Spatiotemporal Variation of Land Surface Temperature in Henan Province of China from 2003 to 2021
文献类型: 外文期刊
作者: Li, Shifeng;Qin, Zhihao;Zhao, Shuhe;Gao, Maofang;Li, Shilei;Liao, Qianyu;Du, Wenhui
作者机构:
关键词: land surface temperature;spatiotemporal characteristics;different timescales;drive forces;MODIS;Henan Province
期刊名称: LAND
ISSN:
年卷期: 2022 年 11 卷 7 期
页码:
摘要: Land surface temperature (LST) is a key parameter closely related to various land surface processes and surface-atmosphere interactions. Analysis of spatiotemporal variation of time-series LST may provide useful information to understand eco-climatic characteristics. In this study, the spatiotemporal pattern of LST and its trend characteristics in Henan Province were examined based on MODIS LST products from 2003 to 2021. In addition, the influences of land cover types, Nighttime Light data (NTL) and Normalized Difference Moisture Index (NDMI) on LST variation were analyzed. The results indicated that: (i) The LST showed slight and rapid decreasing trend for 2004-2010 and 2018-2020, respectively, whereas an obvious increasing and slight increasing trend occurred for 2010-2013 and 2014-2018. In terms of spatial pattern, high-temperature, and sub-high-temperature were mainly distributed in the central part of the province with higher level of industrialization and urbanization at the annual, spring, summer, and daytime scales. While in fall, winter, and the nighttime, the spatial distribution of LST exhibited decreased trend from the southern part to the northern part of the province, the largest Standard Deviation (STD) was observed in summer. (ii) The interannual variation rate of LST was 0.08 degrees C/Y. The increasing trend mainly occurred in urban and built-up areas. At the seasonal scales, the rising rate decreased sequentially in the order of fall, winter, spring, and summer. In addition, the rising rate in the daytime was higher than that in the nighttime. (iii) LST increased along with the expansion of urban and built-up lands, except in winter. At the annual scales, 84.69% of areas with NTL data exhibited a positive correlation with LST, and NDMI in the western part with high elevation presented a significantly positive correlation to LST, while a significantly negative correlation occurred in urban and built-up areas. The cooling effect of NDMI on LST in the daytime was greater than that in the nighttime. In cropland areas, LST showed a non-significant correlation with NDMI at the annual scale, and a significantly negative correlation with NDMI in spring, summer, and fall. The influence mechanism of cropland on the variation of LST at different timescales needs to be further explored. These findings might provide some hints to understand climate change and its causes in the province.
分类号:
- 相关文献
作者其他论文 更多>>
-
Carbon and nitrogen footprints of rice in China: implications for low-carbon rice consumption
作者:Zhang, Jingyu;Li, Yingchun;Li, Shifeng;Ma, Fen;Cao, Guojun;Chen, Guohui;Chen, Yanfang;Peng, Chunfeng
关键词:Carbon footprint;Cost-benefit;Low-carbon rice;Nitrogen footprint
-
Gully erosion susceptibility mapping considering seasonal variations of NDVI using a machine learning approach in the Mollisol region of China
作者:Gao, Ruilu;Gao, Maofang;Yao, Shuihong;Wen, Yanru
关键词:Vegetation cover;Crop cover variation;Remote sensing technique;Gully susceptibility;Random forest model
-
Ratio Drought Index (RDI): A soil moisture index based on new NIR-red triangle space
作者:Dong, Zhe;Wang, Ling;Gao, Maofang;Zhu, Xicun;Feng, Wenbin;Li, Nan
关键词:NIR-red;feature space;soil moisture;Ratio Drought Index
-
Assessment of Different Satellite Image-Derived Drought Indices over the Contiguous United States: A Comparison in Different Climates, Vegetation Cover Types, and Soil Layers
作者:Huang, Xinyi;Feng, Shouming;Zhao, Shuaishuai;Fan, Jinlong;Qin, Zhihao;Zhao, Shuhe
关键词:drought indices;soil moisture;different climates;vegetation cover types;soil layers;Contiguous United States
-
Spatiotemporal Change Analysis of Soil Moisture Based on Downscaling Technology in Africa
作者:Yuan, Zijin;NourEldeen, Nusseiba;Mao, Kebiao;Qin, Zhihao;Xu, Tongren
关键词:downscaling;soil moisture;spatially weighted downscaling model (SWDM);Africa;vegetation temperature condition index (VTCI)
-
A daily highest air temperature estimation method and spatial-temporal changes analysis of high temperature in China from 1979 to 2018
作者:Wang, Ping;Mao, Kebiao;Meng, Fei;Qin, Zhihao;Fang, Shu;Bateni, Sayed M.
关键词:
-
Extraction of Sugarcane Planting Area Based on Similarity of NDVI Time Series
作者:Deng, Shiqin;Gao, Maofang;Ren, Chao;Li, Shilei;Liang, Yongjian
关键词:Vegetation mapping;Time series analysis;Data mining;Satellites;Remote sensing;Image reconstruction;Indexes;Crops;Decision-tree;normalized difference vegetation index;singular value decomposition;sugarcane