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...
It presents a holistic scientific approach for present and future challenges in sustainable management plan for land and water resources backed by role of geospatial and hydrological modeling supported by case studies. This book pr...Loe edasi...
This book focuses on geospatial techniques, climate science, and predicting risk applications and challenges. It bridges the gap between the principles of geographic information science (GIS), remote sensing technology, global positioning system (...Loe edasi...
Spatial Analysis for Complex Territorial Systems: Geo-information Technologies and European Official Statistics offers a multidisciplinary exploration of spatial analysis, geo-information technologies, and official statistics, focusing on thei...Loe edasi...
Geospatial Artificial Intelligence (GeoAI) is the integration of geospatial studies and AI using machine learning and deep learning technologies. This comprehensive handbook explains and discusses key fundamental concepts, methods, models, technol...Loe edasi...
This book presents new land management perspectives and fit-for-purpose, flexible, dynamic, and effective solutions for land management and land administration problems, with a focus on responsible land distribution in Asia.Truly an interdisciplin...Loe edasi...
Utilizing Earth Observation Data in Reaching Sustainable Development Goals explores the transformative potential of Earth observation data through case studies showcasing its pivotal role in achieving Sustainable Development Goals (SDGs) in de...Loe edasi...
This unique book investigates the 2030 Agenda for Sustainable Development through geospatial information lenses, making the case that geospatial information is central to the SDGs and is imperative to understand the place, location, communities, a...Loe edasi...
Data-Driven Earth Observation for Disaster Management: From Theory to Practical Applications delves into the critical role of Earth observation data and technologies in predicting, managing, and mitigating a spectrum of disasters. With a multi...Loe edasi...
This open access book showcases the innovative practices of Big Earth Data methods through a collection of comprehensive case studies to the monitor and evaluate indicators for seven SDGs, i.e., zero hunger (SDG 2), clean water a...Loe edasi...
(Ilmumisaeg: 18-Nov-2025, Hardback, Kirjastus: Oxford University Press, ISBN-13: 9780198975175)
Bridging the worlds of spatial statistics, spatial econometrics, and spatial machine learning, Kopczewska introduces a range of established and novel techniques in spatial density modelling, made accessible through intuitive explanations, open data,...Loe edasi...
Bridging the worlds of spatial statistics, spatial econometrics, and spatial machine learning, Kopczewska introduces a range of established and novel techniques in spatial density modelling, made accessible through intuitive explanations, open data,...Loe edasi...
Supervised Learning in Remote Sensing and Geospatial Science is an invaluable resource focusing on practical applications of supervised learning in remote sensing and geospatial data science. Emphasizing practicality, the book delves into c...Loe edasi...
(Ilmumisaeg: 04-Sep-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031940774)
This book offers a comprehensive guide to the geo-data revolution, emphasizing how cutting-edge advancements in spatial analysis and natural hazard mapping are transforming global industries and enhancing environmental monitoring. It explores real...Loe edasi...
Spatial Autocorrelation: A Fundamental Property of Geospatial Sciences is an in-depth guide to understanding a crucial aspect of spatial analysis. The book begins with theories and clear definitions, laying a solid foundation for the reader. T...Loe edasi...
Sari: Springer Textbooks in Earth Sciences, Geography and Environment
(Ilmumisaeg: 02-Aug-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031830228)
What would our lives look like if there were no (good) maps? Maps are essential for orientation, navigation, and simplifying complex environments, ultimately enhancing our understanding of the worl...Loe edasi...
This book presents focussed information related to dynamic cropland transformation, agriculture development, climate change, and environment with the application of advance geospatial technology. It describes research using geospatial tools and te...Loe edasi...
Spatio-Temporal Learning Using Irregular Data for Complex Dynamic Processes introduces learning, modeling, and monitoring methods for highly complex dynamic processes with irregular data. Two classes of robust modeling methods are highlighted,...Loe edasi...
