Publications

25 results at AGU 2025

Compress Once, Decode Anywhere: Embedding Workflows with TerraTorch
- - Bianca Zadrozny
  - Isabelle Wittmann
  - et al.
- 2025
- AGU 2025
TerraKit: an end-to-end library for preparation of AI-ready geospatial datasets
- - Blair Edwards
  - Rosie Lickorish
  - et al.
- 2025
- AGU 2025
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- - Gabby Nyirjesy
  - Maciel Zortea
  - et al.
- 2025
- AGU 2025
Enhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing Data
- - Shambhavi Shanker
  - Manikandan Padmanaban
  - et al.
- 2025
- AGU 2025
Exploring Prithvi WXC Adaptation from MERRA2 to ERA5
- - Jorge Luis Guevara Diaz
  - Victor Nascimento Ribeiro
  - et al.
- 2025
- AGU 2025
Guard-railing Geospatial Foundation Models
- - Reginald Eugene Bryant
  - Rosie Lickorish
  - et al.
- 2025
- AGU 2025
State-Based Multi-Agent LLM Frameworks for Earth Observation: Scalable Tools for Geospatial Understanding
- - Aditya Saxena
  - Shambhavi Shanker
  - et al.
- 2025
- AGU 2025
Change detection of the Karukinka Nature Park peatlands ecosystem using multimodal foundation models
- - Zaheed Gaffoor
  - Craig Mahlasi
  - et al.
- 2025
- AGU 2025
Downstream Science Applications and Benchmark Development for Lunar Science Foundation Models
- - Andrew Annex
  - Michael Barker
  - et al.
- 2025
- AGU 2025
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