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Analysis of Differences in the Spatial Distribution among Terrestrial Mammals Using Geodetector—A Case Study of China
ISPRS International Journal of Geo-Information ( IF 2.8 ) Pub Date : 2021-01-09 , DOI: 10.3390/ijgi10010021 Yao Chi , Tianlu Qian , Caiying Sheng , Changbai Xi , Jiechen Wang
ISPRS International Journal of Geo-Information ( IF 2.8 ) Pub Date : 2021-01-09 , DOI: 10.3390/ijgi10010021 Yao Chi , Tianlu Qian , Caiying Sheng , Changbai Xi , Jiechen Wang
The survival and distribution of animals cannot be separated from a certain environment. How patterns in mammalian species depend on the environment remain unclear. This study incorporating spatial data on climate, precipitation, topography, and vegetation quantitatively analyzed the influence of specific geographical factors on the spatial distribution of terrestrial mammalian richness using the Geodetector model. We used the spatial analysis method of geographical information systems (GIS), separating the mammalian distribution of 621 species into 10 by 10 km grids to measure spatial richness. Our results showed that there were significant spatial differences in terrestrial mammalian richness in China. There was a low richness in the east and west, but high richness in the south. Individual factor detection results showed that annual precipitation (AP) and the minimum temperature of the coldest month (MTCM) were the dominant factors affecting the spatial pattern of mammal richness in China. Patterns in the distribution of species richness had distinct characteristics for different mammalian orders and were influenced by different environmental factors. The richness distribution of most orders was mainly affected by MTCM and AP. Interactive detection results showed that interacting factors in pairs play much bigger roles in the spatial distribution of species richness than individual factors. The synergistic effect of elevation with AP and MTCM best explained the distribution differences of species richness. We found that the Geodetector model is a valuable tool, hoping to be more widely used in biogeography.
更新日期：2021-01-10
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