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Integrated health-environment-economy approach in the Brazilian Amazon

Mapping Production Landscape Units

Bibliographic Data

ID5167201
AuthorsAnielli Rosane De Souza (0000-0001-6888-8956, Instituto Nacional de Pesquisas Espaciais), Maria Isabel Sobral Escada (0000-0002-5822-8265, Instituto Nacional de Pesquisas Espaciais), Ana Paula Dal’asta (0000-0002-1286-9067, Instituto Nacional de Pesquisas Espaciais), Marcus Vinicius Gonçalves Da Silva (0009-0001-9904-9001, Universidade Federal de Lavras), Danilo Araujo Fernandes (0000-0003-1326-9626, Universidade Federal do Pará), Antonio Miguel Vieira Monteiro (0000-0003-1477-1749, Instituto Nacional de Pesquisas Espaciais)
Year2025
Volume41
Issuesuppl 1
Pagese00066424-e00066424
Publication date2025-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueCadernos de Saude Publica (JOURNAL)
Journal identifiersISSN: 0102-311X • E-ISSN: 1678-4464
PublisherFapUNIFESP (SciELO) (PUBLISHER)
DOI10.1590/0102-311xen066424
PMID40136140
OpenAlexW4408837743
LanguageEN
References cited18

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

Agrarian society · Agriculture · Amazon rainforest · Business · Economics · Environmental planning · Environmental resource management · Geography · Regional science · Structuring · Sustainability · Ecology · Organic Food and Agriculture · Zoonotic diseases and public health

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    Open Access•Carlos Moreira De Souza Júnior, Julia Z Shimbo et al.•Remote Sensing•2020

  • Bagging predictors

    Open Access•Leo Breiman•Machine Learning•1996

  • Epidemiology, Biodiversity, and Technological Trajectories in the Brazilian Amazon

    Open Access•Cláudia Torres Codeço, Ana Paula Dal’asta et al.•Frontiers in Public Health•2021

  • The Urban Gradient in Malaria-Endemic Municipalities in Acre

    Open Access•Ana Paula Dal’asta, Raquel Martins Lana et al.•International Journal of…•2018

  • O que é o urbano na Amazônia contemporânea? Implicações para a vigilância em saúde no bioma

    Open Access•Ana Cláudia Duarte Cardoso, Ana Paula Dal’asta et al.•Cadernos de Saude Publica•2023

  • Dinâmicas de ocupação e as transformações das paisagens na Amazônia, Brasil

    Open Access•Maria Isabel Sobral Escada, Silvana Amaral et al.•Cadernos de Saude Publica•2023

  • Território e trabalho

    Open Access•Karen De Nazareth Santos Nogueira, Francisco De Assis Costa et al.•Novos Cadernos NAEA•2018

Citation velocityhistorical
Highly citedNo

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Open DOIOpen Access
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