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1. SRR-method SRR-method Public

   Python programs for spatial reduction and reconstruction method in flood inundation modelling

   Python 2 1

2. 1D-CNN-model-for-USRR1DCNN-WH 1D-CNN-model-for-USRR1DCNN-WH Public

   Python program used to develop 1D-CNN models for simualtion of water depths at representative locations, as presented in "Deep learning-based rapid flood inundation modelling for flat floodplains w…

   Python 2

3. LSTM-model-for-SRR-DL-Burnett LSTM-model-for-SRR-DL-Burnett Public

   LSTM model configurations for SRR-DL framework Butnett River case study

   Python 1

4. USRR-method USRR-method Public

   Python program developed to apply the U-Net-based spatial reduction and reconstruction method for "Deep learning-based rapid flood inundation modelling for flat floodplains with complex flow paths"

   Python 1 1

5. DUPLEX-data-split-function DUPLEX-data-split-function Public

   Apply DUPLEX data split to the given dataset and return training and test datasets. REF: Snee, R. D. (1977). Validation of regression models: methods and examples. Technometrics, 19(4), 415-428.

   Python

6. python-rasterstats python-rasterstats Public

   Forked from joelrahman/python-rasterstats

   Summary statistics of geospatial raster datasets values based on vector geometries.

   Python