输变电工程沿线区域黑颈鹤分布与生境因子的关系

Distribution of black-necked cranes and correlated habitat factors along power transmission and transformation lines

  • 摘要: 黑颈鹤(Grus nigricollis)是国家一级保护动物,其分布受多种生境因子影响,研究输变电工程区域黑颈鹤分布与生境因子的关系,对黑颈鹤保护意义重大.本研究以某输变电线路两侧各100 km范围为研究区,运用主成分分析(PCA)法,结合方差膨胀因子(VIF)法筛选关键生境因子,构建广义加性模型(GAM),预测了黑颈鹤分布与生境因子关系.结果表明,黑颈鹤分布密度与海拔、归一化植被指数(NDVI)、距水源距离、距道路距离和最湿季度均温这5个生境因子的相关性显著;NDVI和距道路距离与分布密度呈显著正相关,距水源距离与分布密度呈显著负相关,在海拔3500~4500 m、最湿季度均温6~12 °C的区域,黑颈鹤分布密度最高.本研究揭示了黑颈鹤分布密度与关键生境因子的关系,可为输变电工程生态保护提供定量化依据.

     

    Abstract: The black-necked crane (Grus nigricollis) is a first-class nationally protected species in China with its distribution influenced by various habitat factors. Studying the relationship between distribution of black-necked cranes and habitat factors in areas affected by power transmission and transformation lines is of great significance for their conservation. In this work, a 100-kilometer buffer zone on both sides of a transmission line was studied. principal component analysis (PCA) combined with variance inflation factor (VIF) method was used to screen key habitat factors. A generalized additional model (GAM) was then constructed to predict relationship between black-necked crane distribution and these factors. The distribution density of black-necked cranes was found significantly correlated with five habitat factors: elevation, NDVI, distance to water sources, distance to roads, and mean temperature of the wettest quarter. NDVI and distance to roads showed significant positive correlations with crane density, while distance to water showed a significant negative correlation. The highest distribution density occurred at elevations between 3 500 and 4 500 meters, wettest quarter temperatures ranged from 6 to 12 °C. It is concluded that quantitative relationship between black-necked cranes distribution and key habitat factors could be established and this will provide scientific support for ecological protection in power transmission project areas.

     

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