Evidence map›Paper›PMID 41811816›Full record

ArticlePloS one2026

Surface geoenvironments shape organic matter inputs in iron-ore caves of Carajás, southeastern Amazonia.

Luiza Santos Reis, José Tasso Felix Guimarães, Cecília Yuki Gomes de Sá, Enrico Bernard, Luiz Carlos Ruiz Pessenda, Markus Gastauer, Paulo Eduardo de Oliveira

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Luiza Santos ReisInstituto Tecnológico Vale, Belém, Brazil.ORCID https://orcid.org/0000-0002-4006-7088
José Tasso Felix GuimarãesInstituto Tecnológico Vale, Belém, Brazil.
Cecília Yuki Gomes de SáUniversity of São Paulo, Institute of Geosciences, São Paulo, Brazil.
Enrico BernardUniversidade Federal de Lavras, Lavras, Brazil.
Luiz Carlos Ruiz PessendaUniversity of São Paulo, Center for Nuclear Energy in Agriculture, Piracicaba, Brazil.
Markus GastauerInstituto Tecnológico Vale, Belém, Brazil.ORCID https://orcid.org/0000-0002-9599-0902
Paulo Eduardo de OliveiraUniversity of São Paulo, Institute of Geosciences, São Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cave ecosystems rely heavily on organic matter inputs from the outside to support their trophic networks and biodiversity. In the iron-ore caves of Carajás, southeastern Amazonia, bat guano is a major source of organic matter and integrates signals from the surrounding landscape. Nevertheless, our understanding of the relative contributions from other surface-derived organic matter sources, and how these organic material sources are transported into cave environments is limited. Through a combination of carbon and nitrogen isotope analysis, carbon-to-nitrogen ratio, Bayesian mixing models, and compositional data analysis, the present study estimated for the first time, the contribution of different geoenvironmental units of ferruginous outcrops (canga) to cave deposits in four iron-ore caves of Carajás on a preliminary scale. The results indicate a consistent contribution of organic matter derived from poorly drained depressions, particularly swampy fields (median: 41.5-42.9%) and grasslands (median: 8.8-15.1%). These patterns suggest that water infiltration via fractures is an important pathway connecting the surface environment and underground systems, thereby contributing alongside the accumulation of bat guano. This study demonstrates the ecological importance of caves as integrative components of the surrounding landscape and further emphasizes the need to conserve both cave ecosystems and the surface ecosystems that support them by quantifying surface-subsurface connectivity.

Indexed as

CavesIronAnimalsBayes TheoremBrazilCarbon IsotopesEcosystemNitrogen IsotopesCarbon IsotopesIronNitrogen Isotopes

Identifiers

PMID41811816
PMCPMC12978501

What OpenQuestion holds

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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.