TY - JOUR A1 - Ghermandi, Andrea A1 - Langemeyer, Johannes A1 - Van Berkel, Derek A1 - Calcagni, Fulvia A1 - Depietri, Yaella A1 - Egarter Vigl, Lukas A1 - Fox, Nathan A1 - Havinga, Ilan A1 - Jäger, Hieronymus A1 - Kaiser, Nina N. A1 - Karasov, Oleksandr A1 - McPhearson, Timon A1 - Podschun, Simone A1 - Ruiz-Frau, Ana A1 - Sinclair, Michael A1 - Venohr, Markus A1 - Wood, Spencer A. T1 - Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use T2 - One Earth N2 - Social media data are transforming sustainability science. However, challenges from restrictions in data accessibility and ethical concerns regarding potential data misuse have threatened this nascent field. Here, we review the literature on the use of social media data in environmental and sustainability research. We find that they can play a novel and irreplaceable role in achieving the UN Sustainable Development Goals by allowing a nuanced understanding of human-nature interactions at scale, observing the dynamics of social-ecological change, and investigating the co-construction of nature values. We reveal threats to data access and highlight scientific responsibility to address trade-offs between research transparency and privacy protection, while promoting inclusivity. This contributes to a wider societal debate of social media data for sustainability science and for the common good. KW - big data KW - environmental sustainability KW - passive crowdsourcing KW - social media KW - social-ecological systems KW - Big Data KW - Social Media KW - Nachhaltigkeit KW - Crowdsourcing KW - Sozialökologie Y1 - 2023 UR - https://hst.opus.hbz-nrw.de/frontdoor/index/index/docId/989 UR - https://nbn-resolving.org/urn:nbn:de:hbz:tr5-9890 VL - 6 IS - 3 SP - 236 EP - 250 PB - Elsevier ER -