Evidence map›Paper›PMID 40355473›Full record

ArticleScientific reports2025

Monitoring subsurface soil displacement in karst collapse by designing a MEMS-based spherical monitoring device.

Di Wu, Taiming Liang, Fan Jiang, Yanxin Yang, Qingpeng Pei, Jianjian Wu

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

6 authors.

Di Wu *School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin, 541004, China.
Taiming Liang *School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin, 541004, China.
Fan JiangNatural Resources Ecological Restoration Center of Guangxi Zhuang Autonomous Region, Nanning, 530028, Guangxi, China. 858544228@qq.com.
Yanxin YangSchool of Civil Engineering, Sichuan University of Science & Engineering, Zigong, 643002, China. yanxinyangswjtu@foxmail.com.
Qingpeng PeiGuangxi Guiguan Electric Power Co., Ltd., Nanning, 530029, China.
Jianjian WuSchool of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin, 541004, China.

Funding

Guangxi Science and Technology Major Program Grant AB23075096Guangxi Science and Technology Major Program under Grant AB23026028the Opening Project of Sichuan Province University Key Laboratory of Bridge Non-destruction Detecting and Engineering Computing 2023QYY01
6 · The paper itself

Abstract

To address challenges in monitoring subsurface soil displacement in karst collapse areas, a MEMS-based spherical monitoring device was developed to accommodate complex subsurface monitoring environments. Six sets of fixed-distance tests were designed to verify the flexibility of the spherical monitoring devices in moving with the sub-surface soil. Furthermore, four indoor model tests were conducted to acquire displacement data, which were developed from MEMS sensors and MEMS sensors with spherical shell arranged at identical positions. PIV was employed to analyze the monitoring accuracy of the MEMS spherical monitoring device and MEMS sensor in karst collapse model tests, to further evaluate the practicality of the spherical monitoring devices for monitoring in karst collapse. The results of the fixed-distance tests indicate that the spherical monitoring device effectively mitigates the influence of soil pressure on the monitoring cables. Model test results show that, in comparison to MEMS sensor, the MEMS spherical monitoring device exhibits a reduced average relative error of 23.09% in stable zone displacement measurements and 18.87% in the subsidence zone. This suggests that the MEMS-based spherical monitoring device better captures variations in sub-surface soil displacement. This paper provides a new insight for karst collapse monitoring and the application of MEMS sensors in geotechnical engineering.

Identifiers

PMID40355473
PMCPMC12069642

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.