不同抽样方案在小农耕作系统中预测转基因玉米含量的有效性。

IF 4.5 2区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Yun-Syuan Jhong, Wen-Shin Lin, Tien-Joung Yiu, Yuan-Chih Su, Bo-Jein Kuo
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引用次数: 0

摘要

当转基因玉米种植在开阔的土地上时,在一定的气流条件下,它可能与附近的非转基因玉米异花授粉。合适的采样方法是追踪外来转基因含量的关键。利用田间数据和自举模拟,对台湾地区小块玉米田常用的非定源基因含量抽样方案进行了评价。采用考虑亚洲农业景观中常见的田间边界影响的花粉传播模型来预测异花授粉(CP)率。对于2009-1年的现场数据,六样带(Tsix)、低期望流量的JM方法(JM[L])、高期望流量的JM方法(JM[H])和v形样带(TV)方法的效果与简单随机抽样(SRS)方法相当。t6、TV、JM(L)和JM(H)所需样本量仅为SRS所需样本量的13%或更少。通过对2009-2年和2010-1年现场数据的模拟和验证,我们得出结论,Tsix、TV、JM(L)和系统随机抽样方法在CP率预测方面的效果与SRS相同。本研究结果可为监测小农农业国家玉米花粉传播趋势提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Effectiveness of different sampling schemes in predicting adventitious genetically modified maize content in a smallholder farming system.

Effectiveness of different sampling schemes in predicting adventitious genetically modified maize content in a smallholder farming system.

Effectiveness of different sampling schemes in predicting adventitious genetically modified maize content in a smallholder farming system.

Effectiveness of different sampling schemes in predicting adventitious genetically modified maize content in a smallholder farming system.

When genetically modified (GM) maize is planted in an open field, it may cross-pollinate with the nearby non-GM maize under certain airflow conditions. Suitable sampling methods are crucial for tracing adventitious GM content. By using field data and bootstrap simulation, we evaluated the performance of common sampling schemes to determine the adventitious GM content in small maize fields in Taiwan. A pollen dispersal model that considered the effect of field borders, which are common in Asian agricultural landscapes, was used to predict the cross-pollination (CP) rate. For the 2009-1 field data, the six-transect (Tsix), JM method for low expected flow (JM[L]), JM method for high expected flow (JM[H]), and V-shaped transect (TV) methods performed comparably to simple random sampling (SRS). Tsix, TV, JM(L), and JM(H) required only 13% or less of the sample size required by SRS. After the simulation and verification of the 2009-2 and 2010-1 field data, we concluded that Tsix, TV, JM(L), and systematic random sampling methods performed equally as well as SRS in CP rate predictions. Our findings can serve as a reference for monitoring the pollen dispersal tendencies of maize in countries with smallholder farming systems.

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来源期刊
Gm Crops & Food-Biotechnology in Agriculture and the Food Chain
Gm Crops & Food-Biotechnology in Agriculture and the Food Chain Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
8.10
自引率
10.30%
发文量
22
期刊介绍: GM Crops & Food - Biotechnology in Agriculture and the Food Chain aims to publish high quality research papers, reviews, and commentaries on a wide range of topics involving genetically modified (GM) crops in agriculture and genetically modified food. The journal provides a platform for research papers addressing fundamental questions in the development, testing, and application of transgenic crops. The journal further covers topics relating to socio-economic issues, commercialization, trade and societal issues. GM Crops & Food aims to provide an international forum on all issues related to GM crops, especially toward meaningful communication between scientists and policy-makers. GM Crops & Food will publish relevant and high-impact original research with a special focus on novelty-driven studies with the potential for application. The journal also publishes authoritative review articles on current research and policy initiatives, and commentary on broad perspectives regarding genetically modified crops. The journal serves a wide readership including scientists, breeders, and policy-makers, as well as a wider community of readers (educators, policy makers, scholars, science writers and students) interested in agriculture, medicine, biotechnology, investment, and technology transfer. Topics covered include, but are not limited to: • Production and analysis of transgenic crops • Gene insertion studies • Gene silencing • Factors affecting gene expression • Post-translational analysis • Molecular farming • Field trial analysis • Commercialization of modified crops • Safety and regulatory affairs BIOLOGICAL SCIENCE AND TECHNOLOGY • Biofuels • Data from field trials • Development of transformation technology • Elimination of pollutants (Bioremediation) • Gene silencing mechanisms • Genome Editing • Herbicide resistance • Molecular farming • Pest resistance • Plant reproduction (e.g., male sterility, hybrid breeding, apomixis) • Plants with altered composition • Tolerance to abiotic stress • Transgenesis in agriculture • Biofortification and nutrients improvement • Genomic, proteomic and bioinformatics methods used for developing GM cops ECONOMIC, POLITICAL AND SOCIAL ISSUES • Commercialization • Consumer attitudes • International bodies • National and local government policies • Public perception, intellectual property, education, (bio)ethical issues • Regulation, environmental impact and containment • Socio-economic impact • Food safety and security • Risk assessments
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