CMIP5 Decadal Precipitation at Catchment Level and Its Implication to Future Prediction

This study assesses the monthly precipitation of CMIP5 decadal experiment over Brisbane River catchment for a spatial resolution of 0.050 and then predicts the monthly precipitation for decadal timescale through a Bidirectional LSTM and Machine Learning Algorithms using GCMs and observed data. To us...

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Bibliographic Details
Main Author: Hossain, Md Monowar
Format: Thesis
Published: Curtin University 2022
Online Access:http://hdl.handle.net/20.500.11937/89149