Arid
荒漠绿洲NDVI与气候、水文因子的相关部门分析
其他题名Correlation analysis of ndvi with climate and hydrological factors in oasis and desert
张远东1; 徐应涛2; 顾峰雪3; 潘晓玲3
来源期刊植物生态学报
ISSN1005-264X
出版年2003
卷号27期号:6页码:816-821
中文摘要通过利用1992~1996年NOAA/AVHRR逐句的归一化植被指数(NDVl)数据和阜康气候、水文资料,分别对绿洲和荒漠进行了NDVl与气候、水文因子间的相关分析,得出了一些初步结论:绿洲与荒漠NDVI具有不同的季节变化规律;与绿洲NDVI相关显著的因子依次为气温、地下水位和降水,灌溉是影响绿洲NDVI的重要因素;荒漠稀疏植被NDVI与绿洲气候、水文因子相关不显著且相关分析缺乏实际意义;在进行干旱区NDVI与气候等环境因子的相关分析时,必须严格控制时空尺度,将绿洲与荒漠分开考虑,绿洲NDVI的分析结果不适用于荒漠植被区。
英文摘要The interactions between vegetation and climate are always an important domain in ecological research . NDVI ( Normalized difference vegetation index) is an important index that reflects the radiation-absorbing characteristic of vegetation and the climatic stress action. Since 1990, the relationships between NOAA/ AVHRR NDVI and climatic factors have been studied in many papers and the relative conclusions in arid zones differ completely. It is very important to clear up the problem in the application of NDVI to eco-environmental monitoring and research in arid zones.By means of the digital NOAA/AVHRR NDVI images with 1 km spatial resolution and monthly climatic and hydrological data set in Fukang from 1992 to 1996, the correlation of NDVI with climate and hydrologies! factors are analyzed in oasis and desert respectively in this paper. NDVI images come from AVHRR database of United States Geological Survey, which have been treated with atmosphere rectification, cloud checkout, quality control and maximum value composite every ten days. NDVI images are registered to 0.3 - 0.7 pixel error according to the mountains and water system map in Xinjiang. Oasis NDVI is clipped with farm boundary in Fukang and desert NDVI is clipped with desert grassland boundary. Monthly NDVI mean values in oasis and desert are calculated respectively with Arcview 3.2. Climate indices include monthly precipitation, monthly maximum atmospheric temperature, monthly minimum atmospheric temperature, monthly average atmospheric temperature, monthly minimum relative humidity, monthly mean relative humidity and monthly sunlight hours. Hydrological indices include monthly surface runoff in Sangonghe basin and monthly mean water table in pluvial fan and alluvial plain. The correlation coefficients of NDVI with all climatic and hydrological factors are calculated with SPSS 10.0.The analysis shows that NDVI values in oasis have different rules of monthly variation from those in desert. Atmospheric temperature, groundwater table and precipitation are significantly correlative with NDVI in oasis, and irrigation is an important factor, which influences oasis NDVI. Correlation coefficients of desert sparse vegetation NDVI with oasis climatic and hydrological factors are insignificant and meaningless in ecological interpretation. In the process of analysis between NDVI and environmental factors in arid zones, the temporal and spatial scale must be strictly corresponding, oasis and desert must be considered respectively and conclusions from oasis NDVI are not adapted to the desert sparse vegetation. The contradictions in the conclusions of foregoing studies come from the confusion of application scope of their results, and the results of oasis NDVI can not represent the rules of the whole arid zone.
中文关键词气候因子 ; 水文因子 ; 时空尺度
英文关键词NDVI NDVI Climate factors Hydrological factors Temporal and spatial scale
语种中文
国家中国
收录类别CSCD
WOS类目PLANT SCIENCES
WOS研究方向Plant Sciences
CSCD记录号CSCD:1315834
来源机构新疆大学
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/204577
作者单位1.中国林业科学院研究院森林生态环境与保护研究所, 北京 100091, 中国;
2.浙江师范大学计算机科学与工程学院, 金华, 浙江 321004, 中国;
3.新疆大学资源部与环境科学学院, 乌鲁木齐, 新疆 530046, 中国
推荐引用方式
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张远东,徐应涛,顾峰雪,等. 荒漠绿洲NDVI与气候、水文因子的相关部门分析[J]. 新疆大学,2003,27(6):816-821.
APA 张远东,徐应涛,顾峰雪,&潘晓玲.(2003).荒漠绿洲NDVI与气候、水文因子的相关部门分析.植物生态学报,27(6),816-821.
MLA 张远东,et al."荒漠绿洲NDVI与气候、水文因子的相关部门分析".植物生态学报 27.6(2003):816-821.
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