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Land surface temperature variations and their relationship to fractional vegetation coverage in subtropical regions: A case study in Fujian Province, China

机译:亚热带地区地表温度变化及其与植被覆盖度的关系:以福建省为例

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摘要

Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature (LST) data of MODIS 11A2 and Normalized Difference Vegetation Index (NDVI) products of MODIS 13Q1 were used to analyse the spatial and temporal changes of LST and its relationship with vegetation from 2001 to 2015 in the subtropical region of Fujian Province, China. The LST and NDVI products were reconstructed by Savitzky-Golay (S-G) filtering for abnormal values or missing data due to the influence of cloud contamination. The LST of Fujian decreases from its southeast coast to its northwest mountain area, and the annual average highest LST is greater than 30 degrees C while the lowest LST is about 15 degrees C. In the past 15 years, the average LST in Fujian has declined gradually due to an increase in fractional vegetation coverage (FVC), but the highest LST increased from 30.95 degrees C to 33.05 degrees C across south-east coastal zone cities due to rapid urbanization. From 2001 to 2015, the LST of Fujian Province trended slightly downward; the LST area, however, significantly decreased by 18.85% of the total area of the province and was twice that of the (significant) increase in LST. The changing trend distributions of LST are opposite to those of FVC in general, but LST decreases to greater extent as FVC increases when FVC is above 0.2 - every 10% increase in FVC is accompanied by about a 1.1 degrees C decrease in LST.
机译:利用MODIS 11A2的中分辨率成像光谱仪(MODIS)地表温度(LST)数据和MODIS 13Q1的归一化植被指数(NDVI)产品分析了2001〜2015年LST的时空变化及其与植被的关系。中国福建省亚热带地区。 LST和NDVI产品通过Savitzky-Golay(S-G)过滤重建,以消除由于云污染而导致的异常值或数据丢失。福建的LST从其东南沿海到西北山区逐渐减少,年平均最高LST大于30摄氏度,最低的LST约为15摄氏度。在过去的15年中,福建的平均LST有所下降逐渐由于部分植被覆盖率(FVC)的增加而增加,但由于快速的城市化,东南沿海地区城市的最高LST从30.95摄氏度增加到33.05摄氏度。从2001年到2015年,福建省LST呈小幅下降趋势。然而,LST面积却显着减少了该省总面积的18.85%,是LST(显着)增长的两倍。 LST的变化趋势分布通常与FVC相反,但是当FVC高于0.2时,随着FVC的增加,LST的下降程度更大-FVC每增加10%,LST下降约1.1摄氏度。

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  • 来源
    《International journal of remote sensing》 |2020年第6期|2081-2097|共17页
  • 作者

  • 作者单位

    Fuzhou Univ Natl & Local Joint Engn Res Ctr Satellite Geospat Key Lab Spatial Data Min & Informat Sharing Minist Educ Fuzhou Fujian Peoples R China;

    Chinese Acad Sci Inst Geog Sci & Nat Resources Res Beijing Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
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