单一景观空间分布指数及其适用性评价
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首都师范大学,首都师范大学,首都师范大学

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国家自然科学基金(41371375); 北京市自然科学基金(8132018); 国家"十二五"科技支撑计划项目(2012BAH33B03, 2012BAH33B05).


Spatial distribution index and its applicability evaluation for single-type landscape
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Capital Normal University,Capital Normal University,Capital Normal University

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    摘要:

    为描述单一景观的空间分布离散性和广度特征,引入基于香农熵的空间分布指数(MSHDI, Modified Shannon's Distribution Index),利用河南省中南部地区1990、2001和2007 年3 期TM/ETM+遥感影像,进行了MSHDI与经典景观指数的比较,并分析了MSHDI与面积指数(PLAND, Percentage of Landscape)在多网格尺度下的相关关系。结果表明:(1)MSHDI在描述单一景观的空间分布广度和离散程度特征方面具有较好的适用性。MSHDI能适应不同制图综合程度的影响,并能反映出景观斑块边缘的细微差别。(2)通过分析MSHDI与PLAND之间相关系数的大小和变化程度可以分别验证MSHDI的表征性和稳定性。(3)MSHDI适用于基底和散布状景观,两种指数之间有显著的正相关性(农用地r=0.939,P=0.000;城市建设r=0.877,P=0.004;工矿仓储r=0.870,P=0.002;自然绿地r=0.966,P=0.001),且随网格粒度变化不大(农用地r=0.921±0.054;城市建设r=0.867±0.107;工矿仓储r=0.883±0.052;自然绿地r=0.964±0.024);而对网状景观则缺乏稳定性。

    Abstract:

    A single-type landscape, as an important component of the landscape ecological system, is an abstract for the complicated landscape. The SHDI (Shannon's Diversity Index), typically used to describe the complexity of nonlinear system, consists of various components, measures the diversity and variability on spatial structure, functional mechanism and temporal dynamics. Because the single-type landscape cannot be described by SHDI, based on Shannon Entropy, a spatial distribution index MSHDI (Modified Shannon's Distribution Index) was proposed to address the spatial distribution division and breadth of single-type landscapes. Remote sensing technique can be used effectively to extract information of single landscapes, which directly represent their development. Using three Landsat images (May 4, 1990 by TM sensor, May 10, 2001 by ETM+ sensor and May 19, 2007 by TM sensor), this paper presents the quantitative comparison between MSHDI and classic landscape indices (MPS, FI, et al), and discusses the correlative relationship between MSHDI and area index (PLAND, Percentage of Landscape) with multiple mesh grains, choosing the South Central of Henan Province as our study area.The method based on MSHDI in this study is mainly used in six single landscapes (Agriculture land, Transportation landscape, Surface water landscape, Forest and Grassland, Urban construction landscape and Industrial and mining area). Results show that the spatial distribution index on spatial distribution scope and division's description has significant feasibility and adaptability, as it accurately reveals different types of single landscapes' spatial distribution scope and reflects the nuances of edges of different landscape patches. It is relatively stable in the spatial distribution relationships among various single landscapes in this study area (MSHDI: Agriculture land (0.982±0.002) > Transportation (0.822±0.020) > Water (0.789±0.015) > Forest and Grassland (0.778±0.015) > Urban construction (0.643±0.020) > Industrial and mining area (0.626±0.025)). Area index can partially reflect the spatial distribution of single-type landscape; moreover, it does not vary with the size of the mesh. Hence according to the intrinsically closely correlation coefficient (between MSHDI and area index) and its degree of change, MSHDI's characterization and stability can be verified respectively. The correlation between the two indices is significantly positive for matrix and scatter landscape (Agriculture land:r= 0.939, P= 0.000; Urban construction:r= 0.877, P= 0.004; Industrial and mining area:r= 0.870, P= 0.002; Forest and Grassland:r= 0.966, P= 0.001), and little change (Agriculture land: r = 0.921±0.054; Urban construction: r = 0.867±0.107; Industrial and mining area: r = 0.883±0.052; Forest and Grassland: r = 0.964±0.024), while it is more complicated for the webbed landscape (Transportation and Surface water landscape).Consequently, in order to address the single-type landscape appropriately, we proposed the spatial distribution index MSHDI. This study clearly demonstrates that MSHDI is appropriate for single-type landscape on its scope and division's description. We compared MSHDI with conventional landscapes indices comprehensively to prove its characterization. Then, MSHDI's stability was certified by the correlation coefficient between MSHDI and PIAND and its magnitude of change. Thus, it is rigorous and complete for the applicable certification of MSHDI.There are some inadequacies that need to be considered in the future study. First, we only selected the study area in which agriculture is predominated. The regions of other predominant land use types should be considered. Second, for the webbed landscape, the spatial distribution index should be improved to meet its stability. These inadequacies will be resolved in the next step of the study.

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康孝岩,王艳慧,段福洲.单一景观空间分布指数及其适用性评价.生态学报,2015,35(5):1311~1320

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