{ "DIMENSIONS": { "json_structure": [ "model", "reference", "rip", "region", "statistic", "season" ], "model": { "ACCESS-ESM1-5": {} }, "reference": { "default": {} }, "rip": { "r1i1p1f1": {} }, "region": { "global": {}, "doubleITCZ": {} }, "statistic": { "bias_xy": {}, "cor_xy": {}, "mae_xy": {}, "mean-obs_xy": {}, "mean_xy": {}, "rms_devzm": {}, "rms_xy": {}, "rms_xyt": {}, "rms_y": {}, "rmsc_xy": {}, "std-obs_xy": {}, "std-obs_xy_devzm": {}, "std-obs_xyt": {}, "std_xy": {}, "std_xy_devzm": {}, "std_xyt": {} }, "season": { "ann": {}, "djf": {}, "mam": {}, "jja": {}, "son": {}, "CalendarMonths": {} } }, "SCHEMA": { "name": "CMEC", "package": "PMP", "version": "v1" }, "provenance": { "platform": { "OS": "Linux", "Version": "6.12.101+deb13-amd64", "Name": "gus" }, "userId": "jared", "osAccess": false, "commandLine": "/conda/pmp-f692047a7ccec285251319436a981aa42bc50b96/bin/mean_climate_driver.py -p /data/projects/climate-ref/worktrees/pmp-remint/packages/climate-ref-pmp/src/climate_ref_pmp/params/pmp_param_annualcycle_2-metrics.py --vars pr --custom_observations /obs_dict.json --test_data_path --test_data_set ACCESS-ESM1-5 --realization r1i1p1f1 --filename_template %(variable)_ACCESS-ESM1-5_historical_r1i1p1f1_clims.198101-200512.AC.v6.nc --metrics_output_path --cmec", "date": "2026-09-04 02:03:49", "packages": { "python": "3.10.10", "cdat_info": "8.2.1", "cdp": "1.7.0", "xarray": "2025.6.1", "esmf": "0.8.10", "esmpy": "8.9.0", "matplotlib": "3.10.6", "numpy": "2.0.2", "scipy": "1.15.2", "xcdat": "0.10.0", "PMP": "4.2.0", "PMPObs": "See 'References' key below, for detailed obs provenance information." }, "conda": { "Platform": "linux-64" }, "openGL": { "GLX": { "server": {}, "client": {} } } }, "Variable": { "id": "pr" }, "References": { "default": { "template": "/data/projects/climate-ref/cache/pmp-climatology/PMP_obs4MIPsClims/pr/gr/v20260513/pr_mon_GPCP-3-3_NASA-GISS_gr_198301-201412_AC_v20260513_2.5x2.5.nc" } }, "RESULTS": { "ACCESS-ESM1-5": { "default": { "r1i1p1f1": { "global": { "bias_xy": { "ann": 0.134453, "djf": 0.108109, "mam": 0.184029, "jja": 0.134438, "son": 0.111656, "CalendarMonths": [ "9.97154e-02", "1.48613e-01", "1.69489e-01", "1.92361e-01", "1.89111e-01", "1.45999e-01", "1.43162e-01", "1.14436e-01", "9.91284e-02", "1.32036e-01", "1.04460e-01", "7.49299e-02" ] }, "cor_xy": { "ann": 0.884577, "djf": 0.869223, "mam": 0.800443, "jja": 0.847999, "son": 0.857329, "CalendarMonths": [ "8.53711e-01", "8.36530e-01", "8.07504e-01", "7.72186e-01", "7.46497e-01", "7.64350e-01", "8.34899e-01", "8.54668e-01", "8.47633e-01", "8.21366e-01", "8.20685e-01", "8.43791e-01" ] }, "mae_xy": { "ann": 0.74189, "djf": 0.935212, "mam": 1.03243, "jja": 0.973126, "son": 0.879828, "CalendarMonths": [ "1.02148e+00", "1.07795e+00", "1.08443e+00", "1.13015e+00", "1.19534e+00", "1.14454e+00", "1.04528e+00", "1.00444e+00", "9.92739e-01", "9.92309e-01", "1.03778e+00", "1.04035e+00" ] }, "mean-obs_xy": { "ann": 3.06641, "djf": 3.0722, "mam": 2.9961, "jja": 3.14274, "son": 3.05433, "CalendarMonths": [ "3.08591e+00", "3.02549e+00", "2.98356e+00", "2.97209e+00", "3.03272e+00", "3.14413e+00", "3.16172e+00", "3.12297e+00", "3.07479e+00", "3.02594e+00", "3.06133e+00", "3.10631e+00" ] }, "mean_xy": { "ann": 3.20087, "djf": 3.18031, "mam": 3.18013, "jja": 3.27718, "son": 3.16598, "CalendarMonths": [ "3.18563e+00", "3.17410e+00", "3.15305e+00", "3.16445e+00", "3.22184e+00", "3.29013e+00", "3.30489e+00", "3.23740e+00", "3.17392e+00", "3.15798e+00", "3.16579e+00", "3.18124e+00" ] }, "rms_devzm": { "ann": 1.00828 }, "rms_xy": { "ann": 1.11869, "djf": 1.60154, "mam": 1.63726, "jja": 1.6033, "son": 1.48283, "CalendarMonths": [ "1.79271e+00", "1.86008e+00", "1.84053e+00", "1.82517e+00", "1.91759e+00", "2.02509e+00", "1.78496e+00", "1.66749e+00", "1.64865e+00", "1.73636e+00", "1.82335e+00", "1.82780e+00" ] }, "rms_xyt": { "ann": 1.81248 }, "rms_y": { "ann": 0.484602 }, "rmsc_xy": { "ann": 1.11058, "djf": 1.59788, "mam": 1.62688, "jja": 1.59766, "son": 1.47862, "CalendarMonths": [ "1.78993e+00", "1.85414e+00", "1.83271e+00", "1.81501e+00", "1.90825e+00", "2.01982e+00", "1.77921e+00", "1.66356e+00", "1.64567e+00", "1.73133e+00", "1.82036e+00", "1.82627e+00" ] }, "std-obs_xy": { "ann": 2.21258, "djf": 2.68512, "mam": 2.30235, "jja": 2.84905, "son": 2.52549, "CalendarMonths": [ "2.80832e+00", "2.70808e+00", "2.49871e+00", "2.40230e+00", "2.50436e+00", "2.89177e+00", "3.01191e+00", "2.92118e+00", "2.73519e+00", "2.60316e+00", "2.67976e+00", "2.78776e+00" ] }, "std-obs_xy_devzm": { "ann": 1.79807 }, "std-obs_xyt": { "ann": 2.71915 }, "std_xy": { "ann": 2.36769, "djf": 3.22322, "mam": 2.70442, "jja": 2.93795, "son": 2.86959, "CalendarMonths": [ "3.42956e+00", "3.37720e+00", "3.10697e+00", "2.83701e+00", "2.79934e+00", "2.98677e+00", "3.16070e+00", "3.18026e+00", "3.09439e+00", "3.02850e+00", "3.18374e+00", "3.39962e+00" ] }, "std_xy_devzm": { "ann": 1.93 }, "std_xyt": { "ann": 3.13848 } }, "doubleITCZ": { "bias_xy": { "ann": 0.617292, "djf": 0.375146, "mam": 1.45997, "jja": 0.640895, "son": 0.0149542, "CalendarMonths": [ "7.03971e-01", "1.35521e+00", "1.15102e+00", "1.48322e+00", "1.72687e+00", "1.09149e+00", "4.53848e-01", "3.71312e-01", "2.41200e-01", "1.10027e-01", "-3.03297e-01", "-9.77376e-01" ] }, "cor_xy": { "ann": 0.835743, "djf": 0.820476, "mam": 0.637916, "jja": 0.743676, "son": 0.88643, "CalendarMonths": [ "7.63448e-01", "7.93799e-01", "7.66621e-01", "5.57742e-01", "4.94031e-01", "6.35156e-01", "7.27059e-01", "8.15325e-01", "8.59530e-01", "8.79228e-01", "8.53131e-01", "8.19843e-01" ] }, "mae_xy": { "ann": 1.49815, "djf": 2.16068, "mam": 2.89403, "jja": 1.59744, "son": 1.1084, "CalendarMonths": [ "2.50654e+00", "3.31539e+00", "2.83121e+00", "3.22756e+00", "3.08699e+00", "2.28612e+00", "1.68348e+00", "1.23742e+00", "1.09140e+00", "1.14730e+00", "1.61963e+00", "2.18449e+00" ] }, "mean-obs_xy": { "ann": 5.7314, "djf": 7.99055, "mam": 6.43456, "jja": 4.2183, "son": 4.26846, "CalendarMonths": [ "8.14326e+00", "8.48871e+00", "7.61931e+00", "6.48169e+00", "5.27022e+00", "4.83698e+00", "4.24346e+00", "3.57526e+00", "3.49392e+00", "4.09634e+00", "5.20958e+00", "7.31800e+00" ] }, "mean_xy": { "ann": 6.34869, "djf": 8.3657, "mam": 7.89453, "jja": 4.8592, "son": 4.28342, "CalendarMonths": [ "8.84723e+00", "9.84392e+00", "8.77033e+00", "7.96491e+00", "6.99709e+00", "5.92848e+00", "4.69731e+00", "3.94658e+00", "3.73512e+00", "4.20636e+00", "4.90628e+00", "6.34062e+00" ] }, "rms_devzm": { "ann": 1.59806 }, "rms_xy": { "ann": 1.90323, "djf": 2.76397, "mam": 3.50686, "jja": 2.36995, "son": 1.57105, "CalendarMonths": [ "3.21970e+00", "3.97591e+00", "3.47580e+00", "3.81660e+00", "3.95463e+00", "3.14745e+00", "2.58159e+00", "1.95565e+00", "1.61643e+00", "1.64162e+00", "2.20198e+00", "2.70457e+00" ] }, "rms_xyt": { "ann": 2.85766 }, "rms_y": { "ann": 1.03368 }, "rmsc_xy": { "ann": 1.80035, "djf": 2.73839, "mam": 3.18851, "jja": 2.28164, "son": 1.57098, "CalendarMonths": [ "3.14180e+00", "3.73781e+00", "3.27968e+00", "3.51660e+00", "3.55767e+00", "2.95213e+00", "2.54138e+00", "1.92008e+00", "1.59833e+00", "1.63792e+00", "2.18100e+00", "2.52179e+00" ] }, "std-obs_xy": { "ann": 2.66277, "djf": 2.92499, "mam": 2.58091, "jja": 3.13868, "son": 3.01462, "CalendarMonths": [ "3.03409e+00", "2.84124e+00", "2.76052e+00", "2.64938e+00", "2.79786e+00", "3.00447e+00", "3.51372e+00", "3.07475e+00", "3.00388e+00", "3.07317e+00", "3.24026e+00", "3.35303e+00" ] }, "std-obs_xy_devzm": { "ann": 2.28695 }, "std-obs_xyt": { "ann": 3.49613 }, "std_xy": { "ann": 3.27576, "djf": 4.56845, "mam": 4.13962, "jja": 3.2302, "son": 3.39404, "CalendarMonths": [ "4.77213e+00", "5.56978e+00", "4.87571e+00", "4.22189e+00", "3.97829e+00", "3.73310e+00", "3.35393e+00", "3.22613e+00", "3.02656e+00", "3.43639e+00", "4.14248e+00", "4.38401e+00" ] }, "std_xy_devzm": { "ann": 2.78207 }, "std_xyt": { "ann": 4.59793 } }, "attributes": { "InputClimatologyFileName": "pr_ACCESS-ESM1-5_historical_r1i1p1f1_clims.198101-200512.AC.v6.nc" } }, "attributes": { "source": "GPCP-3-3" } }, "attributes": { "units": "mm/day" } } } }