Benedikt Blumenstiel

Publications

• Prithvi-EO: An Open-Access Geospatial Foundation Model Advancing Earth Science through Global Collaboration

  • • Hamed Alemohammad
    • Daniela Szwarcman
    • et al.
  • 2025
  • AGU 2025

  Invited talk

• From Pixels to Patterns: TerraMind at Meter Resolution with Weather Context

  • • Johannes Jakubik
    • Benedikt Blumenstiel
    • et al.
  • 2025
  • AGU 2025

  Invited talk

• TerraKit: an end-to-end library for preparation of AI-ready geospatial datasets

  • • Blair Edwards
    • Rosie Lickorish
    • et al.
  • 2025
  • AGU 2025

  Talk

• TerraMind: Large-Scale Generative Multimodality for Earth Observation

  • • Johannes Jakubik
    • Felix Yang
    • et al.
  • 2025
  • ICCV 2025

  Conference paper

• Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation

  • • Clive Tinashe Marimo
    • Benedikt Blumenstiel
    • et al.
  • 2025
  • ECML PKDD 2025

  Conference paper

• Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models

  • • Francesc Marti Escofet
    • Benedikt Blumenstiel
    • et al.
  • 2025
  • ECML PKDD 2025

  Conference paper

• TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data

  • • Benedikt Blumenstiel
    • Paolo Fraccaro
    • et al.
  • 2025
  • CVPR 2025

  Workshop paper

• Towards Multi Modal Geospatial Foundation Models With Multiple Resolutions

  • • Naomi Simumba
    • Johannes Jakubik
    • et al.
  • 2024
  • AGU 2024

  Conference paper

• MS-CLIP: Multi-spectral Vision Language Learning for Earth Observation

  • • Johannes Jakubik
    • Benedikt Blumenstiel
    • et al.
  • 2024
  • AGU 2024

  Talk

• 4M4EO – Massively Multi-Modal Masked Autoencoders for Earth Observation

  • • Johannes Jakubik
    • Benedikt Blumenstiel
    • et al.
  • 2024
  • AGU 2024

  Talk