Integrating Data Science and Earth Science : Challenges and Solutions

• Tác giả: Laurens M Bouwer, Doris Dransch, Stephan Frickenhaus, Jens Greinert, Diana Rechid, Roland Ruhnke
• Ngôn ngữ: eng
• ISBN-13: 978-3030995461
• Thông tin xuất bản: Cham : Springer Nature, 2022
• Mô tả vật lý: 1 electronic resource (148 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 270784
• Chủ đề: 1. Algorithms & data structures; 2. Artificial intelligence; 3. Earth sciences; 4. Mathematics; 5. Probability & statistics

Tóm tắt

This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.