{
 "format": "fci-api-v0",
 "generated": "2026-09-28T09:29:08.957Z",
 "registry_generated": "2026-09-28",
 "registry_commit": "88f5c73451c8e917e9e595dfc41085a65156dce4",
 "tracker_harvested": "2026-09-11",
 "pipeline": "https://github.com/fabcity/fci-index/blob/main/compute/results/fabcity-index-2019.json",
 "method": "https://index.fab.city/method#worked",
 "licence": "Scores: CC BY 4.0, Fab City Foundation. Each input keeps its own licence, named where it is used.",
 "place": {
  "slug": "barcelona",
  "name": "Barcelona",
  "country": "Spain",
  "territory": "City"
 },
 "score": {
  "status": "partial",
  "status_label": "Partial",
  "status_says": "measured on some cells; the rest are missing data, weighed in DIDO",
  "fci": 0.515,
  "fci_range": null,
  "dido": 0.565,
  "one_minus_pito": 0.913,
  "rho": 1,
  "rho_measured": false,
  "cells_total": 20,
  "cells_open": 12,
  "cells_measured": 1,
  "dido_weight": [
   7,
   12.4
  ],
  "pito_weight_measured": [
   0.6,
   7.6
  ]
 },
 "actions": [
  {
   "kind": "add",
   "title": "Add a source for the 8 empty cells",
   "text": "Each empty cell holds Barcelona's DIDO down. An open dataset that covers one lifts it.",
   "href": "https://github.com/fabcity/awesome-fabcity-data/blob/main/CONTRIBUTING.md"
  },
  {
   "kind": "review",
   "title": "Review 12 candidate sources",
   "text": "A candidate counts as open data but has not been checked by a person. A review confirms or drops it.",
   "href": "https://index.fab.city/operate/source-review"
  },
  {
   "kind": "measure",
   "title": "Measure more cells",
   "text": "PITO rests on 8% of its weight. Every cell measured makes the number less of an estimate.",
   "href": "https://github.com/fabcity/awesome-fabcity-data/issues/42"
  },
  {
   "kind": "use",
   "title": "Use the data as it is",
   "text": "Download the scores and sources, print the report, or build on the API. Cite the Fab City Index and each source's licence.",
   "href": "https://index.fab.city/api/v0/places/barcelona.json"
  }
 ],
 "cells": [
  {
   "cell": "Environmental|Community",
   "pillar": "Environmental",
   "scale": "Community",
   "w_dido": 0.5,
   "w_pito": 0.5,
   "sources": [
    "environmental/community/smart-citizen"
   ],
   "measured": null
  },
  {
   "cell": "Environmental|City",
   "pillar": "Environmental",
   "scale": "City",
   "w_dido": 0.3,
   "w_pito": 0.7,
   "sources": [
    "environmental/city/generalitat-residus-municipals",
    "environmental/city/openaq",
    "environmental/city/sensor-community"
   ],
   "measured": null
  },
  {
   "cell": "Environmental|Region",
   "pillar": "Environmental",
   "scale": "Region",
   "w_dido": 0.2,
   "w_pito": 0.8,
   "sources": [
    "environmental/city/generalitat-residus-municipals"
   ],
   "measured": null
  },
  {
   "cell": "Environmental|Bioregion",
   "pillar": "Environmental",
   "scale": "Bioregion",
   "w_dido": 0.1,
   "w_pito": 0.9,
   "sources": [
    "environmental/bioregion/nasa-firms",
    "environmental/bioregion/open-meteo-marine"
   ],
   "measured": null
  },
  {
   "cell": "Environmental|Planet",
   "pillar": "Environmental",
   "scale": "Planet",
   "w_dido": 0,
   "w_pito": 1,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Social|Community",
   "pillar": "Social",
   "scale": "Community",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [
    "environmental/community/smart-citizen"
   ],
   "measured": null
  },
  {
   "cell": "Social|City",
   "pillar": "Social",
   "scale": "City",
   "w_dido": 0.9,
   "w_pito": 0.1,
   "sources": [
    "social/city/eurostat-urban-audit",
    "social/city/ine-spain"
   ],
   "measured": null
  },
  {
   "cell": "Social|Region",
   "pillar": "Social",
   "scale": "Region",
   "w_dido": 0.9,
   "w_pito": 0.1,
   "sources": [
    "social/city/ine-spain"
   ],
   "measured": null
  },
  {
   "cell": "Social|Bioregion",
   "pillar": "Social",
   "scale": "Bioregion",
   "w_dido": 0.9,
   "w_pito": 0.1,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Social|Planet",
   "pillar": "Social",
   "scale": "Planet",
   "w_dido": 0.8,
   "w_pito": 0.2,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Economic|Community",
   "pillar": "Economic",
   "scale": "Community",
   "w_dido": 0.7,
   "w_pito": 0.3,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Economic|City",
   "pillar": "Economic",
   "scale": "City",
   "w_dido": 0.5,
   "w_pito": 0.5,
   "sources": [
    "economic/city/barcelona-cens-activitat-economica",
    "economic/city/barcelona-pressupost-execucio",
    "economic/region/oecd-regional-metropolitan"
   ],
   "measured": null
  },
  {
   "cell": "Economic|Region",
   "pillar": "Economic",
   "scale": "Region",
   "w_dido": 0.4,
   "w_pito": 0.6,
   "sources": [
    "economic/region/eurostat-sbs",
    "economic/region/idescat-comerc-exterior",
    "economic/region/idescat-eie-destinacio-vendes",
    "economic/region/metroverse",
    "economic/region/oecd-regional-metropolitan"
   ],
   "measured": {
    "s": 0.913,
    "year": 2022,
    "territory": "Catalonia",
    "what": "goods self-supply: the share of household goods spending the region's own industry could cover, with its sales abroad taken out (five open sectors)",
    "caveat": "an upper bound: sales to the rest of Spain still count as local",
    "source": "Idescat, based on INE's Structural Business Statistics in the Industrial Sector, 2022: https://www.idescat.cat/indicadors/?id=aec&n=15464&lang=en&f=csv&t=202200; Eurostat nama_10_co3_p3 and demo_r_d2jan 2022",
    "licence": "Idescat reuse conditions: cite the source, do not alter, state the update date. No named licence; open-equivalence not yet confirmed (awesome-fabcity-data#51)",
    "pipeline": "fabcity/fci-index#24",
    "series": [
     {
      "year": 2019,
      "s": 0.866
     },
     {
      "year": 2022,
      "s": 0.913
     }
    ]
   }
  },
  {
   "cell": "Economic|Bioregion",
   "pillar": "Economic",
   "scale": "Bioregion",
   "w_dido": 0.2,
   "w_pito": 0.8,
   "sources": [
    "economic/bioregion/eurostat-circular-material-use-rate",
    "economic/bioregion/eurostat-municipal-waste",
    "economic/bioregion/eurostat-waste-trade",
    "economic/region/eurostat-air-freight-by-airport",
    "economic/region/eurostat-maritime-goods-by-port",
    "economic/region/idescat-comerc-exterior",
    "economic/region/idescat-compte-fluxos-materials"
   ],
   "measured": null
  },
  {
   "cell": "Economic|Planet",
   "pillar": "Economic",
   "scale": "Planet",
   "w_dido": 0,
   "w_pito": 1,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Governance|Community",
   "pillar": "Governance",
   "scale": "Community",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Governance|City",
   "pillar": "Governance",
   "scale": "City",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [
    "governance/city/barcelona-perfil-contractant",
    "governance/city/open-data-bcn"
   ],
   "measured": null
  },
  {
   "cell": "Governance|Region",
   "pillar": "Governance",
   "scale": "Region",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [
    "governance/region/generalitat-dades-obertes"
   ],
   "measured": null
  },
  {
   "cell": "Governance|Bioregion",
   "pillar": "Governance",
   "scale": "Bioregion",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [],
   "measured": null
  },
  {
   "cell": "Governance|Planet",
   "pillar": "Governance",
   "scale": "Planet",
   "w_dido": 1,
   "w_pito": 0,
   "sources": [],
   "measured": null
  }
 ],
 "indicators": [
  {
   "id": "goods-self-supply",
   "label": "Goods self-supply, sales abroad taken out",
   "unit": "index, 0-100",
   "better": "higher",
   "cell": "Economic|Region",
   "territory": "Catalonia",
   "caveat": "an upper bound: sales to the rest of Spain still count as local",
   "comparable_across_years": true,
   "source": "Idescat, based on INE's Structural Business Statistics in the Industrial Sector, 2022: https://www.idescat.cat/indicadors/?id=aec&n=15464&lang=en&f=csv&t=202200; Eurostat nama_10_co3_p3 and demo_r_d2jan 2022",
   "pipeline": "fabcity/fci-index#24",
   "series": [
    {
     "year": 2019,
     "value": 86.6
    },
    {
     "year": 2022,
     "value": 91.3
    }
   ]
  },
  {
   "id": "residual-waste-city",
   "label": "Residual municipal waste per person",
   "unit": "kg per person per year",
   "better": "lower",
   "caveat": null,
   "comparable_across_years": true,
   "cell": "Environmental|City",
   "territory": "Barcelona",
   "counts": "collected municipal waste; recovery = separate collection, which is not the same as recycled",
   "source": "Generalitat de Catalunya 69zu-w48s",
   "licence": "Llicència oberta d'ús d'informació – Catalunya",
   "pipeline": "fabcity/fci-index compute/waste.py",
   "series": [
    {
     "year": 2019,
     "value": 295.8
    },
    {
     "year": 2024,
     "value": 258.5
    }
   ]
  },
  {
   "id": "recovery-city",
   "label": "Share collected separately",
   "unit": "% of municipal waste",
   "better": "higher",
   "caveat": null,
   "comparable_across_years": true,
   "cell": "Environmental|City",
   "territory": "Barcelona",
   "counts": "collected municipal waste; recovery = separate collection, which is not the same as recycled",
   "source": "Generalitat de Catalunya 69zu-w48s",
   "licence": "Llicència oberta d'ús d'informació – Catalunya",
   "pipeline": "fabcity/fci-index compute/waste.py",
   "series": [
    {
     "year": 2019,
     "value": 38.8
    },
    {
     "year": 2024,
     "value": 42.1
    }
   ]
  },
  {
   "id": "residual-waste-region",
   "label": "Residual municipal waste per person",
   "unit": "kg per person per year",
   "better": "lower",
   "caveat": null,
   "comparable_across_years": true,
   "cell": "Environmental|Region",
   "territory": "Catalonia",
   "counts": "sum of 948 municipalities' collected municipal waste; recovery = separate collection",
   "source": "Generalitat de Catalunya 69zu-w48s, summed",
   "licence": "Llicència oberta d'ús d'informació – Catalunya",
   "pipeline": "fabcity/fci-index compute/waste.py",
   "series": [
    {
     "year": 2019,
     "value": 290.5
    },
    {
     "year": 2024,
     "value": 253.4
    }
   ]
  },
  {
   "id": "recovery-region",
   "label": "Share collected separately",
   "unit": "% of municipal waste",
   "better": "higher",
   "caveat": null,
   "comparable_across_years": true,
   "cell": "Environmental|Region",
   "territory": "Catalonia",
   "counts": "sum of 948 municipalities' collected municipal waste; recovery = separate collection",
   "source": "Generalitat de Catalunya 69zu-w48s, summed",
   "licence": "Llicència oberta d'ús d'informació – Catalunya",
   "pipeline": "fabcity/fci-index compute/waste.py",
   "series": [
    {
     "year": 2019,
     "value": 44.9
    },
    {
     "year": 2024,
     "value": 49.2
    }
   ]
  },
  {
   "id": "material-use",
   "label": "Domestic material consumption per person",
   "unit": "t per person per year",
   "better": "lower",
   "cell": "Economic|Bioregion",
   "territory": "Catalonia",
   "counts": "domestic extraction plus imports minus exports, by weight, abroad and with the rest of Spain",
   "source": "Idescat, Material Flow Accounts, table 16006: https://www.idescat.cat/indicadors/?id=aec&n=16006&lang=en&f=csv&t=202300",
   "licence": "Idescat reuse conditions: cite the source, do not alter, state the update date",
   "pipeline": "fabcity/fci-index compute/trade.py materials()",
   "caveat": "a floor on the footprint: imports count by their own weight, not the materials used to make them",
   "series": [
    {
     "year": 2019,
     "value": 7.2
    },
    {
     "year": 2023,
     "value": 5.51
    }
   ]
  }
 ],
 "boundaries": [
  {
   "id": "material-use",
   "boundary": "Resource extraction, a driver of land-system change and biosphere loss",
   "label": "Material use",
   "value": 5.51,
   "year": 2023,
   "unit": "t per person per year",
   "territory": "Catalonia",
   "measure": "domestic material consumption (DMC)",
   "safe": [
    6,
    8
   ],
   "safe_source": "UNEP International Resource Panel (2011), Decoupling natural resource use and environmental impacts from economic growth; Bringezu (2015), Resources 4(1)",
   "value_is": "floor",
   "reading": "not conclusive: this floor is inside or under the safe range, and the full footprint (raw material equivalents) is not measured here",
   "source": "Idescat, Material Flow Accounts, table 16006: https://www.idescat.cat/indicadors/?id=aec&n=16006&lang=en&f=csv&t=202300"
  }
 ],
 "planet": {
  "source": "Richardson, K. et al. (2023), Earth beyond six of nine planetary boundaries, Science Advances 9(37), eadh2458",
  "boundaries": [
   {
    "label": "Climate change",
    "status": "transgressed"
   },
   {
    "label": "Biosphere integrity",
    "status": "transgressed"
   },
   {
    "label": "Land-system change",
    "status": "transgressed"
   },
   {
    "label": "Freshwater change",
    "status": "transgressed"
   },
   {
    "label": "Biogeochemical flows (nitrogen, phosphorus)",
    "status": "transgressed"
   },
   {
    "label": "Novel entities",
    "status": "transgressed"
   },
   {
    "label": "Ocean acidification",
    "status": "close to the boundary"
   },
   {
    "label": "Atmospheric aerosol loading",
    "status": "within, regional exceedances"
   },
   {
    "label": "Stratospheric ozone depletion",
    "status": "within"
   }
  ]
 },
 "links": {
  "page": "https://index.fab.city/city?locality=barcelona",
  "report": "https://index.fab.city/report?locality=barcelona",
  "json": "https://index.fab.city/api/v0/places/barcelona.json"
 }
}