Matlab implementation of MISDc continuous rainfall-runoff model (2-layer and lumped version including snow routine).
[Brocca_etal_2011] [Massari_et_al_2015] [Ciabatta_et_al_2016] [Camici_et_al_2020].
In Test_data and Results you can find the dataset for testing the code and the corresponding results.
Just run the script "run_MILc_WEB_2L_snow_IE.m" to calibrate and run the model at daily temporal resolution (with also a short Tutorial).
ENJOY!
| [Brocca_etal_2011] | Brocca, L., Melone, F., Moramarco, T. (2011). Distributed rainfall-runoff modelling for flood frequency estimation and flood forecasting. Hydrological Processes, 25 (18), 2801-2813, doi:10.1002/hyp.8042. https://doi.org/10.1002/hyp.8042 |
| [Brocca_etal_2013] | Brocca, L., Liersch, S., Melone, F., Moramarco, T., Volk, M. (2013). Application of a model-based rainfall-runoff database as efficient tool for flood risk management. Hydrology and Earth System Sciences, 17, 3159-3169, doi:10.5194/hess-17-3159-2013. https://doi.org/10.5194/hess-17-3159-2013 |
| [Camici_et_al_2014] | Camici, S., Brocca, L., Melone, F., Moramarco, T. (2014). Impact of climate change on flood frequency using different climate models and downscaling approaches. Journal of Hydrologic Engineering, 19(8), 04014002, doi:10.1061/(ASCE)HE.1943-5584.0000959. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000959 |
| [Massari_et_al_2015] | Massari, C., Brocca, L., Tarpanelli, A., Moramarco, T. (2015). Data assimilation of satellite soil moisture into rainfall-runoff modelling: a complex recipe? Remote Sensing, 7(9), 11403-11433, doi:10.3390/rs70911403. https://doi.org/10.3390/rs70911403 |
| [Ciabatta_et_al_2016] | Ciabatta, L., Brocca, L., Massari, C., Moramarco, T., Gabellani, S., Puca, S., Wagner, W. (2016). Rainfall-runoff modelling by using SM2RAIN-derived and state-of-the-art satellite rainfall products over Italy. International Journal of Applied Earth Observation and Geoinformation, 48, 163-173, doi:10.1016/j.jag.2015.10.004. https://doi.org/10.1016/j.jag.2015.10.004 |
| [Masseroni_et_al_2017] | Masseroni, D., Cislaghi, A., Camici, S., Massari, C., Brocca, L. (2017). A reliable rainfall-runoff model for flood forecasting: review and application to a semiurbanized watershed at high flood risk in Italy. Hydrology Research, 48(3), 726-740, doi:10.2166/nh.2016.037. https://doi.org/10.2166/nh.2016.037 |
| [Brocca_et_al_2018] | Camici, S., Ciabatta, L., Massari, C., Brocca, L. (2018). How reliable are satellite precipitation estimates for driving hydrological models: a verification study over the Mediterranean area. Journal of Hydrology, 563, 950-961, doi:10.1016/j.jag.2015.10.004. https://doi.org/10.1016/j.jag.2015.10.004 |
| [Brocca_et_al_2020] | Brocca, L., Massari, C., Pellarin, T., Filippucci, P., Ciabatta, L., Camici, S., Kerr, Y.H., Fernández-Prieto, D. (2020). River flow prediction in data scarce regions: soil moisture integrated satellite rainfall products outperform rain gauge observations in West Africa. Scientific Reports, 10, 12517, doi:10.1038/s41598-020-69343-x. https://doi.org/10.1038/s41598-020-69343-x |
| [Camici_et_al_2020] | Camici, S, Massari, C., Ciabatta, L., Marchesini, I., Brocca, L. (2020). Which rainfall metric is more informative about the flood simulation performance? A comprehensive assessment on 1318 basins over Europe. Hydrology and Earth System Sciences, 24, 4869–4885, doi:10.5194/hess-24-4869-2020. https://doi.org/10.5194/hess-24-4869-2020 |