DEVELOPING INDICATORS FOR SUSTAINABLE WATER MANAGEMENT IN SELECTED ASIA REGIONS

研究里程碑通常在2021财年（2021年4月- 2021年9月）期间达到并完成。次要数据集包括产水量和供水、水质、气象变量测量、问卷调查/访谈以及从组织/政府机构收集的数据，这些数据主要是通过虚拟/在线进行的。利用相关分析和结构方程建模等统计分析，完成了对采集数据集的评估和图像处理的初步阶段。该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/利用造成的降雨模式和地表气温变化对水资源和可得性的影响。在研究成果报告方面，在同行评议的期刊上发表了许多论文，并在国际会议上发表。此外，我们亦以虚拟/网上模式参加研讨会/工作坊/培训，例如WEAP网络研讨会、QUAL2KW水质建模及模拟、AMOS/SEM方程建模、遥感及地理信息系统高级培训/工作坊等，以促进研究范畴的进一步发展

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