Publications

25 results at AGU 2025

TerraKit: an end-to-end library for preparation of AI-ready geospatial datasets
- - Blair Edwards
  - Rosie Lickorish
  - et al.
- 2025
- AGU 2025
Talk
Compress Once, Decode Anywhere: Embedding Workflows with TerraTorch
- - Bianca Zadrozny
  - Isabelle Wittmann
  - et al.
- 2025
- AGU 2025
Talk
Soma: Foundation Model for Multi-Modal Lunar Science using LRO Datasets
- - Daniela Szwarcman
  - Sujit Roy
  - et al.
- 2025
- AGU 2025
Poster
Comparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- - Arash Fathi
  - Joao Lucas de Sousa Almeida
  - et al.
- 2025
- AGU 2025
Poster
AI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube Generation
- - Levente Klein
  - Hendrik Hamann
  - et al.
- 2025
- AGU 2025
Poster
Filling the Gaps: Expert-Informed Multimodal Species Distribution Modeling for Data-Sparse Regions
- - Elena Sierra
  - Levente Klein
  - et al.
- 2025
- AGU 2025
Poster
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- - Gabby Nyirjesy
  - Maciel Zortea
  - et al.
- 2025
- AGU 2025
Poster
Change detection of the Karukinka Nature Park peatlands ecosystem using multimodal foundation models
- - Zaheed Gaffoor
  - Craig Mahlasi
  - et al.
- 2025
- AGU 2025
Poster
Downstream Science Applications and Benchmark Development for Lunar Science Foundation Models
- - Andrew Annex
  - Michael Barker
  - et al.
- 2025
- AGU 2025
Poster
Precipitation Downscaling with Diffusion Models Conditioned on the Prithvi Weather Foundation Model
- - Jorge Luis Guevara Diaz
  - Victor Nascimento Ribeiro
  - et al.
- 2025
- AGU 2025
Poster