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...
| Main Author: | Hossain, Md Monowar |
|---|---|
| Format: | Thesis |
| Published: |
Curtin University
2022
|
| Online Access: | http://hdl.handle.net/20.500.11937/89149 |
Similar Items
A comparative study on 10 and 30-year simulation of CMIP5 decadal hindcast precipitation at catchment level
by: Hossain, Md Monowar, et al.
Published: (2021)
by: Hossain, Md Monowar, et al.
Published: (2021)
Comparing Spatial Interpolation Methods for CMIP5 Monthly Precipitation at Catchment Scale
by: Hossain, MD Monowar, et al.
Published: (2021)
by: Hossain, MD Monowar, et al.
Published: (2021)
Comparative assessment on climate prediction from CMIP5 and CMIP6 models over Hulu Terengganu, Malaysia
by: Wan Amirul Syahmi, Wan Mazlan, et al.
Published: (2023)
by: Wan Amirul Syahmi, Wan Mazlan, et al.
Published: (2023)
Historical and future antarctic precipitation based on cmip5 models, reanalysis data and in situ measurements / Malcolm Tang Siong Yii
by: Malcolm Tang , Siong Yii
Published: (2020)
by: Malcolm Tang , Siong Yii
Published: (2020)
Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models
by: Teng, H., et al.
Published: (2018)
by: Teng, H., et al.
Published: (2018)
Assessment on the climate change impact using CMIP6
by: Wan Zunairah, Othman, et al.
Published: (2023)
by: Wan Zunairah, Othman, et al.
Published: (2023)
River Bedup catchment water level prediction using pre-developed ANN Model of Siniawan catchment
by: Bustami, R.
Published: (2011)
by: Bustami, R.
Published: (2011)
Artificial neural network for precipitation and water level predictions of Bedup River
by: Bustami, R., et al.
Published: (2007)
by: Bustami, R., et al.
Published: (2007)
A decade of German Engineering Education collaboration: past, present and future
by: Muhammad Hafiz Aswad, Ahmad Kamal
Published: (2020)
by: Muhammad Hafiz Aswad, Ahmad Kamal
Published: (2020)
Projected irrigation demand for large-scale rice granary under future climate scenarios based on CMIP6 multi-GCM ensemble: a case study of kerian Irrigation Scheme, Malaysia
by: Mohd Nasir, Muhammad Adib, et al.
Published: (2024)
by: Mohd Nasir, Muhammad Adib, et al.
Published: (2024)
Long-term rainfall projection based on CMIP6 scenarios for Kurau River Basin of ricea‘growing irrigation scheme, Malaysia
by: Mohd Adib, Muhammad Nasir, et al.
Published: (2022)
by: Mohd Adib, Muhammad Nasir, et al.
Published: (2022)
After two decades of halal consumer research: is there a future for aquaculture discipline?
by: Mustafa, Hasri, et al.
Published: (2023)
by: Mustafa, Hasri, et al.
Published: (2023)
The efficiency of average linkage hierarchical clustering algorithm associated multi-scale bootstrap resampling in identifying homogeneous precipitation catchments
by: Chuan, Zun Liang, et al.
Published: (2018)
by: Chuan, Zun Liang, et al.
Published: (2018)
Estimating Missing Precipitation to Optimize Parameters for Prediction of Daily Water Level Using Artificial Neural Network
by: Dayang Suhaila, Awang Suhaili
Published: (2006)
by: Dayang Suhaila, Awang Suhaili
Published: (2006)
Modelling And Forecasting Of Flow Rate, Water Level And Water Quality Of Muda River And Beris Dam At Sungai Muda Catchment, Kedah Darul Aman, Malaysia
by: Hossain, Md. Azmal
Published: (2012)
by: Hossain, Md. Azmal
Published: (2012)
The decade-long cryptocurrencies and the blockchain rollercoaster: Mapping the intellectual structure and charting future directions
by: Klarin, Anton
Published: (2020)
by: Klarin, Anton
Published: (2020)
Techno-economic evaluation of off-grid hybrid renewable energy system for rural resort electrification in Malaysia / Monowar Hossain
by: Monowar, Hossain
Published: (2017)
by: Monowar, Hossain
Published: (2017)
Hourly water level prediction of sungai bedup catchement using pre-developed ANNs model from Siniawan catchment
by: Hong,, Calvin Chiao Chun
Published: (2009)
by: Hong,, Calvin Chiao Chun
Published: (2009)
Assessment of future climate change impacts on hydrological behavior of Richmond River Catchment
by: Al-Safi, H., et al.
Published: (2017)
by: Al-Safi, H., et al.
Published: (2017)
Film censorship: challenges for the upcoming decades
by: Islam, Md. Zahidul
Published: (2020)
by: Islam, Md. Zahidul
Published: (2020)
Earthquake geology of Kashmir Basin and its implications for future large earthquakes
by: Shah, Afroz Ahmad
Published: (2013)
by: Shah, Afroz Ahmad
Published: (2013)
Streamflow projection under CMIP6 climate scenarios using a support vector regression: a case study of the Kurau River Basin of Northern Malaysia
by: Mohd Nasir, Muhammad Adib, et al.
Published: (2024)
by: Mohd Nasir, Muhammad Adib, et al.
Published: (2024)
Nature of the Construction Industry, Its Needs and Its Development: A Review of Four Decades of Research
by: Ofori, George
Published: (2015)
by: Ofori, George
Published: (2015)
A Study of Chinese Traditional Opera and Its Decadency: A Comparative Analysis
by: Shen, Sitao
Published: (2013)
by: Shen, Sitao
Published: (2013)
Celebrating a decade of Asiatic
by: Quayum, Mohammad Abdul
Published: (2016)
by: Quayum, Mohammad Abdul
Published: (2016)
Anecdotes and Lessons of a Decade
by: Ward, T., et al.
Published: (2008)
by: Ward, T., et al.
Published: (2008)
Lessons from the Bologna decade
by: Abd Razak, Dzulkifli
Published: (2010)
by: Abd Razak, Dzulkifli
Published: (2010)
Future trends in security issues in internet and web applications
by: Pathan, Al-Sakib Khan, et al.
Published: (2012)
by: Pathan, Al-Sakib Khan, et al.
Published: (2012)
Evaluation of the impacts of future hydrological changes on the sustainable water resources management of the Richmond River catchment
by: Al-Safi, H., et al.
Published: (2018)
by: Al-Safi, H., et al.
Published: (2018)
Supercritical fluid technology and its pharmaceutical applications: a revisit with two decades of progress
by: Liew, Kai Bin, et al.
Published: (2020)
by: Liew, Kai Bin, et al.
Published: (2020)
The prediction of suspended solids of river in forested catchment using artificial neural network
by: Juahir, Hafizan, et al.
Published: (2008)
by: Juahir, Hafizan, et al.
Published: (2008)
Prediction of floatable litter using hydrological response modeling at Sungai Batu catchment
by: Abdul Malik, Nur Khaliesah
Published: (2019)
by: Abdul Malik, Nur Khaliesah
Published: (2019)
Public perception of the wood products industry in Malaysia and its implication on the future workforce
by: Ratnasingam, Jegatheswaran, et al.
Published: (2022)
by: Ratnasingam, Jegatheswaran, et al.
Published: (2022)
Coupled dissolution and precipitation at the cerussite-phosphate solution interface: Implications for immobilization of lead in soils
by: Wang, L., et al.
Published: (2013)
by: Wang, L., et al.
Published: (2013)
Novel Approach to Predict and Model Asphaltene Precipitation and Deposition in Multiphase Flow
by: Elkahky, Sherif
Published: (2021)
by: Elkahky, Sherif
Published: (2021)
Future projections of extreme precipitation using Advanced Weather Generator (AWE-GEN) over Peninsular Malaysia
by: Abdul Halim, Syafrina, et al.
Published: (2014)
by: Abdul Halim, Syafrina, et al.
Published: (2014)
The application of conceptual modelling to assess the impacts of future climate change on the hydrological response of the Harvey River catchment
by: Al-Safi, H., et al.
Published: (2018)
by: Al-Safi, H., et al.
Published: (2018)
Hydrological impacts of climate change on the future streamflow of three unregulated catchments of the Australian hydrologic reference stations
by: Al-Safi, H.I.J., et al.
Published: (2019)
by: Al-Safi, H.I.J., et al.
Published: (2019)
Five decades of mathematics education research
by: Inglis, Matthew, et al.
Published: (2018)
by: Inglis, Matthew, et al.
Published: (2018)
The Malaysian Bureaucracy : four decades of development
by: Abdullah Sanusi Ahmad,, et al.
Published: (2003)
by: Abdullah Sanusi Ahmad,, et al.
Published: (2003)
Similar Items
-
A comparative study on 10 and 30-year simulation of CMIP5 decadal hindcast precipitation at catchment level
by: Hossain, Md Monowar, et al.
Published: (2021) -
Comparing Spatial Interpolation Methods for CMIP5 Monthly Precipitation at Catchment Scale
by: Hossain, MD Monowar, et al.
Published: (2021) -
Comparative assessment on climate prediction from CMIP5 and CMIP6 models over Hulu Terengganu, Malaysia
by: Wan Amirul Syahmi, Wan Mazlan, et al.
Published: (2023) -
Historical and future antarctic precipitation based on cmip5 models, reanalysis data and in situ measurements / Malcolm Tang Siong Yii
by: Malcolm Tang , Siong Yii
Published: (2020) -
Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models
by: Teng, H., et al.
Published: (2018)