sampling strategies for natural resources and the environment chapman hall crc applied environmental statistics

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Sampling Strategies For Natural Resources And The Environment

Author : Timothy G. Gregoire
ISBN : 9781584883708
Genre : Mathematics
File Size : 70. 97 MB
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Written by renowned experts in the field, Sampling Strategies for Natural Resources and the Environment covers the sampling techniques used in ecology, forestry, environmental science, and natural resources. The book presents methods to estimate aggregate characteristics on a per unit area basis as well as on an elemental basis. In addition to common sampling designs such as simple random sampling and list sampling, the authors explore more specialized designs for sampling vegetation, including randomized branch sampling and 3P sampling. One of the book's unique features is the emphasis on areal sampling designs, including plot/quadrat sampling, Bitterlich sampling, line intersect sampling, and several lesser known designs. The book also provides comprehensive solutions to the problem of edge effect. Another distinguishing aspect is the inclusion of sampling designs for continuums, focusing on the methods of Monte Carlo integration. By presenting a conceptual understanding of each sampling design and estimation procedure as well as mathematical derivations and proofs in the chapter appendices, this text promotes a deep understanding of the underpinnings of sampling theory, estimation, and inference. Moreover, it will help you reliably sample natural populations and continuums.

Sampling Techniques For Forest Inventories

Author : Daniel Mandallaz
ISBN : 1584889772
Genre : Mathematics
File Size : 28. 25 MB
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Sound forest management planning requires cost-efficient approaches to optimally utilize given resources. Emphasizing the mathematical and statistical features of forest sampling to assess classical dendrometrical quantities, Sampling Techniques for Forest Inventories presents the statistical concepts and tools needed to conduct a modern forest inventory. The book first examines design-based survey sampling and inference for finite populations, covering inclusion probabilities and the Horvitz–Thompson estimator, followed by more advanced topics, including three-stage element sampling and the model-assisted estimation procedure. The author then develops the infinite population model/Monte Carlo approach for both simple and complex sampling schemes. He also uses a case study to reveal a variety of estimation procedures, relies on anticipated variance to tackle optimal design for forest inventories, and validates the resulting optimal schemes with data from the Swiss National Forest Inventory. The last chapters outline facts pertaining to the estimation of growth and introduce transect sampling based on the stereological approach. Containing many recent developments available for the first time in book form, this concise and up-to-date work provides the necessary theoretical and practical foundation to analyze and design forest inventories.

Statistical Geoinformatics For Human Environment Interface

Author : Wayne L. Myers
ISBN : 9781420082876
Genre : Mathematics
File Size : 60. 54 MB
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Statistical Geoinformatics for Human Environment Interface presents two paradigms for studying both space and interface with regard to human/environment: localization and multiple indicators. The first approach localizes thematic targets by treating space as a pattern of vicinities, with the pattern being a square grid and the placement of vicinities centrically referenced. The second approach explores human/environment interface as an abstraction through indicators, neutralizing the common conundrum of how to reconcile disparate spatial structures such as points, lines, and polygons. These paired paradigms enable: The capacity to cope with complexity Systematic surveillance Visualization and communication Preliminary prioritization Coupling of GIS and statistical software Avenues for automation Illustrating the interdisciplinary nature of geoinformatics, this book offers a novel approach to the spatial analysis of human influences and environmental resources. It includes practical strategies for statistical and spatial analysis.

Bringing Bayesian Models To Life

Author : Mevin B. Hooten
ISBN : 9780429516801
Genre : Mathematics
File Size : 55. 83 MB
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Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software. We show how to handcraft statistical models that are useful in ecological and environmental science including: linear and generalized linear models, spatial and time series models, occupancy and capture-recapture models, animal movement models, spatio-temporal models, and integrated population-models. Features: R code implementing algorithms to fit Bayesian models using real and simulated data examples. A comprehensive review of statistical models commonly used in ecological and environmental science. Overview of Bayesian computational methods such as importance sampling, MCMC, and HMC. Derivations of the necessary components to construct statistical algorithms from scratch. Bringing Bayesian Models to Life contains a comprehensive treatment of models and associated algorithms for fitting the models to data. We provide detailed and annotated R code in each chapter and apply it to fit each model we present to either real or simulated data for instructional purposes. Our code shows how to create every result and figure in the book so that readers can use and modify it for their own analyses. We provide all code and data in an organized set of directories available at the authors' websites.

Canadian Journal Of Forest Research

Author :
ISBN : MINN:31951P011860426
Genre : Forests and forestry
File Size : 51. 52 MB
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General Technical Report Rmrs

Author : Rocky Mountain Research Station (Fort Collins, Colo.)
ISBN : MINN:31951D02960091J
Genre : Forests and forestry
File Size : 37. 84 MB
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Journal Of The American Statistical Association

Author :
ISBN : UOM:39015072641353
Genre : Statistics
File Size : 41. 68 MB
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Current Research 1998 E

Author :
ISBN : PSU:000043114375
Genre : Geology
File Size : 62. 82 MB
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Papers on current research in stratigraphy, geology, petrography and sedimentology for the Cordillera and Pacific Margin, the Interior Plains and Arctic Canada, the Canadian Shield and Eastern Canada and national and general programs. An abstract is provided for each paper.

Canadian Journal Of Fisheries And Aquatic Sciences

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ISBN : MINN:31951P01168652H
Genre : Aquatic sciences
File Size : 56. 70 MB
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Medical And Health Care Books And Serials In Print

Author : R R Bowker Publishing
ISBN : CHI:23742670
Genre : Medicine
File Size : 26. 7 MB
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