Ingenieur Vol 99 final July-Sept 2024 | Page 34

INGENIEUR
INGENIEUR
Eyring , V ., Bony , S ., Meehl , G . A ., Senior , C . A ., Stevens , B ., Stouffer , R . J ., & Taylor , K . E . ( 2016 ). Overview of the Coupled Model Intercomparison Project Phase 6 ( CMIP6 ) experimental design and organization . Geoscientific Model Development , 9 ( 5 ), 1937 – 1958 .
Firdaus , R . B . R ., Leong Tan , M ., Rahmat , S . R ., & Senevi Gunaratne , M . ( 2020 ). Paddy , rice and food security in Malaysia : A review of climate change impacts . Cogent Social Sciences , 6 ( 1 ), 1818373 .
Fox , J . T ., & Magoulick , D . D . ( 2019 ). Predicting hydrologic disturbance of streams using species occurrence data . Science of the Total Environment , 686 , 254 – 263 .
Han , J ., Miao , C ., Duan , Q ., Wu , J ., Lei , X ., & Liao , W . ( 2020 ). Variations in start date , end date , frequency and intensity of yearly temperature extremes across China during the period 1961- 2017 . Environmental Research Letters , 15 ( 4 ), 045007 .
Hanafiah , M . M ., Ghazali , N . F ., Harun , S . N ., Abdulaali , H . S ., Abdul Hasan , M . J ., & Amri Kamarudin , M . K . ( 2019 ). Assessing water scarcity in malaysia : A case study of rice production . Desalination and Water Treatment , 149 , 274 – 287 .
Hussain , D ., & Khan , A . A . ( 2020 ). Machine learning techniques for monthly river flow forecasting of Hunza River , Pakistan . Earth Science Informatics , 13 ( 3 ), 939 – 949 .
IPCC . ( 2022 ). Climate Change 2022 : Impacts , Adaptation and Vulnerability . Working Group II Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change ( H . -O . Pörtner , D . C . Roberts , M . M . B . Tignor , E . Poloczanska , K . Mintenbeck , A . Alegría , M . Craig , S . Langsdorf , S . Löschke , V . Möller , A . Okem , B . Rama , D . Belling , W . Dieck , S . Götze , T . Kersher , P . Mangele , B . Maus , A . Mühle , … N . Weyer ( eds .)). Cambridge , UK and New York , USA : Cambridge University Press .
Ismail , H ., Kamal , M . R ., Abdullah , A . F . B ., Jada , D . T ., & Hin , L . S . ( 2020 ). Modeling future streamflow for adaptive water allocation under climate change for the Tanjung Karang rice irrigation scheme Malaysia . Applied Sciences ( Switzerland ), 10 ( 14 ), 4885 .
Ismail , H ., Rowshon , M . K ., Hin , L . S ., & Abdullah , A . F . B . ( 2020 ). Performance of Hec-HMS and ArcSWAT models for assessing climate change impacts on streamflow at Bernam River Basin in Malaysia . Pertanika Journal of Science and Technology , 28 ( 3 ), 1027 – 1048 .
Khazanah Research Institute . ( 2019 ). The status of the paddy and rice industry in Malaysia . Kuala Lumpur : Khazanah Research Institute .
Konapala , G ., Kao , S . C ., Painter , S . L ., & Lu , D . ( 2020 ). Machine learning assisted hybrid models can improve streamflow simulation in diverse catchments across the conterminous US . Environmental Research Letters , 15 ( 10 ), 104022 .
Lee , T . S ., Haque , M . A ., & Najim , M . M . M . ( 2005 ). Modeling water resources allocation in a run-ofthe-river rice irrigation scheme . Water Resources Management , 19 ( 5 ), 571 – 584 .
Li , X ., Sha , J ., & Wang , Z . L . ( 2019 ). Comparison of daily streamflow forecasts using extreme learning machines and the random forest method . Hydrological Sciences Journal , 64 ( 15 ), 1857 – 1866 .
Li , Y ., Liang , Z ., Hu , Y ., Li , B ., Xu , B ., & Wang , D . ( 2020 ). A multi-model integration method for monthly streamflow prediction : Modified stacking ensemble strategy . Journal of Hydroinformatics , 22 ( 2 ), 310 – 326 .
Lukas , J ., Barsugli , J ., Doesken , N ., Rangwala , I ., & Wolter , K . ( 2014 ). Climate Change in Colorado : A Synthesis to Support Water Resources Management and Adaptation . Colorado , USA : University of Colorado Boulder .
Mirzabaev , A ., Bezner Kerr , R ., Hasegawa , T ., Pradhan , P ., Wreford , A ., Cristina Tirado von der Pahlen , M ., & Gurney-Smith , H . ( 2023 ). Severe climate change risks to food security and nutrition . Climate Risk Management , 39 ( June 2022 ), 100473 .
Mohd Aris , N . A ., Daliman , S ., Rendra , P . P . R ., Sukiyah , E ., Hadian , M . S . D ., & Sulaksana , N . ( 2023 ). Integrating remote sensing and GIS techniques for accurate mapping and analysis of paddy field distribution in Kelantan : a case study . 5th International Conference on Tropical Resources and Sustainable Sciences ( CTReSS 5.0 2023 ), 73 , 05010 .
Molotoks , A ., Smith , P ., & Dawson , T . P . ( 2021 ). Impacts of land use , population , and climate change on global food security . Food and Energy Security , 10 ( 1 ), 1 – 20 .
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