Board on Atmospheric Sciences and Climate & Board on Earth Sciences and Resources 
Machine Learning and Artificial Intelligence to Advance Earth System Science [EPUB ebook] 
Opportunities and Challenges: Proceedings of a Workshop

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Bìa của Board on Atmospheric Sciences and Climate & Board on Earth Sciences and Resources: Machine Learning and Artificial Intelligence to Advance Earth System Science (ePUB)

The Earth system – the atmospheric, hydrologic, geologic, and biologic cycles that circulate energy, water, nutrients, and other trace substances – is a large, complex, multiscale system in space and time that involves human and natural system interactions. Machine learning (ML) and artificial intelligence (AI) offer opportunities to understand and predict this system. Researchers are actively exploring ways to use ML/AI approaches to advance scientific discovery, speed computation, and link scientific communities.To address the challenges and opportunities around using ML/AI to advance Earth system science, the National Academies convened a workshop in February 2022 that brought together Earth system experts, ML/AI researchers, social and behavioral scientists, ethicists, and decision makers to discuss approaches to improving understanding, analysis, modeling, and prediction. Participants also explored educational pathways, responsible and ethical use of these technologies, and opportunities to foster partnerships and knowledge exchange. This publication summarizes the workshop discussions and themes that emerged throughout the meeting.

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Ngôn ngữ Anh ● định dạng EPUB ● Trang 68 ● ISBN 9780309688567 ● Biên tập viên Rachel Silvern ● Nhà xuất bản National Academies Press ● Được phát hành 2022 ● Có thể tải xuống 3 lần ● Tiền tệ EUR ● TÔI 8647504 ● Sao chép bảo vệ Adobe DRM
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