A systematic map of methods for assessing societal benefits of Earth science information
Open Access
- 6 February 2026
- journal article
- Published by National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 123 (6)
Abstract
Remotely sensed Earth science information (ESI) has become increasingly central to addressing global challenges, yet its societal value, i.e., the difference ESI makes in real-world decisions and outcomes, is rarely quantified. In this study, we systematically map peer-reviewed literature that explicitly assesses the societal value of ESI across instrumental, intrinsic, and relational value types, and the diversity of approaches used to assess those values. Drawing from 13,823 publications across Scopus, Web of Science, and a curated library of ESI valuation studies, we identify 171 studies that applied ESI in a decision context and used a valuation method to compare outcomes with and without ESI. The majority of these studies employed decision analysis methods (e.g., Value of Information, Cost–Benefit Analysis), focusing primarily on quantitative instrumental values (e.g., profit, crop yield, lives saved), particularly in agricultural contexts. A smaller set of studies applied preference elicitation methods (e.g., stated preference, surveys, interviews, focus groups) to capture qualitative benefits and relational values including quality of life improvements, empowerment, and procedural justice. Many excluded studies demonstrated scientific value of ESI but did not explicitly translate that into societal value, revealing the need for a more systematic approach to ESI valuation. By promoting a more inclusive, interdisciplinary, and flexible portfolio of valuation methods, we aim to expand our understanding of the societal benefits of ESI to help guide investment in future missions, enhance public support, and ensure that science and policy goals are well aligned.Keywords
Funding Information
- National Aeronautics and Space Administration (80NSSC23K0914)
This publication has 66 references indexed in Scilit:
- Why nature matters: A systematic review of intrinsic, instrumental, and relational valuesBioScience, 2023
- Understanding the spatio-temporal behaviour of the sunflower crop for subfield areas delineation using Sentinel‐2 NDVI time-series images in an organic farming systemHeliyon, 2023
- Geographic microtargeting of social assistance with high-resolution poverty mapsProceedings of the National Academy of Sciences, 2022
- Using satellite imagery to understand and promote sustainable developmentScience, 2021
- Quantifying the Human Health Benefits of Using Satellite Information to Detect Cyanobacterial Harmful Algal Blooms and Manage Recreational Advisories in U.S. LakesGeoHealth, 2020
- Using machine learning to advance synthesis and use of conservation and environmental evidenceConservation Biology, 2018
- Why protect nature? Rethinking values and the environmentProceedings of the National Academy of Sciences, 2016
- Targeting Villages for Rural Development Using Satellite Image AnalysisBig Data, 2015
- Assessing the value of Earth Observation for managing coral reefs: An example from the Great Barrier ReefScience of The Total Environment, 2011
- Assessing the value of information for water quality management in the North SeaJournal of Environmental Management, 2009