Evidence map›Paper›PMID 42197576›Full record

ArticlePlants (Basel, Switzerland)2026

Construction of an Evaluation System and Comprehensive Assessment of the Suitability of Different Processing Peppers for Mechanized Transplanting and Harvesting.

Biyi Liu, Shudong Zhou, Sha Yang, Jie Li, Wei Peng, Zhixuan Wang, Jingxuan Kuang, Junwei Wang

Abstract read
In one paragraph

Article in Plants (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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Biyi LiuCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.
Shudong ZhouInstitute of Vegetables, Hunan Academy of Agricultural Sciences, Changsha 410125, China.
Sha YangCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.
Jie LiInstitute of Vegetables, Hunan Academy of Agricultural Sciences, Changsha 410125, China.ORCID 0000-0002-1874-9816
Wei PengCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.
Zhixuan WangCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.
Jingxuan KuangCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.
Junwei WangCollege of Horticulture, Hunan Agricultural University, Changsha 410128, China.

Funding

National Key Research and Development Program of China 2024YFD2000801-5Scientific Research Project of Hunan Agricultural University 25KJ029
6 · The paper itself

Abstract

To address the current mismatch between processing pepper cultivars and the requirements of mechanized production, this study aims to construct a comprehensive evaluation model for the suitability of mechanized transplanting and harvesting, thereby screening highly adaptable varieties. An evaluation system comprising eight indicators for the transplanting stage and thirteen indicators for the harvesting stage was established using 105 processing pepper varieties (including 56 erect-fruit and 49 pendent-fruit peppers). Variation analysis, hierarchical clustering, principal component analysis (PCA), and Pearson correlation analysis were integrated to reveal the clustering effects of the cultivars and the synergistic and antagonistic relationships among the indicators. Furthermore, a combined CRITIC-VIKOR model was applied to conduct a multi-criteria comprehensive ranking of mechanization suitability. The results indicated that the biomechanical properties of processing peppers exhibited a significantly higher degree of variation than conventional morphological indicators (e.g., the coefficient of variation for lodging resistance reached 93.60%). Significant differences were observed in the mechanization adaptation mechanisms between the two pepper types: erect-fruit peppers were primarily limited by fruiting branch toughness (weight: 5.907%), whereas pendent-fruit peppers were mainly constrained by fruit morphological uniformity. Compared with the traditional PCA model, the CRITIC-VIKOR model effectively identified varieties with critical biomechanical defects by constraining the "individual regret value", which highly aligns with Liebig's Law of the Minimum in mechanized operations. Based on this model, varieties with superior comprehensive mechanization adaptability were successfully identified, notably C21, C55, and C23 (erect-fruit peppers), and D20, D11, and D19 (pendent-fruit peppers). This study provides a theoretical foundation and mathematical modeling support for the directional breeding of mechanization-suitable cultivars, the integration of agronomy and agricultural machinery, and the quantitative evaluation of multi-trait pyramiding in processing peppers.

Indexed as

biomechanical propertiesCRITIC–VIKOR modelmechanized operationmulti-criteria decision-makingprocessing pepper

Identifiers

PMID42197576
PMCPMC13210977

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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.