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Fig 1.

Dalian City, Liaoning Province, China.

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Table 1.

Surface temperature statistics in 2016.

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Table 1 Expand

Table 2.

Equations for estimating the average operation temperature of the atmosphere.

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Table 2 Expand

Table 3.

Determination of the ranges of different surface temperature intervals.

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Table 3 Expand

Fig 2.

Buffer map of the study area (left) and the buffer map without the vegetated and mountainous areas (right).

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Fig 3.

Flowchart of the proposed method.

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Fig 4.

Scatter plot of the measured air temperature and the remotely sensed land surface temperature.

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Fig 5.

Spring, summer, autumn and winter temperature distributions and percentages for each temperature zone.

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Table 4.

Surface temperature statistics (°C).

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Table 4 Expand

Fig 6.

Elevation (DEM) and the slope of the study area.

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Fig 7.

Mean elevation (DEM) and the slope values for each temperature level.

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Fig 8.

Scatter plot of the DEM, slope and surface temperatures.

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Fig 9.

Scatter plot of the NDVI and the surface temperature.

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Fig 9 Expand

Fig 10.

Distance to the coastlines.

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Fig 11.

Scatter plot of the stable lights data and the surface temperature.

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Fig 11 Expand

Table 5.

Cubist analysis results.

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Table 5 Expand