Evidence map›Paper›PMID 40195338›Full record

ArticleScientific reports2025

An innovative modelling technique for bimodal soil water characteristic curve under wetting process.

Nura Bello, Alfrendo Satyanaga, Sonny Irawan, Qian Zhai, Nurly Gofar, Jong Kim

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Nura BelloDepartment of Civil and Environmental Engineering, School of Engineering and Digital Sciences, Nazarbayev University, Kabanbay Batyr Ave., 53, 010000, Nur-Sultan, Kazakhstan.
Alfrendo SatyanagaDepartment of Civil and Environmental Engineering, School of Engineering and Digital Sciences, Nazarbayev University, Kabanbay Batyr Ave., 53, 010000, Nur-Sultan, Kazakhstan. alfrendo.satyanaga@nu.edu.kz.
Sonny IrawanDepartment Petroleum Engineering, School of Mining and Geosciences, Nazarbayev University, Kabanbay Batyr Ave., 53, 010000, Nur-Sultan, Kazakhstan.
Qian ZhaiSchool of Civil Engineering, Southeast University, Jiangsu, Nanjing, 211189, China.
Nurly GofarDepartment of Civil Engineering, Post Graduate Program, Universitas Bina Darma, Palembang, 30111, Indonesia.
Jong KimDepartment of Civil and Environmental Engineering, School of Engineering and Digital Sciences, Nazarbayev University, Kabanbay Batyr Ave., 53, 010000, Nur-Sultan, Kazakhstan.

Funding

Nazarbayev University 20122022FD4133
6 · The paper itself

Abstract

Accurate measurement and use of an appropriate soil-water characteristics curve (SWCC) is crucial because it underpins most other estimations and analyses in unsaturated soil mechanics. Since it is difficult to measure a complete SWCC in the laboratory without combining multiple test methods, mathematical equations are subsequently used to model the SWCC that covers the entire suction range (up to 10

Indexed as

Bimodal soilExponential functionHigh Suction polymer sensorUnsaturated soilWetting curve

Identifiers

PMID40195338
PMCPMC11977016

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.