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基于Sentinel-2遥感影像的玉米冠层叶面积指数反演 被引量:40
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作者 苏伟 侯宁 +3 位作者 李琪 张明政 赵晓凤 蒋坤萍 《农业机械学报》 EI CAS CSCD 北大核心 2018年第1期151-156,共6页
叶面积指数是描述玉米冠层结构的重要参数之一,决定玉米冠层的光合作用、呼吸作用、蒸腾和碳循环等生物物理过程,因此精确反演叶面积指数对玉米长势监测具有重要意义。以河北省保定市的涿州市、高碑店市、定兴县为研究区,利用Sentinel-... 叶面积指数是描述玉米冠层结构的重要参数之一,决定玉米冠层的光合作用、呼吸作用、蒸腾和碳循环等生物物理过程,因此精确反演叶面积指数对玉米长势监测具有重要意义。以河北省保定市的涿州市、高碑店市、定兴县为研究区,利用Sentinel-2遥感影像和LAI-2000地面同步实测数据进行玉米冠层叶面积指数反演,使用归一化差异光谱指数和比值型光谱指数两类指数,构建了单变量和多变量玉米冠层叶面积指数反演模型,通过决定系数(R2)和均方根误差(RMSE)筛选出最佳模型。研究结果表明,由NDSI(783,705)构建的单变量模型为最优反演模型,其决定系数为0.534 2,均方根误差为0.288 5。因此,基于Sentinel-2遥感影像利用植被指数反演玉米冠层叶面积指数的方法可作为判断玉米长势状况的初步判断依据。 展开更多
关键词 Sentinel-2遥感影像 玉米冠层 叶面积指数 红边波段 光谱指数
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Evaluation of high yielding soybean germplasm under water limitation 被引量:1
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作者 Silvas J.Prince Mackensie Murphy +7 位作者 Raymond N.Mutava Zhengzhi Zhang Na Nguyen Yoon Ha Kim Safiullah M.Pathan Grover J.Shannon Babu Valliyodan Henry T.Nguyen 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2016年第5期475-491,共17页
Limited information is available for soybean root traits and their plasticity under drought stress. To date, no studies have focused on examining diverse soybean germ- plasm for regulation of shoot and root response u... Limited information is available for soybean root traits and their plasticity under drought stress. To date, no studies have focused on examining diverse soybean germ- plasm for regulation of shoot and root response under water limited conditions across varying soil types. In this study, 17 genetically diverse soybean germplasm lines were selected to study root response to water limited conditions in clay (trial 1) and sandy soil (trial 2) in two target environments. Physiological data on shoot traits was measured at multiple crop stages ranging from early vegetative to pod filling. The phenotypic root traits, and biomass accumulation data are collected at pod filling stage. In trial 1, the number of lateral roots and forks were positively correlated with plot yield under water limitation and in trial 2, lateral root thickness was positively correlated with the hill plot yield. Plant Introduction (PI) 578477A and 088444 were found to have higher later root number and forks in clay soil with higher yield under water limitation, in sandy soil, P1458o2o was found to have a thicker lateral root system and higher yield under water limitation. The genotypes identified in this study could be used to enhance drought tolerance of elite soybean cultivars through improved root traits specific to target environments. 展开更多
关键词 Fibrous root root angle root plasticity root systemarchitecture (RSA) root thickness spectral indices SOYBEAN spectralindices total root length water limitation
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