Predicting yield loss in winter wheat due to frost damage during stem elongation in the central area of Huang-huai plain in China

霜冻(温度) 产量(工程) 环境科学 农学 粮食产量 冬小麦 生物 气象学 地理 材料科学 冶金
作者
Yongfeng Wu,Binhui Liu,Zhihong Gong,Xin Hu,Juncheng Ma,Dechao Ren,Hongjie Liu,Yongjing Ni
出处
期刊:Field Crops Research [Elsevier]
卷期号:276: 108399-108399 被引量:12
标识
DOI:10.1016/j.fcr.2021.108399
摘要

Natural frost during stem elongation of winter wheat is one of the most destructive weather-related events in the Huang-Huai plain of China. Early prediction for yield loss helps to guide the timely implementation of a post-frost management strategy. Currently, frost stress indices calculated using the minimum Stevenson screen temperature (ST) only consider the effects of low temperature and duration of frost damage, exhibiting a limited ability for the early prediction of yield loss. Therefore, this study aimed to propose a new index to improve the accuracy of early prediction for yield loss. In this study, Shangqiu was selected for a survey during 2015–2019 where we proposed a method to calculate the percent yield difference (PYD) based on samples of wheat collected during the reproductive stage. In addition, we considered the impact of the compensation of regenerated tillers on PYD. An integrated frost stress (IFS) index was proposed based on the hourly minimum grass temperature (GT) at the regional scale. The IFS index integrated the influence of low temperature, duration, and developmental progress of winter wheat on frost damage and was compared with two accumulated frost degree-days (AFDD) indices to predict PYD. Frost reduced the grain number per ear and grain yield significantly ( p < 0.05), and reduced ear number and 1000-grain weight to a lesser extent. The average PYD reached 18.3% in 2018, followed by 11.2% in 2015, 4.2% in 2016, and 1.8% in 2017. Regenerated tillers contributed to yield only if the PYD increased to a certain extent. Compensation by regenerated tillers for PYD in 2018 was only 2.8% and 0.4% in the experimental field and non-experimental fields, respectively, without significant impact ( p > 0.05) on the PYD. Compared with the AFDD indices, the IFS index improved the accuracy of early prediction for PYD significantly, with the lowest root mean square error (RMSE) of 6.4%, which showed the advantage of considering the developmental progress and the hourly GT. The IFS, which adopted a critical temperature of − 3 ℃, produced the best calibration model, with the highest interpretation rate of 69.5% for variation in PYD. Although the calibration model did not show the highest accuracy in the validation, its fitted line was closest to the 1:1 line, which indicated the smallest deviation of predicted PYD from measured PYD. This research demonstrated the potential of the IFS index calculated by hourly GT data to evaluate frost damage to winter wheat during stem elongation, which will help guide site-specific, post-frost management. • An integrated frost stress (IFS) index based on hourly minimum grass temperature was proposed. • The IFS integrated low temperature, frost duration, and developmental progress of winter wheat. • The IFS with a temperature of − 3 ℃ yielded the best accuracy for predicting percent yield difference.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
1秒前
脑洞疼应助hsa_ID采纳,获得10
3秒前
干净的南风应助CPPPPPP3采纳,获得10
3秒前
传统的砖家完成签到,获得积分20
5秒前
ppp发布了新的文献求助10
5秒前
桐桐应助漂亮乐蓉采纳,获得10
6秒前
7秒前
全宝林完成签到,获得积分10
7秒前
SICHEN发布了新的文献求助10
8秒前
iori完成签到,获得积分10
8秒前
英俊的铭应助聪慧的凝海采纳,获得10
8秒前
量子星尘发布了新的文献求助10
8秒前
铃溪完成签到,获得积分10
8秒前
刘文赋完成签到,获得积分10
8秒前
10秒前
11秒前
Sau1发布了新的文献求助10
12秒前
扭扭车完成签到,获得积分10
12秒前
clone2012完成签到,获得积分10
12秒前
清秀的鲂完成签到,获得积分10
13秒前
量子星尘发布了新的文献求助10
14秒前
SciGPT应助美满的大象采纳,获得10
14秒前
15秒前
15秒前
15秒前
领导范儿应助科研通管家采纳,获得10
15秒前
15秒前
情怀应助科研通管家采纳,获得10
15秒前
科研通AI6应助科研通管家采纳,获得10
15秒前
15秒前
16秒前
JamesPei应助科研通管家采纳,获得10
16秒前
科研通AI2S应助科研通管家采纳,获得10
16秒前
Akim应助科研通管家采纳,获得10
16秒前
华仔应助科研通管家采纳,获得10
16秒前
16秒前
16秒前
16秒前
科研通AI6应助YaoHui采纳,获得10
17秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Binary Alloy Phase Diagrams, 2nd Edition 8000
Comprehensive Methanol Science Production, Applications, and Emerging Technologies 2000
Building Quantum Computers 800
Translanguaging in Action in English-Medium Classrooms: A Resource Book for Teachers 700
二氧化碳加氢催化剂——结构设计与反应机制研究 660
碳中和关键技术丛书--二氧化碳加氢 600
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5660142
求助须知:如何正确求助?哪些是违规求助? 4831530
关于积分的说明 15089282
捐赠科研通 4818721
什么是DOI,文献DOI怎么找? 2578762
邀请新用户注册赠送积分活动 1533370
关于科研通互助平台的介绍 1492124