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References from Incorporating ecological knowledge into ecoinformatics: An example of modeling hierarchically structured aquatic communities with neural networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Landscapes and riverscapes: the influence of land use on stream ecosystems
10.1146/annurev.ecolsys.35.120202.110122 · 2004 · External reference
Catchment-scale analysis of aquatic ecosystems
10.1046/j.1365-2427.1997.00155.x · 1997 · External reference
The influence of catchment land use on stream integrity across multiple spatial scales
10.1046/j.1365-2427.1997.d01-546.x · 1997 · External reference
Unresolved reference
1982 · External reference
Unresolved reference
1995 · External reference
Ecological and historical filters constraining spatial caddis fly distribution in Mediterranean rivers
10.1111/j.1365-2427.2005.01357.x · 2005 · External reference
Habitat scale and biodiversity: influence of catchment, stream reach and bedform scales on local invertebrate diversity
10.1023/a:1024107915183 · 2003 · External reference
The relationships among three habitat scales and stream benthic invertebrates community structure
10.1046/j.1365-2427.1996.d01-450.x · 1996 · External reference
Bioassessment without reference sites: use of environmental filters to predict assemblages of river macroinvertebrates
10.1899/0887-3593(2004)023<0599:bwrsuo>2.0.co;2 · 2004 · External reference
Ecological forecasts: an emerging imperative
10.1126/science.293.5530.657 · 2001 · External reference
Neural networks in civil engineering: I. Principles and understanding
10.1061/(asce)0887-3801(1994)8:2(131) · 1994 · External reference
A hierarchical framework for stream habitat classification: viewing streams in a watershed context
10.1007/bf01867358 · 1986 · External reference
Predictive models in spatially and temporally variable freshwater systems
10.1111/j.1442-9993.1998.tb00707.x · 1998 · External reference
Evaluation of the use of landscape classifications for the prediction of freshwater biota: synthesis and recommendations
10.2307/1468113 · 2000 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
External reference
Assessing biotic integrity of streams: effects of scale in measuring the influence of land use/cover and habitat structure on fish and macroinvertebrates
10.1007/s002679900184 · 1999 · External reference
Biological traits of stream macroinvertebrate communities: effects of microhabitat, reach, and basin filters
10.1899/0887-3593(2004)023<0449:btosmc>2.0.co;2 · 2004 · External reference
Unresolved reference
2000 · External reference
Ecosystems and the biosphere as complex adaptive systems
10.1007/s100219900037 · 1998 · External reference
Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications
10.1016/s1364-8152(99)00007-9 · 2000 · External reference
Aquatic invertebrates in riverine landscapes
10.1046/j.1365-2427.2002.00895.x · 2002 · External reference
What's best on the banks?
10.1038/40976 · 1997 · External reference
A species-specific approach to modeling biological communities and its potential for conservation
10.1046/j.1523-1739.2003.01280.x · 2003 · External reference
Fish–habitat relationships in lakes: gaining predictive and explanatory insight by using artificial neural networks
10.1577/1548-8659(2001)130<0878:fhrilg>2.0.co;2 · 2001 · External reference
Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks
10.1016/s0304-3800(02)00064-9 · 2002 · External reference
An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data
10.1016/j.ecolmodel.2004.03.013 · 2004 · External reference
An artificial neural network approach to spatial habitat modelling with interspecific interaction
10.1016/s0304-3800(98)00149-5 · 1999 · External reference
Unresolved reference
1991 · External reference
A perspective on the abiotic processes sustaining the ecological integrity of running waters
10.1023/a:1017062032685 · 2000 · External reference
Best practices in prediction for decision-making: lessons from the atmospheric and earth sciences
10.1890/0012-9658(2003)084[1351:bpipfd]2.0.co;2 · 2003 · External reference
Landscape filters and species traits: toward mechanistic understanding and prediction in stream ecology
10.2307/1468026 · 1997 · External reference
Functional organization of stream fish assemblages in relation to hydrological variability
10.2307/1941217 · 1995 · External reference
The physical habitat template of lotic systems: recovery in the context of historical pattern of spatio-temporal heterogeneity
10.1007/bf02394714 · 1990 · External reference
The natural flow regime
10.2307/1313099 · 1997 · External reference
Unresolved reference
2003 · External reference
Landscape-scale influences on streams habitats and biota
10.1139/f96-006 · 1996 · External reference
Unresolved reference
1993 · External reference
Landscape influence on stream biotic integrity assessed at multiple spatial scales
10.1007/bf02447513 · 1996 · External reference
Learning representations by back-propagation errors
10.1038/323533a0 · 1986 · External reference
Local, landscape and regional factors structuring benthic macroinvertebrate assemblages in Swedish streams
10.1023/b:land.0000036116.44231.1c · 2004 · External reference
Neural networks and statistical models
1994 · External reference
Land-use influences on New Zealand stream communities: effects on species composition, functional organisation, and food-web structure
10.1080/00288330.2004.9517265 · 2004 · External reference
Concepts in river ecology: pattern and process in the catchment hierarchy
1996 · External reference
Species traits in relation to a habitat templet for river systems
10.1111/j.1365-2427.1994.tb01740.x · 1994 · External reference
The intermediate disturbance hypothesis, refugia, and biodiversity in streams
10.4319/lo.1997.42.5.0938 · 1997 · External reference
The influence of scale and geography on relationships between stream community and landscape variables: description and prediction
10.1046/j.1365-2427.2003.01043.x · 2003 · External reference
Biodiversity of stream insects: variations at local, basin and regional scales
10.1146/annurev.ento.43.1.271 · 1998 · External reference
Sediment in streams: sources, biological effects and control
1995 · External reference
Relative influence of variables at multiple spatial scales on stream macroinvertebrates in the North Lakes and Forest ecoregion, USA
10.1046/j.1365-2427.2003.01076.x · 2003 · External reference
Benthic macroinvertebrate community structure, function and production with respect to habitat type, reach and drainage basin in the southern Appalachians (USA)
10.1111/j.1365-2427.1995.tb00902.x · 1995 · External reference
Unresolved reference
2000 · External reference
Biomonitoring for deposited sediment using benthic invertebrates: a test on 4 Missouri streams
10.2307/1468094 · 2001 · External reference
