Evidence map›Paper›PMID 41951717›Full record

ArticleScientific reports2026

Fine-scale temporal and spatial dynamics of Ae. albopictus response to larviciding with Bacillus thuringiensis israelensis in Heidelberg, Germany.

Charles R S Hatfield, Pascale C Stiles, Prasad Liyanage, Jerome N Baron, Artin Tokatlian Rodriguez, Norbert Becker, Alexander Zipf, Michael Beigl, Joacim Rocklöv

Abstract read
In one paragraph

Article in Scientific reports, 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

9 authors.

Charles R S HatfieldInterdisciplinary Centre for Scientific Computing, Heidelberg University, Heidelberg, Germany.
Pascale C StilesHeidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg, Germany.
Prasad LiyanageHeidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg, Germany.
Jerome N BaronHeidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg, Germany.
Artin Tokatlian RodriguezICYBAC Mosquito Control GmbH, Speyer, Germany.
Norbert BeckerICYBAC Mosquito Control GmbH, Speyer, Germany.
Alexander ZipfHeidelberg Institute for Geoinformation Technology, Heidelberg, Germany.
Michael BeiglTECO, Karlsruhe Institute of Technology, Karlsruhe, Germany.
Joacim RocklövInterdisciplinary Centre for Scientific Computing, Heidelberg University, Heidelberg, Germany. joacim.rocklov@umu.se.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The mosquito Aedes albopictus is expanding across Europe, raising concerns due to its ability to transmit arboviruses. The larvicide Bacillus thuringiensis subsp. israelensis (Bti) plays a central role in controlling the spread of Ae. albopictus. The objective of this study is to assess the temporal effectiveness of Bti as a control method using fine-scale spatiotemporal data and a distributed lag non-linear modelling framework. We analyzed 1,320 ovitrap observations from 195 traps alongside records of 4,387 Bti treatments and local environmental conditions for the entire 2023 mosquito season in Heidelberg, Germany. Bti treatments produced a clear reduction in egg counts, with the strongest marginal effects occurring 6-13 days after treatment with efficacy diminishing thereafter at lower treatment counts, while higher counts demonstrated sustained effects. Cumulatively, Bti was highly effective at reducing egg counts even at moderate treatment levels, and a counterfactual no Bti scenario suggested that Bti treatments reduced seasonal egg production by an estimated 41.9% (95% CI 24.4% - 58.5%) and prevented total establishment across the study site. These results demonstrate that Bti can substantially reduce Ae. albopictus populations in urban settings, though its limited temporal efficacy underscores the need for repeated interventions to prevent establishment and spread.

Indexed as

AedesBacillus thuringiensisMosquito ControlPest Control, BiologicalAnimalsGermanyLarvaSeasonsSpatio-Temporal Analysis

Identifiers

PMID41951717
PMCPMC13068888

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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.