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Handbook of Environmental and Ecological Statistics

Edited by: Alan Gelfand , Montse Fuentes , Jennifer A. Hoeting , Richard L. Smith

Print publication date:  September  2017
Online publication date:  January  2019

Print ISBN: 9781498752022
eBook ISBN: 9781315152509
Adobe ISBN:

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Book description

<P></P> <P>This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21<SUP>st</SUP> century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface. </P> <P></P><B> <P>Features:</P> <UL></B> <P> <LI>An internationally regarded editorial team.</LI> <P></P> <P> <LI>A distinguished collection of contributors.</LI> <P></P> <P> <LI>A thoroughly contemporary treatment of a substantial interdisciplinary interface.</LI> <P></P> <P> <LI>Written to engage both statisticians as well as quantitative environmental researchers.</LI> <P></P> <P> <LI>34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.</LI> <P></P></UL> <P></P>

Table of contents

Prelims Download PDF
Chapter  1:  Introduction Download PDF
Chapter  2:  Modeling for environmental and ecological processes Download PDF
Chapter  3:  Time series methodology Download PDF
Chapter  4:  Dynamic models Download PDF
Chapter  5:  Geostatistical Modeling for Environmental Processes Download PDF
Chapter  6:  Spatial and spatio-temporal point processes in ecological applications Download PDF
Chapter  7:  Data assimilation Download PDF
Chapter  8:  Univariate and Multivariate Extremes for the Environmental Sciences Download PDF
Chapter  9:  Environmental Sampling Design Download PDF
Chapter  10:  Accommodating so many zeros: univariate and multivariate data Download PDF
Chapter  11:  Gradient Analysis of Ecological Communities (Ordination) Download PDF
Chapter  12:  Species distribution models Download PDF
Chapter  13:  Capture-Recapture and distance sampling to estimate population sizes Download PDF
Chapter  14:  Animal Movement Models Download PDF
Chapter  15:  Population Demography for Ecology Download PDF
Chapter  16:  Statistical Methods for Modeling Traits Download PDF
Chapter  17:  Statistical models of vegetation fires: Spatial and temporal patterns Download PDF
Chapter  18:  Spatial Statistical Models for Stream Networks Download PDF
Chapter  19:  Statistical methods for exposure assessment Download PDF
Chapter  20:  Alternative models for estimating air pollution exposures – Land Use Regression and Stochastic Human Exposure and Dose Simulation for particulate matter (SHEDS-PM) Download PDF
Chapter  21:  Preferential sampling of exposure levels Download PDF
Chapter  22:  Monitoring network design Download PDF
Chapter  23:  Statistical methods for source apportionment Download PDF
Chapter  24:  Statistical Methods for Environmental Epidemiology Download PDF
Chapter  25:  Connecting Exposure to Outcome: Exposure Assessment Download PDF
Chapter  26:  Environmental epidemiology study designs Download PDF
Chapter  27:  Modeling and assessing climatic trends Download PDF
Chapter  28:  Climate Modelling Download PDF
Chapter  29:  Spatial Analysis in Climatology Download PDF
Chapter  30:  Assimilating Data into Models Download PDF
Chapter  31:  Spatial Extremes Download PDF
Chapter  32:  Statistics in Oceanography Download PDF
Chapter  33:  Paleoclimate reconstruction: looking backwards to look forward Download PDF
Chapter  34:  Climate Change Detection and Attribution Download PDF
Chapter  35:  Health risks of climate variability and change Download PDF
Index Download PDF
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