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DOI10.1007/s10980-019-00804-z
Individual based modeling of fish migration in a 2-D river system: model description and case study
Snyder, Marcia N.1; Schumaker, Nathan H.1; Ebersole, Joseph L.1; Dunham, Jason B.2; Comeleo, Randy L.1; Keefer, Matthew L.3; Leinenbach, Peter4; Brookes, Allen1; Cope, Ben4; Wu, Jennifer4; Palmer, John4; Keenan, Druscilla4
发表日期2019
ISSN0921-2973
EISSN1572-9761
卷号34期号:4页码:737-754
英文摘要

ContextDiadromous fish populations in the Pacific Northwest face challenges along their migratory routes from declining habitat quality, harvest, and barriers to longitudinal connectivity. These stressors complicate the prioritization of proposed management actions intended to improve conditions for migratory fishes including anadromous salmon and trout.ObjectivesWe describe a multi-scale hybrid mechanistic-probabilistic simulation model linking migration corridor conditions to fish fitness outcomes. We demonstrate the model's utility using a case study of salmon and steelhead adults in the Columbia River migration corridor exposed to spatially- and temporally-varying stressors.MethodsThe migration corridor simulation model is based on a behavioral decision tree that governs individual interactions with the environment, and an energetic submodel that estimates the hourly costs of migration. Emergent properties of the migration corridor simulation model include passage time, energy use, and survival.ResultsWe observed that the simulatedfish's initial energy density, the migration corridor temperatures they experienced, and their history of behavioral thermoregulation were the primary determinants of their fitness outcomes. Insights gained from use of the model might be exploited to identify management interventions that increase successful migration outcomes.ConclusionsThis paper describes new methods that extend the suite of tools available to aquatic biologists and conservation practitioners. We have developed a 2-dimensional spatially-explicit behavioral and physiological model and illustrated how it can be used to simulate fish migration within a river system. Our model can be used to evaluate trade-offs between behavioral thermoregulation and fish fitness at population scales.


WOS研究方向Environmental Sciences & Ecology ; Physical Geography ; Geology
来源期刊LANDSCAPE ECOLOGY
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/95775
作者单位1.US EPA, Western Ecol Div, 200 SW 35th St, Corvallis, OR 97333 USA;
2.US Geol Survey, Forest & Rangeland Ecosyst Sci Ctr, 3200 SW Jefferson Way, Corvallis, OR 97331 USA;
3.Univ Idaho, Coll Nat Resources, Dept Fish & Wildlife Sci, 875 Perimeter Dr,MS 1136, Moscow, MS 83844 USA;
4.US EPA, Reg 10,1200 6th Ave, Seattle, WA 98101 USA
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Snyder, Marcia N.,Schumaker, Nathan H.,Ebersole, Joseph L.,et al. Individual based modeling of fish migration in a 2-D river system: model description and case study[J],2019,34(4):737-754.
APA Snyder, Marcia N..,Schumaker, Nathan H..,Ebersole, Joseph L..,Dunham, Jason B..,Comeleo, Randy L..,...&Keenan, Druscilla.(2019).Individual based modeling of fish migration in a 2-D river system: model description and case study.LANDSCAPE ECOLOGY,34(4),737-754.
MLA Snyder, Marcia N.,et al."Individual based modeling of fish migration in a 2-D river system: model description and case study".LANDSCAPE ECOLOGY 34.4(2019):737-754.
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