The spatiotemporal pattern and influencing factors of land surface temperature change in China from 2003 to 2019

被引:58
作者
Song, Zengjing [1 ]
Yang, Hong [1 ,2 ]
Huang, Xiaojuan [1 ]
Yu, Wenping [1 ]
Huang, Jing [1 ]
Ma, Mingguo [1 ]
机构
[1] Southwest Univ, Sch Geog Sci, Chongqing Jinfo Mt Karst Ecosyst Natl Observat &, Chongqing 400715, Peoples R China
[2] Univ Reading, Dept Geog & Environm Sci, Reading RG6 6AB, Berks, England
基金
中国国家自然科学基金;
关键词
Interannual and seasonal trends; Albedo; Air temperature; Evapotranspiration; Vegetation; Land surface temperature; URBAN HEAT-ISLAND; CLIMATE-CHANGE; LOESS PLATEAU; VEGETATION; PRODUCT; VALIDATION; PHENOLOGY; RECONSTRUCTION; VARIABILITY; CONTRAST;
D O I
10.1016/j.jag.2021.102537
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Land surface temperature (LST) is an essential parameter in land-atmosphere interaction. However, it is still poorly understood about the effects of seasonal LST on the interannual LST change and the dominant driving force for the variation in LST. In this study, trends of time-series LST were analyzed by using both linear and nonlinear methods. Two indices were developed to evaluate the effects of seasonal LST trends on interannual LST change. The main driving factor of LST was identified based on each pixel. Two turning points were founded in 2007 and 2011 during the study period of 2003-2019. A significant cooling trend of LST appeared from 2007 to 2011/2012 with the rates of -0.2237 K/year (daytime) and-0.1239 K/year (nighttime). LST increased in almost all seasons except the daytime in autumn. The warming effect in spring and winter contributed 69.43% to interannual warming of daytime LST, and accounted for 59.02% of interannual warming of nighttime LST. In most regions of China, air temperature and vegetation were the dominant factors influencing the change of LST. The current research improved our understanding of changes of LST and the results can serve for mitigating and adapting to climate change.
引用
收藏
页数:11
相关论文
共 69 条
[1]   Urban heat islands in China enhanced by haze pollution [J].
Cao, Chang ;
Lee, Xuhui ;
Liu, Shoudong ;
Schultz, Natalie ;
Xiao, Wei ;
Zhang, Mi ;
Zhao, Lei .
NATURE COMMUNICATIONS, 2016, 7
[2]   Role of land-surface changes in Arctic summer warming [J].
Chapin, FS ;
Sturm, M ;
Serreze, MC ;
McFadden, JP ;
Key, JR ;
Lloyd, AH ;
McGuire, AD ;
Rupp, TS ;
Lynch, AH ;
Schimel, JP ;
Beringer, J ;
Chapman, WL ;
Epstein, HE ;
Euskirchen, ES ;
Hinzman, LD ;
Jia, G ;
Ping, CL ;
Tape, KD ;
Thompson, CDC ;
Walker, DA ;
Welker, JM .
SCIENCE, 2005, 310 (5748) :657-660
[3]   China and India lead in greening of the world through land-use management [J].
Chen, Chi ;
Park, Taejin ;
Wang, Xuhui ;
Piao, Shilong ;
Xu, Baodong ;
Chaturvedi, Rajiv K. ;
Fuchs, Richard ;
Brovkin, Victor ;
Ciais, Philippe ;
Fensholt, Rasmus ;
Tommervik, Hans ;
Bala, Govindasamy ;
Zhu, Zaichun ;
Nemani, Ramakrishna R. ;
Myneni, Ranga B. .
NATURE SUSTAINABILITY, 2019, 2 (02) :122-129
[4]   NDVI-based vegetation dynamics and its response to climate changes at Amur-Heilongjiang River Basin from 1982 to 2015 [J].
Chu, Hongshuai ;
Venevsky, Sergey ;
Wu, Chao ;
Wang, Menghui .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 650 :2051-2062
[5]   Validation of Collection 6 MODIS land surface temperature product using in situ measurements [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Li, Hua ;
Goettsche, Frank-M ;
Wu, Hua ;
Zhao, Wei ;
Leng, Pei ;
Zhang, Xia ;
Coll, Cesar .
REMOTE SENSING OF ENVIRONMENT, 2019, 225 :16-29
[6]   Radiance-based validation of land surface temperature products derived from Collection 6 MODIS thermal infrared data [J].
Duan, Si-Bo ;
Li, Zhao-Liang ;
Wu, Hua ;
Leng, Pei ;
Gao, Maofang ;
Wang, Chenguang .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 70 :84-92
[7]   How ecological restoration alters ecosystem services: an analysis of carbon sequestration in China's Loess Plateau [J].
Feng, Xiaoming ;
Fu, Bojie ;
Lu, Nan ;
Zeng, Yuan ;
Wu, Bingfang .
SCIENTIFIC REPORTS, 2013, 3
[8]   Spatial Patterns of Land Surface Temperature and Their Influencing Factors: A Case Study in Suzhou, China [J].
Feng, Yongjiu ;
Gao, Chen ;
Tong, Xiaohua ;
Chen, Shurui ;
Lei, Zhenkun ;
Wang, Jiafeng .
REMOTE SENSING, 2019, 11 (02)
[9]  
Fu G., 2011, ACTA ECOL SIN, V21, P8, DOI [10.1016/j.chnaes.2010.11.002, DOI 10.1016/J.CHNAES.2010.11.002]
[10]   Evaluation of the Relationship between Air and Land Surface Temperature under Clear- and Cloudy-Sky Conditions [J].
Gallo, Kevin ;
Hale, Robert ;
Tarpley, Dan ;
Yu, Yunyue .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2011, 50 (03) :767-775