钢支撑代替混凝土支撑可行性分析     

汪磊 《山东饲料》2015,(8)

在地铁深基坑施工中，围护结构对基坑的安全起着至关重要的作用。本文依据合肥地铁一号线明光路站，施工过程中，由于车站3号出入口为出土口，原计划的第一道钢筋混凝土支撑无法实现，更改为钢支撑，通过有限元分析软件MIDAS-GTS\NX，建立二维模型进行数值模拟，对围护结构的变形和地表沉降进行分析，结果表明：第一道支撑采用钢支撑代替钢筋混凝土支撑对围护结构的侧移值影响不大，钢筋混凝土支撑控制地表沉降的效果要比钢支撑好，对今后类似工程变更提供依据。  相似文献   

基于卷积神经网络马铃薯叶片病害识别和病斑检测*     

王林柏  张博  姚竟发  杨志辉  张君  范晓飞 《中国农机化学报》2021,42(11):122

针对自然环境下马铃薯叶片病害识别率低和晚疫病斑定位难的问题,基于大田环境中采集的马铃薯叶片图像,首先对马铃薯叶片病害进行识别,对比AlexNet、VGG16、InceptionV3、ResNet50、MobileNet五种神经网络模型,结果表明InceptionV3模型的识别效果准确率最高,可达98.00%。其次对马铃薯叶片的晚疫病斑进行检测,提出一种改进型的CenterNet-SPP模型,该模型通过特征提取网络获取对象的中心点,再通过中心点回归获得中心点偏移量、目标大小等图像信息,训练后的模型在验证集下的mAP可达90.03%,以F₁为评价值分析对比其它目标检测模型,CenterNet-SPP模型的效果最好,准确率为94.93%,召回率为90.34%,F₁值为92.58%,平均检测一张图像耗时0.10 s。为自然环境下马铃薯叶片病害识别和检测提供较为全面的深度学习算法和模型研究基础。  相似文献   

基于迁移学习的无人机影像耕地信息提取方法   总被引：7，自引：0，他引：7  

鲁恒  付萧  贺一楠  李龙国  庄文化  刘铁刚 《农业机械学报》2015,46(12):274-279284

随着精准农业技术的发展,对农作物用地信息快速、准确提取的需求越来越高。同时,无人机技术以其方便、高效、具有低空云下飞行能力等优势被广泛应用于自然资源的调查中。但无人机影像普遍光谱信息较为匮乏,因此很难准确、快速地提取出耕地信息。基于此,提出了一种利用迁移学习机制的耕地提取方法(TLCLE)。首先,利用深度卷积神经网络(DCNN)剔除线状地物(道路、田埂等),然后,通过引入迁移学习机制将DCNN特征训练过程中得到的特征提取方法迁移到耕地提取中,最后,将所提方法与利用易康(e Cognition)软件进行耕地提取(ECLE)结果进行对比。研究结果表明:对于实验影像1、2,TLCLE方法耕地提取总体精度分别为91.9%、88.1%,ECLE方法总体精度分别为90.3%、88.3%,2种方法提取精度相当,在保证耕地地块完整、连续性上TLCLE方法优于ECLE方法。  相似文献   

Deep neural network algorithm for estimating maize biomass based on simulated Sentinel 2A vegetation indices and leaf area index     

Xiuliang Jin  Zhenhai Li  Haikuan Feng  Zhibin Ren  Shaokun Li 《作物学报(英文版)》2020,(1):87-97

Accurate estimation of biomass is necessary for evaluating crop growth and predicting crop yield.Biomass is also a key trait in increasing grain yield by crop breeding.The aims of this study were(i)to identify the best vegetation indices for estimating maize biomass,(ii)to investigate the relationship between biomass and leaf area index(LAI)at several growth stages,and(iii)to evaluate a biomass model using measured vegetation indices or simulated vegetation indices of Sentinel 2A and LAI using a deep neural network(DNN)algorithm.The results showed that biomass was associated with all vegetation indices.The three-band water index(TBWI)was the best vegetation index for estimating biomass and the corresponding R2,RMSE,and RRMSE were 0.76,2.84 t ha−1,and 38.22%respectively.LAI was highly correlated with biomass(R2=0.89,RMSE=2.27 t ha−1,and RRMSE=30.55%).Estimated biomass based on 15 hyperspectral vegetation indices was in a high agreement with measured biomass using the DNN algorithm(R2=0.83,RMSE=1.96 t ha−1,and RRMSE=26.43%).Biomass estimation accuracy was further increased when LAI was combined with the 15 vegetation indices(R2=0.91,RMSE=1.49 t ha−1,and RRMSE=20.05%).Relationships between the hyperspectral vegetation indices and biomass differed from relationships between simulated Sentinel 2A vegetation indices and biomass.Biomass estimation from the hyperspectral vegetation indices was more accurate than that from the simulated Sentinel 2A vegetation indices(R2=0.87,RMSE=1.84 t ha−1,and RRMSE=24.76%).The DNN algorithm was effective in improving the estimation accuracy of biomass.It provides a guideline for estimating biomass of maize using remote sensing technology and the DNN algorithm in this region.  相似文献   

Effects of hysteresis on redistribution of soil moisture and deep percolation at continuous and pulse drip irrigation     

S. Elmaloglou  E. Diamantopoulos 《Agricultural Water Management》2009,96(3):533-538

The infiltration and redistribution of soil moisture under surface drip irrigation considering hysteresis were investigated in two soils (loamy sand and silt loam) of different texture. The effect of continuous versus intermittent application of 1, 2 and 4 l/h to the soils was evaluated in terms of wetting front advance patterns and deep percolation under the root zone. For this purpose, a cylindrical flow model incorporating hysteresis in the soil water retention characteristic curve, evaporation from the soil surface, and water extraction by roots was used. The results show that, compared with continuous irrigation, pulse irrigation slightly reduces the water losses under the root zone in both cases (with and without hysteresis). Also, at the total simulation time, in both types of irrigation, hysteresis reduces significantly the water losses under the root zone. Finally, the effect of hysteresis was found to be greater at higher discharge rate (4 l/h) and consequently at higher water content at the soil surface.  相似文献   

中国创意农产品深加工的发展趋势与发展战略研究     

章继刚  李立中 《农机具之友》2009,(11):3-7

创意农业是以增加农产品附加值为目标,构建农村创意生活的生产方式和生活方式。创意农业文化的核心是附加值文化,创意农业已成为拉动内需的新引擎。从全面构建农产品加工业的持久竞争优势的层面．提出了我国加快推进创意农产品生产、实施中国创意农业富民计划、创造中国农民独特增收模式、构建农村创意生活的生产方式和生活方式等一系列战略性构想。  相似文献   

发酵床垫料翻耙结合网床养殖改善鸭舍空气质量与鸭生产性能   总被引：1，自引：1，他引：1  

应诗家  杨智青  朱冰  戴子淳  李毅念  赵伟  林勇  丁为民  施振旦 《农业工程学报》2016,32(3):188-194

为解决规模化肉鸭生产中粪污影响鸭健康和污染环境的问题,研发了一种发酵床结合网床架养新技术及其配套的可移动式网床下发酵床垫料翻耙系统,并研究了该模式在控制舍内气载微生物数量和提高鸭生产性能中的优势。结果显示:1)可移动式发酵床垫料翻耙系统实现不同发酵床体共用一台翻耙机。2)与发酵床平养相比,鸭26日龄之前未翻耙垫料时,发酵床网养舍内需氧菌总数(1.531×105 CFU/m3)和大肠杆菌数量(1.298×104 CFU/m3)显著升高(P0.05);鸭27~34日龄时每4 d翻耙垫料,发酵床网养舍内需氧菌总数(2.304×105 CFU/m3)和金黄色葡萄球菌数量(1.353×105 CFU/m3)显著降低(P0.05);鸭35~39日龄时每天翻耙垫料,发酵床网养舍内需氧菌总数(1.255×105 CFU/m3)和"沙门+志贺"氏菌数量(14.13 CFU/m3)显著降低(P0.05)。3)在发酵床平养舍内,与每4 d翻耙1次垫料相比,每天翻耙1次垫料舍内需氧菌总数(2.688×105 CFU/m3)、大肠杆菌(2.038×104 CFU/m3)、金黄色葡萄球菌(8.90×104 CFU/m3)和"沙门+志贺"氏菌(47.11 CFU/m3)数量显著(P0.05)降低,而在发酵床网养舍内,每天翻耙1次垫料舍内需氧菌总数(1.255×105 CFU/m3)和"沙门+志贺"氏菌(14.13 CFU/m3)数量显著降低(P0.05)。4)与发酵床平养相比,发酵床网养增加鸭体质量(P0.05),降低死亡率和上市淘汰率(P0.05)。结果表明研发的肉鸭养殖新模式能更好地减少舍内空气中病原菌浓度,改善鸭舍内空气环境,提高鸭生产性能。该研究为发酵床结合网床架养新模式在规模企业中推广应用提供技术支持。  相似文献   

不同母质发育土壤的中红外吸收光谱特征   总被引：3，自引：1，他引：3  

宋迪思  盛浩  周清  周萍  王翠红  张杨珠 《土壤通报》2016,(1):1-7

选取湘东丘陵区四种典型母质发育土壤(酸性紫色土、花岗岩红壤、板岩红壤和第四纪红土红壤),采集剖面(深至母岩/母质层)样品,应用傅里叶变换红外光谱仪研究灼烧去除有机质处理、土层深度和母质类型对土壤中红外吸收光谱特征的影响,分析吸收光谱与土壤理化性质的关系。结果表明,去除有机质后,特征区的中红外吸收值升高,反映矿物质对红外吸收谱线的强烈影响。在剖面上,底土(60~80 cm或100~120 cm)的中红外吸收值高于表土(0~20 cm),与土壤有机质含量的剖面分布相反。四种土壤的中红外光谱均属典型的高岭石图谱。砂粒、粘粒含量与红外吸收值的相关性最好,砂粒含量的最大相关系数(0.51)出现在3700、913和720~540 cm~(-1)附近,粘粒含量的最大相关系数(0.54)出现在1100~694 cm~(-1);本研究表明,原土的中红外吸收光谱特征主要受矿物质的支配,可以很好地反映土壤质地的状况,指示土壤质量变化。  相似文献   

4种水生植物深度净化村镇生活污水厂尾水效果研究   总被引：1，自引：0，他引：1  

刘海琴  邱园园  闻学政  王岩  张迎颖  宋伟  张志勇 《中国生态农业学报》2018,26(4):616-626

通过设置动态模拟试验,持续进水、出水条件下分析比较了漂浮植物凤眼莲和水浮莲、沉水植物轮叶黑藻和挺水植物黄菖蒲对村镇生活污水厂(一级A标准)尾水深度净化效果,筛选出具有去污效果优势的水生植物,为优化水生植物生态修复工程技术在尾水深度净化中的应用提供依据。结果表明:经水生植物深度净化后,尾水水质得到明显改善,漂浮植物凤眼莲和水浮莲对尾水氮、磷的净化效果优于挺水植物黄菖蒲和沉水植物轮叶黑藻。试验周期内,污水厂尾水总氮、总磷和高锰酸盐指数(CODMn)平均浓度为12.22 mg?L-1、0.38mg?L-1和3.88 mg?L-1,凤眼莲、水浮莲、轮叶黑藻、黄菖蒲和对照各系统的总氮平均去除率分别为46.25%、45.74%、43.41%、38.39%和29.22%,总磷去除率分别为36.84%、34.21%、31.58%、28.95%和26.32%,CODMn去除率分别为42.27%、30.93%、32.47%、32.47%和37.89%。凤眼莲、水浮莲、黄菖蒲和轮叶黑藻生物量净增长率分别为550.5%、418.8%、210.6%和80.3%,凤眼莲生物量净增率最大。各处理系统内凤眼莲、水浮莲、黄菖蒲和轮叶黑藻对尾水氮富集量分别为7.36 g、2.33 g、5.12 g和4.46 g,对磷的富集量分别为0.60 g、0.19 g、0.33 g和0.78 g,凤眼莲富集氮能力优于另外3种水生植物,轮叶黑藻磷富集量高于另外3种水生植物。凤眼莲、水浮莲、黄菖蒲和轮叶黑藻植株吸收作用对尾水总氮去除的表观贡献率分别为15.29%、4.90%、11.17%和11.34%,对尾水总磷去除的表观贡献率分别为50.34%、17.17%、35.24%和76.34%。因此,可利用漂浮植物凤眼莲和沉水植物轮叶黑藻立体复合种养的方式深度净化生活污水厂尾水。  相似文献   

Quantitative studies on the relationship between plowing into soil of clubbed roots of preceding crops caused by Plasmodiophora brassicae and disease severity in succeeding crops     

Hiroharu Murakami  Seiya Tsushima  Takayuki Akimoto  Yukiko Kuroyanagi  Yoshihiro Shishido 《Soil Science and Plant Nutrition》2013,59(8):1307-1311

The effect of the plowing of clubbed roots of cracifers on the population of Plasmodiophora brassicae in soil was quantitatively studied by measuring the number of resting spores produced in the diseased plants. Though the mean number of resting spores per diseased plant increased with the increase of the disease severity, it remained almost identical for the disease severity classified into category 3 among host species and cultivars tested. Mean number of resting spores per diseased plant ranged from 9.3 to 10.9 (log) regardless of the value of the disease index. When the number of resting spores in soil was calculated based on these data and plant cultivation methods, the values were equivalent to 4.8-6.4 resting spores g^-1soil (log)where clubroot disease occurred severely. The value of the disease index of Chinese cabbage plants grown in the pots where clubbed roots of initially grown plants had been plowed into soil (plowing plot) was higher than that in the pots where no plants had been grown (control plot) and where the clubbed roots of initial plants had been removed (removal plot). Though the number of resting spores of P. brassicae in soil decreased by 14% of the inocoKum concentration immediately after the inoculation, the number of spores after the first cultivation in the removal plot was similar to that in the control plot. On the other hand, the number of resting spores in the plowing plot increased significantly compared with that in the control plot. The plowing of clubbed roots into soil resulted in the increase of the population of P. brassicae and disease severity of clubroot in subsequent cultivation in the field. The results corresponded to the values estimated based on the number of resting spores in soil in relation to each value of the disease index.  相似文献