ArticleScientific reports2026
Study on failure mechanism and non-contact monitoring of CSG dam structural model based on 3D laser scanning.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
At present, traditional monitoring equipment used in physical model tests of hydraulic engineering structures cannot provide visualized monitoring of local deformation and overall displacement of dam bodies. This paper uses 3D laser scanning technology to perform non-contactly monitor the deformation of the CSG dam model during the structural model failure test. By comparing it with traditional monitoring methods, the relationship between point cloud data and displacement is established, enabling real-time, visualized monitoring of the entire dam model. Additionally, an in-depth analysis of the dam failure mechanism is carried out based on the monitoring results. Test results show that: (1) The displacement distribution map obtained by 3D laser scanning indicates that the mutation values at K
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.