Digital Twin Modeling for Landslide Risk Scenarios in Mountainous Regions.

Lai Li, Bohui Tang, Fangliang Cai, Lei Wei, Xinming Zhu, Dong Fan

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 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.

Lai LiFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0009-0004-0830-4356

Bohui TangFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0000-0002-1918-5346

Fangliang CaiFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0009-0009-3236-1031

Lei WeiFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.

Xinming ZhuFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0000-0002-9256-5644

Dong FanFaculty of Land and Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China.ORCID 0000-0002-4604-176X

Funding

Ministry-Provincial Cooperation Pilot Project 2023ZRBSHZ048National Natural Science Foundation of China 42230109Platform Construction Project of High-Level Talent in the Kunming University of Science and Technology 7202221001Yunling Scholar Project of the "Xingdian Talent Support Program" of Yunnan Province 202221002

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

digital twinsdisplacement mutation sensitive zonelandslide monitoringMultiphysics couplingrain-induced landslide

Identifiers

PMID41600218

DOI10.3390/s26020421

PMCPMC12845812

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.