Multivariate Time Series Analysis In Climate And Environmental Research

Author : Zhihua Zhang
Publisher : Springer
Page : 287 pages
File Size : 49,5 Mb
Release : 2017-11-09
Category : Science
ISBN : 9783319673400

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Multivariate Time Series Analysis in Climate and Environmental Research by Zhihua Zhang Pdf

This book offers comprehensive information on the theory, models and algorithms involved in state-of-the-art multivariate time series analysis and highlights several of the latest research advances in climate and environmental science. The main topics addressed include Multivariate Time-Frequency Analysis, Artificial Neural Networks, Stochastic Modeling and Optimization, Spectral Analysis, Global Climate Change, Regional Climate Change, Ecosystem and Carbon Cycle, Paleoclimate, and Strategies for Climate Change Mitigation. The self-contained guide will be of great value to researchers and advanced students from a wide range of disciplines: those from Meteorology, Climatology, Oceanography, the Earth Sciences and Environmental Science will be introduced to various advanced tools for analyzing multivariate data, greatly facilitating their research, while those from Applied Mathematics, Statistics, Physics, and the Computer Sciences will learn how to use these multivariate time series analysis tools to approach climate and environmental topics.

Author : K.W. Hipel,A.I McLeod
Publisher : Elsevier
Page : 1053 pages
File Size : 40,7 Mb
Release : 1994-04-07
Category : Technology & Engineering
ISBN : 9780080870366

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Time Series Modelling of Water Resources and Environmental Systems by K.W. Hipel,A.I McLeod Pdf

This is a comprehensive presentation of the theory and practice of time series modelling of environmental systems. A variety of time series models are explained and illustrated, including ARMA (autoregressive-moving average), nonstationary, long memory, three families of seasonal, multiple input-single output, intervention and multivariate ARMA models. Other topics in environmetrics covered in this book include time series analysis in decision making, estimating missing observations, simulation, the Hurst phenomenon, forecasting experiments and causality. Professionals working in fields overlapping with environmetrics - such as water resources engineers, environmental scientists, hydrologists, geophysicists, geographers, earth scientists and planners - will find this book a valuable resource. Equally, environmetrics, systems scientists, economists, mechanical engineers, chemical engineers, and management scientists will find the time series methods presented in this book useful.

Author : Victor Privalsky
Publisher : Springer Nature
Page : 253 pages
File Size : 41,5 Mb
Release : 2020-11-22
Category : Science
ISBN : 9783030580551

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Time Series Analysis in Climatology and Related Sciences by Victor Privalsky Pdf

This book gives the reader the basic knowledge of the theory of random processes necessary for applying to study climatic time series. It contains many examples in different areas of time series analysis such as autoregressive modelling and spectral analysis, linear extrapolation, simulation, causality, relations between scalar components of multivariate time series, and reconstructions of climate data. As an important feature, the book contains many practical examples and recommendations about how to deal and how not to deal with applied problems of time series analysis in climatology or any other science where the time series are short.

Author : Tran Khanh Dang,Josef Küng,Makoto Takizawa,Tai M. Chung
Publisher : Springer Nature
Page : 499 pages
File Size : 41,7 Mb
Release : 2020-11-19
Category : Computers
ISBN : 9789813343702

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Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications by Tran Khanh Dang,Josef Küng,Makoto Takizawa,Tai M. Chung Pdf

This book constitutes the proceedings of the 7th International Conference on Future Data and Security Engineering, FDSE 2020, held in Quy Nhon, Vietnam, in November 2020.* The 29 full papers and 8 short were carefully reviewed and selected from 161 submissions. The selected papers are organized into the following topical headings: big data analytics and distributed systems; security and privacy engineering; industry 4.0 and smart city: data analytics and security; data analytics and healthcare systems; machine learning-based big data processing; emerging data management systems and applications; and short papers: security and data engineering. * The conference was held virtually due to the COVID-19 pandemic.

Author : Zhihua Zhang,Nabil Khélifi,Abdelkader Mezghani,Essam Heggy
Publisher : Springer
Page : 179 pages
File Size : 42,6 Mb
Release : 2019-01-17
Category : Science
ISBN : 9783030015992

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Patterns and Mechanisms of Climate, Paleoclimate and Paleoenvironmental Changes from Low-Latitude Regions by Zhihua Zhang,Nabil Khélifi,Abdelkader Mezghani,Essam Heggy Pdf

Middle East and Mediterranean region locates at a crossroad of global climatic patterns. The region is under the influence of a convergence of different maritime conditions which together with extensive adjacent land masses marked by extreme differences in topographical features transporting continental air masses lead to a diverse climate. This edited volume is based on the best papers accepted for presentation during the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018. It gives new insights on patterns and mechanisms of past, present and future climate/environmental changes mainly on Middle East and Mediterranean region by international researchers. The book is of interest to all researchers in the fields of climate, paleo-climate and paleo-environmental studies. Main topics include: • Spatio-temporal Patterns of Climate Change • Sea Level Variability • Climate Change Impacts and Migration Schemes • Paleoclimate Evolution • Paleoenvironmental Evolution

Author : Elena Velichko,Maksim Vinnichenko,Victoria Kapralova,Yevgeni Koucheryavy
Publisher : Springer Nature
Page : 743 pages
File Size : 43,6 Mb
Release : 2020-11-27
Category : Science
ISBN : 9783030588687

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International Youth Conference on Electronics, Telecommunications and Information Technologies by Elena Velichko,Maksim Vinnichenko,Victoria Kapralova,Yevgeni Koucheryavy Pdf

This volume presents peer reviewed and selected papers of the International Youth Conference on Electronics, Telecommunications and Information Technologies (YETI-2020), held in Peter the Great St. Petersburg Polytechnic University, St. Petersburg on July 10–11, 2020. It discusses current trends and major advances in electronics, telecommunications, optical and information technologies, focusing, in particular, on theoretical and practical aspects of developing novel devices and materials, improving data processing methods and technologies. The conference brings together young researchers and early-career scientists participating in a series of lectures and presentations, establishing contacts with potential partners, sharing new project ideas and starting new collaborations.

Author : Zhihua Zhang,Jianping Li
Publisher : Elsevier
Page : 346 pages
File Size : 54,9 Mb
Release : 2019-11-20
Category : Science
ISBN : 9780128187043

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Big Data Mining for Climate Change by Zhihua Zhang,Jianping Li Pdf

Climate change mechanisms, impacts, risks, mitigation, adaption, and governance are widely recognized as the biggest, most interconnected problem facing humanity. Big Data Mining for Climate Change addresses one of the fundamental issues facing scientists of climate or the environment: how to manage the vast amount of information available and analyse it. The resulting integrated and interdisciplinary big data mining approaches are emerging, partially with the help of the United Nation’s big data climate challenge, some of which are recommended widely as new approaches for climate change research. Big Data Mining for Climate Change delivers a rich understanding of climate-related big data techniques and highlights how to navigate huge amount of climate data and resources available using big data applications. It guides future directions and will boom big-data-driven researches on modeling, diagnosing and predicting climate change and mitigating related impacts. This book mainly focuses on climate network models, deep learning techniques for climate dynamics, automated feature extraction of climate variability, and sparsification of big climate data. It also includes a revelatory exploration of big-data-driven low-carbon economy and management. Its content provides cutting-edge knowledge for scientists and advanced students studying climate change from various disciplines, including atmospheric, oceanic and environmental sciences; geography, ecology, energy, economics, management, engineering, and public policy. Provides a step-by-step guide for applying big data mining tools to climate and environmental research Presents a comprehensive review of theory and algorithms of big data mining for climate change Includes current research in climate and environmental science as it relates to using big data algorithms

Author : Alexandra Gemitzi,Nikolaos Koutsias,Venkat Lakshmi
Publisher : CRC Press
Page : 102 pages
File Size : 40,6 Mb
Release : 2019-11-20
Category : Science
ISBN : 9780429552670

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Advanced Environmental Monitoring with Remote Sensing Time Series Data and R by Alexandra Gemitzi,Nikolaos Koutsias,Venkat Lakshmi Pdf

This book provides a step-by-step guide on how to use various publicly available remotely sensed time series data sources for environmental monitoring and assessment. Readers will learn how to extract valuable information on global changes from a 20-year collection of ready-to-use remotely sensed data through the free open statistical software R and its geographic data analysis and modeling tools. The case studies are from the Mediterranean region—a designated hot spot regarding climate change effects. Each chapter is dedicated to specific remote sensing products chosen for their spatial resolution. The methods used are adapted from large-scale to smaller-scale problems for different land cover areas. Features Includes real-world applications of environmental remotely sensed data Analyzes the advantages and restrictions of each data source Focuses on a wide spectrum of applications, such as hydrology, vegetation changes, land surface temperature, fire detection, and impacts Includes R computer codes with explanatory comments and all applications use only freely available remotely sensed data Presents a step-by-step processing through open source GIS and statistical analysis software Advanced Environmental Monitoring with Remote Sensing Time Series Data and R describes and provides details on recent advances concerning publicly available remotely sensed time series data in environmental monitoring and assessment. This book is a must-have practical guide for environmental researchers, professionals, and students.

Author : Victor Privalsky
Publisher : Unknown
Page : 0 pages
File Size : 55,7 Mb
Release : 2021
Category : Electronic
ISBN : 3030580563

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Time Series Analysis in Climatology and Related Sciences by Victor Privalsky Pdf

This book gives the reader the basic knowledge of the theory of random processes necessary for applying to study climatic time series. It contains many examples in different areas of time series analysis such as autoregressive modelling and spectral analysis, linear extrapolation, simulation, causality, relations between scalar components of multivariate time series, and reconstructions of climate data. As an important feature, the book contains many practical examples and recommendations about how to deal and how not to deal with applied problems of time series analysis in climatology or any other science where the time series are short.

Author : Hisashi Kashima,Tsuyoshi Ide,Wen-Chih Peng
Publisher : Springer Nature
Page : 360 pages
File Size : 50,9 Mb
Release : 2023-05-29
Category : Computers
ISBN : 9783031333835

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Advances in Knowledge Discovery and Data Mining by Hisashi Kashima,Tsuyoshi Ide,Wen-Chih Peng Pdf

The 4-volume set LNAI 13935 - 13938 constitutes the proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in Osaka, Japan during May 25–28, 2023. The 143 papers presented in these proceedings were carefully reviewed and selected from 813 submissions. They deal with new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations.

Author : Keith W. Hipel
Publisher : Springer Science & Business Media
Page : 469 pages
File Size : 48,9 Mb
Release : 2013-04-17
Category : Science
ISBN : 9789401730839

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Stochastic and Statistical Methods in Hydrology and Environmental Engineering by Keith W. Hipel Pdf

International experts from around the globe present a rich variety of intriguing developments in time series analysis in hydrology and environmental engineering. Climatic change is of great concern to everyone and significant contributions to this challenging research topic are put forward by internationally renowned authors. A range of interesting applications in hydrological forecasting are given for case studies in reservoir operation in North America, Asia and South America. Additionally, progress in entropy research is described and entropy concepts are applied to various water resource systems problems. Neural networks are employed for forecasting runoff and water demand. Moreover, graphical, nonparametric and parametric trend analyses methods are compared and applied to water quality time series. Other topics covered in this landmark volume include spatial analyses, spectral analyses and different methods for stream-flow modelling. Audience The book constitutes an invaluable resource for researchers, teachers, students and practitioners who wish to be at the forefront of time series analysis in the environmental sciences.

Author : Qurban A Memon,Shakeel Ahmed Khoja
Publisher : CRC Press
Page : 403 pages
File Size : 53,5 Mb
Release : 2019-09-26
Category : Computers
ISBN : 9780429558825

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Data Science by Qurban A Memon,Shakeel Ahmed Khoja Pdf

The aim of this book is to provide an internationally respected collection of scientific research methods, technologies and applications in the area of data science. This book can prove useful to the researchers, professors, research students and practitioners as it reports novel research work on challenging topics in the area surrounding data science. In this book, some of the chapters are written in tutorial style concerning machine learning algorithms, data analysis, information design, infographics, relevant applications, etc. The book is structured as follows: • Part I: Data Science: Theory, Concepts, and Algorithms This part comprises five chapters on data Science theory, concepts, techniques and algorithms. • Part II: Data Design and Analysis This part comprises five chapters on data design and analysis. • Part III: Applications and New Trends in Data Science This part comprises four chapters on applications and new trends in data science.

Author : Hongfang Lu,Zhao-Dong Xu,Tom Iseley,Haoyan Peng,Lingdi Fu
Publisher : Springer Nature
Page : 295 pages
File Size : 47,8 Mb
Release : 2023-01-03
Category : Technology & Engineering
ISBN : 9789811967986

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Pipeline Inspection and Health Monitoring Technology by Hongfang Lu,Zhao-Dong Xu,Tom Iseley,Haoyan Peng,Lingdi Fu Pdf

This book includes six chapters aiming to introduce global pipeline inspection and health monitoring technologies comprehensively. The pipeline is the blood vessel of the energy system and a vital lifeline project. After many years of service, the pipeline gradually enters the aging stage. Pipeline inspection and health monitoring can effectively reduce the failure and accident risks of the pipeline, and it is conducive to integrity management. Through case analysis, practitioners can have a deeper understanding of the application of related technologies.

Author : Ornella Cominetti,Sergio Oller Moreno,Sumeet Agarwal
Publisher : Frontiers Media SA
Page : 184 pages
File Size : 51,8 Mb
Release : 2023-05-12
Category : Science
ISBN : 9782832523421

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Advances in methods and tools for multi-omics data analysis by Ornella Cominetti,Sergio Oller Moreno,Sumeet Agarwal Pdf

Author : Sajjan Singh,Sarabpreet Kaur
Publisher : CRC Press
Page : 675 pages
File Size : 42,5 Mb
Release : 2024-06-28
Category : Technology & Engineering
ISBN : 9781003860525

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Latest Trends in Engineering and Technology by Sajjan Singh,Sarabpreet Kaur Pdf

We are very pleased to introduce the proceedings of the International Conference on Latest Trends in Engineering and Technology [ICLTET 2023]. Papers were well presented in the conference in the fields of Artificial Intelligence, Machine learning, IOT, Communication Networks, Mechanical Engineering, Civil Engineering, Nano Material Research, Business Management and many more to arouse a high level of interest. The presented papers maintained the high promise suggested by the written abstracts and the program was chaired in a professional and efficient way by the session chair who were selected for their expertise in the subject. The number of delegates was also highly gratifying, showing the high level of interest in the subject. This Proceeding provides the permanent record of what was presented. They indicate the state of development at the time of writing of all aspects of this important topic and will be invaluable to all academicians and researchers in the field for that reason. Finally, it is appropriate that we record our thanks to our fellow members of the Technical Organizing Committee for encouraging participation from those areas. We are also indebted to those who served as session chair and reviewers, without their support, the conference could not have been the success that it was. We also acknowledge the authors themselves, without whose expert input there would have been no conference. Their efforts made a great contribution to its success.