{
  "schema_version": 1,
  "title": "Phuket monthly climate normals, 2015–2025",
  "generated_by": "src/fetch_climate_normals.py",
  "fetched_at": "2026-09-25",
  "period": {
    "start": "2015-01-01",
    "end": "2025-12-31",
    "years": [
      2015,
      2016,
      2017,
      2018,
      2019,
      2020,
      2021,
      2022,
      2023,
      2024,
      2025
    ]
  },
  "timezone": "Asia/Bangkok",
  "definitions": {
    "rain_day": "day with precipitation_sum >= 1.0 mm (reanalysis)",
    "monthly_value": "per calendar month and year: mean of daily values (sum for precipitation, count for rain days)",
    "normal": "arithmetic mean of the yearly monthly values; min/max are the extreme years",
    "sunshine_hours_per_day": "Open-Meteo sunshine_duration: direct normal irradiance > 120 W/m2 (WMO definition), reanalysis",
    "wind_speed_max_ms": "monthly mean of the daily maximum 10 m wind speed, m/s",
    "wave_height_m": "monthly mean of hourly significant wave height (ERA5 ocean waves), open sea west of Phuket",
    "sea_surface_temperature_c": "monthly mean of hourly sea surface temperature; months with >= 90% hourly coverage, 2023 onwards",
    "cloud_cover_pct": "monthly mean of the daily mean total cloud cover, % (reanalysis)",
    "station_months": "GHCN-Daily month used only if it passes the WMO 5/11 rule (<=10 missing days, no run of >=5 missing days) and values carry no quality flag"
  },
  "sources": {
    "reanalysis": {
      "name": "Open-Meteo Historical Weather API",
      "url": "https://archive-api.open-meteo.com/v1/archive?latitude=7.89&longitude=98.3&start_date=2015-01-01&end_date=2025-12-31&daily=temperature_2m_max,temperature_2m_min,temperature_2m_mean,precipitation_sum,sunshine_duration,daylight_duration,wind_speed_10m_max,relative_humidity_2m_mean,cloud_cover_mean,sunrise,sunset&timezone=Asia%2FBangkok&wind_speed_unit=ms&models=era5_seamless",
      "docs": "https://open-meteo.com/en/docs/historical-weather-api",
      "model": "era5_seamless",
      "model_note": "ERA5-Land 0.1° (temperature, humidity) merged with ERA5 0.25° (precipitation, sunshine, wind)",
      "requested": {
        "latitude": 7.89,
        "longitude": 98.3
      },
      "grid": {
        "latitude": 7.9000015,
        "longitude": 98.30002,
        "elevation_m": 19.0
      },
      "license": "CC BY 4.0 (Open-Meteo); contains modified Copernicus Climate Change Service information",
      "citations": [
        "Hersbach, H. et al. (2020): The ERA5 global reanalysis. QJRMS 146, 1999–2049. doi:10.1002/qj.3803",
        "Muñoz Sabater, J. (2019): ERA5-Land hourly data from 1950 to present. C3S CDS. doi:10.24381/cds.e2161bac",
        "Zippenfenig, P. (2023): Open-Meteo.com Weather API. Zenodo. doi:10.5281/zenodo.7970649"
      ]
    },
    "sea_surface_temperature": {
      "name": "Open-Meteo Marine Weather API",
      "url": "https://marine-api.open-meteo.com/v1/marine?latitude=7.85&longitude=98.25&hourly=sea_surface_temperature&start_date=2022-01-01&end_date=2025-12-31&timezone=Asia%2FBangkok&models=meteofrance_currents",
      "docs": "https://open-meteo.com/en/docs/marine-weather-api",
      "model": "meteofrance_currents",
      "model_note": "Météo-France sea surface temperature, 0.08° grid",
      "requested": {
        "latitude": 7.85,
        "longitude": 98.25
      },
      "grid": {
        "latitude": 7.875,
        "longitude": 98.20836
      },
      "first_available_hour": "2022-11-23T13:00",
      "years_used": [
        2023,
        2024,
        2025
      ],
      "coverage_rule": "a month is used when >= 90% of its hourly values are present; years before the first full calendar year are not used",
      "license": "CC BY 4.0 (Open-Meteo)"
    },
    "waves": {
      "name": "Open-Meteo Marine Weather API",
      "url": "https://marine-api.open-meteo.com/v1/marine?latitude=7.95&longitude=98.05&hourly=wave_height&start_date=2015-01-01&end_date=2025-12-31&timezone=Asia%2FBangkok&models=era5_ocean&cell_selection=sea",
      "docs": "https://open-meteo.com/en/docs/marine-weather-api",
      "model": "era5_ocean",
      "model_note": "ERA5 ocean-wave reanalysis, 0.5° grid, open Andaman Sea west of Phuket",
      "requested": {
        "latitude": 7.95,
        "longitude": 98.05
      },
      "grid": {
        "latitude": 8.0,
        "longitude": 98.0
      },
      "license": "CC BY 4.0 (Open-Meteo); contains modified Copernicus Climate Change Service information"
    },
    "station_crosscheck": {
      "name": "NOAA NCEI Global Historical Climatology Network – Daily (GHCN-Daily)",
      "url": "https://www.ncei.noaa.gov/data/global-historical-climatology-network-daily/access/TH000048565.csv",
      "docs": "https://www.ncei.noaa.gov/products/land-based-station/global-historical-climatology-network-daily",
      "station": {
        "station_id": "TH000048565",
        "name": "PHUKET AIRPORT, TH",
        "latitude": 8.132,
        "longitude": 98.317,
        "elevation_m": 9.0
      },
      "citation": "Menne, M.J. et al. (2012): An overview of the Global Historical Climatology Network-Daily Database. J. Atmos. Oceanic Technol. 29, 897–910. doi:10.1175/JTECH-D-11-00103.1",
      "rule": "WMO-No. 1203 (2017) 5/11 completeness rule per month"
    }
  },
  "annual": {
    "precipitation_mm": {
      "mean": 2162.0,
      "median": 2157.0,
      "min": 1657.7,
      "min_year": 2015,
      "max": 2756.0,
      "max_year": 2017,
      "n_years": 11
    },
    "rain_days": {
      "mean": 216.3,
      "median": 209.0,
      "min": 180.0,
      "min_year": 2019,
      "max": 251.0,
      "max_year": 2022,
      "n_years": 11
    }
  },
  "months": [
    {
      "month": 1,
      "slug": "yanvar",
      "temperature_mean_c": {
        "mean": 27.07,
        "median": 27.07,
        "min": 26.5,
        "min_year": 2017,
        "max": 27.8,
        "max_year": 2016,
        "n_years": 11
      },
      "temperature_max_c": {
        "mean": 28.57,
        "median": 28.72,
        "min": 27.72,
        "min_year": 2017,
        "max": 29.25,
        "max_year": 2016,
        "n_years": 11
      },
      "temperature_min_c": {
        "mean": 25.84,
        "median": 25.69,
        "min": 25.36,
        "min_year": 2015,
        "max": 26.62,
        "max_year": 2024,
        "n_years": 11
      },
      "precipitation_mm": {
        "mean": 72.9,
        "median": 27.6,
        "min": 11.7,
        "min_year": 2020,
        "max": 388.2,
        "max_year": 2017,
        "n_years": 11
      },
      "rain_days": {
        "mean": 9.5,
        "median": 7.0,
        "min": 3.0,
        "min_year": 2015,
        "max": 23.0,
        "max_year": 2018,
        "n_years": 11
      },
      "sunshine_hours_per_day": {
        "mean": 10.42,
        "median": 10.77,
        "min": 8.9,
        "min_year": 2017,
        "max": 11.0,
        "max_year": 2020,
        "n_years": 11
      },
      "wind_speed_max_ms": {
        "mean": 6.51,
        "median": 6.58,
        "min": 5.26,
        "min_year": 2018,
        "max": 7.18,
        "max_year": 2025,
        "n_years": 11
      },
      "relative_humidity_pct": {
        "mean": 76.6,
        "median": 76.3,
        "min": 74.4,
        "min_year": 2025,
        "max": 81.8,
        "max_year": 2017,
        "n_years": 11
      },
      "cloud_cover_pct": {
        "mean": 67.8,
        "median": 69.5,
        "min": 45.1,
        "min_year": 2016,
        "max": 88.7,
        "max_year": 2018,
        "n_years": 11
      },
      "sunrise_local": "06:44",
      "sunset_local": "18:27",
      "daylight_hours": 11.72,
      "sea_surface_temperature_c": {
        "mean": 28.89,
        "median": 28.98,
        "min": 28.63,
        "min_year": 2023,
        "max": 29.06,
        "max_year": 2025,
        "n_years": 3,
        "years": [
          2023,
          2024,
          2025
        ]
      },
      "wave_height_m": {
        "mean": 0.6,
        "median": 0.58,
        "min": 0.5,
        "min_year": 2018,
        "max": 0.68,
        "max_year": 2017,
        "n_years": 11
      },
      "station_tmax_c": {
        "mean": 32.4,
        "median": 32.2,
        "min": 31.1,
        "min_year": 2017,
        "max": 33.6,
        "max_year": 2024,
        "n_years": 7,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2022,
          2023,
          2024
        ]
      },
      "station_tmin_c": {
        "mean": 22.3,
        "median": 22.0,
        "min": 21.7,
        "min_year": 2018,
        "max": 24.0,
        "max_year": 2016,
        "n_years": 7,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2020,
          2021,
          2022
        ]
      },
      "station_tavg_c": {
        "mean": 27.4,
        "median": 27.3,
        "min": 26.7,
        "min_year": 2018,
        "max": 28.4,
        "max_year": 2024,
        "n_years": 11,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      }
    },
    {
      "month": 2,
      "slug": "fevral",
      "temperature_mean_c": {
        "mean": 27.54,
        "median": 27.4,
        "min": 26.99,
        "min_year": 2015,
        "max": 28.49,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_max_c": {
        "mean": 29.12,
        "median": 28.95,
        "min": 28.63,
        "min_year": 2017,
        "max": 30.09,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_min_c": {
        "mean": 26.22,
        "median": 26.21,
        "min": 25.62,
        "min_year": 2015,
        "max": 26.99,
        "max_year": 2024,
        "n_years": 11
      },
      "precipitation_mm": {
        "mean": 35.1,
        "median": 19.6,
        "min": 2.5,
        "min_year": 2019,
        "max": 142.8,
        "max_year": 2022,
        "n_years": 11
      },
      "rain_days": {
        "mean": 5.4,
        "median": 4.0,
        "min": 1.0,
        "min_year": 2019,
        "max": 20.0,
        "max_year": 2022,
        "n_years": 11
      },
      "sunshine_hours_per_day": {
        "mean": 10.9,
        "median": 11.0,
        "min": 9.81,
        "min_year": 2022,
        "max": 11.29,
        "max_year": 2021,
        "n_years": 11
      },
      "wind_speed_max_ms": {
        "mean": 6.77,
        "median": 6.81,
        "min": 6.13,
        "min_year": 2019,
        "max": 7.29,
        "max_year": 2020,
        "n_years": 11
      },
      "relative_humidity_pct": {
        "mean": 73.8,
        "median": 73.7,
        "min": 71.1,
        "min_year": 2015,
        "max": 78.0,
        "max_year": 2022,
        "n_years": 11
      },
      "cloud_cover_pct": {
        "mean": 53.4,
        "median": 50.7,
        "min": 36.3,
        "min_year": 2019,
        "max": 76.5,
        "max_year": 2022,
        "n_years": 11
      },
      "sunrise_local": "06:44",
      "sunset_local": "18:36",
      "daylight_hours": 11.87,
      "sea_surface_temperature_c": {
        "mean": 29.22,
        "median": 29.22,
        "min": 28.95,
        "min_year": 2023,
        "max": 29.49,
        "max_year": 2024,
        "n_years": 2,
        "years": [
          2023,
          2024
        ]
      },
      "wave_height_m": {
        "mean": 0.59,
        "median": 0.59,
        "min": 0.52,
        "min_year": 2017,
        "max": 0.66,
        "max_year": 2021,
        "n_years": 11
      },
      "station_tmax_c": {
        "mean": 33.3,
        "median": 33.1,
        "min": 32.7,
        "min_year": 2017,
        "max": 34.2,
        "max_year": 2020,
        "n_years": 7,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2020,
          2022,
          2023
        ]
      },
      "station_tmin_c": {
        "mean": 22.8,
        "median": 22.8,
        "min": 21.8,
        "min_year": 2021,
        "max": 24.0,
        "max_year": 2024,
        "n_years": 9,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2024
        ]
      },
      "station_tavg_c": {
        "mean": 27.9,
        "median": 27.7,
        "min": 27.3,
        "min_year": 2017,
        "max": 29.0,
        "max_year": 2024,
        "n_years": 11,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      }
    },
    {
      "month": 3,
      "slug": "mart",
      "temperature_mean_c": {
        "mean": 28.23,
        "median": 28.16,
        "min": 27.71,
        "min_year": 2017,
        "max": 28.93,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_max_c": {
        "mean": 29.59,
        "median": 29.57,
        "min": 28.95,
        "min_year": 2017,
        "max": 30.34,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_min_c": {
        "mean": 26.96,
        "median": 26.93,
        "min": 26.37,
        "min_year": 2022,
        "max": 27.64,
        "max_year": 2024,
        "n_years": 11
      },
      "precipitation_mm": {
        "mean": 39.7,
        "median": 36.7,
        "min": 1.5,
        "min_year": 2016,
        "max": 103.7,
        "max_year": 2022,
        "n_years": 11
      },
      "rain_days": {
        "mean": 7.5,
        "median": 5.0,
        "min": 0.0,
        "min_year": 2016,
        "max": 21.0,
        "max_year": 2022,
        "n_years": 11
      },
      "sunshine_hours_per_day": {
        "mean": 11.12,
        "median": 11.16,
        "min": 10.44,
        "min_year": 2022,
        "max": 11.41,
        "max_year": 2016,
        "n_years": 11
      },
      "wind_speed_max_ms": {
        "mean": 5.94,
        "median": 5.86,
        "min": 5.18,
        "min_year": 2022,
        "max": 6.72,
        "max_year": 2016,
        "n_years": 11
      },
      "relative_humidity_pct": {
        "mean": 75.2,
        "median": 74.7,
        "min": 73.5,
        "min_year": 2015,
        "max": 79.2,
        "max_year": 2022,
        "n_years": 11
      },
      "cloud_cover_pct": {
        "mean": 58.2,
        "median": 57.9,
        "min": 42.6,
        "min_year": 2016,
        "max": 66.9,
        "max_year": 2018,
        "n_years": 11
      },
      "sunrise_local": "06:33",
      "sunset_local": "18:37",
      "daylight_hours": 12.08,
      "sea_surface_temperature_c": {
        "mean": 29.86,
        "median": 29.98,
        "min": 29.35,
        "min_year": 2023,
        "max": 30.26,
        "max_year": 2024,
        "n_years": 3,
        "years": [
          2023,
          2024,
          2025
        ]
      },
      "wave_height_m": {
        "mean": 0.5,
        "median": 0.5,
        "min": 0.44,
        "min_year": 2018,
        "max": 0.56,
        "max_year": 2016,
        "n_years": 11
      },
      "station_tmax_c": {
        "mean": 34.3,
        "median": 34.6,
        "min": 33.2,
        "min_year": 2017,
        "max": 35.0,
        "max_year": 2020,
        "n_years": 7,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2020,
          2021,
          2023
        ]
      },
      "station_tmin_c": {
        "mean": 23.5,
        "median": 23.6,
        "min": 23.0,
        "min_year": 2020,
        "max": 23.7,
        "max_year": 2016,
        "n_years": 7,
        "years": [
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022
        ]
      },
      "station_tavg_c": {
        "mean": 28.7,
        "median": 28.8,
        "min": 27.8,
        "min_year": 2022,
        "max": 29.5,
        "max_year": 2024,
        "n_years": 11,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      }
    },
    {
      "month": 4,
      "slug": "aprel",
      "temperature_mean_c": {
        "mean": 28.4,
        "median": 28.06,
        "min": 27.59,
        "min_year": 2017,
        "max": 29.72,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_max_c": {
        "mean": 29.73,
        "median": 29.46,
        "min": 28.79,
        "min_year": 2017,
        "max": 31.12,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_min_c": {
        "mean": 27.04,
        "median": 26.66,
        "min": 26.18,
        "min_year": 2017,
        "max": 28.45,
        "max_year": 2024,
        "n_years": 11
      },
      "precipitation_mm": {
        "mean": 127.5,
        "median": 132.3,
        "min": 21.2,
        "min_year": 2016,
        "max": 254.5,
        "max_year": 2021,
        "n_years": 11
      },
      "rain_days": {
        "mean": 17.6,
        "median": 17.0,
        "min": 6.0,
        "min_year": 2016,
        "max": 26.0,
        "max_year": 2017,
        "n_years": 11
      },
      "sunshine_hours_per_day": {
        "mean": 10.76,
        "median": 10.45,
        "min": 10.23,
        "min_year": 2020,
        "max": 11.73,
        "max_year": 2016,
        "n_years": 11
      },
      "wind_speed_max_ms": {
        "mean": 5.41,
        "median": 5.39,
        "min": 4.54,
        "min_year": 2019,
        "max": 5.88,
        "max_year": 2016,
        "n_years": 11
      },
      "relative_humidity_pct": {
        "mean": 78.8,
        "median": 78.7,
        "min": 75.1,
        "min_year": 2016,
        "max": 81.8,
        "max_year": 2017,
        "n_years": 11
      },
      "cloud_cover_pct": {
        "mean": 74.9,
        "median": 77.6,
        "min": 54.5,
        "min_year": 2016,
        "max": 85.2,
        "max_year": 2017,
        "n_years": 11
      },
      "sunrise_local": "06:18",
      "sunset_local": "18:35",
      "daylight_hours": 12.3,
      "sea_surface_temperature_c": {
        "mean": 30.56,
        "median": 30.48,
        "min": 30.0,
        "min_year": 2023,
        "max": 31.2,
        "max_year": 2024,
        "n_years": 3,
        "years": [
          2023,
          2024,
          2025
        ]
      },
      "wave_height_m": {
        "mean": 0.52,
        "median": 0.52,
        "min": 0.43,
        "min_year": 2022,
        "max": 0.69,
        "max_year": 2021,
        "n_years": 11
      },
      "station_tmax_c": {
        "mean": 34.0,
        "median": 34.2,
        "min": 32.9,
        "min_year": 2017,
        "max": 35.1,
        "max_year": 2016,
        "n_years": 7,
        "years": [
          2015,
          2016,
          2017,
          2020,
          2022,
          2023,
          2025
        ]
      },
      "station_tmin_c": {
        "mean": 24.3,
        "median": 24.1,
        "min": 23.2,
        "min_year": 2018,
        "max": 25.7,
        "max_year": 2024,
        "n_years": 10,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2023,
          2024
        ]
      },
      "station_tavg_c": {
        "mean": 28.8,
        "median": 28.7,
        "min": 27.7,
        "min_year": 2021,
        "max": 30.2,
        "max_year": 2024,
        "n_years": 11,
        "years": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021,
          2022,
          2023,
          2024,
          2025
        ]
      }
    },
    {
      "month": 5,
      "slug": "maj",
      "temperature_mean_c": {
        "mean": 28.27,
        "median": 28.21,
        "min": 27.88,
        "min_year": 2017,
        "max": 29.27,
        "max_year": 2024,
        "n_years": 11
      },
      "temperature_max_c": {
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        26.63,
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        27.71,
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        27.48,
        27.21,
        27.55,
        26.93,
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        26.89,
        27.37,
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        26.41,
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        28.6,
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        27.62,
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        29.06,
        28.72,
        28.29,
        28.11,
        27.59,
        28.57
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        25.62,
        26.93,
        26.66,
        27.04,
        26.79,
        26.74,
        26.19,
        25.69,
        25.95,
        26.05,
        26.36
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        26.34,
        27.44,
        28.16,
        26.96,
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        26.37,
        26.54,
        26.16,
        25.68,
        25.53,
        25.64
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        26.03,
        26.68,
        26.18,
        26.48,
        27.01,
        26.81,
        26.42,
        25.97,
        26.34,
        25.67,
        25.66
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        26.86,
        26.64,
        26.34,
        26.9,
        27.0,
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        25.96,
        25.28,
        26.22,
        26.32
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        26.57,
        27.39,
        27.35,
        26.77,
        27.05,
        27.52,
        26.75,
        26.41,
        25.59,
        25.91,
        25.76
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        26.31,
        27.2,
        27.02,
        27.13,
        26.39,
        26.1,
        26.98,
        25.73,
        25.39,
        25.85,
        25.52
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        25.9,
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        26.31,
        26.95,
        26.63,
        27.01,
        26.24,
        26.1,
        26.01,
        25.14,
        25.54
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        26.37,
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        26.0,
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        27.21,
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        26.05,
        25.86,
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        27.64,
        28.45,
        27.75,
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        26.85,
        26.36,
        26.21,
        25.93,
        25.99,
        25.97
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        26.33,
        27.08,
        26.26,
        26.68,
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        27.28,
        26.61,
        26.49,
        25.63,
        25.18,
        25.75
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    "precipitation_mm": {
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        18.9,
        7.6,
        8.5,
        129.7,
        143.0,
        191.7,
        240.5,
        244.0,
        321.1,
        118.8,
        172.5,
        61.4
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        31.8,
        20.9,
        1.5,
        21.2,
        309.3,
        242.7,
        251.4,
        294.8,
        264.1,
        366.5,
        214.4,
        274.2
      ],
      "2017": [
        388.2,
        23.7,
        79.5,
        184.6,
        406.2,
        189.3,
        184.2,
        234.8,
        480.9,
        157.2,
        333.6,
        93.8
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      "2018": [
        132.5,
        16.5,
        47.2,
        152.1,
        133.3,
        228.3,
        229.6,
        182.9,
        268.7,
        241.9,
        153.6,
        108.1
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        92.9,
        2.5,
        16.0,
        64.7,
        292.5,
        248.8,
        143.8,
        293.1,
        142.7,
        203.1,
        163.5,
        47.6
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        11.7,
        8.3,
        11.1,
        155.2,
        189.9,
        244.3,
        225.5,
        126.6,
        281.7,
        624.3,
        138.3,
        140.1
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        18.9,
        4.5,
        57.9,
        254.5,
        194.7,
        210.2,
        249.2,
        238.8,
        265.7,
        232.3,
        366.5,
        99.4
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      "2022": [
        27.6,
        142.8,
        103.7,
        132.3,
        319.1,
        225.5,
        230.9,
        222.8,
        295.9,
        454.8,
        332.2,
        188.6
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      "2023": [
        37.0,
        48.1,
        36.7,
        30.0,
        221.6,
        192.9,
        275.3,
        251.4,
        397.8,
        279.8,
        269.2,
        35.9
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        27.5,
        19.6,
        19.0,
        42.2,
        242.4,
        170.7,
        264.8,
        300.0,
        426.4,
        257.5,
        193.4,
        114.0
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      "2025": [
        15.3,
        91.6,
        55.5,
        236.3,
        355.0,
        249.9,
        157.4,
        201.7,
        259.2,
        359.1,
        292.4,
        17.0
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        3.0,
        3.0,
        2.0,
        20.0,
        23.0,
        17.0,
        24.0,
        25.0,
        23.0,
        25.0,
        26.0,
        12.0
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        7.0,
        7.0,
        0.0,
        6.0,
        28.0,
        22.0,
        24.0,
        28.0,
        27.0,
        29.0,
        27.0,
        20.0
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      "2017": [
        22.0,
        5.0,
        14.0,
        26.0,
        30.0,
        21.0,
        20.0,
        21.0,
        29.0,
        20.0,
        23.0,
        15.0
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        23.0,
        4.0,
        11.0,
        16.0,
        22.0,
        22.0,
        23.0,
        20.0,
        26.0,
        29.0,
        20.0,
        17.0
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        6.0,
        1.0,
        3.0,
        16.0,
        26.0,
        23.0,
        8.0,
        22.0,
        21.0,
        28.0,
        19.0,
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        3.0,
        1.0,
        3.0,
        17.0,
        26.0,
        25.0,
        24.0,
        18.0,
        26.0,
        26.0,
        23.0,
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        1.0,
        8.0,
        25.0,
        26.0,
        24.0,
        16.0,
        25.0,
        20.0,
        25.0,
        28.0,
        9.0
      ],
      "2022": [
        6.0,
        20.0,
        21.0,
        23.0,
        23.0,
        24.0,
        26.0,
        18.0,
        24.0,
        28.0,
        22.0,
        16.0
      ],
      "2023": [
        12.0,
        8.0,
        5.0,
        9.0,
        25.0,
        17.0,
        22.0,
        21.0,
        22.0,
        28.0,
        24.0,
        14.0
      ],
      "2024": [
        10.0,
        3.0,
        4.0,
        12.0,
        22.0,
        17.0,
        22.0,
        24.0,
        26.0,
        26.0,
        24.0,
        19.0
      ],
      "2025": [
        5.0,
        6.0,
        11.0,
        24.0,
        24.0,
        15.0,
        19.0,
        24.0,
        23.0,
        23.0,
        24.0,
        6.0
      ]
    },
    "sunshine_hours_per_day": {
      "2015": [
        10.87,
        10.6,
        11.3,
        10.87,
        10.98,
        9.47,
        9.64,
        9.41,
        7.5,
        10.54,
        8.8,
        10.65
      ],
      "2016": [
        10.81,
        11.0,
        11.41,
        11.73,
        8.36,
        9.51,
        9.02,
        8.94,
        9.22,
        7.44,
        9.31,
        8.49
      ],
      "2017": [
        8.9,
        11.04,
        10.8,
        10.45,
        9.1,
        9.65,
        9.69,
        9.34,
        8.76,
        10.17,
        8.51,
        9.86
      ],
      "2018": [
        9.35,
        11.0,
        11.18,
        10.41,
        10.15,
        9.03,
        9.71,
        10.03,
        9.66,
        9.73,
        9.54,
        9.72
      ],
      "2019": [
        10.07,
        11.26,
        11.3,
        10.88,
        10.2,
        9.26,
        11.09,
        9.52,
        9.25,
        10.11,
        10.32,
        10.84
      ],
      "2020": [
        11.0,
        11.05,
        11.4,
        10.23,
        9.83,
        9.41,
        9.91,
        10.04,
        7.86,
        5.8,
        9.36,
        9.35
      ],
      "2021": [
        10.65,
        11.29,
        11.12,
        10.38,
        9.15,
        9.98,
        9.04,
        9.75,
        8.44,
        8.61,
        5.94,
        10.14
      ],
      "2022": [
        10.91,
        9.81,
        10.44,
        10.34,
        8.76,
        10.29,
        9.01,
        9.43,
        8.59,
        7.21,
        8.37,
        8.69
      ],
      "2023": [
        10.49,
        10.87,
        11.16,
        11.54,
        10.91,
        10.23,
        9.62,
        10.52,
        7.49,
        9.61,
        7.81,
        10.56
      ],
      "2024": [
        10.77,
        11.23,
        11.13,
        11.3,
        9.78,
        9.23,
        7.88,
        9.45,
        8.11,
        9.14,
        8.01,
        8.98
      ],
      "2025": [
        10.83,
        10.73,
        11.12,
        10.26,
        8.66,
        9.02,
        10.45,
        9.61,
        8.93,
        7.88,
        7.5,
        10.71
      ]
    },
    "wind_speed_max_ms": {
      "2015": [
        6.89,
        6.97,
        5.95,
        5.39,
        4.93,
        5.07,
        7.46,
        6.51,
        6.47,
        4.61,
        5.84,
        6.11
      ],
      "2016": [
        5.96,
        7.27,
        6.72,
        5.88,
        5.84,
        6.47,
        6.03,
        8.64,
        8.37,
        7.42,
        4.93,
        6.51
      ],
      "2017": [
        6.58,
        6.21,
        5.86,
        5.34,
        6.17,
        6.49,
        6.9,
        6.39,
        6.61,
        5.42,
        5.49,
        6.65
      ],
      "2018": [
        5.26,
        7.09,
        5.49,
        5.28,
        4.16,
        6.37,
        8.33,
        7.82,
        6.43,
        4.85,
        5.6,
        6.15
      ],
      "2019": [
        7.16,
        6.13,
        6.07,
        4.54,
        6.45,
        6.18,
        5.53,
        7.6,
        5.35,
        4.48,
        5.66,
        7.0
      ],
      "2020": [
        6.71,
        7.29,
        5.76,
        5.36,
        5.12,
        4.7,
        4.33,
        6.05,
        6.03,
        7.29,
        5.14,
        6.11
      ],
      "2021": [
        7.1,
        7.27,
        5.68,
        5.81,
        5.66,
        6.25,
        7.08,
        6.49,
        6.11,
        6.22,
        5.48,
        6.29
      ],
      "2022": [
        6.56,
        6.79,
        5.18,
        4.91,
        6.69,
        5.91,
        6.72,
        6.08,
        7.12,
        5.59,
        4.98,
        6.75
      ],
      "2023": [
        6.14,
        6.32,
        6.66,
        5.8,
        6.17,
        6.72,
        7.53,
        7.36,
        6.7,
        5.37,
        5.68,
        5.77
      ],
      "2024": [
        6.08,
        6.37,
        5.82,
        5.74,
        5.05,
        6.35,
        5.6,
        5.54,
        7.7,
        5.15,
        5.69,
        6.36
      ],
      "2025": [
        7.18,
        6.81,
        6.11,
        5.44,
        5.74,
        6.85,
        7.4,
        6.78,
        7.11,
        5.63,
        6.59,
        5.57
      ]
    },
    "relative_humidity_pct": {
      "2015": [
        74.5,
        71.1,
        73.5,
        79.2,
        79.9,
        80.8,
        81.5,
        82.2,
        82.6,
        81.2,
        82.5,
        77.7
      ],
      "2016": [
        76.3,
        73.2,
        74.2,
        75.1,
        82.0,
        80.9,
        81.8,
        82.1,
        82.9,
        84.6,
        83.2,
        82.5
      ],
      "2017": [
        81.8,
        74.1,
        77.5,
        81.8,
        82.4,
        79.7,
        79.1,
        80.8,
        82.7,
        80.0,
        82.3,
        78.9
      ],
      "2018": [
        80.5,
        73.7,
        75.5,
        78.7,
        80.6,
        79.8,
        80.2,
        80.4,
        81.6,
        82.8,
        80.1,
        79.8
      ],
      "2019": [
        76.4,
        73.0,
        74.7,
        78.5,
        82.1,
        80.6,
        77.8,
        79.6,
        80.3,
        83.2,
        80.8,
        77.0
      ],
      "2020": [
        75.7,
        73.9,
        75.1,
        78.1,
        81.4,
        81.5,
        80.8,
        79.3,
        81.1,
        85.5,
        81.5,
        79.5
      ],
      "2021": [
        75.5,
        71.5,
        73.6,
        80.8,
        80.5,
        79.0,
        78.3,
        80.5,
        80.8,
        81.8,
        85.5,
        76.9
      ],
      "2022": [
        74.8,
        78.0,
        79.2,
        80.7,
        81.3,
        80.9,
        80.7,
        80.1,
        80.7,
        84.8,
        82.3,
        78.7
      ],
      "2023": [
        76.6,
        75.1,
        74.0,
        76.4,
        79.9,
        78.5,
        81.0,
        81.3,
        81.9,
        83.2,
        82.8,
        79.2
      ],
      "2024": [
        76.7,
        73.6,
        73.9,
        77.0,
        79.4,
        78.2,
        80.9,
        80.3,
        83.3,
        82.7,
        81.7,
        79.8
      ],
      "2025": [
        74.4,
        74.3,
        76.3,
        81.0,
        81.6,
        80.4,
        79.6,
        79.7,
        81.8,
        82.5,
        82.1,
        76.9
      ]
    },
    "cloud_cover_pct": {
      "2015": [
        53.4,
        48.1,
        52.5,
        71.7,
        76.9,
        90.5,
        82.5,
        90.1,
        87.5,
        80.5,
        84.3,
        66.9
      ],
      "2016": [
        45.1,
        50.7,
        42.6,
        54.5,
        89.3,
        85.3,
        91.0,
        91.0,
        91.2,
        94.5,
        85.6,
        88.3
      ],
      "2017": [
        83.6,
        55.8,
        65.3,
        85.2,
        92.3,
        80.8,
        89.7,
        88.4,
        92.1,
        81.7,
        88.9,
        70.5
      ],
      "2018": [
        88.7,
        42.7,
        66.9,
        78.7,
        84.7,
        88.2,
        89.1,
        86.8,
        84.6,
        82.7,
        83.0,
        74.0
      ],
      "2019": [
        69.5,
        36.3,
        54.7,
        77.6,
        83.2,
        88.6,
        73.4,
        90.1,
        80.7,
        81.9,
        72.2,
        48.9
      ],
      "2020": [
        45.1,
        49.1,
        48.5,
        69.3,
        85.7,
        91.0,
        90.4,
        75.3,
        93.1,
        92.2,
        85.2,
        79.5
      ],
      "2021": [
        72.1,
        53.2,
        57.9,
        79.0,
        85.1,
        79.1,
        82.1,
        89.8,
        90.2,
        90.2,
        95.8,
        60.4
      ],
      "2022": [
        56.9,
        76.5,
        66.5,
        77.0,
        94.9,
        88.9,
        89.7,
        88.3,
        89.8,
        96.6,
        89.4,
        83.5
      ],
      "2023": [
        86.1,
        70.0,
        57.2,
        71.7,
        80.1,
        78.2,
        86.8,
        77.6,
        92.7,
        91.3,
        88.8,
        70.4
      ],
      "2024": [
        79.2,
        44.1,
        60.8,
        81.6,
        88.6,
        88.4,
        94.6,
        83.6,
        91.3,
        88.0,
        86.0,
        82.5
      ],
      "2025": [
        66.2,
        61.3,
        66.7,
        77.7,
        89.5,
        88.6,
        77.4,
        84.9,
        87.5,
        87.2,
        89.5,
        63.3
      ]
    },
    "sea_surface_temperature_c": {
      "2023": [
        28.63,
        28.95,
        29.35,
        30.0,
        30.8,
        29.95,
        29.45,
        29.53,
        29.38,
        29.42,
        30.05,
        29.11
      ],
      "2024": [
        28.98,
        29.49,
        30.26,
        31.2,
        31.82,
        30.77,
        30.41,
        30.51,
        29.12,
        29.79,
        29.85,
        29.41
      ],
      "2025": [
        29.06,
        null,
        29.98,
        30.48,
        30.25,
        29.68,
        29.52,
        29.8,
        28.89,
        29.07,
        28.86,
        28.93
      ]
    },
    "wave_height_m": {
      "2015": [
        0.65,
        0.59,
        0.5,
        0.5,
        0.71,
        0.84,
        1.25,
        1.04,
        0.95,
        0.52,
        0.56,
        0.56
      ],
      "2016": [
        0.56,
        0.64,
        0.56,
        0.52,
        0.98,
        1.14,
        1.03,
        1.48,
        1.34,
        1.15,
        0.66,
        0.73
      ],
      "2017": [
        0.68,
        0.52,
        0.5,
        0.52,
        0.95,
        1.08,
        1.18,
        1.04,
        1.06,
        0.79,
        0.6,
        0.65
      ],
      "2018": [
        0.5,
        0.6,
        0.44,
        0.53,
        0.55,
        1.16,
        1.45,
        1.45,
        0.96,
        0.62,
        0.53,
        0.59
      ],
      "2019": [
        0.63,
        0.53,
        0.5,
        0.49,
        0.81,
        1.03,
        1.01,
        1.33,
        0.77,
        0.47,
        0.61,
        0.63
      ],
      "2020": [
        0.56,
        0.62,
        0.46,
        0.47,
        0.8,
        0.78,
        0.78,
        1.0,
        1.01,
        1.13,
        0.51,
        0.56
      ],
      "2021": [
        0.66,
        0.66,
        0.47,
        0.69,
        0.71,
        0.99,
        1.17,
        1.1,
        0.93,
        0.9,
        0.6,
        0.57
      ],
      "2022": [
        0.55,
        0.62,
        0.55,
        0.43,
        1.07,
        0.96,
        1.19,
        1.07,
        1.09,
        0.94,
        0.58,
        0.68
      ],
      "2023": [
        0.56,
        0.57,
        0.54,
        0.55,
        0.89,
        1.08,
        1.29,
        1.13,
        1.06,
        0.59,
        0.42,
        0.53
      ],
      "2024": [
        0.58,
        0.54,
        0.45,
        0.46,
        0.65,
        0.93,
        0.85,
        0.83,
        1.22,
        0.75,
        0.57,
        0.64
      ],
      "2025": [
        0.62,
        0.59,
        0.49,
        0.53,
        0.82,
        1.09,
        1.22,
        1.0,
        1.11,
        0.78,
        0.79,
        0.51
      ]
    }
  }
}