Hyper-spectral estimation of wheat biomass after alleviating of soil effects on spectra by non-negative matrix factorization

Hyper-spectral technology has been proven to be an effective method for the fast and non-destructive monitoring of crop biomass. However, the biomass estimation accuracy of this method is limited due to the effects of background factors, such as soils and water. In this study, a spectral separation method, non-negative matrix factorization (NMF), was proposed to alleviate the effects of soil on spectra. With the application of the NMF method, pure vegetation spectra were extracted from the field-observed spectra of wheat canopy, which were collected in four growing seasons from the tillering to the booting stages of wheat. Then, prediction models of wheat biomass (WB) were established and validated using the extracted spectra with the partial least squares regression (PLSR) method. The results showed that the NMF method could effectively separate the vegetation spectra from the mixed canopy spectra. Based on the extracted vegetation spectra, the WB prediction accuracy could be greatly improved with an increase of 31.7% for the R²_p and an increase of 46.6% for the ratio of performance to deviation (RPD) as compared to the original spectra, indicating that the NMF method could significantly improve the performance of the WB prediction model. This method has potential application in the estimation of biomass using remote sensing technology.     

苦瓜对8种蔬菜的化感作用

以8种海南主要栽培的蔬菜为受体,采用室内生测法研究苦瓜(Momordica charantiaL.)茎叶水浸提液对其化感作用。结果表明:苦瓜茎叶水浸提液对8种受体植物的种子萌发和幼苗生长均有一定的化感效应,且化感作用方式和强度在受体间及指标间存在显著差异;化感作用综合效应的平均值大小顺序为:辣椒黄瓜豇豆菜豆萝卜樱桃番茄胡萝卜番茄。试验结果为建立合理的栽培制度提供了理论和试验依据。     

自然降水与太行山区玉米单产形成的关系——以武安市为例

为了研究太行山区降雨量对玉米单产的变化规律,指导玉米实际生产。本研究选择武安市降雨量和玉米单产为研究对象,采用散点图、建立线性方程、线性回归显著性分析等方法,通过统计、对比描述等方式,分析武安市降雨量对玉米单产的关系。结果表明,降雨与玉米的单产之间具有一定关系,且生育期降雨量对玉米单产具有显著性影响。(1)在490 mm降雨范围内,玉米的单产随着降雨量的增加而增加,大于490 mm降雨时,玉米的单产与降雨量负相关。(2)玉米的单产受7月和8月的降雨量影响显著,且降雨量约278 mm时,玉米的单产较大。     

Cause and Consequence in Maize Planting Dates in Germany

An important part of agricultural adaptation is the timing of crop sowing dates, affecting yields and the level of risk incurred during a particular season. Cold stress is especially relevant in maize, Zea mays L., so that the timing of planting in the spring is a tactical response to short‐term weather, but is also subject to strategic planning with regard to longer‐term climate. Both factors compare the potential implications of cold stress to the additional yield obtainable through earlier planting. New cultivars suited to growing conditions in Europe and generally increasing spring temperatures have enabled earlier planting, but it is still dependent on short‐term weather during the planting period. In the context of field‐level decision‐making, a panel regression is used to estimate the relationship between weekly local temperature and precipitation and planting dates at specific sites throughout Germany. Next, localised weather data and planting behaviour are linked to yields at the district (Landkreis) level to show the effects of planting date on yield. Based on these relationships optimal planting dates are explored with some associated costs and benefits. Results show a trend towards earlier planting that follows observed increasing spring temperatures and the availability of more cold‐tolerant cultivars but this advance is buffered by the increasing severity of minimum temperatures during a critical period. Earlier planting potentially increases yield but this is offset by additional management costs and risk. A robust and simple depiction of farmer behaviour in climatic, technological and economic context can help to understand trends in crop management and productivity that effect agricultural landscapes.     

藜草花叶病毒的研究概述

藜草花叶病毒(Sowbane mosaic virus,So MV)是菠菜上的重要有害生物,可通过种子、花粉、昆虫介体和机械等方式传播。随着我国种子、种苗进口量的进一步扩大和产业化种植,藜草花叶病毒传入我国的风险非常大。本文综述了藜草花叶病毒的生物学特性、分布、寄主范围、为害症状、传播途径、检测技术等,论述了藜草花叶病毒传入我国的潜在危害性和风险。     

人工增雨(雪)所用催化剂对环境和人体健康的影响

通过对人工影响天气所用催化剂种类、作用原理的系统分析,得出其对环境和人体健康不会造成危害的结论。     

论卓越人才教育培养计划与素质教育的契合

卓越人才教育培养计划是我国高等教育现有条件下的素质教育,它立足专业开展素质教育,让素质教育通过具体的培养标准渗透到专业教育的各门课程和教学环节之中,是对素质教育内容和形式的拓展和创新。厘清卓越人才培养模式改革的深刻内涵,全面贯彻素质教育思想,使卓越人才培养与素质教育有效契合,是实施卓越人才教育培养计划的关键所在。     

鲤鱼基因组同源框Hoxa3a序列同源性分析与分子进化研究

本文利用生物信息学软件分析了鲤（Cyprinus carpio）基因组中同源框基因Hoxa3a与多种鱼类及其它生物的同源性,构建了分子进化树。结果表明：鲤与斑马鱼（Danio rerio）的序列同源性最高为95%,与大西洋鲑（Salmo salar）等四种鱼类的同源性次之为84%,与米氏叶吻银鲛（Callorhinch...     

氨氮胁迫对四鼻须鲤鱼肝脏GST酶活力的影响

实验采用生态毒理学方法,以NH4Cl为实验药物,设置0、50、150和250mg/L实验浓度。通过对野生和养殖群体的四鼻须鲤鱼氨氮对肝脏谷胱甘肽巯基转移酶（GST）活力的影响,比较两个群体抗氨氮能力。结果表明：在相同的氨氮浓度和胁迫时间下,四鼻须鲤鱼养殖群体GST酶活力的变化趋势与野生群体大致相同。除250mg/L浓度组在胁迫5d和10d时,野生群体酶活性略低于养殖群体外,在其余时间点的野生群体酶活性均高于养殖群体,而且,在高浓度氨氮胁迫下,野生群体肝脏的GST酶活性达到峰值的时间比养殖群体更短,显示出较强的抗氨氮能力。     

基于高光谱特征参数的冬小麦氮营养指数估算

为了实现快速高精度获取冬小麦氮营养指数的高光谱监测技术，利用美国SVC HR-1024I型野外光谱辐射仪对2017-2019年关中地区的冬小麦进行遥感监测，获取“三边”参数、任意两波段光谱指数和植被指数，通过相关性分析和逐步回归分析方法筛选冬小麦氮营养指数的敏感光谱参数，结合偏最小二乘回归(PLSR)、随机森林算法(RFR)、支持向量机回归(SVR)和梯度增强回归(GBDT)建立冬小麦氮营养指数模型，并对模型估算精度进行验证。结果表明，从拔节期到灌浆期，各时期的氮营养指数与任意两波段光谱指数均呈极显著相关，其中拔节期氮营养指数与任意两波段光谱指数相关性均高于其他时期，且基于一阶导数光谱的归一化光谱指数和比值光谱指数与氮营养指数的相关系数最大，为0.66。拔节期基于梯度增强回归的冬小麦氮营养指数预测模型的决定系数(r²)和均方根误差(RMSE)分别为0.96和0.05,模型验证的r²、RMSE和相对预测偏差(RPD)分别为0.95、0.12和2.12,模型预测精度最高。因此，拔节期基于梯度增强回归的冬小麦氮营养指数估算模型可用于冬小麦氮营养监测...