Evidence map›Paper›PMID 41663724›Full record

ArticleScientific reports2026

Calibration of physical and mechanical property parameters of broccoli seedling stalks.

Liming Qin, Yikang Gong, Kaixiang Zhang, Hebing Zhang, Di Wang

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. 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.

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2 · The registry

The trial behind it

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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

5 authors.

Liming QinResearch Institute of Motor and Intelligent Control Technology, Taizhou University, Jiaojiang, Taizhou, 318000, Zhejiang, China.
Yikang GongResearch Institute of Motor and Intelligent Control Technology, Taizhou University, Jiaojiang, Taizhou, 318000, Zhejiang, China.
Kaixiang ZhangResearch Institute of Motor and Intelligent Control Technology, Taizhou University, Jiaojiang, Taizhou, 318000, Zhejiang, China.
Hebing ZhangResearch Institute of Motor and Intelligent Control Technology, Taizhou University, Jiaojiang, Taizhou, 318000, Zhejiang, China.
Di WangWenZhou Polytechnic, WenZhou, 325035, ZheJiang, China. 2021000437@wzpt.edu.cn.

Funding

2022 Taizhou Agricultural Science and Technology Plan Project 22nya10General Research Project of the Zhejiang Provincial Department of Education Y202455684National-level Innovation and Entrepreneurship Training Programme for College Students 202310350045Taizhou Agricultural Science and Technology Plan Project 2023 23nya17
6 · The paper itself

Abstract

This study focuses on the problem of clamping damage during the mechanised transplanting of broccoli seedlings. Based on the physical and mechanical properties of broccoli seedlings, a bonding V2 particle adhesion model was constructed using the discrete element method to accurately simulate the mechanical behaviour of broccoli seedlings during mechanised transplanting. Six contact parameters and five adhesion parameters were selected using a Plackett-Burman(PB) experimental design, and the steepest ascent design was used to explore the effect of these parameters on the shear force and thus approximate the optimal parameter region. A quadratic model for the shear force and bonding parameters was established using a Box-Behnken Design(BBD) experiment, and the bonding parameters in the bonding V2 model were calibrated. The optimal bonding parameters determined were: normal and tangential contact stiffnesses of 2.014 × 109 N∙m− 3 and 1.00 × 109 N∙m− 3 respectively, critical normal and tangential stresses of 1.00 × 106 Pa, and a bond radius of 0.435 mm. Model validation was conducted using clamping deformation tests under practical clamping forces of 10–20 N on young ‘Yanxiu’ broccoli seedlings (30–40 days) with a stalk moisture content of 75.27–78.73% and a stalk diameter of 5.5 ± 0.05 mm. The relative errors between simulated and measured deformation were 8.57%, 11.63%, and 8.93% at clamping forces of 10, 15, and 20 N, respectively, supporting the rationality of the calibration method and parameter values within the validated conditions. The proposed workflow can be transferred to other vegetable seedlings; however, the calibrated parameter set is specific to the tested cultivar, moisture content, geometry, and loading range and should be recalibrated when these conditions change. The results provide a practical reference for designing clamping structures for mechanised transplanting of broccoli seedlings.

Indexed as

Bonding modelsBroccoli seedling stalksDiscrete element methodParameter calibration

Identifiers

PMID41663724
PMCPMC12957420

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.