基于无人机低空遥感影像分析的布氏田鼠冬季洞群空间分布特征及其影响因子
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内蒙古自治区科技计划项目(2022YFSJ001);中国农业科学院北方农牧业科技创新中心项目(BFGJ2022007);中国农业科学院平台科技创新重大任务(Y2021PT03);“天池英才”引进计划


Analysis of spatial distribution characteristics and influencing factors of Lasiopodomys brandtii based on unmanned aerial vehicle (UAV) low altitude remote sensing images
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    摘要:

    布氏田鼠是内蒙古典型草原主要害鼠之一。为探明其发生机制,建立规模化调查技术,在内蒙古东乌珠穆沁旗草原利用无人机航拍技术采集布氏田鼠冬季栖息地影像。通过拼接、目视解译、格网化(1hm2)分析,利用遥感数据、地理空间数据等获取格网内生境指标,采用皮尔逊相关分析和广义加性模型等方法,探讨了影响布氏田鼠越冬洞群分布的相关生境因子。结果表明:(1)生长季植被指数对其洞群密度空间分布有一定指示作用,布氏田鼠喜栖于植被较为低矮的裸露草场(0.1 < NDVI < 0.18);(2)9月和10月NDVI与其越冬洞群密度的分布具有较大关系,其中9月份布氏田鼠洞群主要集中在0.25 < NDVI < 0.35的区域,而10月份NDVI与洞群密度呈负相关关系;(3)布氏田鼠越冬栖息地的选择偏向于海拔相对较高(895m-915m)的西南缓坡(0.3°-1.6°)。研究结果将为布氏田鼠越冬栖息地选择预测提供了参考依据。

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    Brandt's vole (Lasiopodomys brandtii) is a common rodent pest in the steppes of Inner Mongolia, China. To explore the potential mechanisms of Lasiopodomys brandtii occurrence, and develop effective survey techniques on a large-scale, a field experiment was conducted in the steppes of East Ujimqin Banner. Images were collected using an unmanned aircraft system and stitched from two different habitat plots of Brandt's vole. Each image was divided into 1hm2 grids, and the numbers of overwintering colonies were identified. Environmental factors and geospatial data were extracted from remote sensing images and the correlation between these factors and colony density was analyzed using Pearson's test and a generalized additive model (GAM). The results showed that vegetation (0.1 < NDVI < 0.18) indices can indicate the selection of overwintering colonies in Brandt's vole, with voles preferring sites with sparse and low vegetation to build overwintering colonies. NDVI, especially in September and October, was found to be highly correlated with colony density. High density colonies were mainly found in areas with specific NDVI ranges from 0.25 to 0.35 in September, and there was a significant negative correlation between NDVI and colony density in October. Furthermore, high density colonies were concentrated on southeast slight gradients (0.3°-1.6°) with a relatively high altitude (895m-915m). These findings provide valuable insights for predicting the selection of overwintering colonies and managing Brandt's vole populations in spring.

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杜波波,冀超,王大伟,刘晓辉,刘升平,林克剑.基于无人机低空遥感影像分析的布氏田鼠冬季洞群空间分布特征及其影响因子.生态学报,2025,45(3):1494~1502

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