[1]张福存,李净,吴立宗,等.基于MODIS数据的黑河流域地表温度反演研究[J].水土保持研究,2011,18(06):42-45,50.
　ZHANG Fu-cun,LI Jing,WU Li-zong,et al.Study on Land Surface Temperature Retrieved in Heihe Basin Based on MODIS Data[J].Research of Soil and Water Conservation,2011,18(06):42-45,50.
点击复制

基于MODIS数据的黑河流域地表温度反演研究

《水土保持研究》[ISSN:1005-3409/CN:61-1272/P] 卷: 18 期数: 2011年06期 页码: 42-45,50 栏目: 出版日期: 2011-12-20
Title:
Study on Land Surface Temperature Retrieved in Heihe Basin Based on MODIS Data
作者:
张福存1, 李净1, 吴立宗2, 张晓1
1. 西北师范大学, 地理与环境科学学院, 兰州 730070;
2. 中国科学院, 寒区旱区环境与工程研究所, 兰州 730000
Author(s):
ZHANG Fu-cun1, LI Jing1, WU Li-zong2, ZHANG Xiao1
1. College of Geographic and Environmental Science, Northwest Normal University, Lanzhou 730070, China;
2. Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, China
关键词:
地表温度; 劈窗算法; MODIS数据; 大气透过率; 地表比辐射率
Keywords:
land surface temperature; split-window algorithm; MODIS data; atmospheric transmittance; emissivity
分类号:
P468.0+21
摘要:
基于MODIS数据，运用毛克彪的劈窗算法反演了具有冰雪、冻土地表类型的黑河流域2009年9月23日的地表温度。结果表明：沙漠和戈壁的温度最高，永久积雪/冰川的温度最低，能够客观地反映黑河流域9月下旬白天的气候特点。将反演结果与流域内9个气象站点的实测数据对比分析，得出反演的地面温度与实测的地面温度平均误差为0.82℃，在当前遥感反演地表温度的误差之内。因此，该算法适合大面积的地表温度快速反演。
Abstract:
Land Surface Temperature(LST) is a key parameter in geophysics and is widely used in climatology, hydrology and ecology. Nowadays, many methods have been developed on retrieving LST using infrared bands, and have good results in many arid and humid regions of China. Based on MODIS data, this paper retrieves land surface temperature of Heihe Basin with Mao’s split-window algorithm. The results show surface temperatures of desert and gobi are the highest, surface temperatures of water body and permanent snow/ice are the lowest, which can objectively reflect the climate character in late September in Heihe Basin. According to comparison between retrieving results and measured data in 9 weather stations, the average error is 0.82℃, which is in error allowance of retrieving land surface temperature. So this algorithm is suitable for rapidly retrieving LST of large areas.

参考文献/References:

[1] 张兆民, 何国金, 肖荣波, 等.利用TM6数据反演陆地表面温度新算法研究[J].遥感技术与应用, 2005, 20(6):547-550.
[2] 毛克彪, 唐华俊, 周清波, 等.用辐射传输方程从MODIS数据中反演地表温度的方法[J].兰州大学学报:自然科学版, 2007, 43(4):12-17.
[3] 覃志豪, Amon kamieli.用NOAA-AVHRR热通道数据演算地表温度的分裂窗算法[J].国土资源遥感, 2001, 48(2):33-42.
[4] 毛克彪, 覃志豪, 施建成.用MODIS影像和劈窗算法反演山东半岛的地表温度[J].中国矿业大学学报, 2005, 34(1):46-50.
[5] 李琴, 陈曦, 包安明, 等.干旱/半干旱区MODIS地表温度反演与验证研究[J].遥感技术与应用, 2008, 23(6):643-647.
[6] 包钢, 包玉海, 李慧静, 等.用MODIS数据和分裂窗算法反演内蒙古地区的地表温度[J].测绘科学, 2009, 34(1):32-34.
[7] 秦晓敏, 覃志豪, 毛克彪.基于MODIS数据的陕西省地表温度的空间分布研究[J].干旱区地理, 2005, 28(4):548-553.
[8] 许国鹏, 李仁东, 刘可群, 等.基于MODIS数据的湖北省地表温度反演研究[J].华中师范大学学报:自然科学版, 2007, 41(1):143-147.
[9] 马延辉, 林辉, 孙华.基于MODIS的湖南省地表温度动态变化研究[J].水土保持研究, 2008, 15(6):21-27.
[10] 王铁, 黎贞发.基于MODIS数据的地表温度反演:以天津地区为例[J].中国农业气象, 2009, 30(S1):137-139.
[11] 孟宪红, 吕世华, 张宇, 等.使用LANDSAT-5 TM数据反演金塔地表温度[J].高原气象, 2005, 24(5):721-726.
[12] 李净.基于Landsat-5 TM估算地表温度[J].遥感技术与应用, 2006, 21(4):322-327.
[13] 周纪, 李京, 张立新, 等.针对MODIS数据的地表温度反演算法检验:以黑河流域上游为例[J].冰川冻土, 2009, 31(2):239-246.
[14] Mao K, Qin Z, Shi J, et al. A practical split-window algorithm for retrieving land-surface temperature from MODIS data[J]. International Journal of Remote Sensing, 2005, 26(15):3181-3204.
[15] 毛克彪, 覃志豪, 施建成, 等.针对MODIS影像的劈窗算法研究[J].武汉大学学报:信息科学版, 2005, 30(8):704-707.
[16] 阎福礼, 李震, 邵芸, 等.基于NOAA/AVHRR数据的西部植物覆盖变化监测[J].兰州大学学报:自然科学版, 2003, 39(2):90-94.
[17] 毛克彪, 覃志豪, 王建明, 等.针对MODIS数据的大气水汽含量反演及31和32波段透过率计算[J].国土资源遥感, 2005, 63(1):26-29.
[18] Kaufman Y J, Gao Bocai. Remote sensing of water vapor in the near IR from EOS/MODIS[J]. IEEE Transactions on Geoscience and Remote Sensing, 1992, 30:871-884.

相似文献/References:

[1]邓玉娇,单海滨,胡民达.基于Landsat/TM资料研究东莞市地表温度地理分区[J].水土保持研究,2012,19(02):62.
　DENG Yu-jiao,SHAN Hai-bin,HU Min-da.Geographical Division of Land Surface Temperature in Dongguan City Based on Landsat/TM Data[J].Research of Soil and Water Conservation,2012,19(06):62.
[2]于晓静,刘焕军,曲长祥,等.基于MODIS数据的黑龙江省黑土带地温空间格局分析[J].水土保持研究,2012,19(02):66.
　YU Xiao-jing,LIU Huan-jun,QU Chang-xiang,et al.Study on the Spatial Pattern of Land Surface Temperature in Black-soil Zone, Heilongjiang Province[J].Research of Soil and Water Conservation,2012,19(06):66.
[3]邓玉娇,匡耀求,黄宁生,等.快速城市化地区土地利用类型对热环境的影响——以广东省东莞市为例[J].水土保持研究,2009,16(05):167.
　DENG Yu-jiao,KUANG Yao-qiu,HUANG Ning-sheng,et al.Impact of Land Use on Thermal Environment in Rapid Urbanization Region—An Example from Dongguan, Guangdong Province[J].Research of Soil and Water Conservation,2009,16(06):167.
[4]刘建,刘小琴,何政伟.基于TM影像的城市热岛效应研究——以重庆市为例[J].水土保持研究,2010,17(05):172.
　LIU Jian,LIU Xiao-qin,HE Zheng-wei.Urban Heat Island Effect Based on TM Remote Sensing Image in Chongqing[J].Research of Soil and Water Conservation,2010,17(06):172.
[5]赵广敏,李晓燕,李宝毅.基于地表温度和植被指数特征空间的农业干旱遥感监测方法研究综述[J].水土保持研究,2010,17(05):245.
　ZHAO Guang-min,LI Xiao-yan,LI Bao-yi.An Overview on Agricultural Drought Montoring Methods Based on Land Surface Temperature and Vegetation Index Feature Space[J].Research of Soil and Water Conservation,2010,17(06):245.
[6]马延辉,林辉,孙华.基于MODIS的湖南省地表温度动态变化研究[J].水土保持研究,2008,15(06):21.
　MA Yan-hui,LIN Hui,SUN Hua.Study of Land Surface Temperature (LST) Dynamic Changes Using MODIS Data in Hu’nan Province[J].Research of Soil and Water Conservation,2008,15(06):21.
[7]杨丽萍,王乐,孙晓辉,等.基于遥感的西安市热力景观格局演变[J].水土保持研究,2017,24(01):250.
　YANG Liping,WANG Le,SUN Xiaohui,et al.Evolution of the Thermal Landscape Patterns in Xi’an City Based on Remote Sensing[J].Research of Soil and Water Conservation,2017,24(06):250.
[8]魏宝成,银山,宋洁,等.呼和浩特市不同植被指数与地表温度的定量遥感关系[J].水土保持研究,2015,22(05):79.
　WEI Baocheng,YIN Shan,SONG Jie,et al.Quantitative Analysis on the Relationship Between Land Surface Temperature and Different Vegetation Indices Based on Remote Sensing[J].Research of Soil and Water Conservation,2015,22(06):79.
[9]李鑫,丁建丽,王刚,等.土库曼斯坦典型绿洲土地利用格局变化的地表热环境响应研究[J].水土保持研究,2013,20(04):199.
　LI Xin,DING Jian-li,WANG Gang,et al.Study on the Response of Surface Thermal Environment to Land Use Pattern Changes in Typical Oasis of Turkmenistan[J].Research of Soil and Water Conservation,2013,20(06):199.

备注/Memo

收稿日期:2011-4-20;改回日期:2011-6-13。
基金项目:北师范大学青年教师科研能力提升计划项目(NWNU-LKQN-10-19)
作者简介:张福存(1983- )，男，青海民和人，硕士研究生，主要从事资源环境遥感和GIS应用研究。E-mail：zhzhx_mq@163.com

更新日期/Last Update: 1900-01-01