The NASA EarthRISE program harnesses NASA Earth Action capabilities to deliver trusted solutions for sustained benefits to society. This book provides practitioners with a wide variety of applied examples of Remote Sensing Artificial Intelligence and Deep Learning approaches, with each chapter focusing on a specific problem set and spanning NASA Earth Action thematic areas.
📖 Read the book: nasa-earthrise.github.io/EarthRISE-Applied-Artificial-Intelligence-and-Deep-Learning-Book
- Introduction
- 1 — Data Preparation
- Semantic Segmentation
- 4 — Object Detection
- Time Series
- 6 — Ecological Processes Simulation
- 7 — Transfer Learning
- 8 — Fusion
- 9 — Downscaling
- Future of Deep Learning and Foundational Models
- 11 — Ethics and Artificial Intelligence
- 12 — Conclusions
This book is distributed under the terms of the CC BY 4.0 License.
EarthRISE Applied Artificial Intelligence and Deep Learning Book abides by all of EarthRISE's privacy and terms of use.