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高光谱图像检测马铃薯植株叶绿素含量垂直分布 被引量:35
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作者 孙红 郑涛 +3 位作者 刘宁 程萌 李民赞 Zhang Qin 《农业工程学报》 EI CAS CSCD 北大核心 2018年第1期149-156,共8页
为了检测马铃薯作物叶绿素含量,该文按照叶片垂直分布位置采集马铃薯叶片样本的成像高光谱数据,提取并计算了400个划分区域的平均光谱,使用手持式SPAD-502叶绿素仪测定了相应位置的SPAD(soil plant analysis development)值。采用标准... 为了检测马铃薯作物叶绿素含量,该文按照叶片垂直分布位置采集马铃薯叶片样本的成像高光谱数据,提取并计算了400个划分区域的平均光谱,使用手持式SPAD-502叶绿素仪测定了相应位置的SPAD(soil plant analysis development)值。采用标准正态变量校正(standard normal variate,SNV)方法对光谱数据进行预处理,分析了开花期植株自下而上垂直叶位间光谱和叶绿素分布关系,其光谱反射率在382~700 nm区间随叶位的升高反射率增加(上>中>下),在700~1 019 nm范围下叶位反射率高于上部和中部叶位(下>上>中),且SPAD均值依次为36.41、43.11、47.04。分别采用相关系数分析法和随机蛙跳(random frog,RF)算法筛选叶绿素含量敏感波长,并建立偏最小二乘回归(partial least squares regression,PLSR)模型。结果如下:基于相关系数分析法筛选的12个敏感波长主要位于530~550和706~708nm范围,建模精度RC2为0.7 588,验证精度RV2为0.5 773;基于random frog算法筛选的11个敏感波长(554.62、560.26、575.04、576.35、595.09、604.7、649.44、731.8、752.78、786.38、789.97 nm),建模精度RC2为0.8 423,验证精度RV2为0.7 676。选取RF-PLS模型计算马铃薯叶片每个像素点的叶绿素含量,绘制不同叶位马铃薯叶片叶绿素含量可视化分布图,结果可反映马铃薯在开花期植株上叶片叶绿素动态响应关系,实现了不同叶位马铃薯叶片叶绿素含量无损检测以及分布可视化表达。 展开更多
关键词 光谱分析 作物 叶绿素 垂直分布 马铃薯作物 随机蛙跳算法 高光谱成像
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马铃薯冠层光谱响应特征参数优化与生长期判别 被引量:9
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作者 孙红 刘宁 +3 位作者 邢子正 张智勇 李民赞 吴静珠 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2019年第6期1870-1877,共8页
快速判别马铃薯作物的生长进程是指导田间关键生长期科学水肥管理的重要依据。研究在马铃薯发棵期(M1)、块茎形成期(M2)、块茎膨大期(M3)和淀粉积累期(M4)四个关键生长期,利用ASD便携式光谱仪采集80个样本区的314组作物冠层反射率数据,... 快速判别马铃薯作物的生长进程是指导田间关键生长期科学水肥管理的重要依据。研究在马铃薯发棵期(M1)、块茎形成期(M2)、块茎膨大期(M3)和淀粉积累期(M4)四个关键生长期,利用ASD便携式光谱仪采集80个样本区的314组作物冠层反射率数据,并同步采集叶片测定叶绿素含量。在光谱数据预处理后,分析了马铃薯不同生长期的光谱反射率变化特征,并初步选取了光谱“峰谷”响应参数,提出了一种基于方差分析与变量减少组合的光谱参数筛选算法(variance analysis combined with variable reduction,VACVR)用于明确光谱学响应的优化指标,采用Kennard-Stone(K-S)法划分样本集,最终基于支持向量机(support vector machine,SVM)方法建立马铃薯关键生长期判别模型。针对光谱数据,首先使用变量标准化(standard normalized variable,SNV)进行光谱预处理,在定性分析了随着生长期的推进马铃薯冠层反射特征的变化趋势的基础上,基于作物生长期动态光谱学响应与峰谷特性选取14个参数,包括:8个位置参数、2个面积参数、4个植被指数参数。采用K-S算法将样本按照3∶1划分为训练集(240个样本)和测试集(74个样本)。分析马铃薯不同生长期冠层反射光谱发现,随生长期的推进冠层光谱存在差异性:即在400~500和740~880 nm范围内,光谱反射率呈降低趋势;在530~640和910~960 nm范围内,反射率呈升高趋势;在530~640 nm范围内,M2和M3生长期的平均光谱非常接近,M4生长期的平均光谱与其他三个生长期的差别较大。叶绿素平均含量随生长期的进程,从M1(28.12 mg·L^-1)到M2(31.04 mg·L^-1)增加,在M2生长期达到最大值,之后M3(22.00 mg·L^-1)和M4(15.36 mg·L^-1)依次减少。光谱响应参数随着生长期的进程,绿峰位置Lg和红谷位置Lr逐渐红移,红边位置Lre逐渐蓝移;蓝边面积A be逐渐增大,红边面积A re逐渐减小;红边面积与蓝边面积比值依次呈现减小趋势。根据VACVR算法筛选10个敏感光谱响应参数,建立SVM判别模型,训练集判别率为100%,测试集判别率为94.59%,该模型可在判别马铃薯的生长期的基础上为田间管理决策提供支持。 展开更多
关键词 马铃薯作物 光谱特征 参数优化 生长期判别
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中国作物学会马铃薯专业委员会终身名誉委员 张和鸣同志病逝
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作者 《中国马铃薯》 2006年第2期I0001-I0001,共1页
关键词 中国作物学会马铃薯专业委员会 《中国马铃薯 名誉 终身 编辑部
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关于征集2009年中国马铃薯大会会议论文的通知
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《中国马铃薯》 2008年第5期301-301,共1页
为落实2008年中国作物学会马铃薯专业委员会学术年会会议纪要精神,马铃薯专业委员会决定于2009年7月在陕西榆林市召开2009年中国马铃薯大会,会议主题为——马铃薯产业与粮食安全。为保证这次会议论文的正常出版,现提前征集。
关键词 马铃薯产业 来稿 中国作物学会马铃薯专业委员会
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关于征集2009年中国马铃薯大会会议论文的通知
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《中国马铃薯》 2008年第6期351-351,共1页
为落实2008年中国作物学会马铃薯专业委员会学术年会会议纪要精神,马铃薯专业委员会决定于2009年7月在陕西榆林市召开2009年中国马铃薯大会,会议主题为——马铃薯产业与粮食安全。为保证这次会议论文的正常出版,现提前征集,望广大马铃... 为落实2008年中国作物学会马铃薯专业委员会学术年会会议纪要精神,马铃薯专业委员会决定于2009年7月在陕西榆林市召开2009年中国马铃薯大会,会议主题为——马铃薯产业与粮食安全。为保证这次会议论文的正常出版,现提前征集,望广大马铃薯工作者相互转告。具体要求如下: 展开更多
关键词 马铃薯产业 来稿 中国作物学会马铃薯专业委员会
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关于征集2009年中国马铃薯大会会议论文的通知
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《中国马铃薯》 2008年第3期147-147,共1页
为落实2008年中国作物学会马铃薯专业委员会学术年会会议纪要精神,马铃薯专业委员会决定于2009年7月在陕西榆林市召开2009年中国马铃薯大会,会议主题为——马铃薯产业与粮食安全。为保证这次会议论文的正常出版,现提前征集,望广大马铃... 为落实2008年中国作物学会马铃薯专业委员会学术年会会议纪要精神,马铃薯专业委员会决定于2009年7月在陕西榆林市召开2009年中国马铃薯大会,会议主题为——马铃薯产业与粮食安全。为保证这次会议论文的正常出版,现提前征集,望广大马铃薯工作者相互转告。具体要求如下: 展开更多
关键词 马铃薯产业 来稿 中国作物学会马铃薯专业委员会
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关于征集2008年中国马铃薯大会会议论文的通知
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《中国马铃薯》 2007年第5期299-299,共1页
为落实2007年中国作物学会马铃薯专业委员会学术年会会议纪要精神,专业委员会决定于2008年4月在北京市延庆召开中国马铃薯大会(马铃薯专业委员会年会暨学术研讨会)。
关键词 马铃薯 土豆 茄属 中国作物学会马铃薯专业委员会 学术年会
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Difference between Responses of Potato Plant Height to Corrected FAO-56-recommended Crop Coefficient and Measured Crop Coefficient 被引量:4
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作者 陈秋帆 代兴梅 +2 位作者 陈劲松 颜雄 彭尔瑞 《Agricultural Science & Technology》 CAS 2016年第3期551-554,共4页
This study was conducted to establish a simple convenient method for calculating crop coefficient, and provide a certain basis for the research of the empirical formula for calculating crop coefficient with plant heig... This study was conducted to establish a simple convenient method for calculating crop coefficient, and provide a certain basis for the research of the empirical formula for calculating crop coefficient with plant height which could be measured conveniently with regional differences, especially for the establishment of accurate irrigation schedule of potato in Yunnan. By the field experiment on potato under the condition of drip irrigation, it was found that the models of plant height with corrected FAO-56-recommended K and measured K were a quartic polynomial and a cubic polynomial, respectively, and the polynomial of potato plant height with measured crop coefficient was simpler with higher degree of fitting; and the differences between the period with the highest change rate of potato plant height and the periods with the greatest FAO-56-recommended K and measured K exhibited a differences of 3 d. In conclusion: In the future study of simple or empirical formula calculation of crop coefficient, plant height should be considered as a main dependent variable in that the calculation result would be closer to the measured crop coefficient with the problem of regional difference existing in the FAO method solved and the formula might be simpler; and the irrigation time of potato should be 3 d earlier than the irrigation time determined according to the corrected FAO-56-recommended crop coefficient, especially in the key water requirement stages of potato. 展开更多
关键词 POTATO Plant height Crop coefficient Field planting
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Fluridone: An Effective Approach to Control Phelipanche aegyptiaca in Potato Crop
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作者 Mustapha Haidar Hadi Jaafar Farah Abi Mosleh Ninette Karam Anthony Ghandour 《Journal of Agricultural Science and Technology(B)》 2014年第10期771-778,共8页
Field studies were conducted to evaluate the efficacy of fluridone (PestanalR) for Phelipanche aegyptiaca control and the tolerance of potato cultivar to single or repeated foliar application of fluridone during 201... Field studies were conducted to evaluate the efficacy of fluridone (PestanalR) for Phelipanche aegyptiaca control and the tolerance of potato cultivar to single or repeated foliar application of fluridone during 2012 and 2013 growing seasons. Fluridone was sprayed on potato leaves at rates of l, 5, 10, 20 and 30 μM/ha. Each rate was tested for single and sequential application at 20 d and 35 d after potato emergence. Results indicated that fluridone at all the tested rates (single or sequential applications) significantly reduced Phelipanche infestation and shoot number compared to the control. Fluridone at 10 μM/ha reduced Phelipanche infestation by 99% when applied twice (20 d and 35 d after potato emergence). All tested rates except for fluridone at 30μM/ha (single or two applications) were selective in potato and had no negative effect on potato growth and yield as compared to the control. 展开更多
关键词 FLURIDONE Phelipanche aegyptiaca potato.
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Characterization of African Eggplant for Morphological Characteristics 被引量:1
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作者 M. K. Osei B. Banful +1 位作者 C. K. Osei M. O. Oluoch 《Journal of Agricultural Science and Technology》 2010年第3期33-37,共5页
Systematic characterization of available crop varieties using morphological traits is needed to fuel breeders' efforts in African eggplant. Twenty-eight accessions of African eggplant from three species of Solanum ae... Systematic characterization of available crop varieties using morphological traits is needed to fuel breeders' efforts in African eggplant. Twenty-eight accessions of African eggplant from three species of Solanum aethiopicum (16), Solanum macrocarpon (9) and Solanum anguivi (3) were characterized using standard morphological descriptors. The experiment was laid out in Randomized Complete Block Design (RCBD) with three replications. The results indicated distinct and wide variations between the three Solanum species studied. There were however a lot of similarities between the S. aethiopicum and S. anguivi lines. This suggests the two materials being closer to each other than they are to the S. macrocarpon. 展开更多
关键词 LANDRACES TRAITS variation African eggplant MORPHOLOGICAL CHARACTERIZATION
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Chemical Composition of Potato Tubers in Relation to Crop Production System and Environmental Conditions
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作者 Krystyna Zarzynska 《Journal of Agricultural Science and Technology(B)》 2013年第10期689-695,共7页
In the years 2008-2010, a study on the quality of tubers grown in the two crop production systems, i.e., organic and integrated in two locations: Jadwisin--Central and Osiny--South-Eastern of Poland were conducted. T... In the years 2008-2010, a study on the quality of tubers grown in the two crop production systems, i.e., organic and integrated in two locations: Jadwisin--Central and Osiny--South-Eastern of Poland were conducted. The influence of such factors as the crop production system (organic and integrated), the place of production (soil quality), variety and years of research on the chemical composition, i.e., tuber dry matter, starch, vitamin C, nitrates and glycoalkaloids were tested. It has been found that the greatest impact on the chemical composition of tubers had the climatic conditions during the growing season and genotype. They affected the contents of all tested components. The place of production affected the contents of dry matter, starch, vitamin C and nitrates. This factor had no effect on the content of glycoalkaloids. The least effect on the chemical tubers composition was in crop production system. It only affected the contents of dry matter, starch and vitamin C. There was no significant effect of this factor on the nitrate and glycoalkaloids content. 展开更多
关键词 POTATO TUBER chemical composition crop production system cultivar.
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