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      "forecast": {
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        "name": "Valladolid",
        "lat": 41.6554,
        "lon": -4.7235,
        "timezone": "Europe/Madrid",
        "featured": false,
        "targetDate": "2026-08-05",
        "expectedKwh": 58.3,
        "lowKwh": 50.9,
        "highKwh": 59.6,
        "bestWindowStart": "2026-08-05T13:00:00+02:00",
        "bestWindowEnd": "2026-08-05T17:00:00+02:00",
        "confidence": "high",
        "fetchedAt": "2026-08-04T18:53:41.483266Z",
        "freshness": "fresh",
        "stale": false
      },
      "typical_annual_kwh": 15599.3,
      "typical_monthly": [
        {
          "month": 1,
          "averageDailyKwh": 27.23,
          "monthlyKwh": 844.23,
          "variabilityKwh": 169.48
        },
        {
          "month": 2,
          "averageDailyKwh": 38.37,
          "monthlyKwh": 1074.41,
          "variabilityKwh": 155.6
        },
        {
          "month": 3,
          "averageDailyKwh": 43.46,
          "monthlyKwh": 1347.11,
          "variabilityKwh": 183.32
        },
        {
          "month": 4,
          "averageDailyKwh": 46.45,
          "monthlyKwh": 1393.47,
          "variabilityKwh": 151.49
        },
        {
          "month": 5,
          "averageDailyKwh": 50.05,
          "monthlyKwh": 1551.58,
          "variabilityKwh": 145.23
        },
        {
          "month": 6,
          "averageDailyKwh": 51.13,
          "monthlyKwh": 1533.86,
          "variabilityKwh": 70.01
        },
        {
          "month": 7,
          "averageDailyKwh": 54.99,
          "monthlyKwh": 1704.78,
          "variabilityKwh": 44.65
        },
        {
          "month": 8,
          "averageDailyKwh": 54.38,
          "monthlyKwh": 1685.69,
          "variabilityKwh": 54.52
        },
        {
          "month": 9,
          "averageDailyKwh": 49.52,
          "monthlyKwh": 1485.52,
          "variabilityKwh": 86.79
        },
        {
          "month": 10,
          "averageDailyKwh": 40.57,
          "monthlyKwh": 1257.56,
          "variabilityKwh": 113.13
        },
        {
          "month": 11,
          "averageDailyKwh": 30.23,
          "monthlyKwh": 906.87,
          "variabilityKwh": 154.19
        },
        {
          "month": 12,
          "averageDailyKwh": 26.27,
          "monthlyKwh": 814.22,
          "variabilityKwh": 90.01
        }
      ]
    },
    {
      "city_id": "zaragoza",
      "city": "Zaragoza",
      "latitude": 41.6561,
      "longitude": -0.8773,
      "forecast": {
        "cityId": "zaragoza",
        "name": "Zaragoza",
        "lat": 41.6561,
        "lon": -0.8773,
        "timezone": "Europe/Madrid",
        "featured": false,
        "targetDate": "2026-08-05",
        "expectedKwh": 54,
        "lowKwh": 46.1,
        "highKwh": 57.6,
        "bestWindowStart": "2026-08-05T13:00:00+02:00",
        "bestWindowEnd": "2026-08-05T17:00:00+02:00",
        "confidence": "high",
        "fetchedAt": "2026-08-04T18:53:41.252975Z",
        "freshness": "fresh",
        "stale": false
      },
      "typical_annual_kwh": 16213.85,
      "typical_monthly": [
        {
          "month": 1,
          "averageDailyKwh": 32.41,
          "monthlyKwh": 1004.61,
          "variabilityKwh": 158.5
        },
        {
          "month": 2,
          "averageDailyKwh": 42.54,
          "monthlyKwh": 1191.04,
          "variabilityKwh": 144.86
        },
        {
          "month": 3,
          "averageDailyKwh": 46.3,
          "monthlyKwh": 1435.29,
          "variabilityKwh": 176.48
        },
        {
          "month": 4,
          "averageDailyKwh": 49.1,
          "monthlyKwh": 1472.88,
          "variabilityKwh": 119.15
        },
        {
          "month": 5,
          "averageDailyKwh": 51.6,
          "monthlyKwh": 1599.61,
          "variabilityKwh": 116.57
        },
        {
          "month": 6,
          "averageDailyKwh": 51.56,
          "monthlyKwh": 1546.71,
          "variabilityKwh": 54.48
        },
        {
          "month": 7,
          "averageDailyKwh": 54.28,
          "monthlyKwh": 1682.73,
          "variabilityKwh": 47.71
        },
        {
          "month": 8,
          "averageDailyKwh": 53.64,
          "monthlyKwh": 1662.88,
          "variabilityKwh": 43.99
        },
        {
          "month": 9,
          "averageDailyKwh": 48.65,
          "monthlyKwh": 1459.47,
          "variabilityKwh": 71.81
        },
        {
          "month": 10,
          "averageDailyKwh": 40.96,
          "monthlyKwh": 1269.68,
          "variabilityKwh": 114.42
        },
        {
          "month": 11,
          "averageDailyKwh": 33.68,
          "monthlyKwh": 1010.46,
          "variabilityKwh": 150.3
        },
        {
          "month": 12,
          "averageDailyKwh": 28.34,
          "monthlyKwh": 878.49,
          "variabilityKwh": 152.43
        }
      ]
    }
  ],
  "sources": {
    "tomorrow": {
      "weather": {
        "source_id": "OPEN_METEO",
        "name": "Open-Meteo weather forecast",
        "public_display_allowed": true,
        "requires_commercial_license": true,
        "terms_url": "https://open-meteo.com/en/terms",
        "pricing_url": "https://open-meteo.com/en/pricing"
      },
      "model": {
        "source_id": "GRIDPASSPORT_PV_PUBLIC_V1",
        "name": "GridPassport public PV forecast model",
        "description": "Weather-based physical PV estimate with public-safe inputs."
      },
      "attribution": {
        "text": "Weather forecast by Open-Meteo, PV estimate by GridPassport.",
        "transformation_notes": "GridPassport projects irradiance onto the configured PV array and applies public lead-magnet loss assumptions."
      }
    },
    "typical_year": {
      "name": "European Commission Joint Research Centre PVGIS 5.3",
      "url": "https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis_en",
      "api": "https://re.jrc.ec.europa.eu/api/v5_3/PVcalc",
      "method": "Monthly average fixed-system output calculated from a multi-year solar radiation and climate series."
    }
  },
  "methodology_url": "https://gridpassport.com/solar-forecast/methodology/"
}