The book presents the state of the art in machine learning algorithms (artificial neural networks of different architectures, support vector machines, etc.) as applied to the classification and mapping of spatially distributed environmental data. Bas...Loe edasi...
(Ilmumisaeg: 03-Jun-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031846977)
This contributed volume provides coverage of geospatial technology and modelling techniques that are useful for natural resource assessment at various scales, from regional to global. This makes it a valuable resource for researchers, practitioner...Loe edasi...
This textbook introduces QGIS software and shows how to use it step-by-step using many illustrations. Some topics can be understood by viewing a figure, without the need to read texts. The purposes, functions, and potential applications of the sof...Loe edasi...
Geospatial data acquisition and analysis techniques have experienced tremendous growth in the last few years, providing an opportunity to solve previously unsolved environmental- and natural resource-related problems. However, a variety of challen...Loe edasi...
Geocomputation with Python is a comprehensive resource for working with geographic data with the most popular programming language in the world. The book gives an overview of Pythons capabilities for spatial data analysis, as well as many...Loe edasi...
Geocomputation with Python is a comprehensive resource for working with geographic data with the most popular programming language in the world. The book gives an overview of Pythons capabilities for spatial data analysis, as well as many...Loe edasi...
Explainable AI (XAI), a subfield of AI, is focused on providing complex AI models that are understandable to humans. This book highlights and explains details of machine learning models used in geospatial data analysis. It demonstrates the need for...Loe edasi...
This book aims to provide a comprehensive study on various aspects of environmental pollution dynamics using geospatial technology and modeling techniques. The utility of geospatial technology will be demonstrated for the effective study of environme...Loe edasi...
Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is...Loe edasi...
Swapan Talukdar, Atiqur Rahman, Somnath Bera, G. V. Ramana, Atish Prashar
Sari: GIScience and Geo-environmental Modelling
(Ilmumisaeg: 07-Sep-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031624414)
This book provides huge knowledge and data in the fields of geospatial sciences, earth environmental sciences, humanities, and social sciences, which target a diverse range of readers, such as academics, scientists, students, environmentalists, me...Loe edasi...
Geographic information and geospatial technologies play an important role in understanding changes in planetary health and the defining the drivers contributing to different health outcomes both locally and globally. Patterns influencing health ou...Loe edasi...
This book is structured to encompass both the foundational and specialized aspects of quantitative analysis in geography. The basic content covers descriptive statistical analysis and correlation analysis of geographical data, while the profession...Loe edasi...
Over the past decade, since the publication of the first edition, there have been new advances in solving complex geoinformatics problems. Advancements in computing power, computing platforms, mathematical models, statistical models, geospatial al...Loe edasi...
This book focuses on data mining for co-location pattern, a valid method for identifying patterns from all types of data and applying them in business intelligence and analytics. It explains the fundamentals of co-location pattern mining, co-location...Loe edasi...
This book provides a comprehensive and cutting-edge resource for scholars, researchers, and professionals in geospatial science and computer programming. This book seeks to bridge the gap between geospatial technologies and Python programming by off...Loe edasi...
