黄瓜果实干物质分配的模拟:反映叶片位置和种植类型的气体交换特征

IF 8.7 1区 农林科学 Q1 Agricultural and Biological Sciences
Ha Rang Shin, Yu Hyun Moon, Ha Seon Sim, Tae Yeon Lee, Soo Bin Jung, Yong Jun Kim, Na Kyoung Kim, Jin Woo Lee, Tae Hyun Kim, Seunghyun Ban, Sung Kyeom Kim
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引用次数: 0

摘要

本研究旨在通过建立基于叶龄和种植类型的黄瓜果实光合特性模拟模型,预测黄瓜果实干物质分配。利用半强迫和强迫种植类型的叶片气体交换、生长和环境数据来校准模型,包括Farquhar-von Caemmerer-Berry (FvCB)模型和其他与生长有关的模型。FvCB模型显示,在所有种植类型中,老叶的Vcmax和Jmax值都有所降低,半强迫作物比强迫作物表现出更高的光合能力。结果表明,在预测果实干物质分配时,叶片位置特异性模拟模型比叶片位置无关模型具有更高的平均R2和更低的RMSE (g -2)。此外,偏倚比较表明,在叶片位置特定模型更大的一致性。这种方法允许种植者通过利用每个叶片位置的光合作用数据来优化环境策略。然而,为了进一步提高对冠层水平的预测,未来的模型应该纳入叶肉电导的温度依赖性和光周期效应。该研究强调了将生理和环境复杂性整合到作物模拟模型中的价值,为增强预测和开发跨各种种植情景的改进作物管理策略提供了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation of dry matter partitioning in cucumber fruits: reflecting gas exchange characteristics based on leaf position and cropping type
This study aimed to predict dry matter partitioning in cucumber fruit (Cucumis sativus L.) by developing a simulation model that integrates photosynthetic characteristics based on leaf age and cropping type. Leaf gas exchange, growth, and environmental data from semi-forcing and forcing cropping types were used to calibrate models including the Farquhar-von Caemmerer-Berry (FvCB) model and other growth-related models. The FvCB model revealed reduced Vcmax and Jmax values in older leaves across all cropping types, with semi-forcing crops showing higher photosynthetic capacities than forcing crops. Simulation results showed that, in predicting dry matter partitioning to fruit, the leaf position-specific simulation model exhibited higher average R2 and lower RMSE (g m-2) compared to the leaf position-independent model, which applied the middle leaf FvCB model across all leaf ranks. Additionally, bias comparisons indicated greater consistency in the leaf position-specific model. This approach allows growers to optimize environmental strategies by utilizing photosynthetic data form each leaf position. However, to further improve canopy-level predictions, future models should incorporate the temperature dependence of mesophyll conductance and the effects of photoperiodicity. This study underscores the value of integrating physiological and environmental complexities into crop simulation models, providing a foundation for enhanced predictions and the development of improved crop management strategies across various cultivation scenarios.
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来源期刊
Horticulture Research
Horticulture Research Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
11.20
自引率
6.90%
发文量
367
审稿时长
20 weeks
期刊介绍: Horticulture Research, an open access journal affiliated with Nanjing Agricultural University, has achieved the prestigious ranking of number one in the Horticulture category of the Journal Citation Reports ™ from Clarivate, 2022. As a leading publication in the field, the journal is dedicated to disseminating original research articles, comprehensive reviews, insightful perspectives, thought-provoking comments, and valuable correspondence articles and letters to the editor. Its scope encompasses all vital aspects of horticultural plants and disciplines, such as biotechnology, breeding, cellular and molecular biology, evolution, genetics, inter-species interactions, physiology, and the origination and domestication of crops.
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