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A study on the response of planting density to 3D plant shape plasticity and population light transmittance of maize
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Guangtao Wang, Guanmin Huang, Weiliang Wen, Sheng Wu, Xianju Lu, Bo Chen, Xinming Ma, Xinyu Guo, Chunjiang Zhao
Journal of Integrative Agriculture | 2026, 25(8) : 3208 - 3217
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Journal of Integrative Agriculture | 2026, 25(8): 3208-3217
• Crop Science •
A study on the response of planting density to 3D plant shape plasticity and population light transmittance of maize
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Guangtao Wang, Guanmin Huang, Weiliang Wen, Sheng Wu, Xianju Lu, Bo Chen, Xinming Ma, Xinyu Guo, Chunjiang Zhao
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#Correspondence Xinming Ma, E-mail: xinmingma@126.com; Xinyu Guo, E-mail: guoxy73@163.com; Chunjiang Zhao, E-mail: zhaocj@nercita.org.cn
doi: 10.1016/j.jia.2025.05.011
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Traditional two-dimensional (2D) analyses of maize (Zea mays L.) plant shape plasticity and canopy transmission under varying planting densities have limitations in capturing spatial heterogeneity.  This study used a three-dimensional (3D) phenotyping platform to investigate architectural plasticity across different maize varieties and planting densities.  Seven novel 3D architectural parameters were developed, and 3D canopy models were constructed for light distribution simulation.  At the vegetative stage 9 (V9) stage, medium planting density (67,500 plants ha–1, MD) increased plant side width and convex hull volume by 7.2 and 11.4%, respectively, compared to low planting density (37,500 plants ha–1, LD).  High planting density (97,500 plants ha–1, HD) increased the width and volume by 4.2 and 17.8%, respectively, compared with MD.  Similar changes were maintained at the V13 stage.  At the silking stage, the number of voxel volume plant (NVP) and projected area (PJA) decreased by 6.2 and 11.9%, respectively, under MD compared with LD, and by 4.9 and 3.6%, respectively, under HD compared with MD.  Across all densities, PJA and NVP in both MC812 and JNK728 were consistently lower than in ZD958.  A bottom light transmittance estimation model combining point cloud parameters with support vector regression achieved reliable predictions (R2=0.76, RMSE=2.89%).  The 3D canopy model effectively simulated population light distribution (R2=0.83, RMSE=8.53%).  NVP and PJA were identified as critical parameters affecting bottom canopy transmittance, suggesting their potential as 3D selection indices for maize density tolerance breeding.  These findings provide insights into stage-specific architectural plasticity and light interception, supporting molecular design breeding of density-tolerant maize.
irrigation regimes  /  source–sink relationship  /  grain formation  /  starch accumulation  /  grain yield
. 基于三维点云的玉米株形可塑性及群体透光率的密度响应研究. 农业科学学报(英文版), 2026 , 25 (8) : 3208 -3217 . DOI: 10.1016/j.jia.2025.05.011
Guangtao Wang, Guanmin Huang, Weiliang Wen, Sheng Wu, Xianju Lu, Bo Chen, Xinming Ma, Xinyu Guo, Chunjiang Zhao. A study on the response of planting density to 3D plant shape plasticity and population light transmittance of maize[J]. Journal of Integrative Agriculture, 2026 , 25 (8) : 3208 -3217 . DOI: 10.1016/j.jia.2025.05.011
Year 2026 volume 25 Issue 8
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doi: 10.1016/j.jia.2025.05.011
  • Online Date:2026-10-28
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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