Urban heat island and its regional impacts using remotely sensed thermal data—a review of recent developments and methodology

H Shi, G Xian, R Auch, K Gallo, Q Zhou - Land, 2021 - mdpi.com
Many novel research algorithms have been developed to analyze urban heat island (UHI)
and UHI regional impacts (UHIRIP) with remotely sensed thermal data tables. We present a
comprehensive review of some important aspects of UHI and UHIRIP studies that use
remotely sensed thermal data, including concepts, datasets, methodologies, and
applications. We focus on reviewing progress on multi-sensor image selection,
preprocessing, computing, gap filling, image fusion, deep learning, and developing new …

[PDF][PDF] Urban Heat Island and Its Regional Impacts Using Remotely Sensed Thermal Data—A Review of Recent Developments and Methodology. Land 2021, 10, 867

H Shi, G Xian, R Auch, K Gallo, Q Zhou - 2021 - researchgate.net
Many novel research algorithms have been developed to analyze urban heat island (UHI)
and UHI regional impacts (UHIRIP) with remotely sensed thermal data tables. We present a
comprehensive review of some important aspects of UHI and UHIRIP studies that use
remotely sensed thermal data, including concepts, datasets, methodologies, and
applications. We focus on reviewing progress on multi-sensor image selection,
preprocessing, computing, gap filling, image fusion, deep learning, and developing new …
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