Geospatial Data Engineering and Applications

Bibliographic Details
Title: Geospatial Data Engineering and Applications
Description: This book focuses on the sophisticated uses of geospatial big data analytics techniques to solve practical earth observation and urban society problems using satellite images. This book will cover a wide range of topics related to geospatial artificial intelligence and Sustainable Development Goals, including future perspectives on the field as well as integrating Artificial Intelligence and Machine Learning algorithms with geospatial data. The book will help both experienced researchers and students understand a range of geospatial data engineering applications that demonstrate how geographic information systems and machine learning algorithms are applied to spatial big data to solve real-world problems. The goals of this book are to draw attention to the distinctive qualities of geospatial data, show why diverse methods and approaches are necessary in order to extract new insights from unprocessed geospatial data, and showcase a few cutting-edge geospatial data science techniques along with their applications to diverse geoscience issues.
Authors: Abhijit Bora, Kaustubh Bhattacharyya, Manoranjan Kalita
Resource Type: eBook.
Subjects: Geospatial data--Computer processing
Categories: COMPUTERS / Data Science / Data Analytics, COMPUTERS / Artificial Intelligence / General, SCIENCE / Earth Sciences / Geography
Database: eBook Index
Description
ISBN:9781036464547
9781036464554