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Patterns of soil phosphorus: Concen...
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Bennett, Elena Michele.
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Patterns of soil phosphorus: Concentrations and variability across an urbanizing agricultural landscape.
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Patterns of soil phosphorus: Concentrations and variability across an urbanizing agricultural landscape./
作者:
Bennett, Elena Michele.
面頁冊數:
142 p.
附註:
Source: Dissertation Abstracts International, Volume: 63-04, Section: B, page: 2004.
Contained By:
Dissertation Abstracts International63-04B.
標題:
Agriculture, Soil Science. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3049416
ISBN:
0493639578
Patterns of soil phosphorus: Concentrations and variability across an urbanizing agricultural landscape.
Bennett, Elena Michele.
Patterns of soil phosphorus: Concentrations and variability across an urbanizing agricultural landscape.
- 142 p.
Source: Dissertation Abstracts International, Volume: 63-04, Section: B, page: 2004.
Thesis (Ph.D.)--The University of Wisconsin - Madison, 2002.
Eutrophication, the overenrichment of aquatic ecosystems with nutrients such as phosphorus (P), is a major cause of reduced freshwater quality. The primary source of P to most lakes is nonpoint source runoff. Runoff is not generated evenly across a watershed; instead, the majority is generated in a few critical source areas. Understanding the location of critical source areas is a significant step toward managing P runoff to aquatic ecosystems.
ISBN: 0493639578Subjects--Topical Terms:
1017824
Agriculture, Soil Science.
Patterns of soil phosphorus: Concentrations and variability across an urbanizing agricultural landscape.
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Eutrophication, the overenrichment of aquatic ecosystems with nutrients such as phosphorus (P), is a major cause of reduced freshwater quality. The primary source of P to most lakes is nonpoint source runoff. Runoff is not generated evenly across a watershed; instead, the majority is generated in a few critical source areas. Understanding the location of critical source areas is a significant step toward managing P runoff to aquatic ecosystems.
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Urban-rural gradients are one method for predicting soil P. I compare several measures of a nonlinear urban-rural gradient to other predictors of soil P in Dane County, Wisconsin, USA. Most of the factors expected to drive differences in soil P concentrations were not found to be good predictors of soil P. While there were several significant relationships, most explained only a small proportion of the variation. High variability in soil P concentrations made accurate prediction difficult.
520
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Human activity may change variance patterns by shifting the scale at which governing processes are operating or the governing processes that are dominant at a given scale. I measured soil P concentrations and variability at three scales across four management regimes. Variance changed across scale in each management regime and across management regimes at the same scale. Variance within a field was lower in human-dominated sites than in prairies. Intensely used sites are more homogeneous and have higher P concentrations than prairies: they are more likely to be critical source areas.
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In ecological studies, there are often many regressions that have similar goodness-of-fit statistics. Choosing one model as “best” may discard important information in models that fit almost as well. A technique based on bootstrapping was used to solve this problem for predictions of soil P in Dane County. Bagging, which aggregates the predictions of many well-fitting models, improved prediction accuracy and enhanced assessment of prediction uncertainty and variability.
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Effective eutrophication management will require knowledge of soil P accumulation patterns. The three techniques for understanding soil P concentrations and variability that I examined demonstrated that predicting P concentrations is difficult; however, it may be possible to predict critical source areas using information about variability.
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http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3049416
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