AGU23 | 15 December 2023
AI On-Top
Bjorn B Stevens + Peter Bauer + Torsten Hoefler
High-performance computing is enabling a new generation of climate models, ones capable of describing the Earth-system with local granularity, globally over periods of decades...
AGU23 | 12 December 2023
Community-Driven Development of Tools to Improve AI-Readiness of the Open Environmental Data
Yuhan Rao + Eric A Kihn + Robert J Redmon ...
As artificial intelligence (AI) and machine learning (ML) gaining broad interests in the Earth and space science community, the demand for AI-ready data that can support the...
AGU23 | 14 December 2023
Artificial Intelligence Systems and Predictive AI: Creating Solutions to the Climate Crisis While Ensuring AI’s Cybersecurity
Roziya Lakhram + Afnan Joarder + Andrew M Singh ...
In 2016, the U.S. measured 6,340.2 million metric tons of carbon dioxide in GHG (greenhouse gas) emissions. GHG emissions are produced due to the energy, building, transport,...
AGU23 | 15 December 2023
AI-Based Prediction Models for Advancing Geothermal Resources
Sebnem Duzgun
This talk presents machine learning (ML) and AI solutions developed for the prediction of geothermal resources. The models incorporate multimodal data sets: satellite images,...
AGU23 | 23 January 2024
Integration and Testing of an AI-Enabled UAS in Support of Precision Agriculture and Other Fields
Sergio Bernardes + Beni Rodriguez + Bryan Ponce ...
Challenges in crop management include early detection of disease and pests to prevent reduced yield and further damage to plants. Direct crop monitoring and assessment through...