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Digitalization in agriculture: experience and prospects 农业数字化:经验与展望
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202339003007
D. Andreev
Agriculture is a specific industry that is particularly in need of digitalization. This is due to the fact that this industry is exposed to multiple factors, having a number of features, namely: the production process and its results depend on numerous factors, among them not only natural-climatic, biological, soil, but also socio-economic, etc. Moreover, there is a fairly significant variation of these factors in space - time coordinates, which leads to significant management costs; business entities, as a rule, are very dispersed, which, of course, also makes it difficult to develop uniform, equally effective management decisions; within the agro-industrial complex and its spheres, one can observe complex and strong in intensity connections that arise between industries. This is due to the fact that suppliers, buyers, and other counterparties are quite numerous and diverse. All this determines the high relevance of the issues that will be considered in this article. Thus, the following main issues are considered in the article: the essence of digitalization in the agricultural industry; the main problems of digitalization in this industry; experience and prospects.
农业是一个特别需要数字化的特定行业。这是由于该行业受到多种因素的影响,具有许多特点,即:生产过程及其结果取决于众多因素,其中不仅包括自然因素-气候,生物,土壤,还包括社会经济因素等。而且,这些因素在时空坐标上有相当大的变化,这导致了巨大的管理成本;商业实体通常是非常分散的,这当然也使得制定统一的、同样有效的管理决策变得困难;在农工综合体及其范围内,人们可以观察到产业之间产生的复杂而强烈的联系。这是因为供应商、买家和其他交易对手数量众多,种类繁多。所有这些都决定了本文将要讨论的问题的高度相关性。因此,本文主要研究了以下几个问题:农业产业数字化的本质;该行业数字化的主要问题;经验和前景。
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引用次数: 0
Solving the problem of biodiversity analysis of bird detection and classification in the video stream of camera traps 解决了摄像机陷阱视频流中鸟类检测与分类的生物多样性分析问题
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202339003011
Mikhail G. Dorrer, A. Alekhina
The work is devoted to solving the problem of assessing the comparative efficiency of several common architectures of convolutional neural networks for monitoring birds in a natural environment. The problem was solved by detecting birds recorded by video traps installed on feeders in several regions of Panama by different architectures. Then a comparison was made between the recognition quality metrics – IoU and mAP, and based on the values of the metrics, a conclusion was made about the effectiveness of the architectures. Experiments have shown that the YOLO architecture of the Tiny version with comparative modules wins in the accuracy table. In the future, it is planned to improve the application of neural network architectures by finalizing the dataset with the involvement of expert bird watchers and open ornithological ontologies.
这项工作致力于解决评估几种常见的卷积神经网络结构在自然环境中监测鸟类的相对效率的问题。这个问题通过在巴拿马几个地区不同建筑的喂食器上安装的视频陷阱来检测鸟类来解决。然后对IoU和mAP两种识别质量度量进行了比较,并根据度量值得出了体系结构有效性的结论。实验表明,带有比较模块的微型版本的YOLO架构在精度表中胜出。在未来,计划通过在专家鸟类观察者和开放的鸟类本体的参与下完成数据集来改进神经网络架构的应用。
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引用次数: 1
Benchmarking as a tool for the development of "green" technologies in the water supply and sanitation enterprise 标杆管理作为供水和卫生企业发展“绿色”技术的工具
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202339004013
M. Treyman, A. Nazarova, Daria Ignatova
The study presents the features and principles specific to the implementation of benchmarking for water supply and sewerage enterprises. Benchmarking is an assessment and control tool that allows enterprises to improve their activities in the field of environmental management, which will make it possible to reduce the environmental burden on the region and increase the environmental safety indicators of the region. The authors of the article developed an algorithm for implementing the principles of benchmarking in the activities of enterprises, which will improve both the quality of services and increase the efficiency of its work. The principles and technologies of water supply used in St. Petersburg and the Sultanate of Oman identifying problematic aspects of water management and key indicators that reflect the effectiveness of processes are presented. A comparative analysis of the key indicators of water supply in the Russian Federation (on the example of the city of St. Petersburg) and the Sultanate of Oman (on the example of the capital city of Muscat) was carried out. The key areas for improving activities were identified.
本研究提出供水及污水企业实施对标的特点及原则。标杆管理是一种评估和控制工具,可以使企业改进其在环境管理领域的活动,从而有可能减轻本地区的环境负担,提高本地区的环境安全指标。本文的作者开发了一种算法,用于在企业活动中实施基准原则,这将改善服务质量并提高其工作效率。介绍了圣彼得堡和阿曼苏丹国使用的供水原则和技术,确定了水管理的问题方面和反映过程有效性的关键指标。对俄罗斯联邦(以圣彼得堡市为例)和阿曼苏丹国(以首都马斯喀特为例)供水的主要指标进行了比较分析。确定了改进活动的关键领域。
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引用次数: 0
The performance of laterally loaded piles in layered sandy soils under variable degree of saturation 层状砂土中不同饱和度下横向荷载桩的性能
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338207002
A. M. M. Hasan, R. Hummadi, Omed Azeez
This paper investigates the capacity of a single laterally loaded pile in single- and multi-layered sandy soils under dry, unsaturated and saturated conditions for a wide range of void ratios. Two Linear ariable Differential Transformers (LVDT) were employed to measure lateral displacements. For unsaturated tests, on one layer and two layered sandy soils, suction was controlled using the hanging column technique. Two different suction levels were applied to the soils. The results demonstrated that, the capacity of a single laterally loaded pile in single- and multi-layered sandy soils, under unsaturated conditions, were greater than those in dry and saturated conditions for loose, medium and dense states. Comparison between experimental data for unsaturated tests and several proposed mathematical expressions in the literature for calculating the capacity of a single laterally loaded pile in sandy soils showed a significantly good fit between measured and predicted values of the capacity of the piles where Bishop’s stress is used in the expressions instead of effective stress, confirming the importance of inclusion of suction and degree of saturation in mathematical models when unsaturated conditions of soils were investigated.
本文研究了在大空隙比范围内的干燥、非饱和和饱和条件下单层和多层砂土中单桩横向荷载的承载力。采用两台线性可变差动变压器(LVDT)测量横向位移。非饱和试验中,在单层和双层砂土上,采用悬挂柱技术控制吸力。对土壤施加了两种不同的吸力水平。结果表明:在非饱和条件下,单桩横向荷载作用于单层和多层砂土中的承载力大于干、饱和状态下的承载力;将非饱和试验数据与文献中提出的几种计算砂质土中单侧荷载桩承载力的数学表达式进行比较,结果表明,在用Bishop应力代替有效应力的情况下,桩承载力的实测值与预测值之间有很好的拟合。确认了非饱和土数学模型中包含吸力和饱和度的重要性。
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引用次数: 0
Effect of Soil-Water Characteristic Curve on the Stability of Unsupported Vertical Trenches in Unsaturated Soils 土-水特征曲线对非饱和土中无支撑垂直沟槽稳定性的影响
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338213002
W. Oh, M. Bajestani
In geotechnical engineering practice, unsupported vertical trenches are typically excavated in unsaturated soils. In this case, the variation of shear strength and hydraulic conductivity with respect to soil suction is key information to analyze the stability of an unsupported vertical trench. Most shear strength and hydraulic conductivity models use the soil-water characteristic curve (SWCC) as a main tool. Various models are available to determine SWCC, shear strength, and hydraulic conductivity for unsaturated soils. Scholars or practitioners use one the existing models in numerical analyses to estimate the stability of unsupported vertical trench considering rainfall events. However, limited studies have been undertaken to investigate the effect of SWCC and hydraulic conductivity functions on the stability of unsupported vertical trenches in unsaturated soils. In the present study, numerical stability analyses are carried out by using different SWCCs and hydraulic conductivity functions to investigate their influence on the estimated safe height and stand-up time of unsupported vertical trenches. The same shear strength model was used for entire numerical analyses.
在岩土工程实践中,通常在非饱和土中开挖无支撑的垂直沟。在这种情况下,抗剪强度和水力导率随土壤吸力的变化是分析无支撑垂直沟槽稳定性的关键信息。大多数抗剪强度和水导率模型都使用土-水特征曲线(SWCC)作为主要工具。各种模型可用于确定非饱和土的SWCC,抗剪强度和水力导电性。学者或实践者在数值分析中使用现有的一种模型来估计考虑降雨事件的无支撑垂直沟槽的稳定性。然而,关于SWCC和水力传导函数对非饱和土中无支撑垂直沟槽稳定性的影响的研究有限。在本研究中,采用不同的swcc和水力导率函数进行了数值稳定性分析,研究了它们对无支撑垂直沟槽估计安全高度和直立时间的影响。整个数值分析采用了相同的抗剪强度模型。
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引用次数: 0
Numerical Evaluation of Slope Stability based on Temporal Variation of Hydraulic Conductivity 基于水力导率时间变化的边坡稳定性数值评价
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338224003
Alinda Gupta, Md. Azijul Islam, Md Jobair Bin Alam
Slope failure is a common phenomenon all over the world on both man-made and natural slopes. Prolonged rainfall is one of the climatic factors which is largely responsible for slope failure. During heavy and prolonged rainfall, a part of the rainwater infiltrates through the soil and seeps into the slope. The infiltrated water lowers the matric suction and increases the porewater pressure. Eventually, the generated porewater pressure decreases the strength of the soil which results in slope failures. To evaluate the effect of rainwater seepage on slope stability, it is necessary to investigate the hydraulic conductivity of the slope soil. The objective of this study is to evaluate the effect of hydraulic conductivity on slope failure mechanisms. A finite element analysis of slope stability was conducted using Geo-Studio software. A numerical model was developed and calibrated with field monitoring data. The field monitoring data included the observation of hydraulic conductivity using a Guelph Permeameter. Afterward, the temporal variation of rainfall and hydraulic conductivity was incorporated into the SEEP/W program and the consequent changes in slope stability were evaluated in SLOPE/W. From the numerical analysis, with the identical strength parameters of the soil, different factors of safety were observed when the slope sections retain different hydraulic properties. Based on the numerical analysis, it was observed that hydraulic conductivity greater than 4×10-6 cm/s leads to slope failure. Periodic monitoring of hydraulic conductivity in the field may provide deep insight into rainfall-induced slope failures.
在世界范围内,无论是人工边坡还是天然边坡,边坡失稳都是一种普遍现象。长时间降雨是造成边坡失稳的主要气候因素之一。在长时间的强降雨中,一部分雨水穿过土壤渗入斜坡。渗透水降低了基质吸力,增加了孔隙水压力。最终,产生的孔隙水压力降低了土体的强度,导致边坡破坏。为了评价雨水渗流对边坡稳定性的影响,有必要对边坡土的水导性进行研究。本研究的目的是评估水力导率对边坡破坏机制的影响。利用Geo-Studio软件对边坡稳定性进行有限元分析。建立了一个数值模型,并根据现场监测数据进行了校正。现场监测数据包括使用圭尔夫渗透率仪观察水力导电性。然后,将降雨和水力导率的时间变化纳入SEEP/W程序,并在slope /W中评估边坡稳定性的变化。从数值分析来看,在土体强度参数相同的情况下,边坡断面保持不同水力特性时的安全系数不同。通过数值分析可知,导水系数大于4×10-6 cm/s会导致边坡破坏。定期监测现场的水力导电性可以深入了解降雨引起的边坡破坏。
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引用次数: 0
Field observations of soil moisture, suction and movement of cornfield in tropical highland with and without vetiver system 有无香根草系统的热带高原玉米田土壤水分、吸力和运动的田间观测
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338224004
A. Jotisankasa, Wichuda Jamrueang, S. Pramusandi, Surat Semmad, J. Pilumwong
An increasing large number of cornfield have been cultivated in highland of many Southeast Asian countries. In most cases, this corn plantation is done without proper soil & water conservation such as vetiver system (VS), thus causing land degradation and shallow slide. This study is aimed at investigating the field behaviour of slopes with corn plantation with and without vetiver system in Chiang Mai, Northern Thailand. Tensiometers, soil moisture sensors, in-place inclinometers and tiltmeters were installed at a slope in two locations, with and without vetiver system from surface to 2m depth. The monitoring results show that for the vetiver treatment, the soil moisture tended to be higher and response faster to rainfall than the cornfield without vetiver. However, the pore-water pressure in the root zone (about 0.5m) was higher for the vetiver treatment than the cornfield which only has the root depth of about 0.2m. For cornfield without vetiver, the seasonal variation of the soil moisture and pore-water pressure was also larger. Tiltmeter indicates a larger surface movement in the cornfield without VS. However, the inclinometer readings suggested that for slope with VS there was some cyclic movement toward hillside at the surface. This could be an indication of non-uniform settlement of soil layers or influence of groundwater rising.
在东南亚许多国家的高地上,种植了越来越多的玉米地。在大多数情况下,这种玉米种植没有适当的水土保持,如香根草系统(VS),从而导致土地退化和浅滑。本研究旨在调查泰国北部清迈玉米种植坡地有无香根草系统的田间行为。在两个地点的斜坡上安装了张力计、土壤湿度传感器、就地测斜仪和倾斜仪,从地表到2m深度分别安装了香根草系统和不安装香根草系统。监测结果表明,与未施用香根草的玉米田相比,施用香根草的玉米田土壤湿度更高,对降雨的响应速度更快。但根区孔水压力(约0.5m)在香根草处理下高于根深约0.2m的玉米田。在未种植香根草的玉米地,土壤水分和孔隙水压力的季节变化也较大。倾斜仪显示,在没有VS的玉米地,地表运动较大。然而,倾斜仪的读数表明,对于有VS的斜坡,地表有一些向山坡的循环运动。这可能表明土层沉降不均匀或地下水上升的影响。
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引用次数: 0
Coupled hydro-mechanical behaviour of a Kaolin Clay in the context of the geothermal use of geotechnical structures 土工结构地热利用背景下高岭土的耦合水-力学行为
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338223002
Timon Kayser, W. Baille, M. Tafili, T. Wichtmann
An experimental study regarding the hydro-mechanical behaviour of a Malaysian Kaolin is presented. Strain rate-controlled oedometer tests have been conducted on compacted samples. The influence of initial water content on the pore-size distribution (PSD) of compacted samples was investigated by Mercury Intrusion Porosimetry (MIP) tests. The drying path of the soil-water characteristic curve was experimentally determined for initially compacted samples and slurry samples. The preconsolidation stress was found to increase with increase in initial dry density and with decrease in initial water content. The compression curves merge into a single line, as soon as they have reached full saturation during loading. Samples at the dry side of Proctor water content showed a bi-modal PSD, whereas a mono-modal PSD was found for Proctor water content and at the wet side. The different initial compaction states of the samples were getting reflected in the drying SWCC until a suction of about 2 MPa, beyond which the drying paths were found to be identical.
对马来西亚高岭土的水力学行为进行了实验研究。对压实试样进行了应变速率控制测径仪试验。采用压汞法(MIP)研究了初始含水量对压实试样孔隙尺寸分布(PSD)的影响。实验确定了初始压实试样和浆状试样的土水特征曲线的干燥路径。预固结应力随初始干密度的增大而增大,随初始含水量的减小而减小。压缩曲线合并成一条线,一旦他们已经达到完全饱和加载期间。在Proctor水含量的干燥侧的样品显示了双峰PSD,而在Proctor水含量和湿侧发现了单峰PSD。不同的初始压实状态在SWCC中得到反映,直到吸力约为2 MPa时,超过该吸力后的干燥路径是相同的。
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引用次数: 0
Nanophotonics of heterostructures is an important step in solving the problem of environmental safety of transport infrastructure 异质结构纳米光子学是解决交通基础设施环境安全问题的重要一步
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338304004
A. Ruban, V. Danilov
A safe transportation ecosystem encompasses both the passenger and attendant populations as well as the abiotic infrastructure that surrounds them. Solar cells generating electricity are one of the most promising options for building a long-term energy base for the transportation ecosystem, given the trends related to the increasing role of green energy in various industries. The physical foundations for the practical implementation of solar cells are being laid by research in nanophotonics. The role of model representations based on FRET and reverse transport mechanisms are examined in the example of luminescence photodynamics of a heterostructure representing isolated films of CdSe/ZnS-TOPO quantum dots containing InP/InAsP/InP nanowires. The studies performed in this work suggest practical ways to increase the luminescence yield of heterostructures using “interfacial technologies” in core-shell structures.
一个安全的交通生态系统既包括乘客和随行人员,也包括他们周围的非生物基础设施。考虑到绿色能源在各个行业中日益重要的作用,太阳能电池发电是为交通生态系统建立长期能源基础的最有希望的选择之一。纳米光子学的研究为太阳能电池的实际应用奠定了物理基础。以含有InP/InAsP/InP纳米线的CdSe/ZnS-TOPO量子点的孤立薄膜异质结构发光光动力学为例,研究了基于FRET和反向输运机制的模型表征的作用。本研究提出了利用核壳结构中的“界面技术”提高异质结构发光产率的实用方法。
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引用次数: 0
Advanced drainage of the sides of a coal mine by horizontal wells with a camouflage cavity 带隐蔽空腔的水平井超前排煤技术
Pub Date : 2023-01-01 DOI: 10.1051/e3sconf/202338304045
B. Baymirzaev, U. Murodbekov, Z. Mamarajabova, V. Morozov
The article presents the results of experiments on models made of equivalent materials of the operability of wells with a camouflage cavity and comparison with the output of groundwater by a natural aquifer. In the experiment, the geometric, physical similarity of materials in the nature of the model was observed. The results obtained showed that when using wells with a camouflage cavity, not only increases the inflow of groundwater, but also decreases the peak loads of depression stresses on the array, as well as the moistening of rocks around the aquifer, in addition, a graph is shown of the rate of water outflow in time on which with the distribution of water inflow without peaks at the time of the formation of washouts. The conducted experiments have shown good performance of wells with camouflage cavities providing effective drainage of the instrument array.
本文介绍了用等效材料制作的伪装洞井可操作性模型的试验结果,并与天然含水层的地下水出水量进行了比较。在实验中,观察了模型性质中材料的几何、物理相似性。结果表明:采用带伪装空洞的井不仅增加了地下水的流入,而且降低了阵列上凹陷应力的峰值荷载,降低了含水层周围岩石的润湿作用,并给出了随时间流出的水量与冲刷形成时无峰流入水量的分布图。实验结果表明,具有伪装腔的井具有良好的性能,可以有效地对仪器阵列进行排水。
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引用次数: 0
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