SATELLITE-ESTIMATED WINTER MEAN MINIMUM TEMPERATURE (TN) ANALYSIS OVER 2000-2013 FOR THE TIBET AUTONOMOUS REGION OF CHINA

被引:0
作者
Wang, Yuanyuan [1 ]
Zheng, Zhaojun [1 ]
Li, Guicai [1 ]
机构
[1] China Meteorol Adm, Natl Satellite Meteorol Ctr, Beijing 100875, Peoples R China
来源
2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) | 2019年
关键词
LST; minimum air temperature; Tibet; LAND-SURFACE TEMPERATURES; AIR-TEMPERATURE; PLATEAU; MODIS; PATTERNS;
D O I
10.1109/igarss.2019.8898462
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Due to the harsh environment, observation networks over the Tibetan Plateau (TP) are very sparse, which makes satellite data valuable for spatially explicit analyses. This study focuses on satellite-based estimations of minimum temperature (Tn) for the Tibet Autonomous Region (TAR). First, seasonal variation in the relationship between nighttime land surface temperature (LSTnight) and Tn at meteorological stations was investigated and winter time was found to be the period when LSTnight has the strongest predictive power for Tn. Then, a thin-plate spline interpolation method incorporating LSTnight as a covariate was implemented to obtain 1 km winter Tn over the TAR. Finally, the trend in winter Tn over 2000-2013 and the impacts of snow cover and elevation on the trend were explored. The main findings are as follows. (1) The introduction of LSTnight can greatly increase Tn estimation accuracy. (2) Negative Tn trends were prevalent over western and northern TAR regions, and a decreasing trend was detected in the regional mean Tn (-0.18 degrees C/decade). (3) The southeastern TAR, which has lower elevations (<4000 m) and higher snow coverage than other areas, showed the most significant warming trend in Tn (0.84 degrees C/decade). Temperature in this area was close to the melting point, indicating that snow-albedo feedback can be easily triggered. (4) There was a stronger correlation between LSTnight and Tn and an enhanced cold bias in LSTnight over higher elevations or areas with larger snow coverage.
引用
收藏
页码:9530 / 9533
页数:4
相关论文
共 22 条
[1]   Estimating air surface temperature in Portugal using MODIS LST data [J].
Benali, A. ;
Carvalho, A. C. ;
Nunes, J. P. ;
Carvalhais, N. ;
Santos, A. .
REMOTE SENSING OF ENVIRONMENT, 2012, 124 :108-121
[2]  
Cai DL, 2017, J CLIMATE, V30, P969, DOI [10.1175/jcli-d-16-0343.1, 10.1175/JCLI-D-16-0343.1]
[3]   Climate Change on the Northern Tibetan Plateau during 1957-2009: Spatial Patterns and Possible Mechanisms [J].
Cuo, Lan ;
Zhang, Yongxin ;
Wang, Qingchun ;
Zhang, Leilei ;
Zhou, Bingrong ;
Hao, Zhenchun ;
Su, Fengge .
JOURNAL OF CLIMATE, 2013, 26 (01) :85-109
[4]   Change of cloud amount and the climate warming on the Tibetan Plateau [J].
Duan, Anmin ;
Wu, Guoxiong .
GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (22)
[5]   Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain [J].
Hachem, S. ;
Duguay, C. R. ;
Allard, M. .
CRYOSPHERE, 2012, 6 (01) :51-69
[6]   Evaluation of the temporal relationship between daily min/max air and land surface temperature [J].
Hill, David J. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (24) :9002-9015
[7]  
KARL TR, 1993, B AM METEOROL SOC, V74, P1007, DOI 10.1175/1520-0477(1993)074<1007:ANPORG>2.0.CO
[8]  
2
[9]   Evaluating Four Remote Sensing Methods for Estimating Surface Air Temperature on a Regional Scale [J].
Liu, Suhua ;
Su, Hongbo ;
Tian, Jing ;
Zhang, Renhua ;
Wang, Weizhen ;
Wu, Yueru .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2017, 56 (03) :803-814
[10]  
Liu XD, 2000, INT J CLIMATOL, V20, P1729, DOI 10.1002/1097-0088(20001130)20:14<1729::AID-JOC556>3.0.CO