[Paper Review] Data availability and requirements relevant for the Ariel space mission and other exoplanet atmosphere applications
This paper establishes a centralized, open-access GitHub platform—Ariel-data—to streamline data sharing between exoplanet atmosphere researchers and data providers. It outlines critical spectroscopic data needs for the Ariel space mission and the broader exoplanet community, emphasizing cross-mission utility and long-term data sustainability through community-driven data requests and visibility.
The goal of this white paper is to provide a snapshot of the data availability and data needs primarily for the Ariel space mission, but also for related atmospheric studies of exoplanets and brown dwarfs. It covers the following data-related topics: molecular and atomic line lists, line profiles, computed cross-sections and opacities, collision-induced absorption and other continuum data, optical properties of aerosols and surfaces, atmospheric chemistry, UV photodissociation and photoabsorption cross-sections, and standards in the description and format of such data. These data aspects are discussed by addressing the following questions for each topic, based on the experience of the "data-provider" and "data-user" communities: (1) what are the types and sources of currently available data, (2) what work is currently in progress, and (3) what are the current and anticipated data needs. We present a GitHub platform for Ariel-related data, with the goal to provide a go-to place for both data-users and data-providers, for the users to make requests for their data needs and for the data-providers to link to their available data. Our aim throughout the paper is to provide practical information on existing sources of data whether in databases, theoretical, or literature sources.
Motivation & Objective
- To identify and catalog essential spectroscopic data requirements for the Ariel space mission’s atmospheric characterization goals.
- To create a sustainable, community-driven data infrastructure that bridges data providers and users beyond the immediate Ariel consortium.
- To support theoretical modeling and complementary observations by identifying data gaps in spectral regions outside Ariel’s observing window.
- To promote open science by enabling direct communication between modelers and data producers through an accessible, transparent platform.
- To ensure long-term data availability and usability for future exoplanet atmosphere studies, not limited to Ariel-specific targets.
Proposed method
- Development of a public GitHub repository (https://github.com/Ariel-data) as a centralized hub for data requests and provider links.
- Compilation of data needs across multiple spectral regions and molecular species relevant to exoplanet atmospheres.
- Incorporation of input from diverse experts across experimental, theoretical, and observational communities in exoplanet science.
- Use of the GitHub issue system to facilitate real-time dialogue between data users (e.g., modelers) and providers (e.g., spectroscopists).
- Integration of data needs from missions and instruments beyond Ariel, including those with overlapping or complementary spectral coverage.
- Alignment with existing funding and institutional support structures to ensure long-term maintenance and adoption of the platform.

Experimental results
Research questions
- RQ1What key spectroscopic data are required for the Ariel space mission to accurately characterize exoplanet atmospheres?
- RQ2How can data needs for exoplanet atmosphere studies be systematically identified and communicated across the global research community?
- RQ3What role can an open, collaborative platform play in reducing data gaps and improving data discoverability for exoplanet science?
- RQ4How can data needs extend beyond Ariel’s observing window to support theoretical modeling and future missions?
- RQ5What mechanisms can sustain long-term data availability and community engagement in exoplanet spectroscopy?
Key findings
- The Ariel-data GitHub platform has been established as a central, open-access resource for exoplanet atmosphere data needs, with active participation from data providers and users.
- The paper identifies critical spectroscopic data requirements across multiple molecular species and spectral regions, many of which extend beyond Ariel’s operational window.
- Data needs are shared across the broader exoplanet community, indicating strong cross-mission relevance for future atmospheric characterization efforts.
- The platform enables direct, transparent communication between modelers and data producers, accelerating data generation and improving alignment with research demands.
- Support from major funding bodies and institutions—including the ERC, NASA, CNES, DFG, and ESA—ensures the platform’s sustainability and credibility.
- The initiative has already facilitated data requests and collaborations across disciplines, including experimental, theoretical, and observational exoplanet science.

Better researchstarts right now
From reading papers to final review, dramatically reduce your research time.
No credit card · Free plan available
This review was created by AI and reviewed by human editors.