[1]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):79-85.
　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(05):79-85.
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呼和浩特市不同植被指数与地表温度的定量遥感关系

《水土保持研究》[ISSN:1005-3409/CN:61-1272/P] 卷: 22 期数: 2015年05期 页码: 79-85 栏目: 出版日期: 2015-10-28
Title:
Quantitative Analysis on the Relationship Between Land Surface Temperature and Different Vegetation Indices Based on Remote Sensing
作者:
魏宝成1, 银山1,2, 宋洁1, 王月红1
1. 内蒙古师范大学 地理科学学院, 呼和浩特 010022;
2. 内蒙古师范大学 遥感与信息重点实验室, 呼和浩特 010022
Author(s):
WEI Baocheng1, YIN Shan1,2, SONG Jie1, WANG Yuehong1
1. College of Geographical Science, Inner Mongolia Normal University, Hohhot 010022, China;
2. Remote Sensing and Information Key Laboratory, Inner Mongolia Normal University, Hohhot 010022, China
关键词:
植被指数; 地表温度; 呼和浩特市; Landsat 8
Keywords:
vegetation index; land surface temperature; Hohhot; Landsat 8
分类号:
TP79
摘要:
利用Landsat 8影像数据，提取呼和浩特市地表温度（LST）、4种典型植被参数：归一化植被指数（NDVI）、修正土壤植被指数（MSAVI）、比值植被指数（RVI）及植被覆盖度（FV），并结合研究区土地覆被信息，探讨了LST与4种典型植被参数的定量遥感关系，不同下垫面类型对地表温度—植被参数的影响及其二者之间的空间尺度效应。结果表明：地表温度—植被参数呈现出显著负相关关系，NDVI，RVI，MSAVI，FV每增加0.1，对应的LST分别下降：0.99℃，0.83℃，1.02℃，0.64℃；不同土地覆被类型中二者相关性差异显著，其中林地LST与4种植被参数相关性最强，RVI与LST相关性最稳定；在不同的空间尺度下（30～1 920 m），地表温度—植被参数空间相关性呈现出先增大后减小的趋势，NDVI，FV，MSAVI，RVI与LST的空间相关性分别在120 m，240 m，60 m，120 m达到最高。
Abstract:
Four kinds of typical vegetation parameters (NDVI, RVI, MSAVI and FV) were extracted, and the land surface temperature (LST) of Hohhot City was retrieved based on Landsat 8 data. Then the relationship between vegetation indices and LST, effects of different land covers were discussed by using land cover types of the study area. The results indicated that LST had the significant negative correlation with vegetation parameters. When NDVI, RVI, MSAVI and FV increased 0.1, LST would decrease by 0.99, 0.83, 1.02, and 0.64 centigrade, respectively. Forest had the strongest negative correlation with LST, while the correlation between RVI and LST was more stable. With the increase of spatial scales (30~1 920 m), the correlation between LST and vegetation parameters increased and then decreased. The correlation between NDVI, FV, MSAVI, RVI and LST reached maximum at the resolutions of 120 m, 240 m, 60 m, and 120 m, respectively.

参考文献/References:

[1] 李双成,刘逢媛,高江波.基于L-Z算法的NDVI变化复杂性的空间格局及其成因:以北京周边为例[J].自然科学进展,2008,18(1):68-74.
[2] 韩贵锋,梁保平.地表温度与植被指数相关性的空间尺度特征:以重庆市为例[J].园林生态,2010(1):68-72.
[3] 梁保平,李艺,陈可宙.桂林市NDVI、地表温度的地物特征及相关性研究[J].遥感技术与应用,2012,27(3):429-435.
[4] 王伟,申双和,赵小燕,等.两种植被指数与地表温度定量关系的比较研究:以南京市为例[J].长江流域资源与环境,2011,20(4):439-444.
[5] 李京忠,薛冰,刘永涛.基于TM的城市热岛效应研究及其应用探讨:以许昌市为例[J].水土保持研究,2011,18(4):88-97.
[6] Ren Zhibin, Zheng Haifeng, He Xingyuan, et al. Estimation of the relationship between urban vegetation configuration and land surface temperature with remote sensing[J]. Journal of the Indian Society of Remote Sensing, 2015,43(1):1-12.
[7] 张小飞,王仰麟,吴建生,等.城市地域地表温度_植被覆盖定量关系分析:以深圳市为例[J].地理研究,2006,25(3):369-378.
[8] 孙鹏,韩沐汶,白林波,等.基于Landsat TM/ETM的银川市热岛效应时空变化研究[J].水土保持研究,2014,21(1):290-293.
[9] 高江波,吴绍洪,蔡云龙.区域植被覆盖的多尺度空间变异性:以贵州喀斯特高原为例[J].地理研究,2013,32(12):2179-2188.
[10] 周媛,石铁矛,胡远满,等.基于城市土地利用类型的地表温度与植被指数的关系[J].生态学杂志,2011,30(7):1504-1512.
[11] Jiang Gao-zhen, HAN Bing, Gao Ying-bo. Review of 40-years Each Observation with Land Series and Prospects of LDCM[J]. Journal of Remote Sensing,2013,17(5):1033-1039.
[12] 陈涛,李平湘,张良培.武汉地区1988-2002年植被覆盖度变化动态分析[J].遥感技术与应用,2008,23(5):511-516.
[13] Landis J R, Koch G G. The measurement of observer agreement for categorical data[J]. Biometrics,1977,33(1):159-174.
[14] 覃志豪,Zhang Ming-hua, Arnon Karnieli,等.用陆地卫星TM6数据演算地表温度的单窗算法[J].地理学报,2001,54(4):456-466.
[15] Sobrino, Jimenez-Munoz J. A generalized single-channel method for retrieving land surface temperature from remote sensing data[J]. Journal of Geophysical Research,2003,108(22):2-8.
[16] Rozenstein O, Qin Zhi-hao, Yevgeny D. Derivation of land surface temperature for Landsat-8 TIRS using a split window algorithm[J]. Sensors,2014,14(4):5768-5780.
[17] Qin Z, Dall’olmo G, Karnieli A. Derivation of split window algorithm and its sensitivity analysis for retrieving land surface temperature from NOAA-advanced very high resolution radiometer data[J]. Journal of Geophysical Research,2001,106(19):22267-22655.
[18] 陈锋,熊永柱.大气水分含量的空间异质性及其对地表温度反演的影响[J].国土资源遥感,2010,84(2):36-40.
[19] 张成才,陈东河,董洪涛.基于Landsat-5 TM数据的河南省白沙灌区地表温度反演研究[J].遥感技术与应用,2013,28(6):964-968.
[20] 贾海峰,刘雪华.环境遥感原理与应用[M].北京:清华大学出版社,2006.
[21] 李双成,蔡运龙.地理尺度转换若干问题的初步探讨[J].地理研究,2005,24(1):11-18.

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　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(05):42.
[11]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(05):245.

备注/Memo

收稿日期:2015-02-23;改回日期:2015-04-09。
基金项目:内蒙古自治区自然科学基金（2013ZD08）；内蒙古自治区科技重大专项（2013ZDPY04）
作者简介:魏宝成(1989-),男,内蒙古阿拉善盟阿左旗人,在读硕士研究生,研究方向为自然灾害监测与评估。E-mail:nsdwbc@126.com
通讯作者:银山(1963-),男,内蒙古科尔沁左翼后旗人,博士,教授,主要从事自然地理学和荒漠化及自然灾害方面的研究。E-mail:yinshan@imnu.edu.cn

更新日期/Last Update: 1900-01-01