{
  "meta": {
    "method": "monthly quantile delta mapping (QDM, non-parametric; Cannon et al. 2015)",
    "obs": "ERA5 1995-2014 (Open-Meteo Archive)",
    "models": [
      "CMCC_CM2_VHR4",
      "EC_Earth3P_HR",
      "FGOALS_f3_H",
      "HiRAM_SIT_HR",
      "MPI_ESM1_2_XR",
      "MRI_AGCM3_2_S",
      "NICAM16_8S"
    ],
    "n_models": 7,
    "hist_window": "1995-2014",
    "fut_window": "2041-2050",
    "note": "Open-Meteo Climate API provides a single (high-emission-approx) projection; no ssp scenario split available",
    "grid": [
      23.093145,
      113.34728
    ]
  },
  "obs_monthly_clim": {
    "1": 14.109,
    "2": 16.074,
    "3": 19.236,
    "4": 22.948,
    "5": 25.608,
    "6": 27.464,
    "7": 28.26,
    "8": 28.125,
    "9": 26.871,
    "10": 24.442,
    "11": 20.078,
    "12": 15.272
  },
  "ensemble_bc_monthly_anomaly": {
    "1": 1.23,
    "2": 1.209,
    "3": 1.264,
    "4": 1.331,
    "5": 0.999,
    "6": 1.206,
    "7": 1.122,
    "8": 0.876,
    "9": 1.13,
    "10": 1.086,
    "11": 1.618,
    "12": 1.679
  },
  "ensemble_bc_spread_std": {
    "1": 0.692,
    "2": 0.439,
    "3": 0.443,
    "4": 0.416,
    "5": 0.307,
    "6": 0.32,
    "7": 0.312,
    "8": 0.334,
    "9": 0.309,
    "10": 0.337,
    "11": 0.333,
    "12": 0.452
  },
  "ensemble_raw_monthly_anomaly": {
    "1": 1.236,
    "2": 1.063,
    "3": 1.305,
    "4": 1.576,
    "5": 1.248,
    "6": 1.38,
    "7": 1.204,
    "8": 0.939,
    "9": 1.305,
    "10": 1.513,
    "11": 1.768,
    "12": 1.782
  },
  "ensemble_raw_spread_std": {
    "1": 0.657,
    "2": 0.366,
    "3": 0.514,
    "4": 0.586,
    "5": 0.365,
    "6": 0.302,
    "7": 0.291,
    "8": 0.347,
    "9": 0.274,
    "10": 0.406,
    "11": 0.299,
    "12": 0.441
  },
  "annual_mean_bc": 1.229,
  "annual_mean_raw": 1.36,
  "annual_spread_std_bc": 0.249,
  "per_model": {
    "CMCC_CM2_VHR4": {
      "bc_monthly_anomaly": {
        "1": 1.524,
        "2": 2.157,
        "3": 1.62,
        "4": 1.227,
        "5": 1.277,
        "6": 1.225,
        "7": 1.418,
        "8": 0.598,
        "9": 1.57,
        "10": 1.725,
        "11": 1.354,
        "12": 2.037
      },
      "raw_monthly_anomaly": {
        "1": 1.628,
        "2": 1.735,
        "3": 1.521,
        "4": 1.372,
        "5": 1.465,
        "6": 1.187,
        "7": 1.345,
        "8": 0.615,
        "9": 1.426,
        "10": 2.359,
        "11": 1.472,
        "12": 2.154
      }
    },
    "EC_Earth3P_HR": {
      "bc_monthly_anomaly": {
        "1": 2.272,
        "2": 1.168,
        "3": 0.61,
        "4": 1.679,
        "5": 1.026,
        "6": 1.414,
        "7": 1.143,
        "8": 0.945,
        "9": 1.124,
        "10": 1.275,
        "11": 2.296,
        "12": 2.175
      },
      "raw_monthly_anomaly": {
        "1": 2.095,
        "2": 0.926,
        "3": 0.582,
        "4": 1.655,
        "5": 1.256,
        "6": 1.264,
        "7": 1.029,
        "8": 0.902,
        "9": 1.079,
        "10": 1.516,
        "11": 2.297,
        "12": 2.009
      }
    },
    "FGOALS_f3_H": {
      "bc_monthly_anomaly": {
        "1": 0.98,
        "2": 0.66,
        "3": 1.342,
        "4": 0.614,
        "5": 0.772,
        "6": 0.756,
        "7": 0.536,
        "8": 0.693,
        "9": 0.996,
        "10": 0.947,
        "11": 1.551,
        "12": 0.832
      },
      "raw_monthly_anomaly": {
        "1": 0.934,
        "2": 0.539,
        "3": 1.282,
        "4": 0.625,
        "5": 1.028,
        "6": 1.162,
        "7": 0.81,
        "8": 1.142,
        "9": 1.48,
        "10": 1.365,
        "11": 1.784,
        "12": 0.857
      }
    },
    "HiRAM_SIT_HR": {
      "bc_monthly_anomaly": {
        "1": 0.375,
        "2": 0.924,
        "3": 1.141,
        "4": 0.908,
        "5": 0.677,
        "6": 0.941,
        "7": 1.101,
        "8": 1.154,
        "9": 0.642,
        "10": 0.542,
        "11": 1.334,
        "12": 1.668
      },
      "raw_monthly_anomaly": {
        "1": 0.401,
        "2": 0.841,
        "3": 1.195,
        "4": 1.095,
        "5": 0.915,
        "6": 1.021,
        "7": 0.998,
        "8": 1.083,
        "9": 0.758,
        "10": 0.886,
        "11": 1.521,
        "12": 2.018
      }
    },
    "MPI_ESM1_2_XR": {
      "bc_monthly_anomaly": {
        "1": 1.874,
        "2": 1.275,
        "3": 1.675,
        "4": 1.914,
        "5": 1.081,
        "6": 1.479,
        "7": 1.229,
        "8": 1.064,
        "9": 1.32,
        "10": 1.167,
        "11": 1.918,
        "12": 2.155
      },
      "raw_monthly_anomaly": {
        "1": 1.88,
        "2": 1.398,
        "3": 1.908,
        "4": 2.56,
        "5": 1.914,
        "6": 1.861,
        "7": 1.679,
        "8": 1.387,
        "9": 1.642,
        "10": 1.582,
        "11": 2.117,
        "12": 2.186
      }
    },
    "MRI_AGCM3_2_S": {
      "bc_monthly_anomaly": {
        "1": 1.339,
        "2": 0.974,
        "3": 0.67,
        "4": 1.492,
        "5": 1.531,
        "6": 1.7,
        "7": 1.547,
        "8": 1.363,
        "9": 1.429,
        "10": 1.018,
        "11": 1.498,
        "12": 1.488
      },
      "raw_monthly_anomaly": {
        "1": 1.423,
        "2": 0.894,
        "3": 0.65,
        "4": 1.652,
        "5": 1.414,
        "6": 1.36,
        "7": 1.054,
        "8": 1.158,
        "9": 1.32,
        "10": 1.503,
        "11": 1.514,
        "12": 1.777
      }
    },
    "NICAM16_8S": {
      "bc_monthly_anomaly": {
        "1": 0.249,
        "2": 1.304,
        "3": 1.79,
        "4": 1.481,
        "5": 0.63,
        "6": 0.924,
        "7": 0.882,
        "8": 0.312,
        "9": 0.825,
        "10": 0.927,
        "11": 1.374,
        "12": 1.4
      },
      "raw_monthly_anomaly": {
        "1": 0.29,
        "2": 1.108,
        "3": 1.996,
        "4": 2.07,
        "5": 0.743,
        "6": 1.803,
        "7": 1.514,
        "8": 0.285,
        "9": 1.434,
        "10": 1.381,
        "11": 1.672,
        "12": 1.474
      }
    }
  }
}