Evidence map›Paper›PMID 41677727›Full record

ArticleBiology2026

Exploratory Assessment of Short-Term Antecedent Modeled Flow Memory in Shaping Macroinvertebrate Diversity: Integrating Satellite-Derived Precipitation and Rainfall-Runoff Modeling in a Remote Andean Micro-Catchment.

Gonzalo Sotomayor, Raúl F Vázquez, Marie Anne Eurie Forio, Henrietta Hampel, Bolívar Erazo, Peter L M Goethals

Abstract read
In one paragraph

Article in Biology, 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

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

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

6 authors.

Gonzalo SotomayorFacultad de Ingeniería, Universidad de los Hemisferios, Paseo de la Universidad, 300, Quito 170147, Pichincha, Ecuador.ORCID 0000-0003-3743-4526
Raúl F VázquezDepartamento de Ingeniería Civil, Facultad de Ingeniería, Universidad de Cuenca, Av. 12 de Abril S/N, Cuenca 010101, Azuay, Ecuador.ORCID 0000-0003-2581-5372
Marie Anne Eurie ForioDepartment of Animal Sciences and Aquatic Ecology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium.ORCID 0000-0001-6675-4751
Henrietta HampelLaboratorio de Ecología Acuática (LEA), Facultad de Ciencias Químicas, Universidad de Cuenca, Víctor Manuel Albornoz S/N y Av. de los Cerezos, Cuenca 010215, Azuay, Ecuador.ORCID 0000-0003-2249-5369
Bolívar ErazoInstituto Nacional de Meteorología e Hidrología (INAMHI), Quito 170517, Pichincha, Ecuador.ORCID 0000-0002-8071-7807
Peter L M GoethalsDepartment of Animal Sciences and Aquatic Ecology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Estimating runoff in ungauged catchments remains a major challenge in hydrology, particularly in remote Andean headwaters where limited accessibility and budgetary constraints hinder the long-term operation of monitoring networks. This study integrates satellite-derived rainfall data, hydrological modeling, and benthic macroinvertebrate diversity analysis to explore how short-term antecedent flow conditions relate to temporal variation in community structure. The research was conducted in a pristine 0.26 km

Indexed as

benthic macroinvertebrateshydrological memoryrainfall–runoff modelingsatellite-derived rainfallungauged catchments

Identifiers

PMID41677727
PMCPMC12897420

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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.