AGU Fall Meeting 2021 | 13 December 2021
Building Data Infrastructures to Enable AI in the Geosciences
Jens F Klump + Lesley A Wyborn + Anusuriya Devaraju ...
Current machine learning algorithms require large volumes of data and, in many cases, labelled training data. These requirements are challenging in geosciences, where the...
AGU Fall Meeting 2021 | 17 December 2021
Concept of an AI Strategy for Heliophysics at NASA with Focus on Solar Physics
Madhulika Guhathakurta
The NASA Science Mission Directorate’s (SMD) Strategy for Data Management and Computing for Groundbreaking Science 2019-2024, prepared by the NASA Strategic Data Management...
AGU Fall Meeting 2021 | 16 December 2021
New Insights with Open Access and AI
Louis Matthew Barbier + Anthony R. Buonomo + Harley Thronson
NASA has committed itself to FAIR data and open science, including research/mission data, publications, and software. One of the benefits of having “open data” and/or “open...
AGU Fall Meeting 2021 | 15 December 2021
The role of AI algorithms in flood prediction and mitigation
Avinash Mudireddy + Faruk Gurbuz + Ricardo Mantilla
There is a claim of a class of AI algorithms being capable of identifying input-output functions relating average rainfall over a basin and streamflow at the outlet in Hindcast...
AGU Fall Meeting 2021 | 16 December 2021
Open Science and AI
Rahul Ramachandran
New, diverse, and voluminous data sources coupled with evolving tools and technologies have opened opportunities to tackle complex, interdisciplinary science problems that...