{
  "_doc": "EDOPS Signature Schema -- scope=area, v0.4. Regenerated 2026-09-14 against live /api/signature?scope=area output. Example values are real API output for a Northern-Italy-ish bbox (POLYGON((7 44, 14 44, 14 47, 7 47, 7 44))), BasinATLAS Level 06, bands ABCDET, Band T year 1000 (scope=area requires a single year, not a range, when T is requested), detail=true. This is a curated, annotated reference: every variable row is shown, but per-row histogram bins/weights (detail.distribution) are shown in full only for one illustrative row per 'method' value -- the other rows' histograms are the same shape, just different numbers. Not a raw response dump. scope=buffer shares this same shape (aggregate distribution over member basins instead of a single one) but is not documented separately here -- expected to be retired soon.",
  "_shape_note": "Entirely different shape from scope=basin: no signature_bands/profile_summary nesting. 'variables' is a flat list, one object per requested variable, each carrying a representative score across the area's member basins (a distribution summary, not an average -- see engine.py) plus coherence/coverage/modality metadata. 'method' varies by variable type: area_weighted (continuous, has a detail.distribution histogram when detail=true), dominant_basin, class_mixture, flag_fraction, distribution_only.",
  "meta": {
    "signature_version": "0.4",
    "generated": "2026-09-14T16:49:10Z",
    "query": {
      "geom_wkt": "POLYGON((7 44, 14 44, 14 47, 7 47, 7 44))",
      "bands": "ABCDET",
      "level": 6,
      "from_year": 1000,
      "to_year": 1000
    },
    "scope": {
      "type": "area",
      "n_units": 35,
      "unit_type": "basin",
      "marginal_exposure": {
        "lt_50pct": 0.165375,
        "lt_20pct": 0.066018
      }
    },
    "data_sources": {
      "basin": "HydroATLAS v1.0 / BasinATLAS Level 06",
      "elevation_point": "OpenTopoData (mapzen DEM, ~30m) with Open-Meteo fallback",
      "temporal_climate": "LMR v2.1 (Tardif et al. 2019); 0–1998 CE; 2°×2° grid, annual",
      "volcanic": "eVolv2k v4 (Sigl & Toohey 2024)",
      "land_use_temporal": "HYDE 3.4 (Klein Goldewijk et al. 2017); 10000 BCE–2023 CE; ~10 km resolution"
    },
    "_note": "Always present on every /api/signature response. Injected by the route, not part of the DB query."
  },
  "shortfall": 0.136408,
  "shortfall_note": "Fraction of the query geometry not covered by any basin (open water / no-basin gaps) -- 1 minus the sum of member-basin weights.",
  "caveats": {
    "lmr_caveat": "Anomaly vs. 850–1850 CE CCSM4 reference frame; spatial structure reflects reanalysis prior. At buffer scale the collapsed value is essentially the prior at this location."
  },
  "modality_post_pass": "skipped — not calibrated for polygon scale",
  "variables": [
    {
      "variable": "aridity",
      "band": "C",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 85.96,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "ari_ix_sav",
      "friendly_name": "Aridity index (P/PET)",
      "detail": {
        "spread": 26.81,
        "iqr": 15.85,
        "p10": 69.65,
        "p25": 78.47,
        "p75": 94.32,
        "p90": 96.46,
        "core_share": 0.9509,
        "window_lo": 67.0,
        "window_hi": 97.0,
        "unit": "percentile",
        "distribution": {
          "bins": [
            57.1908,
            59.1745,
            61.1582,
            63.1419,
            65.1256,
            67.1094,
            69.0931,
            71.0768,
            73.0605,
            75.0442,
            77.0279,
            79.0116,
            80.9954,
            82.9791,
            84.9628,
            86.9465,
            88.9302,
            90.9139,
            92.8977,
            94.8814,
            96.8651
          ],
          "weights": [
            0.009943,
            0.0,
            0.001066,
            0.0,
            0.038113,
            0.019026,
            0.065392,
            0.042534,
            0.0,
            0.030635,
            0.035729,
            0.098792,
            0.051492,
            0.0,
            0.089899,
            0.004046,
            0.112005,
            0.020798,
            0.160968,
            0.21956
          ],
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 57.1908,
          "max": 96.8651,
          "p10": 69.6503,
          "p90": 96.4562,
          "mean": 85.9611,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "aridity_upstream",
      "band": "C",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 87.54,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "ari_ix_uav",
      "friendly_name": "Aridity index (P/PET) (upstream)",
      "detail": {
        "spread": 29.87,
        "iqr": 12.52,
        "p10": 66.75,
        "p25": 82.04,
        "p75": 94.56,
        "p90": 96.63,
        "core_share": 0.8716,
        "window_lo": 67.0,
        "window_hi": 97.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 54.1778,
          "max": 96.9322,
          "p10": 66.7541,
          "p90": 96.6272,
          "mean": 87.5418,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "cropland_extent",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 65.31,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "spread",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "crp_pc_sse",
      "friendly_name": "Cropland extent",
      "detail": {
        "spread": 48.21,
        "iqr": 31.73,
        "p10": 41.66,
        "p25": 47.53,
        "p75": 79.26,
        "p90": 89.88,
        "core_share": 0.6457,
        "window_lo": 64.0,
        "window_hi": 94.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 18.0701,
          "max": 98.7177,
          "p10": 41.6649,
          "p90": 89.8786,
          "mean": 65.3114,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "cropland_extent_upstream",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 66.72,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "spread",
      "modality": null,
      "weight_at_zero": 0.0056,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "crp_pc_use",
      "friendly_name": "Cropland extent (upstream)",
      "detail": {
        "spread": 49.73,
        "iqr": 29.0,
        "p10": 42.65,
        "p25": 47.8,
        "p75": 76.81,
        "p90": 92.38,
        "core_share": 0.6356,
        "window_lo": 70.0,
        "window_hi": 100.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 0.0,
          "max": 99.6099,
          "p10": 42.649,
          "p90": 92.3818,
          "mean": 66.7159,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "dist_sink",
      "band": "E",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 19.4,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.3675,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "dist_sink",
      "friendly_name": "Flow distance to marine outlet",
      "detail": {
        "spread": 46.41,
        "iqr": 29.58,
        "p10": 0.0,
        "p25": 0.0,
        "p75": 29.58,
        "p90": 46.41,
        "core_share": 0.8503,
        "window_lo": 0.0,
        "window_hi": 30.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 0.0,
          "max": 80.8565,
          "p10": 0.0,
          "p90": 46.4116,
          "mean": 19.395,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "elev_max",
      "band": "A",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 88.09,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "ele_mt_smx",
      "friendly_name": "Elevation maximum",
      "detail": {
        "spread": 22.18,
        "iqr": 6.45,
        "p10": 73.64,
        "p25": 87.58,
        "p75": 94.03,
        "p90": 95.83,
        "core_share": 0.9849,
        "window_lo": 67.0,
        "window_hi": 97.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 0.3903,
          "max": 96.0417,
          "p10": 73.6427,
          "p90": 95.8269,
          "mean": 88.0868,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "elev_min",
      "band": "A",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 30.73,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "spread",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "ele_mt_smn",
      "friendly_name": "Elevation minimum",
      "detail": {
        "spread": 61.03,
        "iqr": 33.99,
        "p10": 7.64,
        "p25": 7.86,
        "p75": 41.85,
        "p90": 68.67,
        "core_share": 0.5631,
        "window_lo": 7.0,
        "window_hi": 37.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 2.9275,
          "max": 81.3735,
          "p10": 7.636,
          "p90": 68.6661,
          "mean": 30.7256,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "gw_table_depth",
      "band": "B",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 79.53,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "gwt_cm_sav",
      "friendly_name": "Groundwater table depth",
      "detail": {
        "spread": 34.68,
        "iqr": 12.6,
        "p10": 58.39,
        "p25": 76.76,
        "p75": 89.36,
        "p90": 93.07,
        "core_share": 0.769,
        "window_lo": 69.0,
        "window_hi": 99.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 2.342,
          "max": 98.0666,
          "p10": 58.3923,
          "p90": 93.0728,
          "mean": 79.5293,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "human_footprint_09",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 96.1,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "hft_ix_s09",
      "friendly_name": "Human footprint 2009",
      "detail": {
        "spread": 6.79,
        "iqr": 2.52,
        "p10": 91.96,
        "p25": 95.59,
        "p75": 98.11,
        "p90": 98.74,
        "core_share": 1.0,
        "window_lo": 70.0,
        "window_hi": 100.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 82.264,
          "max": 99.7621,
          "p10": 91.956,
          "p90": 98.7411,
          "mean": 96.0962,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "human_footprint_09_upstream",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 95.74,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "hft_ix_u09",
      "friendly_name": "Human footprint 2009 (upstream)",
      "detail": {
        "spread": 4.95,
        "iqr": 2.12,
        "p10": 92.9,
        "p25": 95.18,
        "p75": 97.3,
        "p90": 97.85,
        "core_share": 1.0,
        "window_lo": 70.0,
        "window_hi": 100.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 75.8905,
          "max": 99.9329,
          "p10": 92.9007,
          "p90": 97.8486,
          "mean": 95.7426,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "karst",
      "band": "A",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 40.86,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "spread",
      "modality": null,
      "weight_at_zero": 0.0949,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "kar_pc_sse",
      "friendly_name": "Karst area",
      "detail": {
        "spread": 66.98,
        "iqr": 36.55,
        "p10": 0.0,
        "p25": 22.04,
        "p75": 58.6,
        "p90": 66.98,
        "core_share": 0.5301,
        "window_lo": 38.0,
        "window_hi": 68.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 0.0,
          "max": 87.4423,
          "p10": 0.0,
          "p90": 66.984,
          "mean": 40.8605,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "karst_upstream",
      "band": "A",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 38.51,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "spread",
      "modality": null,
      "weight_at_zero": 0.1639,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "kar_pc_use",
      "friendly_name": "Karst area (upstream)",
      "detail": {
        "spread": 72.1,
        "iqr": 56.18,
        "p10": 0.0,
        "p25": 7.27,
        "p75": 63.45,
        "p90": 72.1,
        "core_share": 0.3818,
        "window_lo": 0.0,
        "window_hi": 30.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 0.0,
          "max": 92.5279,
          "p10": 0.0,
          "p90": 72.098,
          "mean": 38.507,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "pasture_extent",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 30.57,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0,
      "caveat": [],
      "year": null,
      "epoch_year": null,
      "units": null,
      "db_col": "pst_pc_sse",
      "friendly_name": "Pasture extent",
      "detail": {
        "spread": 38.97,
        "iqr": 18.83,
        "p10": 15.58,
        "p25": 18.74,
        "p75": 37.58,
        "p90": 54.56,
        "core_share": 0.761,
        "window_lo": 15.0,
        "window_hi": 45.0,
        "unit": "percentile",
        "distribution": {
          "bins": "[21 floats -- histogram bin edges, see the first illustrative row above for a full example]",
          "weights": "[21 floats -- per-bin weight, sums to ~1.0]",
          "n_units": 35,
          "unit_type": "basin",
          "low_resolution": false,
          "min": 12.8645,
          "max": 63.7867,
          "p10": 15.5847,
          "p90": 54.5569,
          "mean": 30.5698,
          "resolver_year": null,
          "band_t_from": null,
          "band_t_to": null
        }
      }
    },
    {
      "variable": "pasture_extent_upstream",
      "band": "D",
      "method": "area_weighted",
      "unit_type": "basin",
      "n_units": 35,
      "representative_score": 30.17,
      "representative_raw": null,
      "score_suppressed": false,
      "coverage": 0.8636,
      "status": "ok",
      "coherence": "concentrated",
      "modality": null,
      "weight_at_zero": 0.0056,
      "caveat": [],
      "year": null,
      "epoch_year": null,
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