yuerongz

PhD students working on LSTM modelling of flood inundation in the University of Melbourne.

Pinned Repositories

1D-CNN-model-for-USRR1DCNN-WH
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 with complex flow paths".
Language:Python2 1 00
DUPLEX-data-split-function
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.
Language:Python0 0 00
LSTM-model-for-SRR-DL-Burnett
LSTM model configurations for SRR-DL framework Butnett River case study
Language:Python10
python-rasterstats
Summary statistics of geospatial raster datasets values based on vector geometries.
Language:Python0 0 00
SRR-method
Python programs for spatial reduction and reconstruction method in flood inundation modelling
Language:Python2 1 11
USRR-method
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"
Language:Python1 2 01

yuerongz/1D-CNN-model-for-USRR1DCNN-WH
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 with complex flow paths".
Language:Python2 1 00
yuerongz/SRR-method
Python programs for spatial reduction and reconstruction method in flood inundation modelling
Language:Python2 1 11
yuerongz/LSTM-model-for-SRR-DL-Burnett
LSTM model configurations for SRR-DL framework Butnett River case study
Language:Python10
yuerongz/USRR-method
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"
Language:Python1 2 01
yuerongz/DUPLEX-data-split-function
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.
Language:Python0 0 00
yuerongz/python-rasterstats
Summary statistics of geospatial raster datasets values based on vector geometries.
Language:Python0 0 00