Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Deep Learning for Earth Observation and Climate Monitoring
Produkt bewerten
Verlag:
Elsevier Unsere-Artikel-Nr.: P35983538
EAN: 9780443247125
Erhältlich:
Nicht auf Lager
Zustellung: Di, 15.09.2026
Versand: Kostenlos
-21.7 %
CHF 226.–
CHF 177.–
Beschreibung
Deep Learning for Earth Observation and Climate Monitoring. bridges the gap between deep learning and the Earth sciences, offering cutting-edge techniques and applications that are transforming our understanding of the environment. With a focus on practical scenarios, this book introduces readers to the fundamental concepts of deep learning, from classification and image segmentation to anomaly detection and domain adaptability. The book includes practical discussion on regression, parameter retrieval, forecasting, and interpolation, among other topics. With a solid foundational theory, real-world examples, and example codes, it provides a full understanding of how intelligent systems can be applied to enhance Earth observation and especially climate monitoring. This book allows readers to apply learning representations, unsupervised deep learning, and physics-aware models to Earth observation data, enabling them to leverage the power of deep learning to fully utilize the wealth of environmental data from satellite technologies.
Spezifikationen
Sprache
- Englisch
Autor
- Uzair Aslam Bhatti
- Mir Muhammad Nizamani
- Wang Yong
- Hao Tang
Erscheinungsjahr
- 2025
Format
- Buch (Softcover)