The article considers the possibilities of using the deep learning convolutional neural network ResNet in computer vision and image classification problems. The interpretation of the ResNet network and the datasets used for its training are presented, as well as a method for training a deep convolutional neural network with stochastic depth, which allows significantly reducing errors in the test sample

The article deals with the aspects of designing and software implementation of an intelligent system for monitoring and visualizing defective areas of agricultural crops based on the spectral analysis of high-resolution satellite images. The structure of the designed intelligent system, modules and procedures used in its software implementation, as well as a UML-diagram of user interaction with the

The article deals with the problems of monitoring the dynamics of vegetation indices on the basis of multispectral data obtained using technical means of remote monitoring. The effectiveness and validity of the application of vegetation indices was proved by comparing the values of plant indices with reference measurements at test sites of various types of plantings. A review of foreign sources and

The article describes innovative technologies for training engineering specialists. The main meaning of improving the future specialists’ professional training is that the student not only accumulates knowledge and acquires the necessary skills during this period, but also harmoniously develops all components of professional competence. However, at the same time, they are also two relatively independent

The purpose of the research was to develop a design of a multi-section climate chamber, to justify the structure of the control system and simulate the heat balance with the use of the device proposed. To ensure the declared capability of the climate chamber, a structural diagram of the control system was developed, which takes into account the following capability list in the controlled volume: ozone

The aim of the studies is obtaining optimal regime parameters of the process of decontamination of plants’ explants by investigating integral action of sterilizing agent and by modifying nutrient medium. The studies of integral influence of technological factors, which have an impact on the process of explants’ sterilization and output of viable plants, have been carried out by the method of experimental

High regulatory requirements for the quality of treated water discharged into watercourses and wear and tear of local treatment facilities dictate the need to develop new technological solutions in the field of water treatment systems. In this regard, technologies that implement methods of electrophysical or electrochemical impact on polluting components in the processed liquid have found wide application

One of the main reasons for the increase in the ecological tension of aquatic ecosystems remains the discharge into water bodies of domestic wastewater containing toxic substances and pathogenic microorganisms. This is due to the imperfection of water treatment technologies, including due to wear and tear of utility networks and violations in the technological process, accompanied by salvo emissions

The study presents materials that reveal some aspects of the development of the era of neural networks in the XXI century. It is shown that the study of the movement of matter and energy in the ecological ecotone between the human environment and landscapes contributes to the further development of humanity, including in rural areas during the COVID-19 pandemic. Extrapolating the logic of the development

The purpose of the research was the studying of development prospects of agro-industrial cluster in vegetable growing on the South of Russia, based on systematic approach. Statistical information in the area of public administration of agriculture, entrepreneurship development and vegetable growing, was used for analysis. The structure of sown areas was considered and the results of the gross harvest

The article presents the results of experimental research on the sorghum harvester, equipped with a threshing-separating device of the inertial-combing type for harvesting Donskoe-35 variety broom sorghum, work quality in the conditions of farms in the south-western zone of the Volgograd region of Russia. The heads losses change (Qm) dependences on the combine speed (Vk) were determined: before the

Irrigated agriculture has played a very important role in the history of mankind. In many respects, the irrigation technique was highly dependent on local natural conditions, and its development was the process of adapting local plant and water resources to the needs of farmers. The use of land reclamation in modern conditions must be environmentally and energetically justified. Comparing various irrigation

The article discusses issues related to the cultivation of agricultural crops with the simultaneous intrasoil application of mineral fertilizers. The size of the crop depends not only on the amount of fertilizers applied, but also on the quality of their application. Uneven fertilization leads both to a decrease in the biological yield and to inevitable losses during mechanized harvesting, due to the

On the basis of X-ray analysis and quantitative metallography to determine the minimum content of carbon in cementite eutectic - coordinate of the point F of the binary phase diagram of the Fe-Fe3C. The results are checked by calculation using data on saturation magnetization, which gave a good quantitative agreement. Given the preliminary nature of the results presented conclusions about the larger

One of the main problems of the Russian agriculture is the production of the agricultural products required quantities. In connection with the norms of impact on agricultural landscapes exceeding due to their long and intensive agricultural use, it led to the energy and mass exchange disruption between its components, the progressive development of degradation phenomena, the decrease in soil fertility

The issue of land reclamation modern technologies and technical means development is considered in the article, in particular, the improvement of the structures of sprinkle-forming devices in order to increase their use efficiency, which is a priority direction of scientific and applied research. A short-range deflector nozzle of one-piece design sector action was developed, it includes a replaceable

In the national security system of the Russian Federation, food security (FS) is also one of the important tasks, since without a reliable food supply, it is impossible to avoid dependence on other States. Decree of the President of the Russian Federation No. 20 of January 21, 2020 “On the Approval of the Food Security Doctrine of the Russian Federation” approved a new FS Doctrine. The doctrine considers

The significant volume, as well as the semantic and lexicological diversity of Internet content, necessitates the creation of new methods for its computer analysis in order to identify potential threats and undesirable content, in particular, using artificial intelligence (AI) methods. This scientific problem can be solved with the use of neural network technologies, including frequency preprocessing

One of the wheeled tractors use effectiveness essential indicators in agricultural production is the indicator of their traction and grip qualities, due primarily to the interaction of the driving wheels with the rolling surface on different soil backgrounds and the slip coefficient. As the result of the wheel propellers interaction with the soil, the latter one is compacted and intensively destroyed

The article is devoted to the research of the inter-urban library role as a center for individual and mass library-information services for specialists in the agro-industrial complex. The work experience of the Volgograd region with agricultural literature is presented and the ways to overcome the problematic field of documentary funds replenishment, the information technologies usage in the technological

The paper considers the possibility of solar panels implementing on the territory of the Volgograd region and the Volgograd city. The structure and characteristics of equipment for generating electricity are considered in the article. Equipment for receiving, storing and transferring energy to the consumer has been proposed. Research has been carried out to determine the photovoltaic panels’ operation

The research is devoted to the development of new, self-adapting irrigation management systems allowing the control decisions reliability increasing based on the consideration of the terrain natural features in the service area. A model of irrigation management with integrated elements of artificial intelligence is proposed, which can significantly increase the forecast accuracy for the total water

The main criteria for assessing the optimal functioning of agricultural distribution networks 6-10 kV are considered in the article. The criterion of reliability is the integral annual undersupply of electricity, the criterion of the electricity quality is voltage losses in the network, the criterion of economic efficiency is electricity technological losses in the network, and the physical condition

The use of planting material with a root-balled tree system is one of the promising directions for creating artificial plantations. It is associated with radical changes in the cultivation of planting material and significant changes in the forest crops production technology [1]. The technology of widespread, woody plants year-round cultivation in the artificial environment can be implemented by using

The use of modern energy-rich equipment in agricultural production led to the increase in the operating speeds of machine-tractor aggregates (MTA), and, accordingly, to the further increase in dynamic loads in the engine-transmission unit. This also influenced the increase in hook load fluctuations relative to the average value up to 30 … 35%, which led to the occurrence of negative phenomena in the

The optimization function of the filter compensating device has been determined, the purpose of which was the possibility of the harmonic distortion factor minimizing, the arguments of which are the power of individual filters. To analyze and compare the efficiency of the filter compensating device, quality indicators measurements of the electrical energy at an agricultural machine-building plant were

The research results of a model for effectiveness assessing of the “No-Till” innovative technology implementation in which the soil is not cultivated in the traditional, mechanical and usual for us way by plowing, but is covered with crushed plant crops remains, are presented. A system-cognitive analysis of the No-Till technology implementation effectiveness assessment applied in the intelligent system

The article is devoted to identifying of trend-seasonal components using iterative methods of the non-ferrous scrap metal collection filtering. According to the study objectives and the results of the time series characteristics analysis, the Chetverikov method implementation as a method for data filtering is described stepwise. Calculations and construction of diagrams were carried out in MS Excel

This article contains the economic processes trend-seasonality identification and its analysis. The object of research is the water delivery market - HOD (Home & Office Delivery). The subject of the study is the drinking mineral water sales time series (TS) in the Krasnodar Territory in 19-liter PET bottles. The authors applied the Chetverikov’s iterative filtering method to the time series, implemented

The task of agriculture digital transformation is one of the priority tasks for the development of the country’s agri-food system. A significant level of agricultural producers’ differentiation in terms of the technical, technological and informational development level, in terms of financial capabilities and the resource quality provision give rise to the presence of many constraints on of digital

This article presents the results the adapted complex methodology operation for the pre-estimating analysis of the dynamics of tourist flow time series decomposition in the Dombai ski village, the features of which are in the combined use of both classical and new “nonlinear” statistics. The methods proposed and tested by the authors are presented in the form of a pre-estimating model for assessing

This article presents the results of the adapted complex methodology operation for the time series dynamics estimating, its features are in the joint use of both classical and new “nonlinear” statistics. The methods proposed and tested by the author are presented in the form of a pre-estimating and estimating model for assessing the grain yields time series trend stability in the Volgograd region (1930–2019)

The questions of social sectors management are currently relevant. One of the problems is the almost complete absence of any mechanism for prices and tariffs managing, as well as enterprises evaluating in such areas as housing and communal services, public transport and public health service in order to determine the optimal “producer-consumer” pair. Within the framework of the conducted studies, it

The importance of the biological method of plant protection as one of the prospects for the green economic development in Russia and in the world is discussed in the article. The modern directions of the Russian agricultural science development for the transition to environmentally friendly agricultural production are analyzed. The experience of biological preparations and biological agent’s application

The article presents the results of three-year observations of the sunflower growth and development in two innovative systems of sunflower cultivation: Clearfield and Express Sun and the use of two growth regulators - IzagriBor and Fertigrain in the subzone of southern chernozems of the Volgograd region. It was found in laboratory studies that the positive influence of the studied growth regulators

The article discusses the issues of the crop rotations productivity increasing due to the selection of high-ranking agricultural crops and the green manure crops use as independent and stubble crops. The input into the soil of nitrogen, phosphorus and potassium biologically related substances with organic matter of crop residues in different links of the crop rotation were analyzed. It is shown that

The plant growth regulators application will increase the stimulating effect on the plant, its growth activity, physiological functions and organism protective reactions involved with metabolism increasing, stress resistance to unfavorable conditions (diseases, pests, freezing, dry period and others). It was proved that the studied Energia-M and Biodux preparations stimulated the plants growth and

The research results carried out on light-chestnut soils in 2011-2017 are presented, in order to determine the rational parameters of the water, nutritional regimes of the soil and various varieties of fodder galega to create highly productive herbage with their long-term use. The study of the fertilizers calculated doses influence and various pre-irrigation soil moisture thresholds on the herbage

To increase yields, it is necessary to improve the technologies for growing agricultural crops. Scientific research was carried out from 2016 to 2020. The optimal seeding rates per hectare, seasonal irrigation rates and doses of mineral nutrition were studied, this will reveal the levels of vegetable crop rotations adaptive intensification, its influence on soil indicators characterizing the soil formation

At present, the problem of the seeds sowing qualities and the produced crop quality improving is still urgent. The solution to this problem is carried out mainly through the use of various preparations for pre-sowing seed processing. A promising direction in the pre-sowing seed-processing field is the application of seed processing electrophysical methods before sowing. The research results on the

All papers published in this volume of IOP Conference Series: Earth and Environmental Science have been peer reviewed through processes administered by the Editors. Reviews were conducted by expert referees to the professional and scientific standards expected of a proceedings journal published by IOP Publishing. • Type of peer review: Double-blind • Conference submission management system: submissions

K E Tokarev 1 1 Volgograd State Agricultural University, 26, Universitetskiy Avenue, Volgograd, 400002, Russia E-mail: tke.vgsha@mail.ru Dear Authors and (Online) Participants of MMTES-III, International Scientific Conference Mathematical Modeling of Technical and Economic Systems in Agriculture III (MMTES III-2020) was successfully held online on Dec 10-11, 2020 in at the Department of Mathematical

The need for air transportation increases every year. Indonesian government is on a never-ending construction of airport infrastructure across new regional points to create equitable development. Airport is an infrastructure to connect between modes of transportation. One of the most important parts of airport is the passenger terminal. Passenger terminal requires a wide-span structural system in order

Recently there has been discussions on the role of bus rapid (BRT) transit in transit-oriented development (TOD). This article explores a feature of bus rapid transit within the framework of TOD’s principle of developing built environment and transit systems that trigger its citizens to shift from using private motorised vehicle to using transit system for daily mobility. This article explores Transjakarta

Transportation system is an effort in integrating the network of human and product movement from source to desired destination. The movements are conducted in every part of the world in macro scale (intercontinental) and micro scale (neighbourhood). Kampung Kota (Urban village) is an organic residential settlement at the urban area which still having Indonesia lifestyle uniqueness. Each kampung kota

Vegetation is not only an element of place in the landscape but also can improve a sacred value to a place. There are three Keraton in Cirebon City are known as a sacred place. one of the markers of the sacredness of the palace is the existence of sacred plants. Keraton is a residence of the sultan, who is considered as a messenger of God to this world, and vegetation in it functioned to increase the

Cultural heritage on the island of Java-Indonesia has a lot of diversity. The community’s sense of belonging to their local culture provides an effort to preserve and protect their culture through cultural tourism activities that reflect community creativity and provide economic value. The purpose of this research is to explore and identify the architectural design features of creative economy space

A Performing Arts Centre is a venue that needs optimum acoustic. Many art performances generate high intensity sounds that auditoriums in the building are installed with acoustic systems. Acoustic system is used to reduce the intensity of sounds, for the purpose of giving the audience and performers an ease in listening and producing sounds. Other factors that could affect the ease of audio are the

The Kota Tua area of Jakarta in Indonesia is known as an area with many heritage buildings. Most of the heritage buildings in Kota Tua are vulnerable to damage. One of the potential risks to the buildings is a capillary rise, which is known as a natural event. The capillary process may threaten the construction by the high dampness on the walls, caused by rising damp of water from the ground. Besides

As one of the traditional squares on the island of Java, Alun-alun Kidul Keraton Surakarta faces the challenge of changing its function. The physical condition of the South Square of the Keraton Surakarta is covered by a wall called beteng. In the Javanese spiritual concept, Alun-alun Kidul is connected in an imaginary line to the south coast. In terms of structure, the Alun-alun Kidul has a characteristic

Protecting local culture is one of the sustainable development principles. Balinese Architecture is an embodiment of the cosmological Balinese Hindu concept, which is the local community’s way of life so that it needs to be preserved. The application of the Tri Mandala concept in modern building design through the neo vernacular architecture approach is a way to preserve Balinese culture. This paper

The Central Kalimantan has demanded to be separated from South Kalimantan during the 1950s due to the struggle of the Dayaks movement on the historical claim over their resources and territories. This separation also changed the system of characteristics of the way of living in and around indigenous Banjarese and Dayaks particularly in coastal urban areas while some parts of historical districts have

Traditional people always adapt to settle. Along with the time, the traditional houses have changed adaptively to human needs. One example could be found in the Bolon Toba house around the Toba Lake area. Many of the Bolon houses adding some new structures that make the visual form change. This research studied phenomena of the Bolon House changes in Gurgur Aek Raja village to find out visual and spatial

During the reign of the Dutch East Indies, the phenomenon of developing architectural designs with a diverse variety of forms filled the developmental history of early modern architecture in Malang City. The offer of various aesthetic elements in the various design included the design of public buildings to meet the increasingly complex activity of city life. The aesthetic element is a visual sign

Kampong Naga is one of the traditional villages in Indonesia that still preserves the environment and tradition naturally, while many traditional villages in Indonesia have been eroded by time and lost its original architectural forms that respond to nature and their beliefs. Kampong Naga, located in Tasikmalaya, West Java, is an embodiment of environmental and vernacular architectural arrangements

This paper presents the results of a study regarding the identification of the terraphilia basic aspects of Sumberawan site as a first step in the formulation of a strategy based on a unified view. Teraphilia is a living space that is present through the interconnected integration between physical and social dimensions, representation of human actions, and cultural values as geographical products.

In Medan, there are many buildings with high historical value abandoned. Ex-Deli Tobacco hospital is one of them. It was built in 1885 by Deli Maatschappij, a tobacco plantation pioneer company on Deli land. It is the first modern hospital in Sumatra, located in the heart of the city. This study aims to develop the design concept of the adaptive reuse of ex-Deli Tobacco hospital through a comprehensive

Medan is one of the historical towns in Indonesia, where the plantation industry triggered its growth. Until today, most of the heritage buildings remain, but many of them tend to damaging and distinction, including the Warenhuis. The Warenhuis in which has a very high architectural significance is located in the historic district of Kesawan which as the historical core of the Medan city. Therefore

Pasar Lama Tangerang area is one of the several old Chinatowns in Java Island, Indonesia which has been growing since the 16th century. This area is important to be studied due to the presence of some elements which form an urban area observed to be more or less three centuries old. The primary elements which are one of the most important aspects form the core of the city’s aggregation and main artifacts

Al Mukarromah Mosque in Kampung Bandan, North Jakarta, Indonesia, is a religious tourism destination. The Mosque housed tombs of Islamic propagators, Habib Mohammad Bin Umar Al-Qudsi, Habib Ali Bin Abdurrahman Ba’alawi, and Habib Abdurrahman bin Alwi As-Syatiri. Pilgrims come to the Mosque to pray, due to its history. Tourism activity causes physical changes in the building of the mosque and the houses