Artificial Intelligence in the Water-Energy-Food Model: A Holistic Approach towards Sustainable Development Goals

被引:51
|
作者
D'Amore, Gabriella [1 ]
Di Vaio, Assunta [1 ]
Balsalobre-Lorente, Daniel [2 ,3 ]
Boccia, Flavio [4 ]
机构
[1] Univ Naples Parthenope, Dept Law, Via G Parisi 13, I-80132 Naples, Italy
[2] Univ Castilla La Mancha, Dept Polit Econ & Publ Finance, Econ & Business Stat & Econ Policy, C Altagracia 50, Ciudad Real 13071, Spain
[3] Univ Alicante, Dept Appl Econ, Carretera San Vicente Raspeig S-N, San Vicente Del Raspeig 03690, Spain
[4] Univ Naples Parthenope, Dept Econ & Legal Studies, Via G Parisi,13, I-80132 Naples, Italy
关键词
artificial intelligence (AI); Water-Energy-Food (WEF) nexus; business models; Sustainable Development Goals (SDGs); institutional; stakeholder; innovation theories; structured literature review (SLR); NEXUS; PERSPECTIVE; RESILIENCE; GOVERNANCE; FRAMEWORK; DESIGN; STATE;
D O I
10.3390/su14020867
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aims to analyze the role of artificial intelligence (AI) in the Water-Energy-Food (WEF) nexus under the lens of institutional, stakeholder, and innovation theories. Specifically, this study focuses on AI as the technology adopted by companies to promote Sustainable Development Goals (SDGs). A structured literature review has been conducted on 94 articles published from 1990 to 2021 in ISI Web of Science, Scopus, and Google Scholar. This study develops an in-depth review of the literature on the main articles arguing about these issues. The findings highlight the increasing relevance of AI in the water, energy, and food industries individually considered, but the study of AI as a connector between water, energy, and food to achieve SDGs is still under investigation. Research on AI for WEF nexus management has adopted mostly a technical perspective, neglecting the relevance of management tools and the business model concept. Most of the articles did not adopt a specific theoretical lens, but scholars recognize the need to adopt a multi-stakeholder approach and the important role played by AI and other digital technologies to address the WEF nexus challenge. This study proposes an integrated approach for managing the nexus through AI technologies to meet sustainable and responsible business models. The gap between research and policy making could be filled by combining scientific data and policy needs with inclusive tools that are technically viable for sustainable resource utilization.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] The role of artificial intelligence in achieving the Sustainable Development Goals
    Vinuesa, Ricardo
    Azizpour, Hossein
    Leite, Iolanda
    Balaam, Madeline
    Dignum, Virginia
    Domisch, Sami
    Fellander, Anna
    Daniela Langhans, Simone
    Tegmark, Max
    Nerini, Francesco Fuso
    NATURE COMMUNICATIONS, 2020, 11 (01)
  • [32] The role of artificial intelligence in achieving the Sustainable Development Goals
    Ricardo Vinuesa
    Hossein Azizpour
    Iolanda Leite
    Madeline Balaam
    Virginia Dignum
    Sami Domisch
    Anna Felländer
    Simone Daniela Langhans
    Max Tegmark
    Francesco Fuso Nerini
    Nature Communications, 11
  • [33] A simultaneous equations approach to analyze the sustainable water-energy-food nexus in South Korea
    An, Daehan
    ENVIRONMENTAL RESEARCH COMMUNICATIONS, 2023, 5 (09):
  • [34] SUSTAINABLE DEVELOPMENT - AN ARTIFICIAL INTELLIGENCE APPROACH
    Duvnjak, Kristina
    Gregoric, Maja
    Gorse, Mateja
    MANAGEMENT RESEARCH AND PRACTICE, 2020, 12 (04): : 18 - 28
  • [35] Towards a Sustainable Structure of an Urban Water-Energy-Food Nexus: Based on Network and Hierarchy Analysis
    Sun, Chengshuang
    Li, Guangxia
    Zhou, Ke
    Huang, Daohan
    Luo, Qianmai
    WATER, 2024, 16 (15)
  • [36] Appraising the Water-Energy-Food Nexus From a Sustainable Development Perspective: A Maturing Paradigm?
    Hejnowicz, A. P.
    Thorn, J. P. R.
    Giraudo, M. E.
    Sallach, J. B.
    Hartley, S. E.
    Grugel, J.
    Pueppke, S. G.
    Emberson, L.
    EARTHS FUTURE, 2022, 10 (12)
  • [37] Sefficiency (sustainable efficiency) of water-energy-food entangled systems
    Haie, Naim
    INTERNATIONAL JOURNAL OF WATER RESOURCES DEVELOPMENT, 2016, 32 (05) : 721 - 737
  • [38] Sustainable design of water-energy-food nexus: a literature review
    Segovia-Hernandez, Juan Gabriel
    Contreras-Zarazua, Gabriel
    Ramirez-Marquez, Cesar
    RSC SUSTAINABILITY, 2023, 1 (06): : 1332 - 1353
  • [39] Holistic systems analyses accelerate progress towards Sustainable Development Goals
    Harrison, Matthew Tom
    Liu, Ke
    NATURE FOOD, 2024, 5 (07): : 544 - 545
  • [40] Epistemological dimensions of the water-energy-food nexus approach: reply to discussions of "Challenges in operationalizing the water-energy-food nexus"
    Cudennec, C.
    Liu, J.
    Qi, J.
    Yang, H.
    Zheng, C.
    Gain, A. K.
    Lawford, R.
    de Strasser, L.
    Yillia, P. T.
    HYDROLOGICAL SCIENCES JOURNAL, 2018, 63 (12) : 1868 - 1871