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Quantitative Analysis and Modeling of Earth and Environmental Data

Quantitative Analysis and Modeling of Earth and Environmental Data
Space-Time and Spacetime Data Considerations

by Jiaping Wu,Junyu He,George Christakos

  • Publisher : Elsevier
  • Release : 2020-12-01
  • Pages : 420
  • ISBN : 0128163429
  • Language : En, Es, Fr & De
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Quantitative Analysis and Modeling of Earth and Environmental Data: Applications for Spatial and Temporal Variation offers a systematic, quantitative analysis of multi-sourced data, including the spatial distribution and temporal dynamics of natural attributes. It covers data handling techniques that may vary by space and/or time, and aims to improve understanding of physical laws of change underlying available numerical datasets, while also considering in-situ uncertainties and relevant measurement errors (conceptual, technical, computational). Featuring real-world practical applications and practice exercises, this book is a comprehensive step-by-step tutorial of data-driven techniques that will help students and researchers master data analysis in earth and environmental sciences. The notions and methods presented in the book cover a wide range of data in various forms and sources, including hard measurements, soft observations, secondary information and auxiliary variables (ground-level measurements, satellite observations, scientific instruments and records, protocols and surveys, empirical models and charts). Explores the analysis and processing data that varies spatially and/or temporally, which is the case with the majority of data in scientific and engineering disciplines Covers a wide range of data describing a variety of attributes characterizing physical phenomena and systems including earth, ocean and atmospheric variables, environmental and ecological parameters, population health states, disease indicators, and social and economic characteristics Includes case studies and practice exercises at the end of each chapter for both real-world applications and deeper understanding of the concepts presented

Statistics for Earth and Environmental Scientists

Statistics for Earth and Environmental Scientists
A Book

by John H. Schuenemeyer,Lawrence J. Drew

  • Publisher : John Wiley & Sons
  • Release : 2011-04-12
  • Pages : 384
  • ISBN : 1118102215
  • Language : En, Es, Fr & De
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A comprehensive treatment of statistical applications for solvingreal-world environmental problems A host of complex problems face today's earth science community,such as evaluating the supply of remaining non-renewable energyresources, assessing the impact of people on the environment,understanding climate change, and managing the use of water. Propercollection and analysis of data using statistical techniquescontributes significantly toward the solution of these problems.Statistics for Earth and Environmental Scientists presentsimportant statistical concepts through data analytic tools andshows readers how to apply them to real-world problems. The authors present several different statistical approaches tothe environmental sciences, including Bayesian and nonparametricmethodologies. The book begins with an introduction to types ofdata, evaluation of data, modeling and estimation, randomvariation, and sampling—all of which are explored throughcase studies that use real data from earth science applications.Subsequent chapters focus on principles of modeling and the keymethods and techniques for analyzing scientific data,including: Interval estimation and Methods for analyzinghypothesis testingof means time series data Spatial statistics Multivariate analysis Discrete distributions Experimental design Most statistical models are introduced by concept andapplication, given as equations, and then accompanied by heuristicjustification rather than a formal proof. Data analysis, modelbuilding, and statistical inference are stressed throughout, andreaders are encouraged to collect their own data to incorporateinto the exercises at the end of each chapter. Most data sets,graphs, and analyses are computed using R, but can be worked withusing any statistical computing software. A related websitefeatures additional data sets, answers to selected exercises, and Rcode for the book's examples. Statistics for Earth and Environmental Scientists is anexcellent book for courses on quantitative methods in geology,geography, natural resources, and environmental sciences at theupper-undergraduate and graduate levels. It is also a valuablereference for earth scientists, geologists, hydrologists, andenvironmental statisticians who collect and analyze data in theireveryday work.

Mathematical Methods in the Earth and Environmental Sciences

Mathematical Methods in the Earth and Environmental Sciences
A Book

by Adrian Burd

  • Publisher : Cambridge University Press
  • Release : 2019-04-30
  • Pages : 550
  • ISBN : 1107117488
  • Language : En, Es, Fr & De
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An accessible introduction to the mathematical methods essential for understanding processes in the Earth and environmental sciences.

Analyzing Environmental Data

Analyzing Environmental Data
A Book

by Walter W. Piegorsch,A. John Bailer

  • Publisher : John Wiley & Sons
  • Release : 2005-03-04
  • Pages : 512
  • ISBN : 9780470848364
  • Language : En, Es, Fr & De
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Environmental statistics is a rapidly growing field, supported by advances in digital computing power, automated data collection systems, and interactive, linkable Internet software. Concerns over public and ecological health and the continuing need to support environmental policy-making and regulation have driven a concurrent explosion in environmental data analysis. This textbook is designed to address the need for trained professionals in this area. The book is based on a course which the authors have taught for many years, and prepares students for careers in environmental analysis centered on statistics and allied quantitative methods of data evaluation. The text extends beyond the introductory level, allowing students and environmental science practitioners to develop the expertise to design and perform sophisticated environmental data analyses. In particular, it: Provides a coherent introduction to intermediate and advanced methods for modeling and analyzing environmental data. Takes a data-oriented approach to describing the various methods. Illustrates the methods with real-world examples Features extensive exercises, enabling use as a course text. Includes examples of SAS computer code for implementation of the statistical methods. Connects to a Web site featuring solutions to exercises, extra computer code, and additional material. Serves as an overview of methods for analyzing environmental data, enabling use as a reference text for environmental science professionals. Graduate students of statistics studying environmental data analysis will find this invaluable as will practicing data analysts and environmental scientists including specialists in atmospheric science, biology and biomedicine, chemistry, ecology, environmental health, geography, and geology.

Environmental Data Analysis

Environmental Data Analysis
Methods and Applications

by Zhihua Zhang

  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release : 2017-01-01
  • Pages : 334
  • ISBN : 3110424908
  • Language : En, Es, Fr & De
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Most environmental data involve a large degree of complexity and uncertainty. Environmental Data Analysis is created to provide modern quantitative tools and techniques designed specifically to meet the needs of environmental sciences and related fields. This book has an impressive coverage of the scope. Main techniques described in this book are models for linear and nonlinear environmental systems, statistical & numerical methods, data envelopment analysis, risk assessments and life cycle assessments. These state-of-the-art techniques have attracted significant attention over the past decades in environmental monitoring, modeling and decision making. Environmental Data Analysis explains carefully various data analysis procedures and techniques in a clear, concise, and straightforward language and is written in a self-contained way that is accessible to researchers and advanced students in science and engineering. This is an excellent reference for scientists and engineers who wish to analyze, interpret and model data from various sources, and is also an ideal graduate-level textbook for courses in environmental sciences and related fields. Contents: Preface Time series analysis Chaos and dynamical systems Approximation Interpolation Statistical methods Numerical methods Optimization Data envelopment analysis Risk assessments Life cycle assessments Index

Hydroinformatics

Hydroinformatics
Data Integrative Approaches in Computation, Analysis, and Modeling

by Praveen Kumar,Mike Folk,Momcilo Markus,Jay C. Alameda

  • Publisher : CRC Press
  • Release : 2005-11-02
  • Pages : 552
  • ISBN : 1000611582
  • Language : En, Es, Fr & De
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Modern hydrology is more interdisciplinary than ever. Staggering amounts and varieties of information pour in from GIS and remote sensing systems every day, and this information must be collected, interpreted, and shared efficiently. Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling introduces the tools, approache

Value of Information in the Earth Sciences

Value of Information in the Earth Sciences
Integrating Spatial Modeling and Decision Analysis

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2021
  • Pages : 329
  • ISBN : 1107040264
  • Language : En, Es, Fr & De
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Earth Resources

Earth Resources
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1986
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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A selection of annotated references to unclassified reports and journal articles that were introduced into the NASA scientific and technical information system and announced in Scientific and technical aerospace reports (STAR) and International Aerospace Abstracts (IAA).

STAR

STAR
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1982-10
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Congressional Serial Set

Congressional Serial Set
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1980
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Selected Federal Computer-based Information Systems

Selected Federal Computer-based Information Systems
A Book

by Saul Herner

  • Publisher : Washington : Information Resources Press
  • Release : 1972
  • Pages : 215
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Quantitative Geography

Quantitative Geography
Perspectives on Spatial Data Analysis

by A Stewart Fotheringham,Chris Brunsdon,Martin Charlton

  • Publisher : SAGE
  • Release : 2000-01-11
  • Pages : 288
  • ISBN : 1446228339
  • Language : En, Es, Fr & De
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Integrating a discussion of the application of quantitative methods with practical examples, this book explains the philosophy of the new quantitative methodologies and contrasts them with the methods associated with geography's `Quantitative Revolution' of the 1960s. Key issues discussed include: the nature of modern quantitative geography; spatial data; geographical information systems; visualization; local analysis; point pattern analysis; spatial regression; and statistical inference. Concluding with a review of models used in spatial theory, the authors discuss the current challenges to spatial data analysis. Written to be accessible, to communicate the diversity and excitement of recent thinking, Quantitative Geography will be required reading for students and researchers in any discipline where quantitative methods are used to analyse spatial data. `This is a veritable tour de force of everything that is exciting about quantitative geography and GIS. It is a timely, thorough and exciting account of the state of the art and science of spatial analysis' - Paul Longley, University of Bristol `A highly innovative and up-to-date text. It is unique in its coverage of the many developments that have taken place in the field over the past few years. The book is one that is highly readable and stimulating for those with some background in the field, and its expositional style and many examples will make it stimulating to newcomers as well' - Peter Rogerson, State University of New York at Buffalo `Brings the field thoroughly up to date, integrating modern methods of GIS with a comprehensive and easy-to-read overview of the most recent and powerful techniques of spatial analysis. The book will be valuable to students and researchers in any discipline that seeks to explore or explain phenomena in geographical context, and will make excellent reading for geographers, political scientists, criminologists, anthropologists, geologists, epidemiologists, ecologists, and many others. It offers a spirited challenge to critics of a scientific approach to social science, and demonstrates the value of its subject matter through abundant examples' - Michael Goodchild, National Center for Geographic Information and Analysis, University of California, Santa Barbara `There is a view within some parts of academic geography that what used to be called "quantitative geography" is dead, having been subsumed within "geographical information systems" or else of no continuing interest. This book should correct this view. First, it shows that quantitative methods have remained an exciting area of development and, second, it shows that, if anything, they have more relevance to substantive problems of interest than they have ever had. Although not specifically about GIS, it is a book that should be read by everyone concerned with the analysis of geographical information' - David Unwin, Birkbeck College, University of London

Quantitative Methods in Landscape Ecology

Quantitative Methods in Landscape Ecology
The Analysis and Interpretation of Landscape Heterogeneity

by Robert H. Gardner

  • Publisher : Springer
  • Release : 1991
  • Pages : 536
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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"Landscape ecology as a modern interdisciplinary science is making use increasingly of quantitative research techniques adopted from other fields. So far, no synthetic reference has been available to those wishing to acquaint themselves with new approaches to quantitative analysis of spatial heterogeneity at the landscape level. This book seeks to meet this need by providing a conceptual framework and illustrating potential applications for methods such as pattern analysis, spatial statistics, fractals modeling, broad-scale studies, and extrapolation across scales. Each technique is discussed in sufficient detail to be adaptable to a variety of research problems. Quantitative Methods in Landscape Ecology will be an important resource for researchers and students of landscape and ecosystem ecology in understanding and analyzing the dynamics of complex spatial systems."--

Rasters en vectors in ruimtelijke informatie

Rasters en vectors in ruimtelijke informatie
A Book

by H. J. G. L. Aalders

  • Publisher : Unknown Publisher
  • Release : 1992
  • Pages : 46
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Review of Protected Areas and Development in the Four Countries of the Lower Mekong River Region

Review of Protected Areas and Development in the Four Countries of the Lower Mekong River Region
A Book

by Protected Areas and Development Partnership

  • Publisher : Unknown Publisher
  • Release : 2003
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computer Intelligent Processing Technologies (CIPTs)

Computer Intelligent Processing Technologies (CIPTs)
Tools for Analysing Environmental Data

by Earth Observation Sciences

  • Publisher : Unknown Publisher
  • Release : 1998
  • Pages : 133
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Quantitative Analysis of Muli-component Borehole Electromagnetic Induction Responses Using Anisotropic Forward Modeling and Inversion

Quantitative Analysis of Muli-component Borehole Electromagnetic Induction Responses Using Anisotropic Forward Modeling and Inversion
A Book

by Michael John Batiste Tompkins

  • Publisher : Unknown Publisher
  • Release : 2003
  • Pages : 216
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Earth Sciences Research Catalog

Earth Sciences Research Catalog
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1970
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Earth Resources. A Continuing Bibliography with Indexes, Issue 23

Earth Resources. A Continuing Bibliography with Indexes, Issue 23
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1979
  • Pages : 70
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computer Applications and Quantitative Methods in Archaeology

Computer Applications and Quantitative Methods in Archaeology
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2000
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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