Jang Cheng-Shin, Huang Han-Chen
Department of Leisure and Recreation Management, Kainan University, Taoyuan City, 338, Taiwan.
Department of Tourism and MICE, Chung Hua University, Hsinchu City, 300, Taiwan.
Environ Monit Assess. 2017 Jul;189(7):328. doi: 10.1007/s10661-017-6029-9. Epub 2017 Jun 10.
The Jiaosi Hot Spring Region is one of the most famous tourism destinations in Taiwan. The spring water is processed for various uses, including irrigation, aquaculture, swimming, bathing, foot spas, and recreational tourism. Moreover, the multipurpose uses of spring water can be dictated by the temperature of the water. To evaluate the suitability of spring water for these various uses, this study spatially characterized the spring water temperatures of the Jiaosi Hot Spring Region by integrating ordinary kriging (OK), sequential Gaussian simulation (SGS), and Geographic information system (GIS). First, variogram analyses were used to determine the spatial variability of spring water temperatures. Next, OK and SGS were adopted to model the spatial uncertainty and distributions of the spring water temperatures. Finally, the land use (i.e., agriculture, dwelling, public land, and recreation) was determined using GIS and combined with the estimated distributions of the spring water temperatures. A suitable development strategy for the multipurpose uses of spring water is proposed according to the integration of the land use and spring water temperatures. The study results indicate that the integration of OK, SGS, and GIS is capable of characterizing spring water temperatures and the suitability of multipurpose uses of spring water. SGS realizations are more robust than OK estimates for characterizing spring water temperatures compared to observed data. Furthermore, current land use is almost ideal in the Jiaosi Hot Spring Region according to the estimated spatial pattern of spring water temperatures.
礁溪温泉区是台湾最著名的旅游胜地之一。温泉水经过处理用于多种用途,包括灌溉、水产养殖、游泳、洗浴、足部水疗和休闲旅游。此外,温泉水的多种用途可由水温决定。为评估温泉水用于这些不同用途的适宜性,本研究通过整合普通克里金法(OK)、序贯高斯模拟(SGS)和地理信息系统(GIS),对礁溪温泉区的温泉水温进行了空间特征分析。首先,利用变异函数分析来确定温泉水温的空间变异性。其次,采用OK和SGS对温泉水温的空间不确定性和分布进行建模。最后,利用GIS确定土地利用情况(即农业、住宅、公共土地和娱乐用地),并将其与估算的温泉水温分布相结合。根据土地利用和温泉水温的整合情况,提出了一个适合温泉水多种用途的开发策略。研究结果表明,OK、SGS和GIS的整合能够表征温泉水温以及温泉水多种用途的适宜性。与实测数据相比,在表征温泉水温方面,SGS实现比OK估计更稳健。此外,根据估算的温泉水温空间格局,礁溪温泉区目前的土地利用情况几乎是理想的。