Название: Artificial Intelligence Applied to Satellite-Based Remote Sensing Data for Earth Observation
Автор: Maria Pia Del Rosso, Alessandro Sebastianelli, Silvia Liberata Ullo
Издательство: The Institution of Engineering and Technology
Год: 2021
Страниц: 300
Язык: английский
Формат: True EPUB
Размер: 40,4 MB
Earth observation (EO) involves the collection, analysis, and presentation of data in order to monitor and assess the status and changes in natural and built environments. This technology has many applications including weather forecasting, tracking biodiversity, measuring land-use change, monitoring and responding to natural disasters, managing natural resources, monitoring emerging diseases and health risks, and predicting, adapting to and mitigating climate change. This book shows how cutting-edge technologies such as Artificial Intelligence (AI), including neural networks and Deep Learning (DL), can be applied for processing satellite data for Earth observation. One of the objectives of this book is to explain how to develop a set of libraries for the implementation of Artificial Intelligence that could overcome some limits and encompass different aspects of research, ranging from data fusion to speckle filtering.