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On the Importance of Time for GIS View Measures and Their Use in Hedonic Property Models: Does Being Temporally Explicit Matter?

机译:关于时间的重要性,对于地理信息系统视图度量及其在享乐属性模型中的使用:是否暂时明确?

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Progress in GIScience has advanced the ability to represent and analyze view characteristics. GIS-derived view measures requiring digital elevation surface models are used in hedonic property models to quantify the amenity value of view for parcel sales transactions. Ideally models should represent surface elevations that are temporally synchronized with parcel sale dates. Temporal synchronization for studies spanning multiple years may require significant effort. Few studies have undertaken this effort, leading us to investigate in this research the need to be temporally explicit. We evaluate two competing surface model approaches based on: (1) a single year 2000 LiDAR surface product; and (2) annual-specific surface products for 1995-2002. Two competing view measures based on the different surface approaches are constructed for 561 parcel transactions during 1995-2002 in a coastal North Carolina county and are input into hedonic regression models. Results showed that being temporally explicit did matter in terms of finding significantly different view measures but did not matter in terms of finding significantly different effects of view on parcel sales prices. Despite mixed results for our case study, we advise that future research involving GIS-based view measurement should consider the spatial and temporal contexts of study area development patterns when evaluating the need to be temporally explicit.
机译:GIS科学的进步已经增强了表示和分析视图特征的能力。享乐属性模型中使用了需要数字高程曲面模型的GIS派生视图度量,以量化包裹销售交易的视图舒适度值。理想情况下,模型应表示与包裹销售日期在时间上同步的表面高程。跨多年研究的时间同步可能需要大量的精力。很少有研究进行了这项工作,导致我们在这项研究中调查在时间上明确的需求。我们基于以下两个方面评估竞争的表面模型方法:(1)一年2000 LiDAR表面产品; (2)1995-2002年的年度特定表面产品。 1995年至2002年,在北卡罗来纳州沿海一个县,针对561个宗地交易构建了两种基于不同表面方法的竞争性视图度量,并将其输入到享乐回归模型中。结果表明,在时间上明确表示对找到明显不同的视图度量确实很重要,但是对于发现对包裹销售价格的显着不同效果却没有关系。尽管本案例研究的结果参差不齐,但我们建议,涉及基于GIS的视图测量的未来研究应在评估时间上明确的需求时考虑研究区域开发模式的时空背景。

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