The Relationship between Availability of Green Space and Comfort Index Based on Remote Sensing Data Analysis

I. K. Putrajaya, I. P. Mas Martayana
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Abstract

The increasing need for built-up land in Singaraja City has caused a decrease in the quantity of green space. The availability of green space is important to know the percentage of the area and its distribution because it can be related to the environmental comfort index. This study aims to analyze the availability of green space, environmental comfort index, and the relationship between the availability of green space and the comfort index. The main data obtained from Landsat 8 imagery and measurement results. Then the data were analyzed descriptively quantitatively to measure the percentage area of green space based on the NDVI value, the comfort index based on the THI value and linear regression analysis between the two variables. The results obtained indicate that the availability of green space is 50.84% of the area of Singaraja City which is spread in suburban areas. Most of the comfort levels are categorized as uncomfortable, especially in downtown areas and only a few areas that are categorized as comfortable or comfortable enough are scattered in suburban areas. This is due to the compaction of buildings and activities in the downtown area. The two variables show a significant level of relationship (R2) which is quite strong, which is 0.6299, but it is necessary to conduct an in-depth study related to other factors that also affect the comfort level of the city. This research is important to do and provide information in addressing urban problems comprehensively.
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基于遥感数据分析的绿地可利用性与舒适度的关系
新加拉加市对建设用地日益增长的需求导致了绿地数量的减少。绿色空间的可用性对于了解面积的百分比及其分布是很重要的,因为它可以与环境舒适度指数有关。本研究旨在分析绿地可利用性、环境舒适度以及绿地可利用性与舒适度之间的关系。主要数据来源于Landsat 8的影像和测量结果。然后对数据进行描述性定量分析,以NDVI值为基础测算绿地面积百分比,以THI值为基础测算绿地舒适度,并对二者进行线性回归分析。结果表明:新加坡城市绿地可利用面积为50.84%,分布在郊区;特别是在市中心,大部分的舒适程度被划分为“不舒服”,只有少数舒适或足够舒适的地区分散在郊区。这是由于市中心的建筑物和活动密集造成的。这两个变量之间的关系达到了显著水平(R2), R2为0.6299,且关系非常强,但还需要对其他同样影响城市舒适度的因素进行深入的研究。这项研究对全面解决城市问题具有重要意义,并为解决城市问题提供信息。
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