Arid
DOI10.1007/s10980-013-9979-5
Predictive modeling of spatial patterns of soil nutrients related to fertility islands
Mudrak, Erika L.1; Schafer, Jennifer L.2; Fuentes-Ramirez, Andres1; Holzapfel, Claus2; Moloney, Kirk A.1
通讯作者Mudrak, Erika L.
来源期刊LANDSCAPE ECOLOGY
ISSN0921-2973
EISSN1572-9761
出版年2014
卷号29期号:3页码:491-505
英文摘要

In arid shrublands, soil resources are patchily distributed around shrub canopies, forming well-studied "islands of fertility.’’ While soil nutrient patterns have previously been characterized quantitatively, we develop a predictive model that explicitly considers the distance from shrubs of varying canopy sizes. In 1-ha macroplots in both the Sonoran and Mojave Deserts, we used Plant Root Simulator (TM) probes to measure nutrient availability along transects extending north and south from creosote bushes (Larrea tridentata). We modeled the decline of nutrients with distance from focal shrubs using hierarchical mixed models that included the effects of transect direction and shrub canopy size. Of the nutrients considered, nitrogen and potassium had the strongest response to distance from focal shrubs. In the Sonora, both depended on canopy size and had different patterns to the north versus the south. In the Mojave, potassium depended on size and direction, but nitrogen only on canopy size. We used the fitted model equations and the location and canopy size of all Larrea shrubs within the macroplots to estimate nutrient concentrations at a 20 cm resolution. This produced maps showing nutrient "hotspots’’ centered on Larrea. Our models predicted up to 60 % of the variation in nutrient availability the following growing season. Our models efficiently used a moderate number of sample locations to predict nutrient concentrations over a large area, given easily measured values of shrub size and location. Our method can be applied to many systems with patchily distributed resources focused around major structural landscape features.


英文关键词Larrea tridentata Ecosystem engineer Military installation Plant root simulator probes Spatially explicit modeling Nutrient hot spots
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000331935500011
WOS关键词SEMI-DESERT ECOSYSTEMS ; MOJAVE DESERT ; LARREA-TRIDENTATA ; SONORAN DESERT ; CREOSOTE-BUSH ; ANNUAL PLANTS ; DYNAMICS ; NITROGEN ; HETEROGENEITY ; ENGINEERS
WOS类目Ecology ; Geography, Physical ; Geosciences, Multidisciplinary
WOS研究方向Environmental Sciences & Ecology ; Physical Geography ; Geology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/183780
作者单位1.Iowa State Univ, Dept Ecol Evolut & Organismal Biol, Ames, IA 50011 USA;
2.Rutgers State Univ, Dept Biol Sci, Newark, NJ 07102 USA
推荐引用方式
GB/T 7714
Mudrak, Erika L.,Schafer, Jennifer L.,Fuentes-Ramirez, Andres,et al. Predictive modeling of spatial patterns of soil nutrients related to fertility islands[J],2014,29(3):491-505.
APA Mudrak, Erika L.,Schafer, Jennifer L.,Fuentes-Ramirez, Andres,Holzapfel, Claus,&Moloney, Kirk A..(2014).Predictive modeling of spatial patterns of soil nutrients related to fertility islands.LANDSCAPE ECOLOGY,29(3),491-505.
MLA Mudrak, Erika L.,et al."Predictive modeling of spatial patterns of soil nutrients related to fertility islands".LANDSCAPE ECOLOGY 29.3(2014):491-505.
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