Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling

N Cressie, CA Calder, JS Clark, JMV Hoef… - Ecological …, 2009 - Wiley Online Library
Analyses of ecological data should account for the uncertainty in the process (es) that
generated the data. However, accounting for these uncertainties is a difficult task, since …

Developing Global Maps of the Dominant Anopheles Vectors of Human Malaria

SI Hay, ME Sinka, RM Okara, CW Kabaria… - PLoS …, 2010 - journals.plos.org
Developing Global Maps of the Dominant Anopheles Vectors of Human Malaria | PLOS
Medicine Skip to main content Advertisement PLOS Medicine Browse Current Issue Journal …

[图书][B] Habitat suitability and distribution models: with applications in R

A Guisan, W Thuiller, NE Zimmermann - 2017 - books.google.com
This book introduces the key stages of niche-based habitat suitability model building,
evaluation and prediction required for understanding and predicting future patterns of …

Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data

SJ Phillips, M Dudík, J Elith, CH Graham… - Ecological …, 2009 - Wiley Online Library
Most methods for modeling species distributions from occurrence records require additional
data representing the range of environmental conditions in the modeled region. These data …

Novel methods improve prediction of species' distributions from occurrence data

J Elith*, C H. Graham*, R P. Anderson, M Dudík… - …, 2006 - Wiley Online Library
Prediction of species' distributions is central to diverse applications in ecology, evolution and
conservation science. There is increasing electronic access to vast sets of occurrence …

[图书][B] Hierarchical modeling and inference in ecology: the analysis of data from populations, metapopulations and communities

JA Royle, RM Dorazio - 2008 - books.google.com
A guide to data collection, modeling and inference strategies for biological survey data using
Bayesian and classical statistical methods. This book describes a general and flexible …

[图书][B] Computational statistics

GH Givens, JA Hoeting - 2012 - books.google.com
This new edition continues to serve as a comprehensive guide to modern and classical
methods of statistical computing. The book is comprised of four main parts spanning the …

Generalized joint attribute modeling for biodiversity analysis: Median‐zero, multivariate, multifarious data

JS Clark, D Nemergut, B Seyednasrollah… - Ecological …, 2017 - Wiley Online Library
Probabilistic forecasts of species distribution and abundance require models that
accommodate the range of ecological data, including a joint distribution of multiple species …

A structured and dynamic framework to advance traits‐based theory and prediction in ecology

CT Webb, JA Hoeting, GM Ames, MI Pyne… - Ecology …, 2010 - Wiley Online Library
Ecology Letters (2010) 13: 267–283 Abstract Predicting changes in community composition
and ecosystem function in a rapidly changing world is a major research challenge in …

More than the sum of the parts: forest climate response from joint species distribution models

JS Clark, AE Gelfand, CW Woodall… - Ecological …, 2014 - Wiley Online Library
The perceived threat of climate change is often evaluated from species distribution models
that are fitted to many species independently and then added together. This approach …