Join us at AGU 2022, from the 12th to the 16th of December in Chicago, IL or online&everywhere!

Heliophysics

4Π EUV IRRADIANCE THE SUN AS A (FULLY-RESOLVED) STAR

Benoit Tremblay, Margarita-Kyriaki Bintsi, Miraflor Santos, Robert Jarolim
Andres Munoz-Jaramillo, James Mason, Anna Jungbluth, Angelos Vourlidas, Sairam Sundaresan

Early EUV irradiance forecast using virtual spacecraft outside the Sun-Earth viewpoint

Friday, 16 December 2022 [09:00 - 12:30 CST] McCormick Place - Poster Hall, Hall A (South, Level 3)

3D Reconstructions of the Solar Atmosphere using Neural Radiance Fields

Thursday, 15 December 2022 [14:45 - 18:15 CST] McCormick Place - Poster Hall, Hall - A (South, Level 3)

Mapping the Sun and its Irradiance in Extreme Ultraviolet from any Viewpoint with an End-to-End ML Pipeline

Tuesday, 13 December 2022 [15:35 - 15:45 CST] McCormick Place - E252 (Lakeside, Level 2)

Earth Science

SELF SUPERVISED LEARNING ON SAR DATA FOR CHANGE DETECTION

Ioannis Prapas, Ragini Bal Mahesh, Vanessa Böhm, Wei Ji Leong
Edoardo Nemni, Freddie Kalaitzis, Brad Neuberg, Raul Ramos-Pollan, Siddha Ganju, Julie Nutini

DeepSlide: Self-supervised learning on SAR data for change detection

Friday 16 December 2022 [17:25 - 17:35 CST] McCormick Place - E252 (Lakeside, Level 2)

Climate Adaptation

DIGITAL TWIN: ENVIRONMENTAL REMEDIATION

Aurelien Meray, Ilijana Mastilovic, Lijing Wang, Takuya Kurihana
Haruko Wainwright, Satyarth Praveen, Zexuan Xu, Alexander Lavin

Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites

Thursday, 15 December 2022 [14:45 - 18:15 CST] McCormick Place - Poster Hall, Hall - A (South, Level 3)

Disaster Response

WILDFIRE: MULTISPECTRAL ESTIMATION OF FUEL LOADS

Amani Al Abri, Huiqi Wang, Karol Bot Gonçalves, Beichen Zhang
Cormac Purcell, Dale Hamilton, Ash Hoover, Carter Katzenberger, Cole McCall, Vít Růžička

Unsupervised Wildfire Change Detection based on Auto-Encoders and Contrastive Learning

Thursday, 15 December 2022 [14:45 - 18:15 CST] McCormick Place - Poster Hall, Hall - A (South, Level 3)

Heliophysics

SEISMIC INSIGHTS WITHIN GEOMAGNETIC AND IONOSPHERIC DATA

Andy Smith, Asadullah Hill Galib, Debvrat Varshney, Luke Cullen
Filip Svoboda, Peter Chi, Edward Brown, Xiangning Chu

Open-Source Data Pipelines and Statistical Tool for Studying Pre-Seismic and Post-Seismic Disturbances in the Ionosphere and Geomagnetic Field

Tuesday, 13 December 2022 [15:45 - 15:55 CST] McCormick Place - E252 (Lakeside, Level 2)

Multimodal Machine Learning for Earthquake Identification and Forecasting

Thursday, 15 December 2022 [15:50 - 16:05 CST] McCormick Place - S406a (South, Level 4)

Comprehensive Statistical Analysis of Ionospheric and Geomagnetic Signatures Before and After Earthquakes

Monday, 12 December 2022 [11:45 - 12:00 CST] McCormick Place - E253ab (Lakeside, Level 2)

Earth Science

SMD KNOWLEDGE GRAPH DISCOVERY

Fech Scen Khoo, Marcella Scoczynski, Megan Mark, Roelien Timmer
Gregory Renard, Anamaria Berea

A Knowledge Graph Connecting Multiple NASA Science Mission Directorate Domains

Tuesday, 13 December 2022 [14:45 - 14:55 CST] McCormick Place - E252 (Lakeside, Level 2)