, precipitation anomaly, hot-day count.","spatial":"Ghana (national, 259 MMDAs)","temporal":"2030 + 2050 horizons","distributions":[{"format":"json","downloadURL":"https://naptracker.resilicity.com/api/projections/by-mmda"},{"format":"csv","downloadURL":"https://naptracker.resilicity.com/api/open-data/projections.csv"}]},{"@type":"dcat:Dataset","id":"loss-and-damage-register","title":"Ghana L&D Event Register (Environmental Protection Act 2025 (Act 1124) Chapter 5)","description":"Public register of climate-driven loss-and-damage events with quantified human + economic impact, hazard classification, MMDA-link, and full citation chain.","spatial":"Ghana (national)","distributions":[{"format":"json","downloadURL":"https://naptracker.resilicity.com/api/ld/events"}]},{"@type":"dcat:Dataset","id":"adaptation-finance-rio-markers","title":"Ghana Adaptation Finance (OECD CRS × Rio Markers + NAP-need additionality)","description":"Project-level adaptation-finance receipts for Ghana from OECD-DAC CRS with Rio markers + additionality gap calculation against the NAP 2025 Table 47 need.","distributions":[{"format":"json","downloadURL":"https://naptracker.resilicity.com/api/finance/dashboard"}]},{"@type":"dcat:Dataset","id":"audit-reproducibility-manifest","title":"Atlas Reproducibility Manifest (SHA-256 file hashes)","description":"Per-file SHA-256 hashes of every data-source module + methodology version + software version. Lets any reviewer reconstruct or audit the state of the Atlas at a given point.","distributions":[{"format":"json","downloadURL":"https://naptracker.resilicity.com/api/audit/reproducibility-manifest"}]}]}