Evidence map›Paper›PMID 42627830›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Urban tree canopy fragmentation and child mortality in low- and middle-income countries.

Dengkai Chi, Daniel Richards, Gabriele Manoli, Jun Yang, John S Ji, Ye Zhang, Brenda Lin, Amy Hahs, Congqiang Liu, Yue Zhu and 5 more

Erratum issuedAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Dengkai ChiSchool of Earth System Science, Institute of Surface-Earth System Science, Tianjin University, Tianjin 300072, China.ORCID 0000-0003-4424-6689
Daniel RichardsBioeconomy Science Institute, Lincoln 7608, New Zealand.ORCID 0000-0002-8196-8421
Gabriele ManoliLaboratory of Urban and Environmental Systems, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland.ORCID 0000-0002-9245-2877
Jun YangDepartment of Earth System Science, Institute for Global Change Studies, Ministry of Education Ecological Field Station for East Asian Migratory Birds, Tsinghua University, Beijing 100084, China.ORCID 0000-0003-0824-749X
John S JiVanke School of Public Health, Tsinghua University, Beijing 100084, China.ORCID 0000-0002-5002-118X
Ye ZhangSchool of Architecture, Tsinghua University, Beijing 100084, China.
Brenda LinCommonwealth Scientific and Industrial Research Organisation Environment, Dutton Park, QLD 4102, Australia.ORCID 0000-0002-6011-9172
Amy HahsSchool of Agriculture, Food and Ecosystem Sciences, Burnley Campus, The University of Melbourne, Melbourne, VIC 3121, Australia.ORCID 0000-0003-0163-6732
Congqiang LiuSchool of Earth System Science, Institute of Surface-Earth System Science, Tianjin University, Tianjin 300072, China.
Yue ZhuSingapore-ETH Centre, Future Cities Laboratory Global, Singapore 138602, Singapore.
Yeshan QiuSingapore-ETH Centre, Future Cities Laboratory Global, Singapore 138602, Singapore.
Jing WangSingapore-ETH Centre, Future Cities Laboratory Global, Singapore 138602, Singapore.
Paolo BurlandoInstitute of Environmental Engineering, Eidgenössische Technische Hochschule Zurich, Zurich 8093, Switzerland.
Simone FatichiDepartment of Civil and Environmental Engineering, College of Design and Engineering, Singapore 117576, Singapore.ORCID 0000-0003-1361-6659
Puay Yok TanDepartment of Architecture, College of Design and Engineering, Singapore 117566, Singapore.ORCID 0000-0003-0378-590X

Funding

ETH Zürich Foundation (ETH Zurich Foundation) NANational Research Foundation Singapore NANew Zealand Ministry of Business, Innovation and Employment's Science and Innovation Group NASNSF Weave Lead Agency 213995
6 · The paper itself

Abstract

Exposure to urban green spaces is associated with lower risks of several leading causes of under-5 mortality (U5M). While urban development improves infrastructure, healthcare access, and socioeconomic conditions, rapid urbanization in low- and middle-income countries (LMICs) has also accelerated the loss and fragmentation of green spaces. Such fragmentation may weaken ecosystem services critical for child health and increase exposure to vector-borne infections, yet its implications for U5M remain poorly understood and must be weighed against the benefits of urbanization. Here, we quantified associations between urban tree canopy cover and canopy aggregation with all-cause U5M using individual-level longitudinal mortality data between 2000 and 2019 from 57 LMICs, and identified priority areas for expanding canopy cover and improving canopy aggregation across 98 LMICs using counterfactual scenario analyses. The association between canopy cover and U5M was nonlinear, with risk declining steeply at low-to-intermediate levels of canopy cover. At a given level of canopy cover, every 1% increase in tree-to-tree adjacency was associated with a 0.17% reduction in mortality risk (hazard ratio: 0.9983, 95% CI: 0.9972 to 0.9995). The largest contiguous high-priority areas were concentrated in the West Sudanian Savanna, the eastern Punjab region of Pakistan, and the Ganges-Brahmaputra Delta in Bangladesh, where high U5M burdens align with substantial potential to improve tree canopy. This study establishes a robust association between tree canopy characteristics and U5M across LMICs. We identify canopy cover and fragmentation as potentially modifiable risk factors, highlighting important implications of urban greening design for delivering cobenefits for child health and climate mitigation.

Indexed as

Child MortalityTreesDeveloping CountriesEcosystemHumansUrbanizationaggregationcounterfactual scenario analysisDHSgreen space configurationunder-5 mortality

Identifiers

PMID42627830
PMCPMC13506054

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.