Spatial prediction of species distribution: an interface between ecological theory and statistical modelling (Record no. 40486)

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fixed length control field 02890nam a2200337Ia 4500
003 - CONTROL NUMBER IDENTIFIER
control field MX-MdCICY
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250625124637.0
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Transcribing agency CICY
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Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) B-6141
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245 10 - TITLE STATEMENT
Title Spatial prediction of species distribution: an interface between ecological theory and statistical modelling
490 0# - SERIES STATEMENT
Volume/sequential designation Ecological Modelling, 157(2-3), p.101-118, 2002
520 3# - SUMMARY, ETC.
Summary, etc. Neglect of ecological knowledge is a limiting factor in the use of statistical modelling to predict species distribution. Three components are needed for statistical modelling, an ecological model concerning the ecological theory to be used or tested, a data model concerning the collection and measurement of the data, and a statistical model concerning the statistical theory and methods used. This component framework is reviewed with emphasis on ecological theory. The expected shape of a species response curve to an environmental gradient is a central assumption on which agreement has yet to be reached. The nature of the environmental predictors whether indirect variables, e.g. latitude that have no physiological impact on plants, or direct variables, e.g. temperature also influence the type of response expected. Straight-line relationships between organisms and environment are often used uncritically. Many users of canonical correlation analysis use linear (straight-line)functions to relate ordination axes to variables such as slope and aspect though this is not a necessary part of the method. Some statisticians have used straight lines for species/environment relationships without testing, when evaluating new statistical procedures. Assumptions used in one component often conflict with those in another component. Statistical models can be used to explore ecological theory. Skewed species response curves predominate contrary to the symmetric unimodal curves assumed by some statistical methods. Improvements in statistical modelling can be achieved based on ecological concepts. Examples include incorporating interspecific competition from dominant species; more proximal predictors based on water balance models and spatial autocorrelation procedures to accommodate non-equilibrium vegetation.
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Topical term or geographic name entry element VEGETATION MODELS
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Topical term or geographic name entry element SPECIES MODELS
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Topical term or geographic name entry element CONTINUUM
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Topical term or geographic name entry element NICHE
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Topical term or geographic name entry element GENERALISED LINEAR MODELS
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Topical term or geographic name entry element GLM
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Topical term or geographic name entry element GENERALISED ADDITIVE MODELS
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Topical term or geographic name entry element GAM
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Topical term or geographic name entry element CANONICAL CORRESPONDENCE ANALYSIS
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Topical term or geographic name entry element CCA
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Topical term or geographic name entry element SPATIAL PREDICTION
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element REGRESSION
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ORDINATION
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element SPECIES RESPONSE CURVES
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Austin, M.P.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://drive.google.com/file/d/1HzYAqnETwzeAhBVLNp8agd_zZx1HpDcG/view?usp=drivesdk">https://drive.google.com/file/d/1HzYAqnETwzeAhBVLNp8agd_zZx1HpDcG/view?usp=drivesdk</a>
Public note Para ver el documento ingresa a Google con tu cuenta: @cicy.edu.mx
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Source of classification or shelving scheme Clasificación local
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  Clasificación local     Ref1 CICY CICY Documento préstamo interbibliotecario 25.06.2025   B-6141 25.06.2025 25.06.2025 Documentos solicitados