Greenspace and depression incidence in the US-based nationwide Nurses' Health Study II: A deep learning analysis of street-view imagery.

Journal: Environment international
PMID: 40209395

Abstract

BACKGROUND: Greenspace exposure is associated with lower depression risk. However, most studies have measured greenspace exposure using satellite-based vegetation indices, leading to potential exposure misclassification and limited policy relevance. We examined the association of street-view greenspace measures with incident depression in a prospective cohort of US women.

Authors

  • Li Yi
    State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Engineering Research Center for Bio-enzyme Catalysis, Hubei Key Laboratory of Industrial Biotechnology, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, College of Life Sciences, Hubei University, Wuhan, 430062, China. Electronic address: liyi@hubu.edu.cn.
  • Jaime E Hart
    Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 181 Longwood Avenue, Boston, MA, 02115, USA.
  • Charlotte Roscoe
    Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Division of Population Sciences, Dana Farber Cancer Institute, Boston, MA, USA; Environmental Systems and Human Health, Oregon Health & Science University Portland State University School of Public Health, Portland, OR, USA. Electronic address: roscoe@ohsu.edu.
  • Unnati V Mehta
    Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA. Electronic address: umehta94@gmail.com.
  • Marcia Pescador Jimenez
    Department of Epidemiology, Boston University School of Public of Health, Boston, MA, USA.
  • Pi-I Debby Lin
    Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA.
  • Esra Suel
    School of Public Health, Imperial College London, London, UK. esra.suel@imperial.ac.uk.
  • Perry Hystad
    College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA. Perry.Hystad@oregonstate.edu.
  • Steve Hankey
    School of Public and International Affairs, Virginia Tech, Blacksburg, VA, USA.
  • Wenwen Zhang
    Rutgers, the State University of New Jersey, New Brunswick, NJ, USA.
  • Olivia I Okereke
    Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA. Electronic address: Olivia.Okereke@mgh.harvard.edu.
  • Francine Laden
    Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
  • Peter James
    Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, 02215, USA.

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