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Simulation of the mean urban heat island using 2D surface parameters: empirical modelling, verification and extension

机译:使用二维表面参数模拟平均城市热岛:经验建模,验证和扩展

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The spatial distribution of the annual mean urban heat island (UHI) intensity was simulated applyingempirical models based on datasets from urban areas of Szeged and Debrecen, using simple and easily determinable urbansurface cover variables. These two cities are situated on the Alfold (Great Hungarian Plain) and have similar topographicand climatic conditions. Temperature field measurements were carried out, Landsat satellite images were evaluated, and thenone- and multiple variable models were constructed using linear regression techniques. The selected multiple-parametermodels were verified using independent datasets from three urban settlements. In order to obtain some impression of themean UHI patterns in other cities with no temperature measurements available, the better model was extended to urbanareas of four other cities situated in geographical environments similar to Szeged and Debrecen. The main shortcomingof typical empirical models, namely that they are often restricted to a specific location, is overcome by the obtainedmodel since it is not entirely site but more region specific, and valid in a large and densely populated area with severalsettlements.
机译:基于经验的模型,基于塞格德和德布勒森市区的数据集,使用简单而易于确定的城市表面覆盖变量,通过经验模型对城市平均热岛强度(UHI)的空间分布进行了模拟。这两个城市位于Alfold(匈牙利大平原)上,地势和气候条件相似。进行了温度场测量,评估了Landsat卫星图像,然后使用线性回归技术构建了一个和多个变量模型。使用来自三个城市居民点的独立数据集验证了所选的多参数模型。为了在没有可用温度测量的其他城市中获得一些普通UHI模式的印象,将更好的模型扩展到位于与Szeged和Debrecen类似的地理环境中的其他四个城市的市区。典型的经验模型的主要缺点,即通常将它们限制在特定的位置,已获得的模型克服了这一缺点,因为它并不完全是地点,而是特定于区域,并且在具有多个定居点的大人口密集地区有效。

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