Distinguishing Dominant Drivers on LST Dynamics in the Qinling-Daba Mountains in Central China from 2000 to 2020

被引:6
|
作者
Xi, Mengzhu [1 ,2 ,3 ]
Zhang, Wen [1 ,2 ,3 ]
Li, Wanlong [1 ,2 ,3 ]
Liu, Haodong [1 ,2 ,3 ]
Zheng, Hui [1 ,2 ,3 ]
机构
[1] Henan Univ, Coll Environm & Planning, Key Lab Geospatial Technol Middle & Lower Yellow R, Minist Educ, Kaifeng 475004, Peoples R China
[2] Henan Univ, Henan Key Lab Earth Syst Observat & Modeling, Kaifeng 475004, Peoples R China
[3] Henan Key Lab Integrated Air Pollut Control & Ecol, Kaifeng 475004, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
land surface temperature; driving factors; spatiotemporal differentiation; optimal parameter geographic detector; Qinling-Daba Mountains; LAND-SURFACE TEMPERATURE; CONTRAST; PLATEAU; TRENDS;
D O I
10.3390/rs15040878
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Land surface temperature (LST) is an important driving factor in the land-atmosphere energy cycle. To examine the spatiotemporal patterns of LST changes and the internal mechanisms driven by multiple factors, we used a trend analysis method on TRIMS LST data from 2000 to 2020 in the Qingling-Daba Mountains. The optimal parameter geographic detector (OPGD) model was used to detect the influence of twelve factors, including elevation, precipitation, albedo, relative humidity (RH) and normalized difference vegetation index (NDVI), on the spatial distribution of LST, as well as to explore the dominant factors affecting LST differentiation in the study area. The results showed that: (1) From 2000 to 2020, the average annual LST of the Qinling-Daba Mountains was 18.17 degrees C. The warming trend was obvious (0.034 degrees C/a), and the warming effect at nighttime (0.066 degrees C/a) was stronger than that during daytime (0.0004 degrees C/a). The difference between day and night temperature (DIF) was decreasing. (2) The seasonal changes in LST and DIF in the Qinling-Daba Mountains were significant, and the spatial distribution of their average values in the summer was slightly larger and fluctuated more than in the other seasons. (3) Elevation was the main driving factor affecting the spatial distribution of LST, with the contribution scores of 62.9% in the daytime and 92.7% in the nighttime. The controlling effects of these factors were generally stronger in the nighttime than in the daytime. (4) Nighttime elevation had the strongest interaction with precipitation (contribution score of 95%), while daytime elevation had the strongest interaction with albedo (contribution rate of 83%). We revealed the temporal and spatial variation in LST in the Qinling-Daba Mountains since 2000 and explored the main driving factors involved, thereby improving our understanding of LST changes in the Qinling-Daba Mountains. This study can provide a scientific basis for distinguishing dominant drivers of LST dynamics in the Qinling-Daba Mountains.
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页数:19
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