configs.json

{
    "site name": "US-Bi1",
    
    "model configurations": {
        "time zone": -8,
        "latitude": 38.0991538,
        "longitude": -121.49933,
        "stomata type": 1,
        "leaf angle type": 1,
        "leaf relative humidity module": 0,
        "soil respiration module": 1,
        "canopy height": 0.8,
        "measurement height": 5.0,
        "soil depth": 0.15,
        "number of canopy layers": 50,
        "number of atmospheric layers": 50,
        "number of observed steps per day": 48,
        "number of solver iterations": 15,
        "dispersion matrix": "../../../data/dij/Dij_US-Bi1_50L.csv",
        "model parameters": null,
        "model type": null
    },

    "data": {
        "training forcings": "../../../data/fluxtower/US-Bi1/US-Bi1-forcings.csv",
        "training fluxes": "../../../data/fluxtower/US-Bi1/US-Bi1-fluxes.csv",
        "test forcings": "../../../data/fluxtower/US-Bi1/US-Bi1-forcings-test.csv",
        "test fluxes": "../../../data/fluxtower/US-Bi1/US-Bi1-fluxes-test.csv"
    },

    "learning configurations": {
        "batch size": 1000,
        "number of epochs": 0,
        "output function": "canopy LE NEE",
        "output scaler": "standard",
        "loss function": {
            "type": "MSE",
            "weights": [0.5, 0.5]
        },
        "tunable parameters": [
            "bprime", "ep", "lleaf", "qalpha", "LeafRHDL", "kball", "leaf_clumping_factor", 
            "vcopt", "jmopt", "rd25", "toptvc", "toptjm", "epsoil",
            "par_reflect", "par_trans", "par_soil_refl", 
            "nir_reflect", "nir_trans", "nir_soil_refl",
            "q10a", "q10b", "q10c"
        ],
        "optimizer": {
            "type": "Adam",
            "learning_scheduler": {
                "type": "piecewise constant",
                "args": {
                    "init_value": 0.01,
                    "boundaries_and_scales": {
                        "50": 0.5, "100": 0.5, "200": 0.5
                    }
                }
            },
            "args": {}
        }
    },

    "saving configurations": {
        "new model": "./US-Bi1_model.eqx",
        "loss values": "./US-Bi1_loss.csv"
    }

}