中国农业科学 ›› 2014, Vol. 47 ›› Issue (21): 4246-4256.doi: 10.3864/j.issn.0578-1752.2014.21.010

• 耕作栽培·生理生化·农业信息技术 • 上一篇    下一篇

农田尺度下冬小麦晚霜冻害空间差异及原因分析

武永峰1,胡新2,钟秀丽1,吕国华1,任德超2,宋吉青1   

  1. 1中国农业科学院农业环境与可持续发展研究所/农业部农业环境重点实验室,北京 100081
     2商丘市农林科学院小麦研究所,河南商丘 476000
  • 收稿日期:2014-01-06 修回日期:2014-08-05 出版日期:2014-11-01 发布日期:2014-11-01
  • 通讯作者: 宋吉青,E-mail:songjiqing@caas.cn
  • 作者简介:武永峰,E-mail:wuyongfeng@caas.cn
  • 基金资助:
    国家自然科学基金青年科学基金(31101074,51109214)

Study on Spatial Differences of Late Frost Injury to Winter Wheat and Its Reasons at Field Scale

WU Yong-feng1, HU Xin2, ZHONG Xiu-li1, LÜ Guo-hua1, REN De-chao2, SONG Ji-qing1   

  1. 1Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences/Key Laboratory of Agricultural Environment, Ministry of Agriculture, Beijing 100081
    2Wheat Research Institute, Shangqiu Academy of Agriculture and Forestry Sciences, Shangqiu 476000, Henan
  • Received:2014-01-06 Revised:2014-08-05 Online:2014-11-01 Published:2014-11-01

摘要: 【目的】揭示农田尺度下冬小麦晚霜冻害与产量关系及其空间分布规律,探讨其空间差异性原因,为冻害风险早期预判及影响因子调控提供先验知识和依据。【方法】选择矮抗58冬小麦品种作为研究对象,以2013年4月发生的3次自然霜冻为契机,构建死穗率、残穗率、残穗指数和减产率等晚霜冻害评价指标。基于商丘市一农户麦田内100个采样点(以5 m间隔定点)的小麦产量、冻害考察以及土壤肥力测定数据,运用多元线性逐步回归、地统计学、系统聚类、方差分析以及多重比较等方法对穗数、实际产量和晚霜冻害评价指标进行空间统计分析,探讨其与小麦发育进程、返青期土壤肥力因子的关系。【结果】逐步回归分析表明,死穗率是影响穗数的关键因子,呈负效应。影响实际产量的因子是残穗指数、死穗率和残穗率,3个因子均呈负效应,值越大,实际产量越低,其中残穗指数的影响最大(直接通径系数为-0.453)。影响减产率的因子为死穗率、残穗率和残穗指数,3个因子均为正效应,值越大,减产率越高,其中死穗率的影响最大(直接通径系数为0.626)。晚霜冻害具有显著的正空间自相关特性,冻害程度相近的样点在局域空间上呈集聚分布状态;在所有冻害评价指标中,减产率的空间集聚性最强(Moran’s I=0.5538)。冻害分区结果表明,随着冻害程度加深,穗数和实际产量显著降低(P<0.05);死穗率增幅最大(达271.3%),其次是残穗率和残穗指数(分别为36.4%和31.8%),它们共同成为导致减产率大幅攀升(增幅达132.1%)的因素;冻害程度最重的区域几乎连片分布,空间集聚性明显。小麦发育进程和返青期土壤养分的空间差异明显,与晚霜冻害具有一定空间关联性。土壤全氮、水解氮、速效磷、速效钾和有机质等与冻害指标之间达显著负相关(P<0.05),随着前期土壤养分含量降低,冻害程度呈加重趋势。前期持续干旱使得土壤含水量迅速下降,进一步加重了晚霜冻害的影响程度。【结论】在农田尺度下,晚霜冻害影响冬小麦穗数和实际产量的空间差异性明显,其空间分布与小麦发育进程和返青期土壤养分等因子有一定的关联性,这为在精细空间上进行冻害风险早期预判与因子调控提供了可能。

关键词: 冬小麦, 农田尺度, 晚霜冻害, 空间分区, 发育进程, 土壤肥力

Abstract: 【Objective】At the field scale, the study was conducted to investigate spatial differences of late frost injury to winter wheat and their influences on yields. The reasons for the spatial differences were discussed, which might provide a priori knowledge for predicting late frost damage and regulating influence factors.【Method】A frost-prone farmland in Shangqiu was selected as the study area where a winter wheat cultivar Aikang58 was sowed. Natural frost occurred in April 7, 10 and 21, 2013, when the winter wheat was in the periods from middle jointing to booting stage. At maturity, ear number and actual yield per square meter, and soil fertilities were respectively measured based on one hundred sampling points (the interval between samples is 5 m). Four indexes, such as dead ear rate (DER), injured ear rate (IER), injured ear index (IEI) and yield loss rate (YLR), were established to evaluate late frost damage. Their spatial differences and relations with ear number and actual yield were estimated using multiple linear stepwise regression method, geo-statistics method, cluster method, ANOVA and multiple comparison methods. In order to reveal the reasons for the spatial differences, late frost indexes related to developmental progressions of winter wheat and soil fertility factors were measured at early returning green stage. 【Result】 Through the stepwise regression, DER was found to be the only factor affected ear number and showed a negative effect. Factors, including IEI, DER and IER, all showed negative effects on actual yield. Of all the factors, IEI was the most powerful (its direct path coefficient reached -0.453) to actual yield. DER, IER and IEI were the factors impacted YLR and all showed positive effects, indicating that YLR increased with their increments. DER showed the most influence (its direct path coefficient was up to 0.626) on YLR. Late frost damage had a positive spatial autocorrelation (P<0.05). Sampling points with similar frost damage degrees tended to the clustering distribution in the local space. Of all the damage evaluation indexes, YLR showed the strongest clustering distribution (Moran’s I=0.5538). The result of frost damage divisions indicated that ear number and actual yield significantly decreased (P<0.05) with deepening frost injuries. The index DER showed the biggest increase (the amplitude reached 271.3%), followed by IER (36.4%) and IEI (31.8%). They comprehensively led to a sharp rise of YLR (132.1%). Sampling points with the most severe frost injury almost showed a contiguous distribution. Developmental progression of winter wheat and soil nitrogen in the turn-green stage showed obviously spatial differences and had a certain spatial correlation with late frost damage. A significant difference (P<0.05) was found between total nitrogen, hydrolysable nitrogen, available phosphorus, available potassium and organic matter and the frost evaluation indexes. As soil nutrient content reduced, frost damage had a deepening trend. After the green up, the persistent drought made the soil water content decreased rapidly, further exacerbating the extent of frost damage. 【Conclusion】 At the field scale, the spatial differences of ear number and actual yield influenced by late frost damage were obvious. The spatial pattern of frost damage was significantly related to the developmental progress of winter wheat and soil nitrogen at returning-green stage, indicating that it maybe has an opportunity to predict frost damage risks early and regulating influence factors in the fine scale.

Key words: winter wheat, field scale, late frost damage, spatial division, developmental progress, soil fertility