DEVELOPING INDICATORS FOR SUSTAINABLE WATER MANAGEMENT IN SELECTED ASIA REGIONS

研究已于2021财政年度（2021年4月至2021年9月）大致达到及完成研究里程碑，并已收集有关产水量及供水量、水质、气象变量测量、问卷调查╱访问，以及从组织╱政府机构收集的数据等次要数据集，主要以虚拟╱网上方式进行。利用相关性分析和结构方程模型等统计分析，完成了对所获得的数据集和图像处理进行评估的初步阶段。这项研究的主要目标已经实现，即模拟气候变化影响和土地覆盖/利用对水资源和可用性的影响所造成的降雨模式和地表气温的变化。关于研究结果/成果报告，在同行评审期刊上发表了许多论文，并在国际会议上作了介绍。除此之外，为了更好地推进研究领域的发展，还利用虚拟/在线模式参加了研讨会/讲习班/培训，如WEAP网络研讨会、202 KW水质建模和模拟、AMOS/SEM方程建模、遥感和GiS高级培训/讲习班

The research milestones have generally been met and completed during FY2021 (April 2021-September 2021).Secondary data sets for water yield and water supply,water quality, meteorological variables measurement,questionnaires/interviews, and data collections from organizations/government bodies have been collected for the research that were mostly performed virtually/online. The preliminary stage of assessing the acquired data sets and image processing has been completed utilizing statistical analysis such as correlation analysis and structural equation modeling. The study's primary goal was met, which was to model changes in rainfall pattern and surface air temperature caused by climate change impact and land cover/use in relation to the influence on water resources and availability. For research findings/results reporting, many publications in peer-reviewed journals were accomplished and presented at the international conference. Apart from that, seminar/workshop/training were attended using virtual/online mode such as WEAP Webinar, QUAL2KW water quality modeling and simulation, AMOS/SEM Equation Modeling, advanced training/workshop for remote sensing and GiS, for better advancement of the research field