DEVELOPING INDICATORS FOR SUSTAINABLE WATER MANAGEMENT IN SELECTED ASIA REGIONS

2021财年(2021年4月至2021年9月)期间基本达到并完成了研究里程碑。为进行研究，收集了产水量和供水、水质、气象变量测量、问卷/访谈和组织/政府机构的数据收集的次要数据集，这些数据大多是通过虚拟/在线进行的。利用相关分析和结构方程建模等统计分析，已经完成了评估所获得的数据集和图像处理的初步阶段。这项研究的主要目标是模拟气候变化影响和土地覆盖/利用对水资源和可获得性的影响所引起的降雨模式和地表气温的变化。在研究成果/成果报告方面，在同行评议的期刊上发表了许多出版物，并在国际会议上作了介绍。此外，还以虚拟/在线方式参加了研讨会/讲习班/培训，如WEAP网络研讨会、QUAL2KW水质建模和模拟、AMOS/SEM方程建模、遥感和地理信息系统高级培训/讲习班，以更好地促进研究领域的发展

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