Evidence map›Paper›PMID 42389170›Full record

ArticleData in brief2026

Identifying the fresh vegetables foodshed of Brazzaville: A new dataset from a market-based survey.

Joaquin Ameller, Prince Loïque Maba Ngouloubi, Paule Moustier

Abstract read
In one paragraph

Article in Data in brief, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Joaquin AmellerCIRAD, UMR MoISA, F-34398 Montpellier, France.
Prince Loïque Maba NgouloubiInstitut Supérieur des Sciences Géographiques, Environnementales et de l'Aménagement (ISSGEA), Université DENIS SASSOU-N'GUESSO, Brazzaville, Republic of the Congo.
Paule MoustierCIRAD, UMR MoISA, F-34398 Montpellier, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This dataset documents vegetable supply flows in Brazzaville, compiled through a targeted survey of wholesale and retail vendors operating in the city's main markets. The survey aimed to capture information on 16 vegetables inflows during one day in dry and rainy seasons. Data describes food flows in terms of value, volume, and origins including production sites, regions and intermediary vendors if applicable. The dataset was produced using field-based questionnaires. Surveyors conducted in-person interviews with market vendors, recording prices, quantities and details on sourcing locations. The resulting data provides harmonized variables describing food flows and supply nodes. This new dataset offers a detailed mapping of the channels through which vegetables reach the city of Brazzaville and provides a basis for examining spatial patterns of supply and vendor networks. Such data had not been produced since the 1990s. The dataset can be reused for research and planning analyses related to food provisioning, food system organization, transport logistics, and market dynamics. It also offers potential for comparative work with similar datasets from other urban contexts, especially in Central African cities, as well as for integration into modelling exercises exploring food flows and market accessibility.

Indexed as

Food flowsFoodshedMarket surveyVegetable supply chain

Identifiers

PMID42389170
PMCPMC13320381

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LicenceCC BY
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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.