Development of high-resolution gridded data for water availability identification through grace data downscaling: Development of machine learning models

• Main Authors: Tao, Hai, Al-Sulttani, Ahmed H., Salih, Sinan Q., Mohammed, Mustafa K. A., Khan, Mohammad Amir, Beyaztas, Beste Hamiye, Ali, Mumtaz, Elsayed, Salah, Shahid, Shamsuddin, Yaseen, Zaher Mundher
• Format: Article
• Published: Elsevier Ltd 2023
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/105409/; http://dx.doi.org/10.1016/j.atmosres.2023.106815

Estimation of total water availability has paramount importance in planning sustainable development of a region, particularly in arid water-scarce areas. Coarse-resolution of existing total water availability or terrestrial water storage anomaly (TWSA) data is the major limitation of their applicati...