Predicting grain protein content of winter wheat using remote sensing data based on nitrogen status and water stress

Advanced site-specific knowledge of grain protein content of winter wheat from remote sensing data would provide opportunities to manage grain harvest differently, and to maximize output by adjusting input in fields. In this study, remote sensing data were utilized to predict grain protein content. Firstly, the leaf nitrogen content at winter wheat anthesis stage was proved to be significantly correlated with grain protein content (R² = 0.36), and spectral indices significantly correlated to leaf nitrogen content at anthesis stage were potential indicators for grain protein content. The vegetation index, VI_green, derived from the canopy spectral reflectance at green and red bands, was significantly correlated to the leaf nitrogen content at anthesis stage, and also highly significantly correlated to the final grain protein content (R² = 0.46). Secondly, the external conditions, such as irrigation, fertilization and temperature, had important influence on grain quality. Water stress at grain filling stage can increase grain protein content, and leaf water content is closely related to irrigation levels, therefore, the spectral indices correlated to leaf water content can be potential indicators for grain protein content. The spectral reflectance of TM channel 5 derived from canopy spectra or image data at grain filling stage was all significantly correlated to grain protein content (R² = 0.31 and 0.37, respectively). Finally, not only this study proved the feasibility of using remote sensing data to predict grain protein content, but it also provided a tentative prediction of the grain protein content in Beijing area using the reflectance image of TM channel 5.     

极光粒子沉降研究:谱形式及其在极区大气中的传输

分析了近年来南极地区极光沉降粒子的卫星、火箭、地面观测和研究结果,分别给出了极光椭圆区、极盖区、南大西洋异常区和极尖／极隙区粒子沉降的形式来源和特点。并根据磁尾研究的新进展,提出极光粒子沉降谱存在另外两种形式谱：（１）κ分布谱;（２）κ分布加上一个或多个脉冲谱,这两种谱来源于磁尾中性片区（绝热区非绝热区）。南极不同的区域,极光粒子有不同的沉降特点。这些沉降对极区电离层产生极大的影响。根据带电粒子在磁化大气中运动的Ｆｏｋｋｅｒ Ｐｌａｎｋ 方程,利用带电粒子在大气中传输的电离理论,导出极光粒子谱在极区大气中传播的解析表达式,对各种极光粒子谱在极区中的演化规律加以分析,并以此来解释在南极地区探测到的不同高度的极光电子谱的演化     

PLS-ANN分析血浆自体荧光光谱的二阶导数光谱识别胃癌

探讨偏最小二乘法结合神经网络法(简称PLS-ANN)分析血浆自体荧光光谱的二阶导数光谱识别胃癌的优势,对20例胃癌病人和23例健康人血浆进行以405nm为激发光的自体荧光光谱检测,采用PLS-ANN法分别对血浆自体荧光光谱和二阶导数光谱进行判别分析。PLS-ANN分析血浆的自体荧光光谱法诊断胃癌的灵敏度为75%,特异度为83%,准确率为79%,PLS-ANN分析血浆的二阶导数光谱法诊断胃癌的灵敏度为90%,特异度为96%,准确率为93%。结果表明PLS-ANN分析血浆的二阶导数光谱法识别胃癌,优于PLS-ANN分析血浆的自体荧光光谱法,有望成为快速识别胃癌的较理想方法。     

大功率电波加热电离层中热自聚焦不稳定性的理论研究和数值模拟

本文首先从电子密度及电子温度的输运方程和考虑自作用时的电磁波波动方程出发, 利用简正模展开的方法推导出泵波在反射区域激发出热自聚焦不稳定性(thermal self-focusing instabilities, TSFI)所需电场阈值以及其增长率的完整数学表达式, 并估算了TSFI激发阈值及所对应的有效辐射功率(ERP)的量级.随后利用三维垂直加热的理论模型, 结合国际参考电离层(IRI-2012)和中性大气模型(MSIS-E-00)给出的背景参数, 数值模拟了大功率高频泵波加热电离层时泵波反射区域电子密度及电子温度因TSFI而产生的变化及发展的过程, 并对比分析了不同背景参数对较热效果的影响.结果表明:当高频泵波的加热阈值达到或超过百毫伏每米的量级时, 即可激发TSFI, 发展出大尺度电子密度及温度不均匀体, 这些不均匀体内的密度耗空约为4%~10%, 而电子温度剧烈增长, 到达背景温度值的1.6~2.1倍;且在相当的加热条件下, 背景电子温度越低、电子密度越小, 加热效果越显著;电子密度及电子温度的扰动幅度随着加热时间的推移而逐渐减小, 即扰动逐渐趋于饱和, 且电子温度要快于电子密度达到饱和状态.本文还对泵波反射高度处的电子密度及电子温度变化率进行采样并求得其功率谱密度, 分析结果表明:TSFI发展出的大尺度不均匀体满足幂律谱结构, 谱指数随着加热的进行逐渐趋于稳定, 白天与夜间的幂律谱指数区别不大, 但电子密度与电子温度的幂律谱有所区别.     

剩磁-温度谱与冷却模式

本文解释热剩磁和粘滞剩磁的阻挡过程。较慢冷却伴随较低的阻挡温度。一组同一的磁颗粒,其实验室解阻温度不一定等于其磁化成分的阻挡温度。冷却速率不同,重排剩磁量会不同,两者的关系与磁畴状态有关。距烘烤体不同距离采集磁颗粒分布相同的围岩样品,在一定场合下,根据其剩磁-实验室解阻温度谱所示的重排剩磁量的差别,可讨论冷却速度及模型。本文列举苏格兰某些围岩的不同重排剩磁量,讨论有关问题。     

Multi‐variable relations for soil effects on seismic ground motion

Soil effects on peak ground acceleration, velocity and elastic response spectra (5% damping) are expressed by simple approximate relations in terms of five key parameters: (a) the fundamental vibration period of the non‐linear soil, T_S, (b) the period of a bedrock site of equal thickness, T_b, (c) the predominant excitation period, Te, (d) the peak seismic acceleration at outcropping bedrock, a, and (e) the number of significant excitation cycles, n. Furthermore, another relation is proposed for the estimation of T_S in terms of the soil thickness H, the average shear wave velocity of the soil V?_S,o and a. The aforementioned parameters were first identified through a simplified analytical simulation of the site excitation. The multivariable approximate relations were then formulated via a statistical analysis of relevant data from more than 700 one‐dimensional equivalent‐linear seismic ground response analyses, for actual seismic excitations and natural soil conditions. Use of these relations to back‐calculate the numerical results in the database gives an estimate of their error margin, which is found to be relatively small and unbiased. The proposed relations are also independently verified through a detailed comparison with strong motion recordings from seven well‐documented case studies: (a) two sites in the San Fernando valley during the Northridge earthquake, and (b) five different seismic events recorded at the SMART‐1 accelerometer array in Taiwan. It is deduced that the accuracy of the relations is comparable to that of the equivalent‐linear method. Hence, they can be readily used as a quick alternative for routine applications, as well as for spreadsheet computations (e.g. GIS‐aided seismic microzonation studies) where numerical methods are cumbersome to implement. Copyright © 2003 John Wiley & Sons, Ltd.     

旋转谱理论探讨

本文应用向量随机过程分解模型对旋转谱作出物理解释;此外,还修改了线性振荡度的定义,导出了极化度、线性振荡度和旋转系数之间的关系式,并讨论了它们与总相干、同相相干、异相相干之间的关系。     

1986年2月强磁暴对中低纬VHF电波闪烁影响的初步分析

本文研究了1986年2月强磁暴对我国中低纬地区电波闪烁活动的影响。着重分析了在武昌接收到的136MHz卫星信号的反常闪烁现象,计算了武昌暴时闪烁的极大熵功率谱密度。发现8日闪烁的幂律谱大都在约500m尺度附近呈现出明显的“膝（knee）”;谱指数比平时大,以膝为界,较大尺度上的谱指数值在2.6至3.6之间,平均为3.1,较小尺度上的谱指数平均为5.1,最大可达5.9;且在同一谱图上,有时出现不止一个“膝”,出现双膝时,最大谱指数可达8.9日的闪烁谱与8日有较大差异,但与非暴时的多数谱类似,大多未出现明显的“膝”,且谱指数较小,平均为2.8。本文还对引起闪烁的电离层不规则结构的起源机制作了初步讨论,以解释上述现象。     

基于核磁共振测井资料构建水谱库的流体性质识别方法

以海拉尔地区为例,提出了基于核磁共振T2谱构建水谱库进行流体性质识别的一种新方法,实测核磁谱包含了孔隙结构、水和油气的信息,构建的水谱来自于水层的核磁实测谱,相当于消除了油气的影响,其基本原理是应用构建的水谱库与实测谱的差异识别流体性质。通过在海拉尔地区应用,得到了较好的应用效果。