SolarMap.PH data products

data/SCHEMA.md

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+# SolarMap.PH data product schema
+
+Every file in `site/public/data/` is published under CC-BY-4.0. Cite as:
+
+> SolarMap.PH (YYYY-QN), https://github.com/xmpuspus/solar-map-ph
+
+All geometry is in EPSG:4326 (WGS84). All distances are meters unless noted.
+
+## Files
+
+| File | Granularity | Used by |
+|---|---|---|
+| `per_building_solar_ncr.geojson` | Per OSM building (commercial/industrial/public only) | `/map`, `/safety`, `/` roof lookup |
+| `residential_solar_aggregate.json` | Counts only, no geometry | `/safety` |
+| `rooftop_solar_ncr.geojson` | Per 240m tile center | `/map` |
+| `city_solar_saturation.json` | Per 240m cell, summed across NCR | `/safety` saturation index |
+| `solar_map_ph_YYYYQN.geojson` | Per city | `/map` choropleth |
+| `solar_map_ph_barangay_YYYYQN.geojson` | Per barangay, urban-area drilldown | `/map` |
+| `solar_map_ph_summary_YYYYQN.json` | Franchise-wide totals | `/methodology` |
+| `manifest.json` | Index of available quarters | site bootstrap |
+
+## per_building_solar_ncr.geojson
+
+One Feature per OSM building with detected rooftop solar. Residential roofs are intentionally suppressed; see `residential_solar_aggregate.json` for counts.
+
+```jsonc
+{
+  "type": "Feature",
+  "geometry": { "type": "Polygon", "coordinates": [[[lon, lat], ...]] },
+  "properties": {
+    "building_osm_id": 604560854,        // OSM way or relation id
+    "building_osm_type": "way",          // "way" or "relation"
+    "building_area_m2": 1834.2,          // m^2, area of the OSM building footprint
+    "building_type": "commercial",        // OSM `building=*` value, or `amenity` fallback
+    "is_residential": false,             // always false in the published file
+    "is_commercial": true,
+    "panel_area_m2": 412.7,              // m^2, summed across SAM segments, capped at footprint
+    "kwp_estimate": 68.78,               // panel_area_m2 / 6.0 (CSi rule-of-thumb)
+    "confidence": 0.9183,                // max calibrated segment score
+    "n_segments_merged": 4,              // SAM segments merged onto this building
+    "tile_ids": ["14.59345_121.10221", ...],
+    "tile_id": "14.59345_121.10221",     // primary (highest-confidence) tile
+    "tile_score": 0.9871                 // CLIP+LR tile-level score for the primary tile
+  }
+}
+```
+
+`_meta` on the FeatureCollection root reports `generated_utc`, `tiles_processed`, `buildings_with_solar_published`, `buildings_residential_suppressed`, `kwp_per_m2`, `scoring`, `polygon_strategy`, `area_strategy`, `privacy_policy`, and `tiles_overpass_failed`.
+
+### Caveats
+
+- `kwp_estimate` uses the 2015-era 6 m^2 per kWp rule of thumb (~167 W/m^2). Modern PH commercial installs run 5-7 m^2 per kWp. Use a 0.85-1.20 sensitivity band when downstream of this number.
+- `panel_area_m2` is capped at the OSM building footprint area as a sanity gate against SAM over-segmenting nearby ground.
+- For solar arrays spanning multiple buildings, `kwp_estimate` is a lower bound: each SAM segment is attributed to a single OSM building.
+
+## residential_solar_aggregate.json
+
+```jsonc
+{
+  "generated_utc": "2026-05-12T17:55:00Z",
+  "n_residential_buildings_with_solar": 27,
+  "kwp_residential_total": 917.18,
+  "by_building_type": {
+    "apartments": 4,
+    "house": 21,
+    "residential": 2
+  },
+  "policy": "Residential rooftops are intentionally not published as individual polygons..."
+}
+```
+
+No geometry, no addresses, no per-building entries. This is the only residential-scoped figure SolarMap.PH releases.
+
+## rooftop_solar_ncr.geojson
+
+One Point feature per 240m tile center that scored above the candidate threshold.
+
+```jsonc
+{
+  "type": "Feature",
+  "geometry": { "type": "Point", "coordinates": [lon, lat] },
+  "properties": {
+    "tile_id": "14.59345_121.10221",
+    "score": 0.9871,             // calibrated probability of containing rooftop solar
+    "tier": "high",              // "high" (>=0.85) or "candidate" (0.70-0.85)
+    "anchored_to_building": true,
+    "osm_status": "confirmed",   // "confirmed" if within 50 m of an OSM solar tag
+    "kwp_estimate": 68.78        // copied from per_building when anchored
+  }
+}
+```
+
+## city_solar_saturation.json
+
+One row per 240m cell across NCR with a count of high-confidence detections within a 300 m halo. Used by the saturation-tier card on `/safety` and inside the roof-lookup tool.
+
+```jsonc
+[
+  {
+    "cell_lat": 14.59345,
+    "cell_lon": 121.10221,
+    "n_high_within_300m": 5,
+    "n_buildings_solar_within_300m": 4,
+    "kwp_within_300m": 73.21,
+    "saturation_tier": "growing"   // "early", "growing", "saturated"
+  }
+]
+```
+
+## solar_map_ph_YYYYQN.geojson (city-level composite)
+
+Earth Engine multi-signal composite, one polygon per franchise city.
+
+```jsonc
+{
+  "type": "Feature",
+  "geometry": { "type": "Polygon", "coordinates": [...] },
+  "properties": {
+    "city": "Quezon City",
+    "province": "Metro Manila",
+    "psgc_code": "1380700000",
+    "composite": 0.74,           // [0,1], higher = stronger multi-signal solar signature
+    "nir_delta_z": 1.42,         // z-scored across cities
+    "swir_delta_z": 0.93,
+    "lst_anomaly_z": 0.41,
+    "nightlight_delta_z": 0.08,
+    "built_km2": 161.2,
+    "quarter": "2026Q2",
+    "baseline_year": 2022
+  }
+}
+```
+
+The composite is correlative, not diagnostic. See `/methodology` on the site for the full algorithm.
+
+## License and citation
+
+All files: CC-BY-4.0. Cite as `SolarMap.PH (YYYY-QN), https://github.com/xmpuspus/solar-map-ph`. Citing the software itself: see `CITATION.cff` at repo root.

data/case_studies.json

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+{
+  "generated_utc": "2026-05-08T08:52:47Z",
+  "validation_methodology": "Hand-checked against Esri World Imagery (~1-3 yr vintage in PH). Each location showed a visibly distinct rooftop solar panel array at the centered lat/lon. Six confirmed of 169 reviewable hot-spots in the 2026Q2 v1.0 release. See docs/groundtruth/labels.json for the full validation pass.",
+  "cases": [
+    {
+      "id": "makati",
+      "city": "Makati",
+      "province": "Metro Manila",
+      "lat": 14.5472,
+      "lon": 121.0398,
+      "area_m2": 39404,
+      "kwp_equiv": 5911,
+      "note": "rooftop panel grid in dense urban Makati; verified against Esri 2022 hi-res",
+      "v0_hotspot_idx": "007",
+      "image_path": "/case_studies/makati.jpg",
+      "image_ok": true
+    },
+    {
+      "id": "valenzuela",
+      "city": "Valenzuela",
+      "province": "Metro Manila",
+      "lat": 14.7194,
+      "lon": 120.9349,
+      "area_m2": 74114,
+      "kwp_equiv": 11117,
+      "note": "warehouse-scale dark gridded array in northern Valenzuela",
+      "v0_hotspot_idx": "047",
+      "image_path": "/case_studies/valenzuela.jpg",
+      "image_ok": true
+    },
+    {
+      "id": "meycauayan",
+      "city": "Meycauayan",
+      "province": "Bulacan",
+      "lat": 14.7504,
+      "lon": 120.9549,
+      "area_m2": 79892,
+      "kwp_equiv": 11984,
+      "note": "Bulacan industrial belt; warehouse rooftop with dark panel grid",
+      "v0_hotspot_idx": "052",
+      "image_path": "/case_studies/meycauayan.jpg",
+      "image_ok": true
+    },
+    {
+      "id": "san_mateo",
+      "city": "San Mateo",
+      "province": "Rizal",
+      "lat": 14.6945,
+      "lon": 121.1405,
+      "area_m2": 61382,
+      "kwp_equiv": 9207,
+      "note": "industrial warehouse with dark gridded roof on Rizal side",
+      "v0_hotspot_idx": "077",
+      "image_path": "/case_studies/san_mateo.jpg",
+      "image_ok": true
+    },
+    {
+      "id": "dasmarinas",
+      "city": "Dasmari\u00f1as",
+      "province": "Cavite",
+      "lat": 14.3113,
+      "lon": 120.9532,
+      "area_m2": 78891,
+      "kwp_equiv": 11834,
+      "note": "Cavite industrial roof with dark gridded sections; one of the largest detected",
+      "v0_hotspot_idx": "116",
+      "image_path": "/case_studies/dasmarinas.jpg",
+      "image_ok": true
+    },
+    {
+      "id": "carmona",
+      "city": "Carmona",
+      "province": "Cavite",
+      "lat": 14.2845,
+      "lon": 121.0177,
+      "area_m2": 66524,
+      "kwp_equiv": 9979,
+      "note": "Carmona industrial complex; visible solar panel array on warehouse roof",
+      "v0_hotspot_idx": "137",
+      "image_path": "/case_studies/carmona.jpg",
+      "image_ok": true
+    }
+  ]
+}

data/city_detection_counts.json

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+{
+  "_meta": {
+    "n_cities_with_detections": 41,
+    "n_total_high": 277,
+    "n_total_candidate": 227,
+    "n_total_new_high": 242,
+    "share_new_high": 0.874
+  },
+  "rows": [
+    {
+      "name": "Quezon City",
+      "province": "Metro Manila",
+      "n_high": 36,
+      "n_candidate": 33,
+      "n_new_high": 27,
+      "n_confirmed_high": 9,
+      "n_new_candidate": 31,
+      "n_confirmed_candidate": 2,
+      "sum_kwp_high": 15602.0,
+      "sum_kwp_all": 15602.0,
+      "area_km2": 160.54,
+      "high_per_km2": 0.2242
+    },
+    {
+      "name": "Valenzuela",
+      "province": "Metro Manila",
+      "n_high": 20,
+      "n_candidate": 12,
+      "n_new_high": 18,
+      "n_confirmed_high": 2,
+      "n_new_candidate": 9,
+      "n_confirmed_candidate": 3,
+      "sum_kwp_high": 4048.1,
+      "sum_kwp_all": 4048.1,
+      "area_km2": 46.97,
+      "high_per_km2": 0.4258
+    },
+    {
+      "name": "Calamba",
+      "province": "Laguna",
+      "n_high": 17,
+      "n_candidate": 8,
+      "n_new_high": 17,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 8,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 8391.0,
+      "sum_kwp_all": 8391.0,
+      "area_km2": 167.77,
+      "high_per_km2": 0.1013
+    },
+    {
+      "name": "Cabuyao",
+      "province": "Laguna",
+      "n_high": 15,
+      "n_candidate": 8,
+      "n_new_high": 15,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 8,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1617.6,
+      "sum_kwp_all": 1617.6,
+      "area_km2": 80.95,
+      "high_per_km2": 0.1853
+    },
+    {
+      "name": "Bulacan",
+      "province": "Bulacan",
+      "n_high": 15,
+      "n_candidate": 8,
+      "n_new_high": 15,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 8,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 681.2,
+      "sum_kwp_all": 681.2,
+      "area_km2": 2951.17,
+      "high_per_km2": 0.0051
+    },
+    {
+      "name": "Pasay",
+      "province": "Metro Manila",
+      "n_high": 13,
+      "n_candidate": 7,
+      "n_new_high": 12,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 4,
+      "sum_kwp_high": 2684.2,
+      "sum_kwp_all": 2684.2,
+      "area_km2": 34.06,
+      "high_per_km2": 0.3817
+    },
+    {
+      "name": "Dasmarinas",
+      "province": "Cavite",
+      "n_high": 12,
+      "n_candidate": 15,
+      "n_new_high": 8,
+      "n_confirmed_high": 4,
+      "n_new_candidate": 11,
+      "n_confirmed_candidate": 4,
+      "sum_kwp_high": 1442.2,
+      "sum_kwp_all": 1442.2,
+      "area_km2": 90.27,
+      "high_per_km2": 0.1329
+    },
+    {
+      "name": "Silang",
+      "province": "Cavite",
+      "n_high": 11,
+      "n_candidate": 5,
+      "n_new_high": 9,
+      "n_confirmed_high": 2,
+      "n_new_candidate": 5,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1275.4,
+      "sum_kwp_all": 1275.4,
+      "area_km2": 138.11,
+      "high_per_km2": 0.0796
+    },
+    {
+      "name": "Binan",
+      "province": "Laguna",
+      "n_high": 11,
+      "n_candidate": 14,
+      "n_new_high": 11,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 13,
+      "n_confirmed_candidate": 1,
+      "sum_kwp_high": 2939.4,
+      "sum_kwp_all": 2939.4,
+      "area_km2": 63.42,
+      "high_per_km2": 0.1734
+    },
+    {
+      "name": "Santa Rosa",
+      "province": "Laguna",
+      "n_high": 10,
+      "n_candidate": 9,
+      "n_new_high": 9,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 9,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 3350.2,
+      "sum_kwp_all": 3350.2,
+      "area_km2": 90.02,
+      "high_per_km2": 0.1111
+    },
+    {
+      "name": "Taguig",
+      "province": "Metro Manila",
+      "n_high": 8,
+      "n_candidate": 14,
+      "n_new_high": 6,
+      "n_confirmed_high": 2,
+      "n_new_candidate": 12,
+      "n_confirmed_candidate": 2,
+      "sum_kwp_high": 3231.7,
+      "sum_kwp_all": 3231.7,
+      "area_km2": 79.7,
+      "high_per_km2": 0.1004
+    },
+    {
+      "name": "Pasig",
+      "province": "Metro Manila",
+      "n_high": 8,
+      "n_candidate": 12,
+      "n_new_high": 7,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 11,
+      "n_confirmed_candidate": 1,
+      "sum_kwp_high": 1394.0,
+      "sum_kwp_all": 1394.0,
+      "area_km2": 30.83,
+      "high_per_km2": 0.2595
+    },
+    {
+      "name": "Manila",
+      "province": "Metro Manila",
+      "n_high": 8,
+      "n_candidate": 5,
+      "n_new_high": 8,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 5,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 4299.3,
+      "sum_kwp_all": 4299.3,
+      "area_km2": 179.7,
+      "high_per_km2": 0.0445
+    },
+    {
+      "name": "Carmona",
+      "province": "Cavite",
+      "n_high": 7,
+      "n_candidate": 5,
+      "n_new_high": 7,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 5,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 2993.5,
+      "sum_kwp_all": 2993.5,
+      "area_km2": 29.8,
+      "high_per_km2": 0.2349
+    },
+    {
+      "name": "San Pedro",
+      "province": "Laguna",
+      "n_high": 7,
+      "n_candidate": 1,
+      "n_new_high": 4,
+      "n_confirmed_high": 3,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 5576.8,
+      "sum_kwp_all": 5576.8,
+      "area_km2": 50.14,
+      "high_per_km2": 0.1396
+    },
+    {
+      "name": "Bacoor",
+      "province": "Cavite",
+      "n_high": 7,
+      "n_candidate": 2,
+      "n_new_high": 5,
+      "n_confirmed_high": 2,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 1,
+      "sum_kwp_high": 3129.6,
+      "sum_kwp_all": 3129.6,
+      "area_km2": 57.36,
+      "high_per_km2": 0.122
+    },
+    {
+      "name": "Paranaque",
+      "province": "Metro Manila",
+      "n_high": 7,
+      "n_candidate": 11,
+      "n_new_high": 5,
+      "n_confirmed_high": 2,
+      "n_new_candidate": 10,
+      "n_confirmed_candidate": 1,
+      "sum_kwp_high": 1281.1,
+      "sum_kwp_all": 1281.1,
+      "area_km2": 59.92,
+      "high_per_km2": 0.1168
+    },
+    {
+      "name": "Marilao",
+      "province": "Bulacan",
+      "n_high": 7,
+      "n_candidate": 1,
+      "n_new_high": 7,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1506.9,
+      "sum_kwp_all": 1506.9,
+      "area_km2": 28.92,
+      "high_per_km2": 0.242
+    },
+    {
+      "name": "Antipolo",
+      "province": "Rizal",
+      "n_high": 6,
+      "n_candidate": 3,
+      "n_new_high": 6,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1320.0,
+      "sum_kwp_all": 1320.0,
+      "area_km2": 240.29,
+      "high_per_km2": 0.025
+    },
+    {
+      "name": "Muntinlupa",
+      "province": "Metro Manila",
+      "n_high": 5,
+      "n_candidate": 7,
+      "n_new_high": 5,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 7,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 812.0,
+      "sum_kwp_all": 812.0,
+      "area_km2": 91.49,
+      "high_per_km2": 0.0547
+    },
+    {
+      "name": "Taytay",
+      "province": "Rizal",
+      "n_high": 5,
+      "n_candidate": 1,
+      "n_new_high": 4,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1742.1,
+      "sum_kwp_all": 1742.1,
+      "area_km2": 36.32,
+      "high_per_km2": 0.1377
+    },
+    {
+      "name": "Makati",
+      "province": "Metro Manila",
+      "n_high": 5,
+      "n_candidate": 3,
+      "n_new_high": 4,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 914.2,
+      "sum_kwp_all": 914.2,
+      "area_km2": 18.11,
+      "high_per_km2": 0.2761
+    },
+    {
+      "name": "Caloocan",
+      "province": "Metro Manila",
+      "n_high": 5,
+      "n_candidate": 3,
+      "n_new_high": 5,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 3175.7,
+      "sum_kwp_all": 3175.7,
+      "area_km2": 53.08,
+      "high_per_km2": 0.0942
+    },
+    {
+      "name": "Meycauayan",
+      "province": "Bulacan",
+      "n_high": 5,
+      "n_candidate": 4,
+      "n_new_high": 5,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 4,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 899.9,
+      "sum_kwp_all": 899.9,
+      "area_km2": 31.81,
+      "high_per_km2": 0.1572
+    },
+    {
+      "name": "Imus",
+      "province": "Cavite",
+      "n_high": 4,
+      "n_candidate": 4,
+      "n_new_high": 3,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 4,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1349.3,
+      "sum_kwp_all": 1349.3,
+      "area_km2": 50.32,
+      "high_per_km2": 0.0795
+    },
+    {
+      "name": "Las Pinas",
+      "province": "Metro Manila",
+      "n_high": 4,
+      "n_candidate": 4,
+      "n_new_high": 4,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 4,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 1930.9,
+      "sum_kwp_all": 1930.9,
+      "area_km2": 38.41,
+      "high_per_km2": 0.1041
+    },
+    {
+      "name": "Marikina",
+      "province": "Metro Manila",
+      "n_high": 4,
+      "n_candidate": 6,
+      "n_new_high": 3,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 6,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 2023.2,
+      "sum_kwp_all": 2023.2,
+      "area_km2": 22.76,
+      "high_per_km2": 0.1757
+    },
+    {
+      "name": "Malabon",
+      "province": "Metro Manila",
+      "n_high": 3,
+      "n_candidate": 1,
+      "n_new_high": 3,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 3053.8,
+      "sum_kwp_all": 3053.8,
+      "area_km2": 16.43,
+      "high_per_km2": 0.1826
+    },
+    {
+      "name": "Kawit",
+      "province": "Cavite",
+      "n_high": 2,
+      "n_candidate": 1,
+      "n_new_high": 2,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 23.5,
+      "sum_kwp_all": 23.5,
+      "area_km2": 23.22,
+      "high_per_km2": 0.0861
+    },
+    {
+      "name": "Cainta",
+      "province": "Rizal",
+      "n_high": 2,
+      "n_candidate": 3,
+      "n_new_high": 1,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 515.0,
+      "sum_kwp_all": 515.0,
+      "area_km2": 18.23,
+      "high_per_km2": 0.1097
+    },
+    {
+      "name": "Cardona",
+      "province": "Rizal",
+      "n_high": 1,
+      "n_candidate": 1,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 422.4,
+      "sum_kwp_all": 422.4,
+      "area_km2": 98.24,
+      "high_per_km2": 0.0102
+    },
+    {
+      "name": "Angono",
+      "province": "Rizal",
+      "n_high": 1,
+      "n_candidate": 0,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 0,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 2.8,
+      "sum_kwp_all": 2.8,
+      "area_km2": 19.71,
+      "high_per_km2": 0.0507
+    },
+    {
+      "name": "Morong",
+      "province": "Rizal",
+      "n_high": 1,
+      "n_candidate": 0,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 0,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 50.04,
+      "high_per_km2": 0.02
+    },
+    {
+      "name": "Mandaluyong",
+      "province": "Metro Manila",
+      "n_high": 1,
+      "n_candidate": 5,
+      "n_new_high": 0,
+      "n_confirmed_high": 1,
+      "n_new_candidate": 5,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 349.1,
+      "sum_kwp_all": 349.1,
+      "area_km2": 11.37,
+      "high_per_km2": 0.088
+    },
+    {
+      "name": "Navotas",
+      "province": "Metro Manila",
+      "n_high": 1,
+      "n_candidate": 2,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 2,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 88.4,
+      "sum_kwp_all": 88.4,
+      "area_km2": 59.01,
+      "high_per_km2": 0.0169
+    },
+    {
+      "name": "San Mateo",
+      "province": "Rizal",
+      "n_high": 1,
+      "n_candidate": 2,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 2,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 53.73,
+      "high_per_km2": 0.0186
+    },
+    {
+      "name": "San Jose del Monte",
+      "province": "Bulacan",
+      "n_high": 1,
+      "n_candidate": 2,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 2,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 96.91,
+      "high_per_km2": 0.0103
+    },
+    {
+      "name": "Bocaue",
+      "province": "Bulacan",
+      "n_high": 1,
+      "n_candidate": 0,
+      "n_new_high": 1,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 0,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 223.0,
+      "sum_kwp_all": 223.0,
+      "area_km2": 26.55,
+      "high_per_km2": 0.0377
+    },
+    {
+      "name": "Trece Martires",
+      "province": "Cavite",
+      "n_high": 0,
+      "n_candidate": 3,
+      "n_new_high": 0,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 3,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 46.41,
+      "high_per_km2": 0.0
+    },
+    {
+      "name": "Teresa",
+      "province": "Rizal",
+      "n_high": 0,
+      "n_candidate": 1,
+      "n_new_high": 0,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 20.06,
+      "high_per_km2": 0.0
+    },
+    {
+      "name": "San Juan",
+      "province": "Metro Manila",
+      "n_high": 0,
+      "n_candidate": 1,
+      "n_new_high": 0,
+      "n_confirmed_high": 0,
+      "n_new_candidate": 1,
+      "n_confirmed_candidate": 0,
+      "sum_kwp_high": 0.0,
+      "sum_kwp_all": 0.0,
+      "area_km2": 5.8,
+      "high_per_km2": 0.0
+    }
+  ]
+}

data/city_detection_counts_bacolod.json

@@ -0,0 +1,35 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 3,
+  "n_total_high": 1,
+  "n_total_candidate": 2,
+  "region": "bacolod",
+  "n_new_high_total": 1
+ },
+ "rows": [
+  {
+   "name": "(outside mapped franchise LGUs)",
+   "province": "Negros Occidental",
+   "n_high": 1,
+   "n_candidate": 0,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Bacolod",
+   "province": "Negros Occidental",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Silay",
+   "province": "Negros Occidental",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_calabarzon.json

@@ -0,0 +1,112 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 11,
+  "n_total_high": 30,
+  "n_total_candidate": 48,
+  "region": "calabarzon",
+  "n_new_high_total": 96,
+  "n_total_low_confidence": 108,
+  "calibrated": true
+ },
+ "rows": [
+  {
+   "name": "(outside mapped franchise LGUs)",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 16,
+   "n_candidate": 20,
+   "n_low_confidence": 50,
+   "n_new_high": 16,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Calamba",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 4,
+   "n_candidate": 7,
+   "n_low_confidence": 23,
+   "n_new_high": 4,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Santo Tomas",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 3,
+   "n_candidate": 5,
+   "n_low_confidence": 6,
+   "n_new_high": 3,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Trece Martires",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 3,
+   "n_candidate": 0,
+   "n_low_confidence": 1,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Tanauan",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 2,
+   "n_candidate": 7,
+   "n_low_confidence": 6,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Santa Rosa",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 1,
+   "n_candidate": 4,
+   "n_low_confidence": 11,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Dasmari\u00f1as",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 1,
+   "n_candidate": 1,
+   "n_low_confidence": 4,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Batangas City",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 0,
+   "n_candidate": 0,
+   "n_low_confidence": 2,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Lipa",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 0,
+   "n_candidate": 3,
+   "n_low_confidence": 3,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "San Pablo",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_low_confidence": 0,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Tagaytay",
+   "province": "Cavite/Laguna/Batangas/Rizal/Quezon (south of Meralco franchise)",
+   "n_high": 0,
+   "n_candidate": 0,
+   "n_low_confidence": 2,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_cdo.json

@@ -0,0 +1,27 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 2,
+  "n_total_high": 3,
+  "n_total_candidate": 6,
+  "region": "cdo",
+  "n_new_high_total": 2
+ },
+ "rows": [
+  {
+   "name": "(outside mapped franchise LGUs)",
+   "province": "Misamis Oriental",
+   "n_high": 2,
+   "n_candidate": 3,
+   "n_new_high": 2,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Cagayan de Oro",
+   "province": "Misamis Oriental",
+   "n_high": 1,
+   "n_candidate": 3,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_cebu.json

@@ -0,0 +1,49 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 4,
+  "n_total_high": 7,
+  "n_total_candidate": 17,
+  "region": "cebu",
+  "n_new_high_total": 30,
+  "n_total_low_confidence": 65,
+  "calibrated": true
+ },
+ "rows": [
+  {
+   "name": "Cebu City",
+   "province": "Cebu",
+   "n_high": 2,
+   "n_candidate": 3,
+   "n_low_confidence": 9,
+   "n_new_high": 2,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Lapu-Lapu City",
+   "province": "Cebu",
+   "n_high": 2,
+   "n_candidate": 4,
+   "n_low_confidence": 15,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Mandaue City",
+   "province": "Cebu",
+   "n_high": 2,
+   "n_candidate": 4,
+   "n_low_confidence": 25,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "(outside mapped franchise LGUs)",
+   "province": "Cebu",
+   "n_high": 1,
+   "n_candidate": 6,
+   "n_low_confidence": 16,
+   "n_new_high": 1,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_davao.json

@@ -0,0 +1,35 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 3,
+  "n_total_high": 28,
+  "n_total_candidate": 19,
+  "region": "davao",
+  "n_new_high_total": 28
+ },
+ "rows": [
+  {
+   "name": "Davao City",
+   "province": "Davao del Sur",
+   "n_high": 25,
+   "n_candidate": 15,
+   "n_new_high": 25,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "(outside mapped franchise LGUs)",
+   "province": "Davao del Sur",
+   "n_high": 3,
+   "n_candidate": 3,
+   "n_new_high": 3,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Panabo City",
+   "province": "Davao del Sur",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_iloilo.json

@@ -0,0 +1,49 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 4,
+  "n_total_high": 2,
+  "n_total_candidate": 2,
+  "region": "iloilo",
+  "n_new_high_total": 1,
+  "n_total_low_confidence": 5,
+  "calibrated": true
+ },
+ "rows": [
+  {
+   "name": "Iloilo City",
+   "province": "Iloilo",
+   "n_high": 2,
+   "n_candidate": 1,
+   "n_low_confidence": 3,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Oton",
+   "province": "Iloilo",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_low_confidence": 0,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Pavia",
+   "province": "Iloilo",
+   "n_high": 0,
+   "n_candidate": 0,
+   "n_low_confidence": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  },
+  {
+   "name": "Leganes",
+   "province": "Iloilo",
+   "n_high": 0,
+   "n_candidate": 0,
+   "n_low_confidence": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_detection_counts_legazpi.json

@@ -0,0 +1,19 @@
+{
+ "_meta": {
+  "n_cities_with_detections": 1,
+  "n_total_high": 0,
+  "n_total_candidate": 1,
+  "region": "legazpi",
+  "n_new_high_total": 0
+ },
+ "rows": [
+  {
+   "name": "Legazpi",
+   "province": "Albay",
+   "n_high": 0,
+   "n_candidate": 1,
+   "n_new_high": 0,
+   "sum_kwp_high": 0.0
+  }
+ ]
+}

data/city_solar_saturation.json

@@ -0,0 +1,551 @@
+[
+  {
+    "city": "Quezon City",
+    "province": "Metro Manila",
+    "n_high": 27,
+    "n_candidate": 62,
+    "n_buildings_solar": 54,
+    "sum_kwp": 10379.7,
+    "mean_kwp_per_building": 192.2
+  },
+  {
+    "city": "Valenzuela",
+    "province": "Metro Manila",
+    "n_high": 14,
+    "n_candidate": 24,
+    "n_buildings_solar": 25,
+    "sum_kwp": 4263.0,
+    "mean_kwp_per_building": 170.5
+  },
+  {
+    "city": "Malabon",
+    "province": "Metro Manila",
+    "n_high": 5,
+    "n_candidate": 3,
+    "n_buildings_solar": 18,
+    "sum_kwp": 3430.2,
+    "mean_kwp_per_building": 190.6
+  },
+  {
+    "city": "Paranaque",
+    "province": "Metro Manila",
+    "n_high": 6,
+    "n_candidate": 20,
+    "n_buildings_solar": 23,
+    "sum_kwp": 2453.7,
+    "mean_kwp_per_building": 106.7
+  },
+  {
+    "city": "Taguig",
+    "province": "Metro Manila",
+    "n_high": 7,
+    "n_candidate": 9,
+    "n_buildings_solar": 6,
+    "sum_kwp": 2225.3,
+    "mean_kwp_per_building": 370.9
+  },
+  {
+    "city": "Bacoor",
+    "province": "Cavite",
+    "n_high": 6,
+    "n_candidate": 3,
+    "n_buildings_solar": 8,
+    "sum_kwp": 1945.8,
+    "mean_kwp_per_building": 243.2
+  },
+  {
+    "city": "Pasay",
+    "province": "Metro Manila",
+    "n_high": 4,
+    "n_candidate": 19,
+    "n_buildings_solar": 8,
+    "sum_kwp": 1930.5,
+    "mean_kwp_per_building": 241.3
+  },
+  {
+    "city": "Bulacan",
+    "province": "Bulacan",
+    "n_high": 8,
+    "n_candidate": 11,
+    "n_buildings_solar": 19,
+    "sum_kwp": 1842.7,
+    "mean_kwp_per_building": 97.0
+  },
+  {
+    "city": "Las Pinas",
+    "province": "Metro Manila",
+    "n_high": 5,
+    "n_candidate": 6,
+    "n_buildings_solar": 3,
+    "sum_kwp": 1780.0,
+    "mean_kwp_per_building": 593.3
+  },
+  {
+    "city": "Antipolo",
+    "province": "Rizal",
+    "n_high": 2,
+    "n_candidate": 1,
+    "n_buildings_solar": 2,
+    "sum_kwp": 1654.4,
+    "mean_kwp_per_building": 827.2
+  },
+  {
+    "city": "Manila",
+    "province": "Metro Manila",
+    "n_high": 7,
+    "n_candidate": 30,
+    "n_buildings_solar": 12,
+    "sum_kwp": 1572.7,
+    "mean_kwp_per_building": 131.1
+  },
+  {
+    "city": "Marikina",
+    "province": "Metro Manila",
+    "n_high": 3,
+    "n_candidate": 5,
+    "n_buildings_solar": 16,
+    "sum_kwp": 1353.6,
+    "mean_kwp_per_building": 84.6
+  },
+  {
+    "city": "Pasig",
+    "province": "Metro Manila",
+    "n_high": 5,
+    "n_candidate": 23,
+    "n_buildings_solar": 17,
+    "sum_kwp": 1348.7,
+    "mean_kwp_per_building": 79.3
+  },
+  {
+    "city": "Meycauayan",
+    "province": "Bulacan",
+    "n_high": 5,
+    "n_candidate": 10,
+    "n_buildings_solar": 10,
+    "sum_kwp": 1108.9,
+    "mean_kwp_per_building": 110.9
+  },
+  {
+    "city": "Navotas",
+    "province": "Metro Manila",
+    "n_high": 3,
+    "n_candidate": 2,
+    "n_buildings_solar": 4,
+    "sum_kwp": 1027.0,
+    "mean_kwp_per_building": 256.7
+  },
+  {
+    "city": "Mandaluyong",
+    "province": "Metro Manila",
+    "n_high": 2,
+    "n_candidate": 8,
+    "n_buildings_solar": 7,
+    "sum_kwp": 907.4,
+    "mean_kwp_per_building": 129.6
+  },
+  {
+    "city": "Marilao",
+    "province": "Bulacan",
+    "n_high": 2,
+    "n_candidate": 1,
+    "n_buildings_solar": 9,
+    "sum_kwp": 733.8,
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+  },
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data/hot_spots_2026Q2.geojson

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+}

data/manifest.json

@@ -0,0 +1,8 @@
+{
+  "latest_quarter": "2026Q2",
+  "quarters": [
+    "2026Q2"
+  ],
+  "imagery_quarter": "2026Q2",
+  "hotspots_quarter": "2026Q2"
+}

data/residential_solar_aggregate.json

@@ -0,0 +1,11 @@
+{
+  "generated_utc": "2026-05-12T10:02:31Z",
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+  "kwp_residential_total": 917.18,
+  "by_building_type": {
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+    "house": 23,
+    "residential": 2
+  },
+  "policy": "Residential rooftops are intentionally not published as individual polygons. This roll-up is the only residential-scoped figure SolarMap.PH releases."
+}

data/rooftop_solar_bacolod.geojson

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data/rooftop_solar_cdo.geojson

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data/rooftop_solar_cebu.geojson

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data/rooftop_solar_davao.geojson

@@ -0,0 +1 @@
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data/rooftop_solar_iloilo.geojson

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data/rooftop_solar_legazpi.geojson

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data/solar_map_ph_summary_2026Q2.json

@@ -0,0 +1,44 @@
+{
+  "quarter": "2026Q2",
+  "baseline_year": "2022",
+  "generated_utc": "2026-05-08T03:54:10.109147+00:00",
+  "city_count": 61,
+  "city_count_with_signal": 61,
+  "composite_score_franchise_mean": -6.768265365286558e-17,
+  "composite_score_max": 1.2293228816011457,
+  "composite_score_min": -1.0308550505242573,
+  "top5_strongest_signal": [
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+      "name": "Malabon",
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+    {
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+    {
+      "name": "Teresa",
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+    }
+  ],
+  "weights": {
+    "nir": 0.4,
+    "swir": 0.3,
+    "lst": 0.2,
+    "nightlight": 0.1
+  },
+  "meralco_aggregates": {
+    "registered_installations": 20000,
+    "registered_capacity_mw_aggregate": 170,
+    "icsc_unregistered_estimate_fraction": 0.33,
+    "as_of": "2026-05-03"
+  }
+}