Journal of Atmospheric and Environmental Optics, Volume. 20, Issue 2, 199(2025)

Spatial and temporal variation and driving forces of land surface temperature in Shijiazhuang

XU Shenshen and LI Chonggui
Author Affiliations
  • College of Geomatics, Xi'an University of Science and Technology, Xi'an 710054, China
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    Figures & Tables(9)
    [in Chinese]
    Land surface temperature inversion results of Shijiazhuang City. (a) June 2004; (b) June 2009; (c) June 2014; (d) May 2020
    Grading map of topographic features. (a) Elevation; (b) slope; (c) aspect
    Relationship between LST, NDVI and topographic features. (a) LST and elevation; (b) LST and slop; (c) LST and aspect; (d) NDVI and elevation; (e) NDVI and slope; (f) NDVI and aspect
    Spatial distribution of regression coefficients of monthly total precipitation (a)–(d), population density (e)–(h), average temperature (i)–(l), NDVI (m)–(p), and relative soil moisture (q)–(t) in 2004, 2009, 2014 and 2020
    • Table 1. Primary Landsat raw data information

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      Table 1. Primary Landsat raw data information

      Primary data identificationImaging date
      LT05_L1TP_124034_20040611_20161130_01_T12004-06-11
      LT05_L1TP_124034_20090625_20161024_01_T12009-06-25
      LC08_L1TP_124034_20140607_20170422_01_T12014-06-27
      LC08_L1TP_124034_20200522_20200527_01_T12020-05-22
    • Table 2. Land surface temperature statistics

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      Table 2. Land surface temperature statistics

      TimeLST/℃
      MaxMinAverageStandard deviation
      2004-0653.22617.74135.4835.041
      2009-0656.60117.94237.2714.360
      2014-0658.94117.31138.1265.457
      2020-0559.10418.38138.7425.173
    • Table 3. Test sheet for collinearity

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      Table 3. Test sheet for collinearity

      Variable

      Monthly total

      precipitation

      Population densityAverage temperatureNDVI

      Relative soil

      moisture

      VIF4.161.882.472.603.08
    • Table 4. Fitting results of different models

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      Table 4. Fitting results of different models

      ModelR2/%Adjusted R2/%AICcRSS
      OLS67.1365.62383.911295.951
      GWR90.2189.64361.65289.128
      GTWR92.3191.86358.57770.062
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    Shenshen XU, Chonggui LI. Spatial and temporal variation and driving forces of land surface temperature in Shijiazhuang[J]. Journal of Atmospheric and Environmental Optics, 2025, 20(2): 199

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    Paper Information

    Category:

    Received: Feb. 3, 2023

    Accepted: --

    Published Online: May. 30, 2025

    The Author Email:

    DOI:10.3969/j.issn.1673-6141.2025.02.008

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