# Quantitative Analysis And Modeling Of Earth And Environmental Data

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## Quantitative Analysis and Modeling of Earth and Environmental Data

Author | : Jiaping Wu,Junyu He,George Christakos |

Publsiher | : Elsevier |

Total Pages | : 502 |

Release | : 2021-12-04 |

ISBN 10 | : 0128163429 |

ISBN 13 | : 9780128163429 |

Language | : EN, FR, DE, ES & NL |

**Quantitative Analysis and Modeling of Earth and Environmental Data Book Review:**

Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations introduces the notion of chronotopologic data analysis that offers a systematic, quantitative analysis of multi-sourced data and provides information about the spatial distribution and temporal dynamics of natural attributes (physical, biological, health, social). It includes models and techniques for handling data that may vary by space and/or time, and aims to improve understanding of the physical laws of change underlying the available numerical datasets, while taking into consideration the in-situ uncertainties and relevant measurement errors (conceptual, technical, computational). It considers the synthesis of scientific theory-based methods (stochastic modeling, modern geostatistics) and data-driven techniques (machine learning, artificial neural networks) so that their individual strengths are combined by acting symbiotically and complementing each other. The notions and methods presented in Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations 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). Including real-world practical applications as well as practice exercises, this book is a comprehensive step-by-step tutorial of theory-based and data-driven techniques that will help students and researchers master data analysis and modeling in earth and environmental sciences (including environmental health and human exposure applications). Explores the analysis and processing of chronotopologic (i.e., space-time and spacetime) data that varies spatially and/or temporally, which is the case with the majority of data in scientific and engineering disciplines Studies the synthesis of scientific theory and empirical evidence (in its various forms) that offers a mathematically rigorous and physically meaningful assessment of real-world phenomena 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

## Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

Author | : Douglas G. Martinson |

Publsiher | : Cambridge University Press |

Total Pages | : 598 |

Release | : 2018-09-30 |

ISBN 10 | : 1107029767 |

ISBN 13 | : 9781107029767 |

Language | : EN, FR, DE, ES & NL |

**Quantitative Methods of Data Analysis for the Physical Sciences and Engineering Book Review:**

Provides thorough and comprehensive coverage of new and important quantitative methods in data science, for graduate students and practitioners.

## Quantitative Modeling of Earth Surface Processes

Author | : Jon D. Pelletier |

Publsiher | : Cambridge University Press |

Total Pages | : 304 |

Release | : 2008-08-07 |

ISBN 10 | : 9780521855976 |

ISBN 13 | : 0521855977 |

Language | : EN, FR, DE, ES & NL |

**Quantitative Modeling of Earth Surface Processes Book Review:**

This textbook describes some of the most effective and straightforward quantitative techniques for modeling Earth surface processes. By emphasizing a core set of equations and solution techniques, the book presents state-of-the-art models currently employed in Earth surface process research, as well as a set of simple but practical research tools. Detailed case studies demonstrate application of the methods to a wide variety of processes including hillslope, fluvial, aeolian, glacial, tectonic, and climatic systems. Exercises at the end of each chapter begin with simple calculations and then progress to more sophisticated problems that require computer programming. All the necessary computer codes are available online at www.cambridge.org/9780521855976. Assuming some knowledge of calculus and basic programming experience, this quantitative textbook is designed for advanced geomorphology courses and as a reference book for professional researchers in Earth and planetary science looking for a quantitative approach to Earth surface processes.

## Statistics for Earth and Environmental Scientists

Author | : John H. Schuenemeyer,Lawrence J. Drew |

Publsiher | : John Wiley & Sons |

Total Pages | : 384 |

Release | : 2011-04-12 |

ISBN 10 | : 1118102215 |

ISBN 13 | : 9781118102213 |

Language | : EN, FR, DE, ES & NL |

**Statistics for Earth and Environmental Scientists Book Review:**

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.

## Quantitative Methods in Environmental and Climate Research

Author | : Michela Cameletti,Francesco Finazzi |

Publsiher | : Springer |

Total Pages | : 136 |

Release | : 2018-12-30 |

ISBN 10 | : 303001584X |

ISBN 13 | : 9783030015848 |

Language | : EN, FR, DE, ES & NL |

**Quantitative Methods in Environmental and Climate Research Book Review:**

This books presents some of the most recent and advanced statistical methods used to analyse environmental and climate data, and addresses the spatial and spatio-temporal dimensions of the phenomena studied, the multivariate complexity of the data, and the necessity of considering uncertainty sources and propagation. The topics covered include: detecting disease clusters, analysing harvest data, change point detection in ground-level ozone concentration, modelling atmospheric aerosol profiles, predicting wind speed, precipitation prediction and analysing spatial cylindrical data. The volume presents revised versions of selected contributions submitted at the joint TIES-GRASPA 2017 Conference on Climate and Environment, which was held at the University of Bergamo, Italy. As it is chiefly intended for researchers working at the forefront of statistical research in environmental applications, readers should be familiar with the basic methods for analysing spatial and spatio-temporal data.

## Environmental Data Analysis with MatLab

Author | : William Menke,Joshua Ephraim Menke |

Publsiher | : Elsevier |

Total Pages | : 263 |

Release | : 2012 |

ISBN 10 | : 0123918863 |

ISBN 13 | : 9780123918864 |

Language | : EN, FR, DE, ES & NL |

**Environmental Data Analysis with MatLab Book Review:**

Environmental Data Analysis with MatLab is for students and researchers working to analyze real data sets in the environmental sciences. One only has to consider the global warming debate to realize how critically important it is to be able to derive clear conclusions from often-noisy data drawn from a broad range of sources. This book teaches the basics of the underlying theory of data analysis, and then reinforces that knowledge with carefully chosen, realistic scenarios. MatLab, a commercial data processing environment, is used in these scenarios; significant content is devoted to teaching how it can be effectively used in an environmental data analysis setting. The book, though written in a self-contained way, is supplemented with data sets and MatLab scripts that can be used as a data analysis tutorial. Author's website: http://www.ldeo.columbia.edu/users/menke/edawm/index.htm Well written and outlines a clear learning path for researchers and students Uses real world environmental examples and case studies MatLab software for application in a readily-available software environment Homework problems help user follow up upon case studies with homework that expands them

## Environmental Data Analysis

Author | : Zhihua Zhang |

Publsiher | : Walter de Gruyter GmbH & Co KG |

Total Pages | : 334 |

Release | : 2016-11-21 |

ISBN 10 | : 3110424908 |

ISBN 13 | : 9783110424904 |

Language | : EN, FR, DE, ES & NL |

**Environmental Data Analysis Book Review:**

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

## Spatial Modeling in GIS and R for Earth and Environmental Sciences

Author | : Hamid Reza Pourghasemi,Candan Gokceoglu |

Publsiher | : Elsevier |

Total Pages | : 798 |

Release | : 2019-01-18 |

ISBN 10 | : 0128156953 |

ISBN 13 | : 9780128156957 |

Language | : EN, FR, DE, ES & NL |

**Spatial Modeling in GIS and R for Earth and Environmental Sciences Book Review:**

Spatial Modeling in GIS and R for Earth and Environmental Sciences offers an integrated approach to spatial modelling using both GIS and R. Given the importance of Geographical Information Systems and geostatistics across a variety of applications in Earth and Environmental Science, a clear link between GIS and open source software is essential for the study of spatial objects or phenomena that occur in the real world and facilitate problem-solving. Organized into clear sections on applications and using case studies, the book helps researchers to more quickly understand GIS data and formulate more complex conclusions. The book is the first reference to provide methods and applications for combining the use of R and GIS in modeling spatial processes. It is an essential tool for students and researchers in earth and environmental science, especially those looking to better utilize GIS and spatial modeling. Offers a clear, interdisciplinary guide to serve researchers in a variety of fields, including hazards, land surveying, remote sensing, cartography, geophysics, geology, natural resources, environment and geography Provides an overview, methods and case studies for each application Expresses concepts and methods at an appropriate level for both students and new users to learn by example

## Computers in Earth and Environmental Sciences

Author | : Hamid Reza Pourghasemi |

Publsiher | : Elsevier |

Total Pages | : 704 |

Release | : 2021-09-22 |

ISBN 10 | : 0323886159 |

ISBN 13 | : 9780323886154 |

Language | : EN, FR, DE, ES & NL |

**Computers in Earth and Environmental Sciences Book Review:**

Computers in Earth and Environmental Sciences: Artificial Intelligence and Advanced Technologies in Hazards and Risk Management addresses the need for a comprehensive book that focuses on multi-hazard assessments, natural and manmade hazards, and risk management using new methods and technologies that employ GIS, artificial intelligence, spatial modeling, machine learning tools and meta-heuristic techniques. The book is clearly organized into four parts that cover natural hazards, environmental hazards, advanced tools and technologies in risk management, and future challenges in computer applications to hazards and risk management. Researchers and professionals in Earth and Environmental Science who require the latest technologies and advances in hazards, remote sensing, geosciences, spatial modeling and machine learning will find this book to be an invaluable source of information on the latest tools and technologies available. Covers advanced tools and technologies in risk management of hazards in both the Earth and Environmental Sciences Details the benefits and applications of various technologies to assist researchers in choosing the most appropriate techniques for purpose Expansively covers specific future challenges in the use of computers in Earth and Environmental Science Includes case studies that detail the applications of the discussed technologies down to individual hazards

## Value of Information in the Earth Sciences

Author | : Anonim |

Publsiher | : Unknown |

Total Pages | : 135 |

Release | : 2022 |

ISBN 10 | : 1107040264 |

ISBN 13 | : 9781107040267 |

Language | : EN, FR, DE, ES & NL |

**Value of Information in the Earth Sciences Book Review:**

## Hydroinformatics

Author | : Praveen Kumar,Mike Folk,Momcilo Markus,Jay C. Alameda |

Publsiher | : CRC Press |

Total Pages | : 552 |

Release | : 2005-11-02 |

ISBN 10 | : 1000611582 |

ISBN 13 | : 9781000611588 |

Language | : EN, FR, DE, ES & NL |

**Hydroinformatics Book Review:**

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

## Modeling and Data Analysis An Introduction with Environmental Applications

Author | : John B. Little |

Publsiher | : American Mathematical Soc. |

Total Pages | : 323 |

Release | : 2019-03-28 |

ISBN 10 | : 1470448696 |

ISBN 13 | : 9781470448691 |

Language | : EN, FR, DE, ES & NL |

**Modeling and Data Analysis An Introduction with Environmental Applications Book Review:**

Can we coexist with the other life forms that have evolved on this planet? Are there realistic alternatives to fossil fuels that would sustainably provide for human society's energy needs and have fewer harmful effects? How do we deal with threats such as emergent diseases? Mathematical models—equations of various sorts capturing relationships between variables involved in a complex situation—are fundamental for understanding the potential consequences of choices we make. Extracting insights from the vast amounts of data we are able to collect requires analysis methods and statistical reasoning. This book on elementary topics in mathematical modeling and data analysis is intended for an undergraduate “liberal arts mathematics”-type course but with a specific focus on environmental applications. It is suitable for introductory courses with no prerequisites beyond high school mathematics. A great variety of exercises extends the discussions of the main text to new situations and/or introduces new real-world examples. Every chapter ends with a section of problems, as well as with an extended chapter project which often involves substantial computing work either in spreadsheet software or in the R statistical package.

## Encyclopedia of Geography

Author | : Barney Warf |

Publsiher | : SAGE Publications |

Total Pages | : 3560 |

Release | : 2010-09-21 |

ISBN 10 | : 1452265178 |

ISBN 13 | : 9781452265179 |

Language | : EN, FR, DE, ES & NL |

**Encyclopedia of Geography Book Review:**

Simply stated, geography studies the locations of things and the explanations that underlie spatial distributions. Profound forces at work throughout the world have made geographical knowledge increasingly important for understanding numerous human dilemmas and our capacities to address them. With more than 1,200 entries, the Encyclopedia of Geography reflects how the growth of geography has propelled a demand for intermediaries between the abstract language of academia and the ordinary language of everyday life. The six volumes of this encyclopedia encapsulate a diverse array of topics to offer a comprehensive and useful summary of the state of the discipline in the early 21st century. Key Features Gives a concise historical sketch of geography's long, rich, and fascinating history, including human geography, physical geography, and GIS Provides succinct summaries of trends such as globalization, environmental destruction, new geospatial technologies, and cyberspace Decomposes geography into the six broad subject areas: physical geography; human geography; nature and society; methods, models, and GIS; history of geography; and geographer biographies, geographic organizations, and important social movements Provides hundreds of color illustrations and images that lend depth and realism to the text Includes a special map section Key Themes Physical Geography Human Geography Nature and Society Methods, Models, and GIS People, Organizations, and Movements History of Geography This encyclopedia strategically reflects the enormous diversity of the discipline, the multiple meanings of space itself, and the diverse views of geographers. It brings together the diversity of geographical knowledge, making it an invaluable resource for any academic library.

## Quantitative Analysis of Geopressure for Geoscientists and Engineers

Author | : Nader C. Dutta,Ran Bachrach,Tapan Mukerji |

Publsiher | : Cambridge University Press |

Total Pages | : 500 |

Release | : 2021-02-28 |

ISBN 10 | : 1107194113 |

ISBN 13 | : 9781107194113 |

Language | : EN, FR, DE, ES & NL |

**Quantitative Analysis of Geopressure for Geoscientists and Engineers Book Review:**

An overview of the processes related to geopressure development, prediction and detection using state-of-the-art tools and technologies.

## Earth and Mind II

Author | : Kim A. Kastens,Cathryn A. Manduca |

Publsiher | : Geological Society of America |

Total Pages | : 210 |

Release | : 2012 |

ISBN 10 | : 0813724864 |

ISBN 13 | : 9780813724867 |

Language | : EN, FR, DE, ES & NL |

**Earth and Mind II Book Review:**

Articles refer to teaching at various different levels from kindergarten to graduate school, with sections on teaching: geologic time, space, complex systems, and field-work. Each section includes an introduction, a thematic paper, and commentaries.

## Advances in Environmental Science and Engineering

Author | : Reza Iranpour,Ji Zhao,Ai Jie Wang,Feng Lin Yang,Xin Yong Li |

Publsiher | : Trans Tech Publications Ltd |

Total Pages | : 6600 |

Release | : 2012-05-14 |

ISBN 10 | : 3038138312 |

ISBN 13 | : 9783038138310 |

Language | : EN, FR, DE, ES & NL |

**Advances in Environmental Science and Engineering Book Review:**

The present volumes contain selected papers in the fields of Environmental Chemistry and Biology; Environmental Materials; Environmental Safety and Health; Environmental Planning and Assessment; Environmental Analysis and Monitoring; Environmental Engineering; Pollution Control Projects (Air, Water, Solid); Waste Disposal and Recycling; Water Supply and Drainage Engineering; Sound, Noise and Vibration Control; Clean Production Processes; Hydrology and Water Resources Engineering; Architectural Environment & Equipment Engineering; Soil and Water Conservation and Desertification Control; Environmental Protection; Cultivation and Conservation of Forest; Plant Protection and Biotechnology; Geographic Information and Remote Sensing Science; Land Resources Environment and Urban Planning. This up-to-date, comprehensive and worldwide state-of-the art knowledge will be of great value to anyone working in these fields.

## Earth Resources

Author | : Anonim |

Publsiher | : Unknown |

Total Pages | : 135 |

Release | : 1976 |

ISBN 10 | : 1928374650XXX |

ISBN 13 | : UOM:39015039955706 |

Language | : EN, FR, DE, ES & NL |

**Earth Resources Book Review:**

## Modelling and Quantitative Methods in Fisheries

Author | : Malcolm Haddon |

Publsiher | : CRC Press |

Total Pages | : 424 |

Release | : 2001-05-31 |

ISBN 10 | : 9781584881773 |

ISBN 13 | : 1584881771 |

Language | : EN, FR, DE, ES & NL |

**Modelling and Quantitative Methods in Fisheries Book Review:**

Quantitative methods and mathematical modelling are of critical importance to fishery science and management but, until now, there has been no book that offers the sharp focus, methodological detail, and practical examples needed by non-specialist fishery scientists and managers, and ecologists. Modelling and Quantitative Methods in Fisheries fills that void. To date, methodology books in fisheries science have been limited to cookbook approach to problems; simple compilations; or expositions in which either too much theory or insufficient methodological detail is given. The text is organized into three sections: an introduction to modelling in fisheries and ecology, a straight methodology section covering a range of methods, and a section focusing on specific fields in fisheries science. This book is timely as it addresses a topic of recent debate in fisheries and ecology, describing and comparing the uses of Least Squares, Maximum Likelihood, and Bayesian quantitative methods. Designed as stand-alone units, each chapter provides examples from both classic and recent literature and comes with dedicated Excel spreadsheets that permit you to delve into every detail of the analysis. All of these spreadsheets serve as active examples, which can easily be modified and customized and can be used as templates for analyzing your own data. The spreadsheets permit you to learn at your own speed and cover the simplest linear regression to the more complex non-linear modelling using maximum likelihood. Data analysis and modelling are best learned by doing and not just by reading. This book illustrates, step by step, the analyses it covers. More detailed in terms of introductory quantitative methods and modelling as applied to fisheries than any other book available, Modelling and Quantitative Methods in Fisheries gives you the advantage by supplying the full details of the analysis so that understanding the material is a matter of following the book.

## Data Science Applied to Sustainability Analysis

Author | : Jennifer Dunn,Prasanna Balaprakash |

Publsiher | : Elsevier |

Total Pages | : 310 |

Release | : 2021-05-11 |

ISBN 10 | : 0128179775 |

ISBN 13 | : 9780128179772 |

Language | : EN, FR, DE, ES & NL |

**Data Science Applied to Sustainability Analysis Book Review:**

Data Science Applied to Sustainability Analysis focuses on the methodological considerations associated with applying this tool in analysis techniques such as lifecycle assessment and materials flow analysis. As sustainability analysts need examples of applications of big data techniques that are defensible and practical in sustainability analyses and that yield actionable results that can inform policy development, corporate supply chain management strategy, or non-governmental organization positions, this book helps answer underlying questions. In addition, it addresses the need of data science experts looking for routes to apply their skills and knowledge to domain areas. Presents data sources that are available for application in sustainability analyses, such as market information, environmental monitoring data, social media data and satellite imagery Includes considerations sustainability analysts must evaluate when applying big data Features case studies illustrating the application of data science in sustainability analyses

## Submarine Geomorphology

Author | : Aaron Micallef,Sebastian Krastel,Alessandra Savini |

Publsiher | : Springer |

Total Pages | : 556 |

Release | : 2017-07-18 |

ISBN 10 | : 3319578529 |

ISBN 13 | : 9783319578521 |

Language | : EN, FR, DE, ES & NL |

**Submarine Geomorphology Book Review:**

This book on the current state of knowledge of submarine geomorphology aims to achieve the goals of the Submarine Geomorphology working group, set up in 2013, by establishing submarine geomorphology as a field of research, disseminating its concepts and techniques among earth scientists and professionals, and encouraging students to develop their skills and knowledge in this field. Editors have invited 30 experts from around the world to contribute chapters to this book, which is divided into 4 sections – (i) Introduction & history, (ii) Data & methods, (ii) Submarine landforms & processes and (iv) Conclusions & future directions. Each chapter provides a review of a topic, establishes the state-of-the-art, identifies the key research questions that need to be addressed, and delineates a strategy on how to achieve this. Submarine geomorphology is a priority for many research institutions, government authorities and industries globally. The book is useful for undergraduate and graduate students, and professionals with limited training in this field.