Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/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
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ISSN | 0921-2973 |
EISSN | 1572-9761 |
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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