Integrated health-environment-economy approach in the Brazilian Amazon: mapping production landscape units.

IF 1.8 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Cadernos de saude publica Pub Date : 2025-03-24 eCollection Date: 2025-01-01 DOI:10.1590/0102-311XEN066424
Anielli Rosane de Souza, Maria Isabel Sobral Escada, Ana Paula Dal'Asta, Marcus Vinicius Gonçalves da Silva, Danilo Araújo Fernandes, Antonio Miguel Vieira Monteiro
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Abstract

The agrarian economy, with its social agents and technical systems, mobilizes the elements that generate transformations in the social and natural landscapes in the Brazilian Amazon. Choices for regional development lead to sustainability or unsustainability of the forest ecosystem and its social landscape, while not including health in this debate. We argue that an analytical framework for integrated health-environment-economy approaches needs a territorial representation for the landscapes associated with the ways of living and producing in Amazonian agriculture: the production landscape units (PLU). In this article, we explore machine learning techniques, in the field of supervised classification, with methods based on decision trees, to identify and map the PLU. A case study is developed for the municipalities of Mocajuba and Cametá, in the Baixo Tocantins region, in the State of Pará, for 2021. We describe how to identify and map the PLU in an intra-municipal spatial unit of reference and how to associate them with the types of rural techno-productive trajectories or technological trajectories (TTs) found in the regional agrarian economy. We promote an initial discussion on the use of PLU in the structuring of integrated approaches in health. This article contributes to align debates on strategies for economic development with health promotion in the Brazilian Amazon.

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巴西亚马逊地区的综合健康-环境-经济方法:绘制生产景观单元。
农业经济及其社会主体和技术系统,调动了在巴西亚马逊地区产生社会和自然景观转变的要素。区域发展的选择会导致森林生态系统及其社会景观的可持续性或不可持续性,而在这一辩论中却不包括健康问题。我们认为,综合健康-环境-经济方法的分析框架需要一个与亚马逊农业生活和生产方式相关的景观的地域代表:生产景观单位(PLU)。在本文中,我们探索机器学习技术,在监督分类领域,基于决策树的方法,以识别和映射PLU。本项目将于2021年为帕尔州Baixo Tocantins地区的Mocajuba和camet市进行案例研究。我们描述了如何在城市内部空间参考单元中识别和绘制PLU,以及如何将它们与区域农业经济中发现的农村技术生产轨迹或技术轨迹(TTs)类型联系起来。我们提倡初步讨论在构建保健综合办法时使用公共卫生资源。本文有助于将经济发展战略的辩论与巴西亚马逊地区的健康促进结合起来。
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来源期刊
Cadernos de saude publica
Cadernos de saude publica 医学-公共卫生、环境卫生与职业卫生
CiteScore
5.30
自引率
7.10%
发文量
356
审稿时长
3-6 weeks
期刊介绍: Cadernos de Saúde Pública/Reports in Public Health (CSP) is a monthly journal published by the Sergio Arouca National School of Public Health, Oswaldo Cruz Foundation (ENSP/FIOCRUZ). The journal is devoted to the publication of scientific articles focusing on the production of knowledge in Public Health. CSP also aims to foster critical reflection and debate on current themes related to public policies and factors that impact populations'' living conditions and health care. All articles submitted to CSP are judiciously evaluated by the Editorial Board, composed of the Editors-in-Chief and Associate Editors, respecting the diversity of approaches, objects, and methods of the different disciplines characterizing the field of Public Health. Originality, relevance, and methodological rigor are the principal characteristics considered in the editorial evaluation. The article evaluation system practiced by CSP consists of two stages.
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