基于小波变换的NDVI区域特征尺度
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福建省国际合作重点资助项目(2009I006); 中国-保加利亚政府间合作项目(国科外字\[2008\]221号); 福建省重点项目“海峡西岸经济区生态文明理论与技术支撑体系研究”


Regional characteristic scale of NDVI based on wavelet analysis
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    摘要:

    尺度是生态环境研究领域的热点问题。以福州市为研究区,选择6个生态样线,提取NDVI(Normalized Difference Vegetation Index),以小波变换为工具进行尺度分解,得到21×900 m2、22×900 m2…28×900 m2系列尺度上的NDVI信息。以小波细节信息方差和小波细节信息熵为特征尺度的度量指标,得到6个生态样线的NDVI特征尺度,进一步得到区域特征尺度。研究发现福州地区纬度方向的特征尺度域为24×900m2…26×900m2,纬度对生态样线的NDVI特征尺度影响较小,不同纬度生态样线的NDVI特征尺度与样线的景观多样性和受人类活动干扰的程度有关;经度方向的特征尺度域为25×900m2…27×900m2尺度,不同经度NDVI特征尺度域自西向东存在明显的递增梯度,该梯度与DEM、坡度和地形起伏度梯度相吻合;NDVI生态样线的特征尺度域大小受控于研究区北北东-南南西走向的地质构造体系,该因素导致NDVI样线特征尺度的空间变异范围为21×900m2…23×900m2。

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    Scale is the highlight of the eco-environment, Characteristic scale is the optimized spatial measurement size to identify the heterogeneity of landscape. The study selects 6 ecological sampling lines including three latitudinal lines and three longitude lines as the research area in Fuzhou city. By use of Landsat TM image, the study gets the information of the Normalized vegetation index(NDVI)for 6 sampling lines. Then wavelet is applied as the multi-scale analysis tool, the regional NDVI information can be decomposed into a scale series:21×900 m2,22×900 m2…28×900 m2. After calculating the variance coefficient and entropy of wavelet detailed information in different scales, the results show that the corresponding scales to the maximum of wavelet variance and entropy may make up the domain characteristic scale of NDVI. By the way, NDVI domain characteristic scale for every ecological lines is clearly demonstrated. Finally, the study shows that the domain characteristic scale of ecological lines in different latitudes is between 24×900m2…26×900m2, latitude plays little role on the NDVI characteristic scale while the landscape diversity or complexity and disturbance from human activity play important roles for the NDVI characteristic scale size in ecological lines. For ecological lines with different longitudes, the domain characteristic scale is 25×900m2…27×900m2. From west to east, the characteristic scale increases gradually, it accords with the decreasing gradients of DEM, slope and relief. Furthermore, the study promotes that the regional NDVI domain characteristic scale in Fuzhou is under the control of the local NNE-SSW geological structure direction which impacts on the change of local characteristic scales in the spatial range of 21×900m2…23×900m2.

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李小梅,沙晋明*,连江龙.基于小波变换的NDVI区域特征尺度.生态学报,2010,30(11):2864~2873

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