Manchester Metropolitan University's Research Repository

    Deploying artificial intelligence for climate change adaptation

    Leal Filho, Walter, Wall, Tony, Rui Mucova, Serafino Afonso, Nagy, Gustavo J, Balogun, Abdul-Lateef, Luetz, Johannes M, Ng, Artie W, Kovaleva, Marina, Safiul Azam, Fardous Mohammad, Alves, Fatima, Guevara, Zeus, Matandirotya, Newton R, Skouloudis, Antonis, Tzachor, Asaf, Malakar, Krishna and Gandhi, Odhiambo (2022) Deploying artificial intelligence for climate change adaptation. Technological Forecasting and Social Change, 180. p. 121662. ISSN 0040-1625

    Accepted Version
    Available under License Creative Commons Attribution Non-commercial No Derivatives.

    Download (1MB) | Preview


    Artificial Intelligence (AI) is believed to have a significant potential use in tackling climate change. This paper explores the connections between AI and climate change research as a whole and its usefulness in climate change adaptation efforts in particular. Using a systematic review of the literature on applications of AI for climate change adaptation and a questionnaire survey of a multinational and interdisciplinary team of climate change researchers, this paper shows the various means via which AI can support research on climate change in diverse regions, and contribute to efforts towards climate change adaptation. The surveyed articles are classified under nine areas, e.g., Global/Earth Related; Water-related Issues and agriculture, 95% of which are related to adaptation. The areas that have attracted the most studies about AI applications are water-related management issues (38%). In terms of the survey results, the most robust agreements were noted concerning the capacity of digitisation and AI to strengthen governance practices and afford policy coherence in climate change. Evidence gathered in the study suggests that, provided that due care is taken, the use of AI can provide a welcome support to global efforts to better understand and handle the many challenges associated with a changing climate.

    Impact and Reach


    Activity Overview
    6 month trend
    6 month trend

    Additional statistics for this dataset are available via IRStats2.


    Repository staff only

    Edit record Edit record