Time series assessment of the relationship between land surface temperature due to change in elevation: a case study from Hindukush-Himalayan Region (HKH)

作者: Aftab Ahmed Khan , Dostdar Hussain , Karamat Ali , Garee Khan , Manzoor Ali

DOI: 10.1007/S12517-020-05530-4

关键词:

摘要: Environmental studies that include related to climate change, change in biodiversity, and hydrology consider land surface temperature (LST) near-surface air as significant variables contribute. In this context, we investigated the time series assessment of relationship between LST elevation over two decades (1995–2017) using remotely sensed (Landsat 5, Landsat 7, 8, MODIS) ground weather stations’ datasets. The study area is Gilgit-Baltistan, northern province Pakistan Hindukush Himalaya Region (HKH), was selected for quantitative analysis it has high significance terms due presence very large number mountains difficult terrain heavily covered with snow glaciers. To assess LST, a linear regression model developed quantify key factors affecting it. Our research results show there exists strong negative (with correlation coefficient 0.61 on average) all datasets (remotely situ) consistent period both seasons winter summer. Further, difference different (average summer 3.0 °C) (Landsat, MODIS, dataset). There greater 1000 m vertically compared horizontally. indicate trend from 1995 2007 downward minor variation, however, changes into upward 2017. comparison dataset shows consistency elevation. However, less summers (0.76 winters, i.e., 3.94 °C.

参考文章(43)
Pankaj Kumar, Sven Kotlarski, Christopher Moseley, Kevin Sieck, Holger Frey, Markus Stoffel, Daniela Jacob, Response of Karakoram‐Himalayan glaciers to climate variability and climatic change: A regional climate model assessment Geophysical Research Letters. ,vol. 42, pp. 1818- 1825 ,(2015) , 10.1002/2015GL063392
M ANDERSON, J NORMAN, W KUSTAS, R HOUBORG, P STARKS, N AGAM, A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales Remote Sensing of Environment. ,vol. 112, pp. 4227- 4241 ,(2008) , 10.1016/J.RSE.2008.07.009
Zhou WeiQi Zhou WeiQi, Huang GanLin Huang GanLin, ML Cadenasso, None, Does spatial configuration matter? Understanding the effects of land cover pattern on land surface temperature in urban landscapes Landscape and Urban Planning. ,vol. 102, pp. 54- 63 ,(2011) , 10.1016/J.LANDURBPLAN.2011.03.009
Sebastiaan Luyssaert, Mathilde Jammet, Paul C. Stoy, Stephan Estel, Julia Pongratz, Eric Ceschia, Galina Churkina, Axel Don, KarlHeinz Erb, Morgan Ferlicoq, Bert Gielen, Thomas Grünwald, Richard A. Houghton, Katja Klumpp, Alexander Knohl, Thomas Kolb, Tobias Kuemmerle, Tuomas Laurila, Annalea Lohila, Denis Loustau, Matthew J. McGrath, Patrick Meyfroidt, Eddy J. Moors, Kim Naudts, Kim Novick, Juliane Otto, Kim Pilegaard, Casimiro A. Pio, Serge Rambal, Corinna Rebmann, James Ryder, Andrew E. Suyker, Andrej Varlagin, Martin Wattenbach, A. Johannes Dolman, Land management and land-cover change have impacts of similar magnitude on surface temperature Nature Climate Change. ,vol. 4, pp. 389- 393 ,(2014) , 10.1038/NCLIMATE2196
Nicholas Pepin, Raymond S Bradley, HF Diaz, Michel Baraër, EB Caceres, N Forsythe, H Fowler, Gregory Greenwood, MZ Hashmi, XD Liu, JR Miller, L Ning, A Ohmura, E Palazzi, I Rangwala, W Schöner, I Severskiy, M Shahgedanova, MB Wang, SN Williamson, DQ Yang, Mountain Research Initiative EDW Working Group, Elevation-dependent warming in mountain regions of the world Nature Climate Change. ,vol. 5, pp. 424- 430 ,(2015) , 10.1038/NCLIMATE2563
Wenhui Kuang, Yue Liu, Yinyin Dou, Wenfeng Chi, Guangsheng Chen, Chengfeng Gao, Tianrong Yang, Jiyuan Liu, Renhua Zhang, What are hot and what are not in an urban landscape: quantifying and explaining the land surface temperature pattern in Beijing, China Landscape Ecology. ,vol. 30, pp. 357- 373 ,(2015) , 10.1007/S10980-014-0128-6
D. Q. Wark, G. Yamamoto, J. H. Lienesch, Methods of Estimating Infrared Flux and Surface Temperature from Meteorological Satellites Journal of the Atmospheric Sciences. ,vol. 19, pp. 369- 384 ,(1962) , 10.1175/1520-0469(1962)019<0369:MOEIFA>2.0.CO;2
Zhao-Liang Li, Bo-Hui Tang, Hua Wu, Huazhong Ren, Guangjian Yan, Zhengming Wan, Isabel F. Trigo, José A. Sobrino, Satellite-derived land surface temperature: Current status and perspectives Remote Sensing of Environment. ,vol. 131, pp. 14- 37 ,(2013) , 10.1016/J.RSE.2012.12.008