Land surface temperature;
annual temperature cycle;
trend analysis;
Terra MODIS;
climate change;
KOSHI RIVER-BASIN;
CLIMATE-CHANGE;
SNOW COVER;
SOIL-MOISTURE;
NEPAL;
WATER;
VARIABILITY;
VALIDATION;
IMPACTS;
LST;
D O I:
10.3390/rs11080900
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The scientific community has widely reported the impacts of climate change on the Central Himalaya. To qualify and quantify these effects, long-term land surface temperature observations in both the daytime and nighttime, acquired by the Moderate Resolution Imaging Spectroradiometer from 2000 to 2017, were used in this study to investigate the spatiotemporal variations and their changing mechanism. Two periodic parameters, the mean annual surface temperature (MAST) and the annual maximum temperature (MAXT), were derived based on an annual temperature cycle model to reduce the influences from the cloud cover and were used to analyze their trend during the period. The general thermal environment represented by the average MAST indicated a significant spatial distribution pattern along with the elevation gradient. Behind the clear differences in the daytime and nighttime temperatures at different physiographical regions, the trend test conducted with the Mann-Kendall (MK) method showed that most of the areas with significant changes showed an increasing trend, and the nighttime temperatures exhibited a more significant increasing trend than the daytime temperatures, for both the MAST and MAXT, according to the changing areas. The nighttime changing areas were more widely distributed (more than 28%) than the daytime changing areas (around 10%). The average change rates of the MAST and MAXT in the daytime are 0.102 degrees C/yr and 0.190 degrees C/yr, and they are generally faster than those in the nighttime (0.048 degrees C/yr and 0.091 degrees C/yr, respectively). The driving force analysis suggested that urban expansion, shifts in the courses of lowland rivers, and the retreat of both the snow and glacier cover presented strong effects on the local thermal environment, in addition to the climatic warming effect. Moreover, the strong topographic gradient greatly influenced the change rate and evidenced a significant elevation-dependent warming effect, especially for the nighttime LST. Generally, this study suggested that the nighttime temperature was more sensitive to climate change than the daytime temperature, and this general warming trend clearly observed in the central Himalayan region could have important influences on local geophysical, hydrological, and ecological processes.
机构:
China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Cao, Huiyu
Gao, Bing
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机构:
China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Gao, Bing
Gong, Tingting
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机构:
China Consulting Data Co Ltd, China Highway Engn Consultants Corp, Space Informat Applicat & Disaster Prevent & Miti, R&D Ctr, Beijing 100089, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Gong, Tingting
Wang, Bo
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机构:
Xinjiang Agr Univ, Coll Hydraul & Civil Engn, Urumqi 830052, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
机构:
CUNY City Coll, New York, NY 10031 USACUNY City Coll, New York, NY 10031 USA
Sharifnezhadazizi, Zahra
Norouzi, Hamid
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机构:
CUNY, New York City Coll Technol, Brooklyn, NY 11210 USA
CUNY, Grad Ctr, Earth & Environm Sci, New York, NY 10016 USACUNY City Coll, New York, NY 10031 USA
Norouzi, Hamid
Prakash, Satya
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机构:
Indian Inst Sci, Divecha Ctr Climate Change, Bengaluru, IndiaCUNY City Coll, New York, NY 10031 USA
Prakash, Satya
Beale, Christopher
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机构:
CUNY, New York City Coll Technol, Brooklyn, NY 11210 USACUNY City Coll, New York, NY 10031 USA
Beale, Christopher
Khanbilvardi, Reza
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机构:
CUNY City Coll, New York, NY 10031 USACUNY City Coll, New York, NY 10031 USA
机构:
NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
George Mason Univ, Fairfax, VA 22030 USANASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
Shen, Suhung
Leptoukh, Gregory G.
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机构:
NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA