cff-version: 1.2.0 message: If you use this work, please cite it using the following metadata. title: Toward Open Earth Science as Fast and Accessible as Natural Language authors: - family-names: Ellis given-names: Marquita orcid: https://orcid.org/0000-0002-4158-9101 - family-names: Gurung given-names: Iksha orcid: https://orcid.org/0000-0001-5124-8856 - family-names: Ramasubramanian given-names: Muthukumaran - family-names: Ramachandran given-names: Rahul date-released: '2025-05-21' doi: 10.48550/arXiv.2505.15690 url: https://arxiv.org/abs/2505.15690 version: v1 repository-code: https://github.com/NASA-IMPACT/EO-via-NLP license: CC-BY-4.0 type: article keywords: - Earth science - Large Language Models - Open science - Prompt optimization - Prompt engineering - Inference-time scaling