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利用陆地卫星陆地表面温度和植被指数监测土耳其盐湖盆地区的干旱情况。

Use of Landsat land surface temperature and vegetation indices for monitoring drought in the Salt Lake Basin Area, Turkey.

作者信息

Orhan Osman, Ekercin Semih, Dadaser-Celik Filiz

机构信息

Salt Lake Water and Environmental Research Center, Aksaray University, 68100 Aksaray, Turkey.

Department of Geomatics Engineering, Faculty of Engineering, Aksaray University, 68100 Aksaray, Turkey.

出版信息

ScientificWorldJournal. 2014 Jan 21;2014:142939. doi: 10.1155/2014/142939. eCollection 2014.

Abstract

The main purpose of this paper is to investigate multitemporal land surface temperature (LST) changes by using satellite remote sensing data. The study included a real-time field work performed during the overpass of Landsat-5 satellite on 21/08/2011 over Salt Lake, Turkey. Normalized vegetation index (NDVI), vegetation condition index (VCI), and temperature vegetation index (TVX) were used for evaluating drought impact over the region between 1984 and 2011. In the image processing step, geometric and radiometric correction procedures were conducted to make satellite remote sensing data comparable with in situ measurements carried out using thermal infrared thermometer supported by hand-held GPS. The results showed that real-time ground and satellite remote sensing data were in good agreement with correlation coefficient (R2) values of 0.90. The remotely sensed and treated satellite images and resulting thematic indices maps showed that dramatic land surface temperature changes occurred (about 2°C) in the Salt Lake Basin area during the 28-year period (1984-2011). Analysis of air temperature data also showed increases at a rate of 1.5-2°C during the same period. Intensification of irrigated agriculture particularly in the southern basin was also detected. The use of water supplies, especially groundwater, should be controlled considering particularly summer drought impacts on the basin.

摘要

本文的主要目的是利用卫星遥感数据研究多时相陆地表面温度(LST)变化。该研究包括在2011年8月21日Landsat - 5卫星飞越土耳其盐湖期间进行的实时实地工作。利用归一化植被指数(NDVI)、植被状况指数(VCI)和温度植被指数(TVX)评估了1984年至2011年期间该地区的干旱影响。在图像处理步骤中,进行了几何和辐射校正程序,以使卫星遥感数据与使用手持GPS支持的热红外温度计进行的实地测量具有可比性。结果表明,实时地面和卫星遥感数据具有良好的一致性,相关系数(R2)值为0.90。遥感和处理后的卫星图像以及由此生成的专题指数地图显示,在28年期间(1984 - 2011年),盐湖盆地区域发生了显著的陆地表面温度变化(约2°C)。对气温数据的分析还表明,同期气温以1.5 - 2°C的速率上升。还检测到灌溉农业特别是南部盆地的灌溉农业有所强化。考虑到夏季干旱对该盆地的影响,尤其应控制供水,特别是地下水的使用。

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