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Quantitative Analysis and Modeling of Earth and Environmental Data

Quantitative Analysis and Modeling of Earth and Environmental Data
  • Author : Jiaping Wu
  • Publsiher : Elsevier
  • Release : 04 December 2021
  • ISBN : 0128163429
  • Pages : 502 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKQuantitative Analysis and Modeling of Earth and Environmental Data

Summary:
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 Analysis and Modeling of Earth and Environmental Data

Quantitative Analysis and Modeling of Earth and Environmental Data
  • Author : Jiaping Wu,Junyu He,George Christakos
  • Publisher : Elsevier
  • Release : 04 December 2021
GET THIS BOOKQuantitative Analysis and Modeling of Earth and Environmental Data

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

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Computers in Earth and Environmental Sciences

Computers in Earth and Environmental Sciences
  • Author : Hamid Reza Pourghasemi
  • Publisher : Elsevier
  • Release : 22 September 2021
GET THIS BOOKComputers in Earth and Environmental Sciences

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

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Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering
  • Author : Douglas G. Martinson
  • Publisher : Cambridge University Press
  • Release : 30 September 2018
GET THIS BOOKQuantitative Methods of Data Analysis for the Physical Sciences and Engineering

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

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Statistics for Earth and Environmental Scientists

Statistics for Earth and Environmental Scientists
  • Author : John H. Schuenemeyer,Lawrence J. Drew
  • Publisher : John Wiley & Sons
  • Release : 12 April 2011
GET THIS BOOKStatistics for Earth and Environmental Scientists

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

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Quantitative Modeling of Earth Surface Processes

Quantitative Modeling of Earth Surface Processes
  • Author : Jon D. Pelletier
  • Publisher : Cambridge University Press
  • Release : 07 August 2008
GET THIS BOOKQuantitative Modeling of Earth Surface Processes

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

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Quantitative Methods in Environmental and Climate Research

Quantitative Methods in Environmental and Climate Research
  • Author : Michela Cameletti,Francesco Finazzi
  • Publisher : Springer
  • Release : 30 December 2018
GET THIS BOOKQuantitative Methods in Environmental and Climate Research

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

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Environmental Data Analysis with MatLab

Environmental Data Analysis with MatLab
  • Author : William Menke,Joshua Ephraim Menke
  • Publisher : Elsevier
  • Release : 27 May 2022
GET THIS BOOKEnvironmental Data Analysis with MatLab

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

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Spatial Modeling in GIS and R for Earth and Environmental Sciences

Spatial Modeling in GIS and R for Earth and Environmental Sciences
  • Author : Hamid Reza Pourghasemi,Candan Gokceoglu
  • Publisher : Elsevier
  • Release : 18 January 2019
GET THIS BOOKSpatial Modeling in GIS and R for Earth and Environmental Sciences

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,

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Quantitative Analysis of Geopressure for Geoscientists and Engineers

Quantitative Analysis of Geopressure for Geoscientists and Engineers
  • Author : Nader C. Dutta,Ran Bachrach,Tapan Mukerji
  • Publisher : Cambridge University Press
  • Release : 28 February 2021
GET THIS BOOKQuantitative Analysis of Geopressure for Geoscientists and Engineers

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

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Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce

Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies
  • Publisher : Anonim
  • Release : 27 May 1978
GET THIS BOOKDepartments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce

Departments of State, Justice, and Commerce, the Juciciary, and Related Agencies Appropriations for 1979

Departments of State, Justice, and Commerce, the Juciciary, and Related Agencies Appropriations for 1979
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Departments of State, Justice, Commerce, the Judiciary, and Related Agencies Appropriations
  • Publisher : Anonim
  • Release : 27 May 1978
GET THIS BOOKDepartments of State, Justice, and Commerce, the Juciciary, and Related Agencies Appropriations for 1979

Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1978 [i.e. 1979]

Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1978 [i.e. 1979]
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Departments of State, Justice, Commerce, the Judiciary, and Related Agencies Appropriations
  • Publisher : Anonim
  • Release : 27 May 1978
GET THIS BOOKDepartments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1978 [i.e. 1979]

Departments of State, Justice, and Commerce, the Judiciary, and related agencies appropriations for fiscal year 1979

Departments of State, Justice, and Commerce, the Judiciary, and related agencies appropriations for fiscal year 1979
  • Author : United States. Congress. Senate. Committee on Appropriations. Subcommittee on State, Justice, Commerce, the Judiciary, and Related Agencies
  • Publisher : Anonim
  • Release : 27 May 1978
GET THIS BOOKDepartments of State, Justice, and Commerce, the Judiciary, and related agencies appropriations for fiscal year 1979

Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce

Departments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Departments of State, Justice, Commerce, the Judiciary, and Related Agencies Appropriations
  • Publisher : Anonim
  • Release : 27 May 1978
GET THIS BOOKDepartments of State, Justice, and Commerce, the Judiciary, and Related Agencies Appropriations for 1979: Department of Commerce