Predicting tree species richness in urban forests

被引:0
|
作者
Thomas W. Gillespie
John de Goede
Luis Aguilar
G. Darrel Jenerette
Geoffrey A. Fricker
Meghan L. Avolio
Stephanie Pincetl
Timothy Johnston
Lorraine W. Clarke
Diane E. Pataki
机构
[1] University of California Los Angeles,Department of Geography
[2] University of California Riverside,Department of Botany and Plant Sciences
[3] University of Utah,Department of Biology
[4] University of California Los Angeles,Institute of the Environment and Sustainability
来源
Urban Ecosystems | 2017年 / 20卷
关键词
Landsat; Lidar; QuickBird; MODIS; Remote sensing; Species richness; Urban forests;
D O I
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中图分类号
学科分类号
摘要
There has been an increasing interest in urban forests and the levels of biodiversity they contain. Currently there are no spatially explicit maps of tree species richness in urban areas. This research tests and identifies GIS and remote sensing metrics (climate, area, productivity, three-dimensional structure) hypothesized to be associated with species richness in native forests and identifies methods that can be applied to predict and map tree species richness in cities. We quantified tree species richness, floristic composition, and structure in 28 1-ha plots in the city of Los Angeles. Climate and remote sensing metrics from high-resolution aerial imagery (10 cm), QuickBird (60 cm), Landsat (30 m), MODIS (250 m), and airborne lidar (2 m) were collected for each plot. There were 1208 individual stems and 108 trees identified to species. Species richness ranged from 2 to 31 species per ha and averaged 17 species per ha. Tree canopy cover from QuickBird explained the highest portion of variance (54%) in tree species richness followed by NDVI from Landsat (42%). Tree species richness can be higher in residential urban forests than native forests in the United States. Spatially explicit species richness maps at 1 ha can be created and tested for cities in order to identify both hotspots and coldspots of tree species richness and changes in species richness over time.
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页码:839 / 849
页数:10
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