基于无人机影像的冠层光谱和结构特征监测甜菜长势

甜菜是中国北方地区重要的经济作物。快速、准确、高通量的获取甜菜的地上部和块根鲜质量、块根含糖率、叶绿素含量对甜菜生产具有重要意义。该研究采用无人机搭载数码和多光谱相机,获取甜菜叶丛快速生长期、块根及糖分增长期和糖分积累期的数码影像和多光谱影像,提取了冠层的结构特征和光谱特征。选择随机森林回归（Random Forest Regression,RFR）和偏最小二乘回归（Partial Least Squares Regression,PLSR）2种建模方法基于获取的冠层特征,构建甜菜全生育期的地上部和块根鲜质量、块根含糖率和SPAD（Soil and Plant Analyzer Development）值估算模型。研究结果表明,随机森林回归模型和偏最小二乘回归模型对地上部和块根鲜质量、含糖率都做出较好的预测,R2范围分别为0.9～0.94、0.88～0.9,rRMSE范围分别为7.6%～17%、8.8%～20%。对SPAD值的预测均较弱,R2分别为0.66和0.67。为了减小输入变量集的大小以及去掉对预测不敏感的变量,该研究采用置换重要性（Permutation Importance,PIMP）来筛选冠层光谱特征和结构特征中对预测有重要影响的变量。结果表明基于筛选出的重要性特征构建的随机森林回归模型和偏最小二乘回归模型对地上部和块根鲜质量、含糖率都做出较好的预测,R2范围分别为0.89～0.94、0.74～0.91,rRMSE范围分别为7.3%～19%、7.6%～19%。对SPAD值的预测均较弱,R2分别为0.65和0.68。进一步表明随机森林回归模型在精度上略好于偏最小二乘回归模型。同时基于PIMP筛选变量的方法在保持原有精度的同时能实现降低数据收集复杂性的目的。研究结果为基于无人机遥感技术快速、准确监测甜菜长势和估测块根类作物的根部活性物质提供了参考。     

青岛斋堂岛海域春季双桩竖杆张网网囊网目的选择性

2014年春季,采用平行作业法,以2a=16 mm(a为目脚长度)的菱形目网囊为对照网(CN),选取30 mm菱形目网囊和20 mm、30 mm、40 mm的方形目网囊(分别以30D、20S、30S和40S表示)作为实验网囊,对青岛斋堂岛附近海域的双桩竖杆张网进行了不同网目形状的网囊和不同网目尺寸方形目网囊的选择性比较试验。以多元统计分析方法进行种间选择性分析,以Logistic曲线作为选择性模型、采用极大似然估算法进行种内选择性分析。结果显示,与对照网相比,所有实验网囊均能有效释放玉筋鱼(Ammodytes personatus)、舒氏海龙(Syngnathus schlegeli)等低值渔获以及经济鱼类的幼体。比较不同网目形状网囊的渔获数据发现,方形目网囊较菱形目网囊具有更好的选择性,其中30S网囊对玉筋鱼和舒氏海龙的释放率(以尾数计)分别比30D网囊高4.61%和16.80%,对六丝钝尾虾虎鱼(Amblychaeturichthys hexanema)和日本枪乌贼(Loigo japonica)的50%选择体长(胴长)L50分别比30D网囊大38.47%和61.29%。比较不同网目尺寸方形目网囊的渔获数据发现,当实验网为20S和30S时,六丝钝尾虾虎鱼的L50分别为6.58 cm和7.20 cm,选择范围(SR)分别为3.02 cm和0.87 cm;当实验网为20S、30S和40S时,日本枪乌贼的L50分别为2.88 cm、4.03 cm和10.49 cm,SR分别为0.74 cm、0.52 cm和2.67 cm;不同尺寸的方形目网囊对这2种渔获物的L50随着网目尺寸的增大而增大。根据实验海区各种渔获物的经济价值、低值鱼类和幼鱼的释放比例以及分拣渔获物的劳动力投入等综合分析认为,30 mm方形目网囊在保护渔业资源的同时对渔业生产不会造成显著影响,建议予以推广。     

南海北部拖网35．2与30．3mm方目网囊渔获选择性比较

根据1997年10月和2000年11~12月的拖网网囊网目选择性试验资料,对网目内径35.2mm方目和30.3mm方目网囊的渔获选择性进行了比较和分析。对比试验结果表明,35.2mm方目网囊渔获尾数总逃逸率为39.28%、重量总逃逸率为16.18%,高于30.3mm方目网囊的28.40%和7.47%,35.2mm方目网囊的渔获选择性有所提高;2种规格方目网囊及其套网中出现的渔获种类较为相似,具有释放鱼类种类少、数量低的共同特点,且在渔获选择性能上的差别还不明显,对渔获种类数量的释放效果都相当有限;作为优势释放种类,大头狗母鱼、条尾绯鲤和多齿蛇鲻在2种规格方目网囊中的尾数逃逸率和重量逃逸率分别在42.9%~65.8%和24.2%~45.0%之间;其中条尾绯鲤和多齿蛇鲻的50%选择体长均未达到最低可捕标准。总体来看,2种规格方目网囊对渔获的总体释放效果还不理想,要实现负责任捕鱼,需进一步放大拖网方目网囊的网目尺寸。     

How much variation can be explained by seasonal,spatial and environmental effects in nekton assemblages of the Terminos Lagoon?

• 1. The coastline is very sensitive to both climatic and human influences but also provides essential goods and services upon which human welfare depends. Species inhabiting these coastal areas provide valuable resources and enhance ecosystem functioning: it is therefore essential to understand the main factors influencing species abundance patterns. The aim of this study is to estimate the amount of variation in nekton coastal assemblages explained by spatial, temporal and environmental variables.
• 2. Nekton sampling was carried out over 17 months in the Terminos Lagoon, a reserve area situated in the Gulf of Mexico, using a shrimp trawl. At each station, 11 environmental variables were recorded. The influence of seasonal, spatial and environmental variables on nekton species abundance was analysed using Partial Canonical Correspondence Analysis (PCCA).
• 3. The explanatory variables explained only 19.7% of the total observed variation in the nekton community for the Terminos Lagoon. The major part of the explained variation was due to the spatial effect (9.2%), while environmental variables and seasonality explained only 3.6% and 0.8%, respectively, suggesting the necessity to consider experimental fishing design in such artisanal fisheries.
• 4. Results also suggest focusing on more integrative indicators of community structure such as measures of taxonomic diversity based on presence/absence or on measures related to functional attributes of communities rather than using species abundance patterns to predict changes in coastal ecosystems.

Copyright © 2007 John Wiley & Sons, Ltd.     

长春南湖广场植物生态和生态经济效益的研究

城市广场作为城市绿地系统的一部分发挥着重要的生态作用。通过对长春市南湖广场的实地调查得出结论：园林植物折算为森林的面积为1．51hm^2;乔木的总叶面积为160442．8m^2,花灌木的总叶面积为15069．21m^2,草坪的面积为10000m^2。长春市南湖广场园林植物生态效益为：南湖广场园林植物每年可放出氧气72．43t,吸收CO2 99．59t,吸滞灰尘54．54t,吸收SO2 0．36t。运用环境效益评价法估算出南湖广场园林植物年吸收CO2经济效益值为12万元,年释放O2经济效益值为2．89万元,总经济价值达14．89万元。     

基于特征线方程N—S方程非增量型分离算法

为克服传统有限元方法求解流场时由于对流项占优而引起的求解振荡和基函数选择困难的问题,推导了基于特征线方程的粘性不可压N-S方程的增量型和非增量型分离算法的公式及求解步骤,并讨论了两者的Babuska-Brezzi条件.沿着特征线方向,N-S方程的对流项消失,方程矩阵是自伴随矩阵,可以自动满足有限单元法中能量泛函最小的要求,并可以给出合理的粘性耗散项.动量方程的求解采用非增量型分离算法,压力和速度可以采用任意阶次的插值函数,离散后的方程自动满足Babuska-Brezzi条件.为验证算法的可靠性,采用T3P3空间等阶次U-p单元计算了方柱绕流.结果表明：基于特征线方程的非增量型分离算法可以很好地应用于粘性不可压流场的计算,与目前流行的其它方法相比,该算法有明显的优势.     

野生四方竹垦复改造技术

方竹属(Chimonobambusa)四方竹(C.quadrangularis (Fenzi) Makino)是优良的笋竹两用乡土经济竹种。根据对四方竹生物、生态特性观察,在复层林分的下层及山谷荫湿环境纯林生长发育良好。总结了四方竹野生竹林垦复改造技术,以分类经营为原则,通过劈山清杂、松土垦复、水肥管理,建立集约经营、一般丰产经营与生态经营竹林。集约与一般丰产经营竹林单位面积立竹量提高了290.1%,平均胸径提高了177.9%,2008年竹林单位面积平均出笋23 067个(采挖与留笋养竹总和),已基本建成正常生产经营竹林。     

Effect of fertigation frequency on soil nitrogen distribution and tomato yield under alternate partial root-zone drip irrigation

Alternate partial root-zone drip fertigation (ADF) is a combination of alternating irrigation and drip fertigation, with the potential to save water and increase nitrogen (N) fertilizer efficiency.  A 2-year greenhouse experiment was conducted to evaluate the effect of different fertigation frequencies on the distribution of soil moisture and nutrients and tomato yield under ADF.  The treatments included three ADF frequencies with intervals of 3 days (F3), 6 days (F6) and 12 days (F12), and conventional drip fertigation as a control (CK), which was fertilized once every 6 days.  For the ADF treatments, two drip tapes were placed 10 cm away on each side of the tomato row, and alternate drip irrigation was realized using a manual valve on the distribution tapes.  For the CK treatment, a drip tape was located close to the roots of the tomato plants.  The total N application rate of all treatments was 180 kg ha–1.  The total irrigation amounts applied to the CK treatment were 450.6 and 446.1 mm in 2019 and 2020, respectively; and the irrigation amounts applied to the ADF treatments were 60% of those of the CK treatment.   The F3 treatment resulted in water and N being distributed mainly in the 0–40-cm soil layer with less water and N being distributed in the 40–60-cm soil layer.  The F6 treatment led to 21.0 and 29.0% higher 2-year average concentration of mineral N in the 0–20 and 20–40-cm soil layer, respectively and a 23.0% lower N concentration in the 40–60-cm soil layer than in the CK treatment.  The 2-year average tomato yields of the F3, F6, F12, and CK treatments were 107.5, 102.6, 87.2, and 98.7 t ha–1, respectively.  The tomato yield of F3 was significantly higher (23.3%) than that in the F12 treatment, whereas there was no significant difference between the F3 and F6 treatment.  The F6 treatment resulted in yield similar to the CK treatment, indicating that ADF could maintain tomato yield with a 40% saving in water use.  Based on the distribution of water and N, and tomato yield, a fertigation frequency of 6 days under ADF should be considered as a water-saving strategy for greenhouse tomato production.     

玉米自交系株型和产量性状的关系及其利用研究

以15个自交系为材料,按P(P-1)/2双列杂交设计,研究了株型和产量性状的遗传与相关.结果表明,近年育成的自交系,一般配合力有一定的改进,产量性状的一般配合力有明显的提高,各性状的一般配合力在亲本间存在显著差异.产量的一般配合力与单株叶数和穗粗的一般配合力存在极显著正相关。     

基于连续投影算法和光谱变换的冬小麦生物量高光谱遥感估算

为探索基于全波段冠层高光谱以及变换光谱的冬小麦地上部生物量的遥感估算方法,以2016、2017年冬小麦田间试验为基础,通过对冠层光谱和地上部生物量的相关性分析,筛选拔节期、抽穗期的冬小麦冠层光谱、一阶导数光谱、对数变换光谱和连续统去除光谱对地上部生物量的敏感波段,并结合偏最小二乘法(PLS)分别建立拔节期和抽穗期基于SPA算法的冬小麦地上部生物量估测模型,再与基于任意两波段组合的最佳归一化光谱指数、比值光谱指数、差值光谱指数和已报道光谱指数的冬小麦地上部生物量估测模型进行比较。结果表明：(1)SPA算法较好地利用了全波段冠层光谱信息,并显著降低了光谱维度,不同变换光谱的地上部生物量敏感波段个数在4~14之间;(2)拔节期和抽穗期冠层光谱与地上部生物量的相关性高于开花期和灌浆期,各生育时期一阶导数光谱与地上部生物量之间的相关性优于连续统去除光谱、对数变换光谱和光谱指数;(3) 利用抽穗期一阶导数光谱敏感波段建立的预测模型和验证模型达到了较高的精度,其预测模型的决定系数和均方根误差分别为0.78和0.87 t·hm^-2,验证模型的决定系数和均方根误差分别为 0.84和0.69 t·hm^-2,预测相对偏差为2.74。这说明,抽穗期是估算地上部生物量的最佳生育时期,且基于冠层一阶导数变换光谱,结合连续投影算法和偏最小二乘回归方法所构建抽穗期地上部生物量估算模型具有最优的精度和预测能力,可用于地上部生物量的定量估算。