Spatiotemporal Patterns In Earth Sciences

DOWNLOAD

Download Spatiotemporal Patterns In Earth Sciences PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Spatiotemporal Patterns In Earth Sciences book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page

Spatiotemporal Patterns In Earth Sciences

DOWNLOAD
Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-12

Spatiotemporal Patterns In Earth Sciences written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-12 with Science categories.

Spatiotemporal patterns are ubiquitous in nature and society. From the daily cycle of day and night to the seasonal changes of the Earth's climate, from the distribution of species in a forest to the spread of disease through a population, spatiotemporal patterns shape our world and our lives. This book provides a comprehensive introduction to the study of spatiotemporal patterns, covering the fundamental concepts, methods, and applications of this exciting field. With a focus on real-world examples and applications, this book is written in a clear and accessible style, making it ideal for students, researchers, and practitioners in a variety of disciplines. **Key Features:** * Comprehensive coverage of the fundamental concepts, methods, and applications of spatiotemporal analysis * Clear and accessible writing style, with a focus on real-world examples and applications * No prior knowledge of statistics or mathematics is assumed * Suitable for a broad audience, including students, researchers, and practitioners in a variety of disciplines **Topics Covered:** * The nature of spatiotemporal patterns * Modeling spatiotemporal patterns * Spatiotemporal patterns in earth sciences * Spatiotemporal patterns in environmental sciences * Spatiotemporal patterns in social sciences * Spatiotemporal patterns in health sciences * Spatiotemporal patterns in engineering * Spatiotemporal patterns in computer science * Spatiotemporal patterns in mathematics * Spatiotemporal patterns in physics This book is an essential resource for anyone interested in the study of spatiotemporal patterns. It provides a solid foundation for further research and applications in a wide range of disciplines. If you like this book, write a review!

Enso Nonlinearity And Complexity Features Mechanisms Impacts And Prediction

DOWNLOAD
Author : Hong-Li Ren
language : en
Publisher: Frontiers Media SA
Release Date : 2022-08-05

Enso Nonlinearity And Complexity Features Mechanisms Impacts And Prediction written by Hong-Li Ren and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-05 with Science categories.

Deep Learning For The Earth Sciences

DOWNLOAD
Author : Gustau Camps-Valls
language : en
Publisher: John Wiley & Sons
Release Date : 2021-08-16

Deep Learning For The Earth Sciences written by Gustau Camps-Valls and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-16 with Technology & Engineering categories.

DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.

Spatial Databases

DOWNLOAD
Author : Yannis Manolopoulos
language : en
Publisher: IGI Global
Release Date : 2005-01-01

Spatial Databases written by Yannis Manolopoulos and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-01 with Computers categories.

Introduces the reader to the world of spatial databases, and related subtopics. The broad range of topics includes spatial data modelling, indexing of spatial and spatiotemporal objects, data mining and knowledge discovery in spatial and spatiotemporal management issues and query processing for moving objects.

Random Field Models In Earth Sciences

DOWNLOAD
Author : George Christakos
language : en
Publisher: Elsevier
Release Date : 2013-10-22

Random Field Models In Earth Sciences written by George Christakos and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Science categories.

This book is about modeling as a prinicipal component of scientific investigations. In general terms, modeling is the funamental process of combining intellectual creativity with physical knowledge and mathematical techniques in order to learn the properties of the mechanisms underlying a physical phenomenon and make predictions. The book focuses on a specific class of models, namely, random field models and certain of their physical applications in the context of a stochastic data analysis and processing research program. The term application is considered here in the sense wherein the mathematical random field model is shaping, but is also being shaped by, its objects.This book explores the application of random field models and stochastic data processing to problems in hydrogeology, geostatistics, climate modeling, and oil reservoir engineering, among others Researchers in the geosciences who work with models of natural processes will find discussion of; - Spatiotemporal random fields - Space transformation - Multidimensional estimation - Simulation - Sampling design - Stochastic partial differential equations

From Preparation To Faulting Multidisciplinary Investigations On Earthquake Processes

DOWNLOAD
Author : Fuqiong Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-06-29

From Preparation To Faulting Multidisciplinary Investigations On Earthquake Processes written by Fuqiong Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-29 with Science categories.

Global Land Cover Validation

DOWNLOAD
Author : Jun Chen
language : en
Publisher: CRC Press
Release Date : 2025-01-30

Global Land Cover Validation written by Jun Chen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-30 with Technology & Engineering categories.

This book aims to summarize and report the major research achievements and validation results under the global land cover (GLC) initiative led by the Group Earth Observation (GEO). The first part of the book introduces the major tasks and challenges facing the validation of finer-resolution GLC maps and presents the concepts and overall framework of the GEO-led initiative. Chapters 2-5 provide systematic introductions to the major methodology of finer-resolution GLC map validation, including sampling design, reference data collection, sample labeling, and accuracy assessment. Chapter 6 introduces the online validation tools that have been developed, including their design, considerations, and functionalities. Chapter 7 presents the international validation practices and the results of validating GlobeLand30 at country, regional, and global scales. Future directions are also discussed in the Conclusion chapter. Features Presents complete coverage of land cover validation, from concepts, methodology, and col laborative tools to applications. Details algorithms, techniques, and methods for land cover validation, including sampling, judgment, and accuracy assessment. Reviews some of the software tools that can be used for GLC validation and discusses the issues related to the design, usability, efficiency, and limitations of these tools. Highlights case studies of validation at global, regional, and national scales, which can serve as great references for researchers. Provides an extensive bibliography covering the whole scope of land cover validation Global Land Cover Validation: Methodology, Tools, and Practices serves as a reference for those engaged in land cover validation, especially at a global scale, including students, professionals, researchers, and general practitioners. It is also an excellent resource for professionals involved in sustainable development monitoring, environmental change studies, natural resource management, disaster assessment and mitigation, and many other applications.

Temporal And Spatio Temporal Data Mining

DOWNLOAD
Author : Hsu, Wynne
language : en
Publisher: IGI Global
Release Date : 2007-07-31

Temporal And Spatio Temporal Data Mining written by Hsu, Wynne and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-31 with Computers categories.

"This book presents probable solutions when discovering the spatial sequence patterns by incorporating the information into the sequence of patterns, and introduces new classes of spatial sequence patterns, called flow and generalized spatio-temporal patterns, addressing different scenarios in spatio-temporal data by modeling them as graphs, providing a comprehensive synopsis on two successful partition-based algorithms designed by the authors"--Provided by publisher.

Computers In Earth And Environmental Sciences

DOWNLOAD
Author : Hamid Reza Pourghasemi
language : en
Publisher: Elsevier
Release Date : 2021-09-22

Computers In Earth And Environmental Sciences written by Hamid Reza Pourghasemi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-22 with Science categories.

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

Climate Risk And Sustainable Water Management

DOWNLOAD
Author : Qiuhong Tang
language : en
Publisher: Cambridge University Press
Release Date : 2022-04-07

Climate Risk And Sustainable Water Management written by Qiuhong Tang and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-07 with Business & Economics categories.

A comprehensive interdisciplinary exploration of climate risks to water security for students, researchers, civil and environmental engineers, and management professionals.