Madadikhaljan et al. (2026) Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data

Identification

• Journal: arXiv (Cornell University)
• Year: 2026
• Date: 2026-04-08
• Authors: Mojgan Madadikhaljan, Jonathan Prexl, Isabelle Wittmann, Conrad M Albrecht, Michael Schmitt
• DOI: None

Research Groups

[List the main research groups, labs, or departments involved in the study.]

Short Summary

[A VERY CONCISE 1-2 sentence summary of the paper's core objective and main finding.]

Objective

• [Research question or principal hypothesis]

Study Configuration

• Spatial Scale: [Description]
• Temporal Scale: [Description]

Methodology and Data

• Models used: [e.g., ISBA, mHM, etc.]
• Data sources: [e.g., Satellite, observation, reanalysis]

Main Results

• [Key findings, synthetic and quantitative]

Contributions

• [Original value of the article with respect to existing literature]

Funding

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Citation

@article{Madadikhaljan2026Location,
  author = {Madadikhaljan, Mojgan and Prexl, Jonathan and Wittmann, Isabelle and Albrecht, Conrad M and Schmitt, Michael},
  title = {Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data},
  journal = {arXiv (Cornell University)},
  year = {2026},
  url = {https://openalex.org/W7153671199}
}