globalchange  > 气候变化事实与影响
CSCD记录号: CSCD:6498429
论文题名:
高原地区LST 空间分异特征及影响因素研究以桑珠孜区为例
其他题名: Spatial variability and influencing factors of LST in plateau area: Exemplified by Sangzhuzi District
作者: 熊俊楠1; 李伟2; 程维明3; 范春捆4; 李进2; 赵云亮2
刊名: 国土资源遥感
ISSN: 1001-070X
出版年: 2019
卷: 31, 期:2, 页码:849-855
语种: 中文
中文关键词: 高原地区 ; 地表温度(LST) ; 影响因素 ; 地理探测器
英文关键词: Landsat8 ; Landsat8 ; plateau region ; land surface temperature(LST) ; influence factors ; geographical detector
WOS学科分类: GEOSCIENCES MULTIDISCIPLINARY
WOS研究方向: Geology
中文摘要: 揭示高原地区地表温度(land surface temperature,LST)空间分异特征及影响因素对当地气候变化研究的意义重大。现有研究主要分析了LST与单因子的关系,但以高原地区为研究区,结合多方面因子进行LST空间分异特征与影响因素定量分析的研究还相对较少。文中以西藏自治区日喀则市桑珠孜区为例,利用Landsat8遥感数据,采用辐射传输方程算法和普适性单通道算法反演研究区LST;应用地理探测器模型中的因子探测器与交互探测器分别定量探测出单因子与多因子共同作用时对LST的影响程度。研究结果表明,可量化因子中,LST随坡向度数的增加呈现出先增加后降低再增加的趋势,其他因子与LST间均呈明显的负相关关系,但下降速度存在差异;海拔是影响高原地区LST空间分布与分异特征的最主要因素,其后依次为归一化植被指数(normalized difference vegetation index,NDVI) 、坡向、归一化水汽指数(normalized difference moisture index,NDMI) 、土壤类型、坡度与年均降水量;高原地区LST的空间分布与分异特征的形成是多种因子共同作用的结果,所有因子在交互作用下均具有协同增强作用,海拔与坡向、海拔与NDMI以及海拔与NDVI的影响最为显著。
英文摘要: Revealing the spatial differentiation characteristics and influencing factors of land surface temperature (LST) in the plateau area is of great significance for the study of local climate change. However,the existing research merely analyzes the relationship between single factor and LST,whereas the study of the spatial differentiation characteristics and the quantitative analysis of influencing factors of LST in the plateau area are relatively insufficient. Taking the Sangzhuzi District of Xigaze City as an example,the authors used Landsat8 remote sensing data to invert the LST of the study area by using radiative transfer equation algorithm and the universal single - channel algorithm. In addition,the factor detector and interaction detector in the geodetector model were used to quantitatively detect the influence of single factor and multiple factors on LST,respectively. The results show that,in the quantifiable factors,LST increases first and then decreases with the increase in the degree of aspect,and there is a significant negative correlation between LST and other factors with a difference in the descent speed. Elevation is the most important factor affecting the spatial distribution and forming the differentiation characteristics of LST in the plateau area,followed by normalized difference vegetation index (NDVI) , aspect, normalized difference moisture index (NDMI) , soil type, slope, and average annual precipitation; the spatial distribution and the formation of differentiation characteristics of LST in the plateau area are the result of multiple factors,all of which have a synergistic enhancement effect under interactions,such as the interaction of elevation and aspect,elevation and NDMI,and elevation and NDVI with the most significant impact.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/155784
Appears in Collections:气候变化事实与影响

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作者单位: 1.西南石油大学土木工程与建筑学院
2.中国科学院地理科学与资源研究所,
3.资源与环境信息系统国家重点实验室, 成都
4.,
5.北京 610500
6.100101
7.西南石油大学土木工程与建筑学院, 成都, 四川 610500, 中国
8.中国科学院地理科学与资源研究所, 资源与环境信息系统国家重点实验室, 北京 100101, 中国
9.西藏自治区农牧科学院农业研究所, 拉萨, 西藏 850000, 中国

Recommended Citation:
熊俊楠,李伟,程维明,等. 高原地区LST 空间分异特征及影响因素研究以桑珠孜区为例[J]. 国土资源遥感,2019-01-01,31(2):849-855
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