Publisher's Synopsis
In the name of God, the Most Gracious, the Most Merciful. Peace and blessings be upon the most honorable of creation, our Master and Prophet Muhammad, may God bless him and grant him peace. This book, titled "Geospatial Artificial Intelligence: Foundations and Concepts with Applications in ArcGIS Pro," serves as a cornerstone for those interested in keeping pace with the tremendous development in geographic information systems (GIS) technologies, the provision of big data, real-time data, the Internet of Things (IoT), and digital transformation for the use of AI in environmental management and development. It opens the door to understanding the theoretical foundations of geospatial artificial intelligence and enables us to use AI tools in ArcGIS Pro, while familiar with the theoretical concepts of the science itself. This enables us to interpret the results and use optimal models that are feasible for the study problem. This is achieved through six chapters preceded by an introduction. The first chapter explains the principles of machine learning, while the second chapter explains machine learning algorithms of various types. The third chapter presents the foundations of deep learning, and the fourth chapter explains the types of artificial neural networks. Finally, chapters five and six cover applications in Pro ArcGIS. Chapter five explains artificial intelligence tools (machine learning and deep learning), and chapter six covers applications of geospatial artificial intelligence in ArcGIS Pro.
