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
Описание: Drawing on hundreds of interviews and extensive field research, this book provides a rich and in-depth analysis of practices and norms in Congolese gold mines.
Описание: This book addresses major issues such as a growing world energy demand, environmental degradation due to anthropogenic greenhouse gas (GHG) emission, and risk management of disastrous events such as pandemics, abnormal climate, and earthquakes.
Автор: Emetere, Moses Название: Numerical Methods In Environmental Data Analysis ISBN: 0128189711 ISBN-13(EAN): 9780128189719 Издательство: Elsevier Science Рейтинг: Цена: 15831.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Help students with education recovery by resolving gaps in knowledge and understanding and addressing misconceptions in GCSE 9-1 Combined Science. This authoritative Teacher Resource Pack accompanies Secure Science for GCSE Workbook and digital support online and on mobile to support teachers through the intervention sessions.
Описание: Intends to illustrate the application of computable general equilibrium (CGE) models in analysing environmental issues, specifically deforestation in countries with limited access to primary/secondary data. This book is suitable for policy makers, politicians, academics, and government officials especially in developing countries.
Environmental Fate and Transport Analysis with Compartment Modeling explains how to use the powerful, highly flexible, and intuitive compartment approach to estimate the distribution of chemical contaminants in environmental media in time and space.
Add this Easy-to-Use Approach to Your Environmental Modeling Toolbox
This numerical technique enables readers to easily develop the equations that describe complex environmental problems by assembling the equations out of compartmental building blocks. The compartments may describe spatial subunits of single- or multi-environmental media, and the way one hooks them together implicitly provides the dimensionality of the problem. With this approach, assembling the equations to describe chemical fate and transport in a three-dimensional, multimedia system is fundamentally no more challenging than a one-dimensional, single-medium problem.
Go Beyond "Black Box" Modeling with the Flexible GEM Software
The book includes access to the Generic Environmental Model (GEM), a new software package developed by the author. This software implements the compartment approach based on user-prepared input files and solves the resulting mathematical equations. It allows readers to solve linear, nonlinear, and steady-state problems and offers four methods for solving dynamic problems. Each solution technique is reviewed, along with the error properties and the criteria for avoiding or minimizing numerical errors. The book also describes solution techniques and the underlying mathematical theory for solving nonlinear systems.
Compartment Modeling from the Ground Up, Made Accessible to Non-Mathematicians
A user-friendly introduction to environmental compartment modeling for the beginning modeler, this is also a useful resource for the experienced modeler. It combines a reference on compartment modeling with a user's guide to the GEM. Throughout, the GEM is used to illustrate the theory with numerous examples, while the theoretical discussions illuminate the GEM's functionality.
Автор: Esfandiari, Ramin S. (california State University, Long Beach, Usa) Lu, Bei Название: Modeling and analysis of dynamic systems, third edition ISBN: 1138726427 ISBN-13(EAN): 9781138726420 Издательство: Taylor&Francis Рейтинг: Цена: 18374.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Modeling and Analysis of Dynamic Systems, Third Edition introduces MATLAB (R), Simulink (R), and Simscape (TM) and then utilizes them to perform symbolic, graphical, numerical, and simulation tasks.
Автор: Moses Eterigho Emetere; Esther Titilayo Akinlabi Название: Introduction to Environmental Data Analysis and Modeling ISBN: 303036206X ISBN-13(EAN): 9783030362065 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces numerical methods for processing datasets which may be of any form, illustrating adequately computational resolution of environmental alongside the use of open source libraries. The adoption of various numerical methods in dataset treatment would certainly create a new scientific approach.
Описание: This book covers game-theoretic approaches to analyzing policies for environmental regulation in the power sector. Given this context, this book synthesizes equilibrium and bi-level modeling to address challenging research questions such as: * How are power-plant operations affected by carbon policy, such as cap-and-trade (C&T) systems?
Описание: 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 ${\tt R}$ statistical package.
Автор: Mustafa Aral ARAL Название: Environmental Modeling and Health Risk Analysis (Acts/Risk) ISBN: 9400792190 ISBN-13(EAN): 9789400792197 Издательство: Springer Рейтинг: Цена: 13059.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This serves as a comprehensive source for the advancements and contributions made in environmental transformation and transport modeling in general and the associated health risk assessment topics in particular.
Автор: Emetere Moses Eterigho, Akinlabi Esther Titilayo Название: Introduction to Environmental Data Analysis and Modeling ISBN: 3030362094 ISBN-13(EAN): 9783030362096 Издательство: Springer Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces numerical methods for processing datasets which may be of any form, illustrating adequately computational resolution of environmental alongside the use of open source libraries. The adoption of various numerical methods in dataset treatment would certainly create a new scientific approach.
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