基于连续统去除和偏最小二乘回归的油菜SPAD高光谱估算

【目的】探讨油菜叶绿素含量的高光谱估算方法,为实现油菜叶片叶绿素含量的高效、无损、大面积监测提供理论依据。【方法】以陕西省关中地区油菜叶片为研究对象,分别测定苗期、蕾薹期、开花期及角果期的叶片高光谱数据和SPAD值,提取各生育期连续统去除光谱和7类光谱吸收特征参数,分析原始光谱、连续统去除光谱、光谱吸收特征参数与SPAD值之间的相关关系,构建基于原始光谱特征波段、连续统去除光谱特征波段、光谱吸收特征参数的SPAD估算模型,并对模型精度进行验证。【结果】在可见光范围,光谱反射率由蕾薹期、开花期、苗期到角果期依次递增,最大吸收深度和吸收谷面积逐渐增大。利用连续统去除光谱特征波段与吸收特征参数,分别建立的油菜各生育期叶片SPAD估算模型均优于原始光谱。运用连续统去除光谱特征波段结合最优吸收特征参数构建的偏最小二乘回归估算模型,是进行油菜叶片SPAD估算的最优模型。【结论】连续统去除法对不同生育期油菜叶片叶绿素相对含量具有较好的预测能力,是估算油菜叶片SPAD值的一种实时高效方法。     

Responses of aerobically grown iron chlorosis tolerant and susceptible rice (Oryza sativa L.) genotypes to soil iron management in an Inceptisol

Iron deficiency is a serious nutritional disorder in aerobic rice, causing chlorosis, poor yields and reduced grain nutritional quality. The problem can be managed by complementing the use of Fe-efficient plant type with a suitable Fe management strategy. In the present paper, we report the effect of eight iron management practices to resolve the problem of iron (Fe) chlorosis through the use of an iron deficiency tolerant (IDTR) and iron deficiency susceptible (IDSR) rice genotype, i.e. Pusa 33 and ADT 39, respectively. Fe deficiency tolerance of these genotypes was related to the root release of PS which enabled a higher uptake of Fe in the IDTR than the IDSR under Fe deficiency. In general, IDTR performed better than the IDSR as evident from a significant increase in total iron, active iron, chlorophyll content and grain and straw yield. IDSR produced the highest grain and straw yield under slow iron release nano clay complex source. Grain Fe content of the IDTR and IDSR increased by 18.9 and 13.4%, respectively, under recommended dose of Fe. The results identified the most effective soil management strategies for the alleviating Fe deficiency chlorosis and improving Fe nutrition of both IDTR and IDSR genotypes.     

Relationships of spectral traits with yield and nutritional quality of snap beans (Phaseolus vulgaris L.) in dry seasons

Four snap bean varieties (green and yellow-podded) were grown in three water supplies (regularly irrigated, deficit-irrigated and non-irrigated) in order to examine the spectral reflectance at leaf and canopy levels, leaf area index (LAI) and their relationships with the yield and nutritional quality at the University of Debrecen, Debrecen, Hungary from 2011 to 2013. Under non-irrigated condition, the plant height decreased, SPAD values were high but LAI and normalized difference vegetation index (NDVI) were low. The difference in SPAD values was higher between the varieties during flowering under non-irrigated condition and it was more pronounced during pod development using deficit irrigation. In dry years, non-irrigated condition SPAD did not correlate with the yield but during pod development it was correlated with the dry matter content of the pods. The relationship of SPAD with protein and crude fiber content of pods was strongly dependent on the cropping years. Under deficit-irrigated condition, NDVI measured during flowering and pod development correlated closely with the yield where a higher NDVI (0.85) predicted either 6 or 9.5 t ha^?1 of yield depending on the variety. Under this condition Serengeti variety with green pods was prominent based on the studied traits among the varieties.     

Possibility of using a SPAD chlorophyll meter to establish a normalized threshold index of nitrogen status in different potato cultivars

Leaf SPAD values are thought to be an indicator of potato nitrogen (N) status; however, when making plant N diagnosis, no single threshold leaf SPAD value can be used for all potato cultivars because of cultivar variation. We conducted field experiments over 3?years to test whether the difference in SPAD values between the upper and lower leaves was consistent among potato cultivars, and whether this value responded to N application levels. The results showed cultivar affects the SPAD values of the fourth and eighth leaves (SPAD_L4 and SPAD_L8), but not SPAD_L4-8, the difference between SPAD_L4 and SPAD_L8. Moreover, the SPAD_L4-8 values responded well to N application levels. Therefore the SPAD_L4-8 could be applied as a general index of N status across different potato cultivars, and establishing a threshold SPAD_L4-8 value might be more useful in guiding N fertilization recommendations for different potato cultivars.     

除草剂减量施用对麦田杂草的防治效果及对叶绿素SPAD值的影响

探讨除草剂减施对麦田杂草的防治效果,以及对小麦生长过程中叶绿素SPAD值变化的影响。结果表明,药后45 d,10%苯磺隆WP 9.00 g/hm~2处理(减施60.00%)、10%苯磺隆WP 9.00 g/hm~2+5%(唑啉草酯+炔草酯)EC 30.00 g/hm~2处理(减施60.00%)、7%双氟·炔草酯OD 63.00 g/hm~2处理(减施25.00%)和28%唑草·苯磺隆WP 16.80 g/hm~2处理(减施33.33%)对麦田阔叶杂草的鲜质量防效分别为98.64%、98.99%、98.54%和98.68%,表明除草剂减量施用对麦田杂草仍具有较好的防效。施用除草剂后,小麦叶片叶绿素SPAD值呈现先下降再上升的趋势。药后3 d、5 d、7 d,28%唑草·苯磺隆WP 33.60 g/hm~2处理(增施33.33%)小麦叶片叶绿素SPAD值显著低于7%双氟·炔草酯OD 63.00 g/hm~2处理(减施25.00%)、10%苯磺隆WP 9.00 g/hm~2处理(减施60.00%)和空白对照(CK)的叶绿素SPAD值,低于其他处理的叶绿素SPAD值。     

Effect of different levels of nitrogen in nutrient solution and crop system on nitrate accumulation in endive

With the objective of studying the effect of two nutrient solutions and two crop systems (greenhouse and openfield) on nitrate accumulation, incidence of tipburn and chlorophyll content, endive (cv. Cuartana) was planted in 8 L pots, filled with a mixture of coconut coir:perlite (1:1) in three different cycles C1 (winter), C2 (spring) and C3 (summer). Plants were irrigated with two nutrient solutions of different nitrate content: S1, low ([NO^?₃] = 7.91 mmol L^?1) and S2 moderate nitrate content ([NO^?₃] = 16.91 mmol L^?1). Nitrate content was determined by reflectometry, tipburn was evaluated using a qualitative scale and chlorophyll content by soil plant analysis development(SPAD) values. Plants irrigated with S2 showed higher nitrate accumulation in leaves in all cycles, however, no influence of the nutrient solution was observed on the incidence of tipburn. Greenhouse-cultivated plants accumulated more nitrates than those cultivated in open field and also showed a higher incidence of tipburn and SPAD values.     

甜瓜种质叶部SPAD值的变异分析

为了探讨不同甜瓜种质资源叶部SPAD值分布,以210份甜瓜种质为试材,分析了甜瓜开花期和坐果期叶部SPAD值的变异。结果表明,开花期叶部SPAD值野生甜瓜最大,其次为厚皮甜瓜、薄皮甜瓜;坐果期厚皮甜瓜叶部SPAD值最大,叶部SPAD值基本符合正态分布,属于数量性状。开花期与坐果期叶部SPAD值之间均呈极显著相关,叶部SPAD值随着叶位升高而增加,中部叶位L14的叶部SPAD值最大,且变异系数最小,可作为甜瓜叶部SPAD值的测定叶位。基于种质的SPAD值、种质类型及来源,210份甜瓜种质可聚为4类,各类SPAD值分布范围出现一定差异。研究结果可为甜瓜种质资源的评价利用提供参考依据。     

模拟氮沉降对一年生香椿幼苗生长和光合特性的影响

为研究氮沉降对一年生香椿(Toonasinensis)幼苗夏季生长以及光合特性的影响,通过在夏季模拟氮沉降控制试验,以尿素为氮源供体,设置0kg(N)×hm~(-2)×a~(-1)(CK)、20kg(N)×hm~(-2)×a~(-1)、40kg(N)×hm~(-2)×a~(-1)、80kg(N)×hm~(-2)×a~(-1)、120 kg(N)×hm~(-2)×a~(-1)、180 kg(N)×hm~(-2)×a~(-1)不同氮添加水平以模拟氮沉降,对香椿幼苗地径、苗高、生物量及其分配和光合作用等进行研究。结果表明:1)不同氮添加量均促进了香椿幼苗地径、苗高和生物量的增加,地径、苗高和生物量均以氮添加水平180kg(N)×hm~(-2)×a~(-1)下最高,分别较CK高42.5%、64.4%和304.9%,且生物量向根、叶分配较多; 2)香椿幼苗叶片相对叶绿素含量(SPAD)随氮添加水平的增加而增加,在180 kg(N)×hm~(-2)×a~(-1)下最高,较CK增加73.9%;3)香椿幼苗表观量子效率(AQY)、最大净光合速率(Pnmax)、光饱和点(LSP)、光补偿点(LCP)以及暗呼吸速率(Rd)随氮添加水平的增加均呈现先升高后降低的趋势,其中LCP以80 kg(N)×hm~(-2)×a~(-1)下最高, AQY、Pnmax、LSP和Rd均以120kg(N)×hm~(-2)×a~(-1)下最高。结果表明,适量氮沉降能够促进香椿幼苗生长和光合能力的提高,但更高水平的氮沉降可能对香椿幼苗产生一定抑制作用。     

棉花芽黄材料主要光合特性和农艺性状的研究

以v1、v2、v3、v4、v5v6、v8、v9、v10、v11、v13、v14、v15、v16v17、v18、v19、vg和彭泽芽黄等17份芽黄突变体材料及中棉所58突变体中58vsp为研究对象,测定了各材料不同时期不同叶位的SPAD值、叶绿素荧光参数最大光化学效率值(Fv/Fm)和光系统Ⅱ量子产量(φPSⅡ),同时对各芽黄突变体材料的主要农艺性状和纤维品质性状进行了调查和研究。结果表明,芽黄材料作为一种叶色突变体,其叶片相对叶绿素含量在不同时期、不同叶位的差异较大,各芽黄材料均以倒5叶或倒4叶的SPAD值最高,刚展平的倒2叶的SPAD值最小,其中中58vsp的倒2叶SPAD值最低;随着植株的发育,所有芽黄材料在7月5日、15日其倒4、倒5叶的SPAD值达到最大。与光合作用密切相关的最大光化学效率值(Fv/Fm)和PSⅡ量子产量(φPSⅡ)在各芽黄突变体材料之间差异也较大,其中v2最高,v3、v19最低。另外还发现各芽黄突变体材料的主要农艺性状和纤维品质性状存在较大的差异。本文对于不同芽黄突变体材料特性的初步研究,将为更好地将芽黄突变体用于棉花遗传育种和分子生物学研究打下了理论基础。     

二氧化钛喷施剂在不同光照强度下对离体烟叶SPAD值的影响

采用室内试验方法,将成熟期离体烤烟上部叶置于不同光照强度的人工气候箱中,在相同的温湿度下对烟叶喷施不同的试剂处理,使用SPAD-502仪对烟叶每个时间点的相对叶绿素含量进行测定.结果表明:在相同的光照强度下,0.45g/L的二氧化钛复合氧化石墨烯喷施处理在72h内能保持较高的相对叶绿素含量;而同一喷施处理下,光照强度的增加会加快烟叶中叶绿素的降解进程.