Journal articles on the topic 'City logistic'
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BÙI THANH, TRÁNG, and TIẾN HỒ XUÂN. "Factors Affecting Logistics Providers’ Satisfaction with Logistic Environment in Ho Chi Minh City." Journal of Asian Business and Economic Studies 216 (April 1, 2013): 68–83. http://dx.doi.org/10.24311/jabes/2013.216.03.
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The paper investigates factors affecting logistics providers? satisfaction with HCMC logistic environment and then extend some remedies to enhance it. By using both quantitative and qualitative methods, the authors investigate 200 logistics providers operating in HCMC. The results show that the satisfaction with the logistic environment is affected by six factors: (1) the quality of trade- and transport-related infrastructure, (2) the ease of arranging competitively priced shipments, (3) the efficiency of the customs clearance process, (4) the ability to track and trace consignments, (5) the competence and quality of logistic services , and (6) the frequency with which shipments reach the consignee within the scheduled or expected delivery time.
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Belof, Aleksandra. "THEORETICAL BASICS OF CITY LOGISTICS MANAGEMENT." Zeszyty Naukowe Wyższej Szkoły Humanitas Zarządzanie 20, no. 3 (September 30, 2019): 133–45. http://dx.doi.org/10.5604/01.3001.0013.7245.
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Nowadays, in cities around the world changes are made to adapt the urban infrastructure to the needs of modern society. The functioning of the city’s logistics management system is determined by the logistics processes taking place in its area. This article discusses the concepts of city logistics management and urban logistics. Logistic streams flowing through cities as well as definitions, goals and tasks of urban logistics have been described.
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TRANG, BUI THANH, and HO XUAN TIEN. "Factors Affecting Logistics Providers’ Satisfaction with Logistic Environment in Ho Chi Minh City." Journal of Economics Development 216 (April 1, 2013): 68–83. http://dx.doi.org/10.24311/jed/2013.216.03.
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Köster, Felix, Marlin W. Ulmer, and Dirk C. Mattfeld. "Cooperative Traffic Control Management for City Logistic Routing." Transportation Research Procedia 10 (2015): 673–82. http://dx.doi.org/10.1016/j.trpro.2015.09.021.
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Matusiewicz, Maria. "Modeling Stakeholders Openness to Sustainable Logistics Measures Using a Data Analysis Approach." Processes 10, no. 6 (May 31, 2022): 1096. http://dx.doi.org/10.3390/pr10061096.
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The last mile constitutes the most expensive and difficult part of the supply chain. This fact results from the density of buildings and from traffic congestion. The implemented programs that aim at increasing the effectiveness of city logistics do not always bring about the expected results, the reason being the lack of consultations with stakeholders prior to their implementation. Such consultations could help to recognize the expectations, aims and fears of each of the agent/actor groups using the urban space. The purpose of this article is to recognize the attitude of one of the groups of stakeholders (recipients/businesses located in the area) in the Polish neighboring agglomerations of Gdańsk and Gdynia, towards chosen city logistic measures. The research consisted in searching for a correlation between the attitude towards a particular city logistics measure and the size of the business, as well as between the attitude towards the given city logistics measure and the difficulty of its implementation. The results showed that there is a relationship between the difficulty of implementing a given city logistics measure and the tendency to implement it and that the number of employees influence the tendency towards openness to the new logistics measures; the bigger the enterprise, the greater the openness to new logistic solutions.
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Dohn, Katarzyna, Marzena Kramarz, and Edyta Przybylska. "Interaction with City Logistics Stakeholders as a Factor of the Development of Polish Cities on the Way to Becoming Smart Cities." Energies 15, no. 11 (June 2, 2022): 4103. http://dx.doi.org/10.3390/en15114103.
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The growing population of cities means that they face many new challenges in improving their economic, social and environmental efficiency. These themes are relevant to the increasingly popular worldwide concept of smart cities. A smart city is a city that is friendly to people and the environment, in which people live better, safer, and healthier. From the point of view of management sciences, they are a result of creative development and the implementation of various solutions that should involve various stakeholders. The quality of life of city residents is largely influenced by logistics solutions, including the movement of both people and cargo in the city. This issue is directly relevant to the aim of this article, which is to try to determine the degree of cooperation between the city and city logistics stakeholders in the context of identifying gaps in the inclusion of logistics areas in the strategies of Polish cities. Both the role of stakeholders in actively shaping city strategies and the inclusion of logistics aspects in strategies are areas discussed in recent years in the literature in the context of smart cities. Our approach combines these two areas by pointing to their importance in the development of cities towards smart cities. In our stakeholder research, we focus on city logistics stakeholders, as the identified gaps in strategies relate only to logistics aspects. We conduct our research in Polish cities. In assessing the cooperation of Polish cities with their stakeholders and identifying gaps in the inclusion of logistic aspects in the strategies, we used an original questionnaire that allowed us to survey 280 Polish cities. To analyse the stakeholders we used statistics. To analyse the questionnaires, we used descriptive statistics, while gaps were identified by relating the results to the developed template. Both the problem of gaps and the problem of stakeholders were also considered on a voivodeship scale. The research results indicated a low level of cooperation between local authorities and key city logistics stakeholders. Moreover, logistic aspects were found to be insufficiently included in the city strategies of Polish cities (a high level of gaps was identified for most of the examined areas). This indicates the low awareness of local authorities regarding the shaping of cities’ logistics systems and a lack of activity in this area. The results provide city managers with information on how to develop cooperation with stakeholders and which logistic areas to include in the formulated strategies. Undertaking these actions is a condition for the development of Polish cities towards the “smart city” concept.
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Rezende Amaral, Rodrigo, Ivana Šemanjski, Sidharta Gautama, and El-Houssaine Aghezzaf. "Urban Mobility and City Logistics – Trends and Case Study." PROMET - Traffic&Transportation 30, no. 5 (November 9, 2018): 613–22. http://dx.doi.org/10.7307/ptt.v30i5.2825.
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Improving urban mobility is crucial to the sustainable development of a city. Well-managed movement of individuals, goods, and services is essential to increase citizens’ welfare, not only by reducing travel times and congestion levels, but also by minimizing air pollution, noise, accidents, etc. To achieve the desired results, the objectives and scope of the optimization efforts have become broader in recent years. Instead of focusing only on the flows and on the network itself, research and projects have connected various areas of economy to traffic management, such as public health and logistic optimization. In this work we discuss the interconnections between urban mobility and city logistics, and present a case study showing how the mobility plan implemented in Ghent (Belgium) in April 2017 affected its logistic system.
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Gutierrez, Jose M., Michael Jensen, and Tahir Riaz. "Applied Graph Theory to Real Smart City Logistic Problems." Procedia Computer Science 95 (2016): 40–47. http://dx.doi.org/10.1016/j.procs.2016.09.291.
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Tao, Yi, Shihang Wang, Jiang Wu, Mingsong Zhao, and Zhen Yang. "Logistic Network Construction and Economic Linkage Development in the Guangdong-Hong Kong-Macao Greater Bay Area: An Analysis Based on Spatial Perspective." Sustainability 14, no. 23 (November 24, 2022): 15652. http://dx.doi.org/10.3390/su142315652.
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Regional logistic networks and linking urban clusters to boost high quality economic development are both key topics in sustainable development in China. In recent years, China has highlighted the significance of the logistics industry and urban cluster development, attaching practical importance to the connections between these two topics from a spatial perspective. This paper aims to discuss how regional logistic networks linking urban clusters improve economic development. This study constructs a logistic evaluation indicator system based on the multi-indicator data of 11 cities in the Guangdong-Hong Kong-Macao Greater Bay Area in 2020. This research employs the entropy-weighted-TOPSIS method to measure and rank the comprehensive logistics quality of each city in the economically linked logistic network of the Guangdong-Hong Kong-Macao Greater Bay Area. This study applies the modified gravity model to explore the logistics linkage and logistic network characteristics of each city in the Guangdong-Hong Kong-Macao Greater Bay Area. Finally, this research analyzes how the agglomeration ability of the central cities in the Guangdong-Hong Kong-Macao Greater Bay Area affects other cities from a spatial perspective. Furthermore, this spatial perspective investigates the agglomeration effect of the economic linkage logistic network through the social network analysis method. The results have the following three implications. (1) The logistic network has a high density, a stable overall structure with a strong agglomeration effect, and there is an increasingly mature logistic network development in the Guangdong-Hong Kong-Macao Greater Bay Area in the Bay Area. (2) Agglomeration is significant in the central cities of the Guangdong-Hong Kong-Macao Greater Bay Area including Hong Kong, Shenzhen, Guangzhou, and Macao. Nonetheless, insufficient peripheral cities have been cultivated. Therefore, the government should focus on strengthening the balance of urban development in the bay area and improving the logistics access among cities to break through the barriers of regional synergistic development. (3) The economic development of cities is highly correlated with the level of logistics links. Additionally, the economy is the cornerstone to promoting the high-quality development of the logistics industry. Moreover, the economy and logistics are inseparable, mutually promoted, and developed together.
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Srikanth, Seelam, Syed Omar Ballari, and Sala Eswar. "Framework for freight movement in Bangalore city, India." IOP Conference Series: Earth and Environmental Science 1084, no. 1 (October 1, 2022): 012033. http://dx.doi.org/10.1088/1755-1315/1084/1/012033.
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Abstract The movement of goods throughout the country ensures need and availability across the countries. The process and methodology of movement of goods are termed Freight. From the process of identification of the source, production, storage, and delivery of goods to respective customers there are logistics involved in the process, known as freight logistics. The market size of the logistics sector in India is estimated to be between USD 90-125 billion. Freight is also the major user of roads, rails, and other modes of transport. Despite holding promise the logistics sector in India remains mired in several complexities which have the potential of holding it back. As a solution to this Freight Logistics needs a framework and Directive policies, in this regard this documentation was carried out with the help of the Directorate of Urban Land Transport to review various Directive policies of freight around the world. The present study will map the types of goods, different stakeholders participating in freight, Infrastructures involved in freight, Logistics or Supply Chain processes, different types of Logistic Service Providers, etc. Finally in this paper, the draft framework for Freight Logistics Policies is worked out under mainly three sub-headings Institutional Landscape, Infrastructure, and Logistics or Supply Chain Process.
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Smyrnov, I. "TERRITORIAL AND LOGISTICAL ORGANIZATION OF URBAN TOURISM IN CONTEXT OF ITS SUSTAINABLE DEVELOPMENT (UKRAINE’S CASE)." Bulletin of Taras Shevchenko National University of Kyiv. Geography, no. 72 (2018): 20–24. http://dx.doi.org/10.17721/1728-2721.2018.72.4.
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The territorial and logistic aspects of the integrated strategy of sustainable development of urban tourism, based on two concepts – tourism decentralization and reverse logistics are outlined. The first concept is based on the geologistical organization of the tourist space of the city, which includes such components as: geologistical (geographical and logistical) identification of the resource base of urban tourism; geologistical planning of tourist flows and determination of their needs; geologistical design of tourist infrastructure; geologistical design of supply chains of tourist infrastructure. At the same time, the geographical identification of the resource base of urban tourism means geospatial localization of tourist objects in the city. They should be considered as a kind of “tourist magnets”, which attract the flow of tourists to certain parts of the city. Accordingly, the territorial concentration of tourist objects causes a concentration of tourist flows, therefore these considerations should be taken into account when creating and placing new tourist objects in certain parts of the city so that there will be no territorial over-saturation of them. Consequently, instead of the territorial concentration of tourist objects in the central parts of the city, their territorial dispersion, that is, dispersion across the city territory, should be proposed. Logistical identification of the resource base of urban tourism means the definition of the logistic potentials of individual tourist objects, that is, the maximum possible tourist flows, which will not affect the sustainable development of tourism and the state of tourist resources. Geologistical planning of tourist flows and their needs means forecasting the size and structure of tourist flows and their needs, which can be divided into needs of the first and second levels. Geologistical planning of tourist infrastructure is to develop a network of tourism infrastructure objects in order to meet the previously determined needs of tourists of the first and second levels. The geologistical design of supply chains to ensure the functioning of tourism infrastructure objects includes the development of territorial transport and logistic schemes for their supply, taking into account the characteristics of the road network of cities and the locations of the objects themselves. The second concept involves an integrated approach to the recycling of the total amount of urban waste, including tourist one, taking into account their collection and removal from the city, as well as processing at special enterprises. The experience of Ukrainian cities of Lviv and Kyiv in this context is considered. At the same time Kyiv is more efficient in processing municipal waste, including tourist one, and Lviv faces the problem of the removal and recycling of urban waste, including tourist, over which the city now works.
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Ezdakova, A. "Logistic possibilities of the city of Ryazan and Ryazan region." NEW UNIVERSITY: ECONOMICS & LAW, no. 7-8 (August 30, 2014): 92–96. http://dx.doi.org/10.15350/2221-7347.2014.7-8.0018.
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Ismail, Amiruddin, and Adel Ettaieb Elmloshi. "Logistic Regression Models to Forecast Travelling Behaviour in Tripoli City." International Journal on Advanced Science, Engineering and Information Technology 1, no. 6 (2011): 618. http://dx.doi.org/10.18517/ijaseit.1.6.124.
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Fatah, Abdul. "Pemilihan Prioritas Strategi Pengembangan Terminal Xyz Dengan Menggunakan Metode Ahp (Analytical Hierarchy Process." Sistemik : Jurnal Ilmiah Nasional Bidang Ilmu Teknik 7, no. 1 (July 9, 2019): 10–20. http://dx.doi.org/10.53580/sistemik.v7i1.6.
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Abstrak
Rendahnya tingkat kinerja logistik di Indonesia melatarbelakangi pembentukan Sistem Logistik Nasional (Sislognas). Untuk mendukung pengembangan Sistem Logistik Nasional, keberadaan dry port harus segera dimaksimalkan. Salah satu terminal peti kemas yang dapat dimaksimalkan adalah Terminal Peti Kemas Bandung (TPKB) yang berada di daerah Gedebage. Terminal Peti Kemas Gedebage di dirikan pada tanggal 27 September 1987, berdasarkan Keppres Nomor. 52/ Tahun 1987 Tentang Terminal Peti Kemas. Dengan adanya terminal ini diharapkan dapat mewujudkan Sistem Transportasi Kota yang lebih baik untuk mendukung Kota Bandung sebagai Kota Jasa Yang Bermartabat.
Tujuan dari penelitian ini adalah dapat ditentukannya faktor-faktor yang dapat mengakibatkan penurunan kinerja Terminal Peti Kemas Bandung, dan dapat ditentukannya prioritas strategi yang dapat digunakan untuk memperbaiki kinerja Terminal Peti Kemas Bandung.
Dalam menentukan prioritas strategi perbaikan kinerja Terminal Peti Kemas Bandung, penulis menggunakan metode Analytical Hierarchy Process (AHP) dengan menggunakan indikator LPI (Logistic Performance Index) dari Bank Dunia sebagai kriteria karena indikator yang digunakan bersifat multi-dimensi, yaitu : Customs, Infrastructure, International Shipment, Logistic Quality, Tracking and Tracing, dan Timeliness. Dari pengolahan data menggunakan AHP, tingkat kepentingan Infrastructure memiliki prioritas terpenting dengan skor tertinggi yaitu 0.443, Customs (0.188), Timelines (0.128), Logistic Quality (0.109), International Shipment (0.084), dan Tracking & Tracing (0.047).
Adapun hasil pengolahan data dan analisis diketahui faktor-faktor yang dapat mengakibatkan penurunan kinerja Terminal Peti Kemas Bandung adalah konektivitas/akses dari pabrik ke terminal, konektivitas menuju pelabuhan Tj. Priok, tingkat koordinasi antar pihak, penggunaan Teknologi Informasi dan Komunikasi, jadwal keberangkatan kereta, dan kendala Terowongan Saksaat. Sedangkan prioritas strategi untuk meningkatkan kinerja Terminal Peti Kemas Bandung secara berturut turut adalah Membangun konektifitas dengan pelabuhan, membangun pelayanan yang terintegrasi, membangun system ICT yang handal, membangun rel KA khusus peti kemas, membangun rel KA melewati daerah industry, dan menjadikan kawasan Gedebage menjadi pusat logistik/distribusi.
Kata kunci : Peti kemas, AHP, LPI, TPKB
Abstract
The low level of logistics performance in Indonesia lies behind the formation of the National Logistics System (Sislognas). To support the development of the National Logistics System, the existence of dry ports must be maximized immediately. One of the container terminals that can be maximized is Terminal Peti Kemas Bandung (TPKB) in the Gedebage area. TPKB was established on September 27, 1987, based on Presidential Decree Number. 52/1987 concerning Container Terminals. The existence of this terminal is expected to be able to realize a better City Transportation System to support Bandung City as a City of Dignified Services.
The purpose of this study is to determine the factors that can lead to a decrease in the performance of the TPKB, and can determine the priority of strategies that can be used to improve the performance of the TPKB.
In determining the priority of performance improvement strategies for TPKB, the author uses the Analytical Hierarchy Process (AHP) method using the LPI (Logistic Performance Index) indicator from the World Bank as a criterion because the indicators used are multi-dimensional, namely: Customs, Infrastructure, International Shipment, Logistic Quality, Tracking and Tracing, and Timeliness. From data processing using AHP, the level of importance of Infrastructure has the most important priority with the highest score of 0.443, Customs (0.188), Timeline (0.128), Logistics Quality (0.109), International Shipment (0.084), and Tracking & Tracing (0.047).
The results of data processing and analysis are known factors that can lead to a decrease in performance of the TPKB is connectivity / access from the factory to the terminal, connectivity to the port of Tj. Priok, the level of coordination between parties, the use of Information and Communication Technology, the train departure schedule, and the Saksaat Tunnel obstacle. While the priority strategy for improving the performance of TPKB in succession is Building connectivity with ports, building integrated services, building reliable ICT systems, building containerized railway tracks, building railroad tracks through industrial areas, and making the Gedebage area a center logistics / distribution.
Keywords: Container, AHP, LPI, TPKB
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Lê Tấn, Bửu, Chính Trần Minh, and Thành Đặng Nguyễn Tất. "Core Criteria Affecting Decisions to Select Logistics Services Suppliers in Hồ Chí Minh City." Journal of Asian Business and Economic Studies 222 (October 1, 2014): 124–41. http://dx.doi.org/10.24311/jabes/2014.222.08.
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Outsourcing of logistics services has become popular since the beginning of the 21st century. Along with increasingly great changes in supply of logistics services, exploring customers’ demand and core criteria affecting decisions to select logistics services suppliers becomes increasingly necessary. Employing the EFA and binary logistic regression, the research identifies eight core criteria affecting decisions to select service suppliers by HCMC-based exporters and importers: quick response to customers’ demand, updating service supplying fares, brand reputation of logistics services suppliers; exact billing; care of customers’ interests and needs; location of service suppliers; availability of e-commerce services and electronic billing; and reasonable pricing.
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gang, Xu Jing, José Humberto Ablanedo Rosas, and Hongman Gao. "Logistic systems and new market players: the case of Yiwu city." International Journal of Logistics Systems and Management 11, no. 4 (2012): 522. http://dx.doi.org/10.1504/ijlsm.2012.046704.
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TARAKANOV, M. L., V. M. LISYUK, I. A. TOPALOVA, and T. P. LOZOVA. "PERSPECTIVE DIRECTIONS AND FORMS OF THE DEVELOPMENT OF THE CITY-LOGISTICS IN THE CITY MANAGEMENT SYSTEM." Economic innovations 20, no. 1(66) (March 20, 2018): 197–205. http://dx.doi.org/10.31520/ei.2018.20.1(66).197-205.
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Topicality.. City Logistics is a newly investigated area of ??scientific and practical development aimed at the study of the integrated proportional development of cities, urban agglomerations and suburban areas. Domestic city-logistics is associated with significant lagging conceptual, methodological and applied approaches in relation to the leading cities of the world. Positive foreign experience shows that significant contribution to the comprehensive solution of the problems of network logistics brings to those areas of the city economy, the basis of which are formed by flow systems. In this regard, the problems of searching for and eliminating the disparities that arise between components of the flow systems, which have a significant impact on the economic, financial and other spheres of the city economy, are pressing. Aim and tasks. The purpose of this article is to study and provide suggestions for the use of network logistics as a management tool for efficient urban management. Research results. The existing concepts of network logistics are analyzed and a new vision is proposed on the basis of the use of network logistics as a management system of municipal economy. As a research object, local markets in the system of municipal economy are distinguished, the peculiarities of which within the cities allowed to develop a conceptual scheme of their typology, which includes the level of markets whose logistics solves purely socio-economic, environmental and other problems of the urban community; the level of markets, the logistics of which is aimed at forming the poles of economic growth; the level of markets, the logistics of which ensures the competitiveness of cities as major international transport, tourist and recreational and logistic sites with the further integration into the national, pan-European and global system of commodity movements. Conclusions. City Logistics is an effective direction of scientific research aimed at achieving a balanced and proportional development of various areas of the city economy: housing, communal, transport, construction, road, trade, energy, etc. Priorities of the network logistics should be directed to support the reforms of the administrative-territorial structure of cities, the radical improvement of the urban environment, the elimination of imbalances in the parameters of the quality of life and life of different regions of cities. An effective form of implementation of the provisions of network logistics in the practice of economic and business activities of the city should be the merger of efforts of scientists, management bodies, business structures to develop precisely such projects, which are aimed at providing a real effect from the introduction of logistics tools in the organization of life of cities.
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Urzúa-Morales, Juan Guillermo, Juan Pedro Sepulveda-Rojas, Miguel Alfaro, Guillermo Fuertes, Rodrigo Ternero, and Manuel Vargas. "Logistic Modeling of the Last Mile: Case Study Santiago, Chile." Sustainability 12, no. 2 (January 16, 2020): 648. http://dx.doi.org/10.3390/su12020648.
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This research proposes a new distribution system of goods in the historical center of the city of Santiago, Chile. For the design of the urban logistic system, the methodology city logistics and last mile are used. This design incorporates to the freight transport flexible solutions that improve the efficiency of the distribution process and trade supply, minimizing the environmental impact of the atmospheric pollution (AP). The proposal was made through the data collection, the characterization of the sector and the diagnosis of the urban logistics processes. The analysis of the factors allowed to evaluate the costs of the AP negative externalities. The causes were used as design criteria for the proposals, with the aim of improving the quality of life of the city users. The physical location selection of the Cross-Docking was made through an optimization model of maximum coverage. The optimization algorithm of the nearest neighbor was proposed for vehicle routing. The analytic hierarchy process (AHP) was used to generate a ranking of the best non-polluting vehicles to be used in the zone. Finally, the results obtained allowed a 53 ton decrease in carbon dioxide in the square kilometer and reduced 1103 h of interruptions per year in the vehicular congestion of the sector.
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Viteri López, Andrea Salomé, and Carlos Augusto Morales Rodriguez. "Flash Flood Forecasting in São Paulo Using a Binary Logistic Regression Model." Atmosphere 11, no. 5 (May 7, 2020): 473. http://dx.doi.org/10.3390/atmos11050473.
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This study presents a flash flood forecasting model that uses a binary logistic regression method to determine the occurrence of flash flood events in different watersheds in the city of São Paulo, Brazil. This study is based on two years (2015–2016) of rain estimates from a dual-polarization S-band Doppler weather radar (SPOL) and flood locations observed by the Climate Emergency Management Center (CGE) of São Paulo City Hall. The logistic regression model is based on daily accumulated precipitation, a maximum precipitation rate, and daily rainfall duration. The model presented a probability of detection (POD) of 46% (71%) on average for flood events (conditional), while, for events without flash flood, it reached 98% probability. Despite the low averaged POD for flash flood occurrence, the model demonstrated a good performance for watersheds located in the east of the city near the Tietê River and in the southeast with probabilities above 50%.
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Elsner, James B., and Zoe Schroder. "Tornado Damage Ratings Estimated with Cumulative Logistic Regression." Journal of Applied Meteorology and Climatology 58, no. 12 (December 2019): 2733–41. http://dx.doi.org/10.1175/jamc-d-19-0178.1.
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AbstractEmpirical studies have led to improvements in evaluating and quantifying the tornado threat. However, more work is needed to put the research onto a solid statistical foundation. Here the authors begin to build this foundation by introducing and then demonstrating a statistical model to estimate damage rating (enhanced Fujita scale) probabilities. A goal is to alert researchers to available statistical technology for improving severe weather warnings. The model is cumulative logistic regression and the parameters are determined using Bayesian inference. The model is demonstrated by estimating damage rating probabilities from values of known environmental factors on days with many tornadoes in the United States. Controlling for distance to nearest town/city, which serves as a proxy variable for damage target density, the model quantifies the chance that a particular tornado will be assigned any damage rating given specific environmental conditions. Under otherwise average conditions, the model estimates a 65% chance that a tornado occurring in a city or town will be rated EF0 when bulk shear (1000–500-hPa layer) is weak (10 m s−1). This probability drops to 38% when the bulk shear is strong (40 m s−1). The model quantifies the corresponding increases in the chance of the same tornado receiving higher damage ratings. Quantifying changes to the probability distribution on the ordered damage rating categories is a natural application of cumulative logistic regression.
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Grosso, Rafael, Jesús Muñuzuri, Pablo Cortés, and Jesús Carrillo. "City logistics: Are sustainability policies really sustainable?" Dirección y Organización, no. 53 (July 1, 2014): 45–50. http://dx.doi.org/10.37610/dyo.v0i53.451.
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Road Freight transport is causing a number of social, environmental and economic negative impacts in many cities around the world. Therefore sustainable city logistics must be the solution to the problems of urban centers, with the main objective of researchers reduce these impacts, without penalizing the needs of cities. Cause of this several sustainable initiatives and policies have been implemented to help reduce them. But are the sustainable policies really sustainable? So this paper aims to evaluate one of these policies in a quantitative way to answer the question. Therefore be presented and implement a model based on VRP logic to evaluate the differences between the distances traveled by vehicles of a logistics company in a city with a policy regulating access and the distance traveled without such regulation. And based on the results obtained attempt draw conclusions to answer the question.Keywords: City logistic, Sustainable policies, Vehicle routing, Access time windows, Genetic Algorithms, City centersLogística Urbana: ¿Son realmente sostenibles las políticas sostenibles?Resumen: La Logística Urbana sostenible debe ser solución ante los numerosos problemas sociales, medioambientales y económicos causados por el transporte de mercancías por carretera en las ciudades. De hecho son varias las iniciativas y políticas sostenibles que se han llevado a cabo para intentar reducir estos problemas. Pero ¿son realmente sostenibles estas políticas sostenibles? Este trabajo tiene como objetivo evaluar una de estas políticas de forma cuantitativa para poder responder a dicha pregunta. Así se evaluaron las diferencias entre las distancias recorridas por los vehículos de una empresa de logística en una ciudad con y sin una política de acceso regulado.Palabras clave: Logística Urbana, políticas sostenibles, enrutamiento de vehículos, ventana de acceso temporal, algoritmos genéticos, centros urbanos.
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Galkin, Andrii. "Urban environment influence on distribution part of logistics systems." Archives of Transport 42, no. 2 (June 13, 2017): 7–23. http://dx.doi.org/10.5604/01.3001.0010.0522.
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The irregularities of evolutionary development, continuous improvement of environmental component into transport and raise many unsolved problem in the fields of transport in logistics systems and material flows management. The city parameters analyses had highlighted connections with transport services technology. Also the distribution stage of the logistic chain, which consists of following market participants: incoming material flow, retailers and Transportation Company (carrier) in different cities has been considered. Transportation service is made by road transport. The paper compares results of transportation servicing in different cities and logistic chains with same technology. As performance indicator net present value has been used. Existing criteria for evaluating the effectiveness of distribution of material flows does not sufficiently take into account the time value of money and possible options for investment, so when estimating the performance of servicing of business investment indicators should be used. Paper should elucidate the impact of cities on the transport service efficacy. Practical suggestions on logistics system functioning and transportation service of retailers in urban area have been proposed. Obtained results discovered overall impact of city’s parameters (density of streets and roads network’ irregularity factor; automobilizationlevel; urban square; scheme of road network; city radius) on logistics according to model which include more than 50 parameters and allows finding regularities of changing logistics efficiency on them.
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Gatarić, Dragan, Radenka Bjelošević, Mario Karadža, Branko Aleksić, Aleksandar Đukić, and Aleksandar Blagojević. "Logistic center’s location choice with ARAS method." Put i saobraćaj 67, no. 3 (October 3, 2021): 43–49. http://dx.doi.org/10.31075/pis.67.03.08.
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Logistic center’s location for goods distribution in Republic of Srpska can be asserted on many parameters from whom two has vital importance: geographical position and size of traffic flow. Special significance of these center’s are logistical diversity, especially where different branches of traffics are involved. Starting factors for developing such a center in Republic of Srpska are position on roads, rails and corridors. Main purpose of these centers are command gathering, sendig commands to transport vehicles, depo good if necessary, forming transport units and delivery. There are seven main criteria: social, law regulation, ecological, technical, economics and organization. To define these criteria survey is used, also every criteria is evaluated. Applying ARAS mathematical method Doboj city is determined to be optimal location for logistical center development.
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Peng, Jian Liang. "Evaluation on the Competitiveness of Logistics Outsourcing Based on TOPSIS: 4 Cities in Yangtze River Delta." Applied Mechanics and Materials 58-60 (June 2011): 7–12. http://dx.doi.org/10.4028/www.scientific.net/amm.58-60.7.
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Urban logistic capability is an importation area of urban competition capability. The competitiveness index system of city logistics service outsourcing was constructed in this paper. According the actual situation of 4 cities in China's Yangtze River delta, the competitiveness evaluation of logistics service outsourcing of them were carried out based on TOPSIS method. Furthermore, by comparing we can discover the experience and main existing problems of urban logistics service outsourcing, so as for the feasible countermeasures of development to provide the scientific basis. The evaluation method has certain practical value.
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GORZELANCZYK, Piotr, and Bartlomiej SEWERYN. "ANALYSIS OF TELEMATICS TECHNIQUES IN LOGISTIC TRANSPORT MANAGEMENT IN CITIES." Scientific Journal of Silesian University of Technology. Series Transport 112 (September 1, 2021): 63–73. http://dx.doi.org/10.20858/sjsutst.2021.112.5.
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The rapid increase in the number of vehicles in cities and the intensity of their movement necessitates the use of appropriate transport management solutions. Various telematics techniques are used in logistics transport management in cities, which are the basis for the functioning of telematics systems. This article analyses selected telematics techniques used in logistics transport management in cities and presents the developed concept of changes in logistics transport management in the city of Piła, including the use of appropriate telematics techniques. The existing telematics system in the city of Piła and the proposed solutions were subjected to appropriate examination. This study aimed to verify the quality of the current state of the system and learn opinions on the proposed solutions that could be implemented in Piła, considering the effects that could be achieved as a result of improving the existing system. The survey method was used to obtain relevant information. The questionnaire developed, containing the elements assumed in this study, was addressed to respondents residing in Piła and its environs. The survey was conducted in December 2020 and January 2021.
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khaleel, Anas, Wael Abu Dayyih, Lina AlTamimi, Liana Dalaeen, Zainab Zakaraya, Alhareth Ahmad, Baker Albadareen, and Abdalla Elbakoush. "Predicting infection with COVID-19 disease using logistic regression model in Karak City, Jordan." F1000Research 12 (February 2, 2023): 126. http://dx.doi.org/10.12688/f1000research.129799.1.
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Background: On March 2020, World Health Organization (WHO) labeled coronavirus disease 2019 (COVID-19) as a pandemic. COVID-19 has rapidly increased in Jordan which resulted in the announcement of the emergency state on March 19th, 2020. Despite the variety of research being reported, there is no agreement on the variables that predict COVID-19 infection. We have analyzed the data collected from Karak city citizens to predict the probability of infection with COVID-19 using binary logistic regression model. Methods: Based on data collected by Google sheet of COVID-19 infected and non-infected persons in Karak city, analysis was applied to predict COVID-19 infection probability using a binary logistic regression model. Results: The ultimate logistic regression model provides the formula of COVID-19 infection probability based on sex and age variables. Conclusions: Given a person's age and sex, the final model presented in this study can be used to calculate the probability of infection with COVID-19 in Karak city. This could help aid health-care management and policymakers in properly planning and allocating health-care resources.
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Rozikin, Nasrun, Ketut Sarjana, Arjudin Arjudin, and Nurul Hikmah. "Aplikasi Persamaan Diferensial Dalam Mengestimasi Jumlah Penduduk dengan Menggunakan Model Eksponensial dan Logistik." Griya Journal of Mathematics Education and Application 1, no. 1 (March 25, 2021): 44–55. http://dx.doi.org/10.29303/griya.v1i1.7.
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This research was aimed to describe the application of differential equations of the population growth model in the City of Mataram, which is an exponential and logistic models for estimating the population of the City of Mataram in 2024. The research method used in this research is descriptive research with a qualitative approach carried out by observation and analyze the subject. The subject of this research was data on the population of the City of Mataram from 2006 to 2019. Meanwhile, to determine the accuracy and validity of the research data, the triangulation of sources was used. The data used comes from the Dispendukcapil and BPS the City of Mataram. The research result, it shows that the exponential model has an accuracy rate of 99,6%, which is very accurate, while for estimating with a logistic model each criterion is very accurate but the confidence level is 97,9%. Estimation results also show that population growth in the city of Mataram in the future will slowdown in its growth every 2 years, with an average decrease of 0.5%.
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Ji, Shou Wen, Tang Kui Li, Guang Ping Chen, Gang Su, and Qin Chuan Zhang. "ANN Forecast Algorithmic Model for Port Logistic Demand Research." Applied Mechanics and Materials 744-746 (March 2015): 1869–72. http://dx.doi.org/10.4028/www.scientific.net/amm.744-746.1869.
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Port logistics demand is the basis and foundation of port logistics park planning and construction of the port city. Therefore, it has very important practical significance to research the port logistics demand. By input data preprocessing, determine the structure of the neural network to construct reasonable prediction model of neural network, can make a good prediction of the port logistics demand influenced by many factors, to provide the reference for the port planning and decision making.
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Wahyuni, Selvia Anggun, Lilies Handayani, Muhammad Akriyaldi Masdin, and Salmia. "ANALYSIS OF SKIN DISEASE INFECTION AFTER THE PALU EARTHQUAKE USING BINARY LOGISTIC REGRESSION." Parameter: Journal of Statistics 2, no. 1 (December 31, 2021): 40–46. http://dx.doi.org/10.22487/27765660.2021.v2.i1.15682.
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The incidence of skin disease in Indonesia is still relatively high and is a significant problem. This is evidenced by the 2010 Indonesian Health Profile data which shows that skin and subcutaneous tissue diseases are the third rank of the 10 most common diseases among outpatients in hospitals throughout Indonesia. Skin disease is growing, as evidenced by data from the Indonesian Ministry of Health, the prevalence of skin disease throughout Indonesia in 2012 was 8.46%, then increased in 2013 by 9 %. Palu City is an area that has a high skin disease problem. According to the 2016 BPS of Palu City, skin diseases are among the top 10 diseases in Palu City with a total of 11,363 sufferers. The method used in this research is binary logistic regression. Based on the analysis that has been done, it can be concluded that the best model is formed as follows:. Based on the best model, it is found that the factors that influence the transmission of skin diseases after the Palu earthquake are genetic factors.
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Jan Chocholac, Jaroslava Hyrslova, Tomas Kucera, Stanislav Machalik, and Roman Hruska. "Freight Transport Emissions Calculators as a Tool of Sustainable Logistic Planning." Communications - Scientific letters of the University of Zilina 21, no. 4 (October 1, 2019): 43–50. http://dx.doi.org/10.26552/com.c.2019.4.43-50.
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The freight transport performance is growing. The transport sector is also one of the largest producers of emissions. This must be reflected not only by production companies but also by other stakeholders. The issue of transport emissions is particularly important for city residents, so today the concept of sustainable city logistics is emphasized. Companies should deal with the amount of produced emissions. The use of emission calculators would support operational, tactical and strategic business decision-making. The aim of this article is to analyse the approaches used in available free calculators of emission arising from the freight transport. The focus was on the transport modes that calculators include, input data, output data and methodologies used to calculate emissions. The method of systematic review was used to search analysed freight transport emissions calculators. The method of content analysis was used to analyse inputs, outputs and freight transport emissions calculator’s methodologies. The method of qualitative comparative analysis was used to analyse and compare the freight transport emissions calculators.
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Sugito, Sugito, and Alan Prahutama. "ANALYSIS OF SRONDOL-JATINGALEH TOLL QUEUE SYSTEM AT SEMARANG CITY IN THE END OF YEAR 2018 WITH AUTOMATIC TOLL GATE SYSTEM USING LOGISTIC DISTRIBUTION APPROACH." MEDIA STATISTIKA 13, no. 2 (December 28, 2020): 218–24. http://dx.doi.org/10.14710/medstat.13.2.218-224.
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The transportation sector is one sector that plays an essential role in economic growth. The transportation sector can increase economic growth. Semarang City is one of the provincial capitals in Central Java. The Srondol-Jatingaleh toll road is one of the toll roads in the city of Semarang that has implemented the Automatic Toll Gate. Based on the results of the analysis, so that the queue model is (logistic/logistic/ 4) :( FIFO / ∞ / ∞). It shows that the distribution of the queuing system of the number of arrivals and the number of vehicle services are Logistic-Distribution. The number of service facilities is 4, the service discipline used is First In First Out (FIFO), the size in the queue, and the source of calls are unlimited.
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Ambrosino, Daniela, and Carmine Cerrone. "A Rich Vehicle Routing Problem for a City Logistics Problem." Mathematics 10, no. 2 (January 8, 2022): 191. http://dx.doi.org/10.3390/math10020191.
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In this work, a Rich Vehicle Routing Problem (RVRP) is faced for solving city logistic problems. In particular, we deal with the problem of a logistic company that has to define the best distribution strategy for obtaining an efficient usage of vehicles and for reducing transportation costs while serving customers with different priority demands during a given planning horizon. Thus, we deal with a multi-period vehicle routing problem with a heterogeneous fleet of vehicles, with customers’ requirements and company restrictions to satisfy, in which the fleet composition has to be daily defined. In fact, the company has a fleet of owned vehicles and the possibility to select, day by day, a certain number of vehicles from the fleet of a third-party company. Routing costs must be minimized together with the number of vehicles used. A mixed integer programming model is proposed, and an experimental campaign is presented for validating it. Tests have been used for evaluating the quality of the solutions in terms of both model behavior and service level to grant to the customers. Moreover, the benefits that can be obtained by postponing deliveries are evaluated. Results are discussed, and some conclusions are highlighted, including the possibility of formulating this problem in such a way as to use the general solver proposed in the recent literature. This seems to be the most interesting challenge to permit companies to improve the distribution activities.
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Osmani, Ataul Gani, Rakibul Islam, Habibur Rahman, and Al Amin. "Incidence and Determinants of Educated-Youth Unemployment in Rajshahi City of Bangladesh." Economic Insights – Trends and Challenges 2021, no. 1 (2021): 73–82. http://dx.doi.org/10.51865/eitc.2021.01.07.
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This study presents the incidence and determinants of unemployment among educated youths in Rajshahi city of Bangladesh. For this purpose, the study analyses primary data collected from randomly selected 250 graduated students of different educational institutions in Rajshahi city by applying two-fold approaches, such as descriptive statistics, and logistic regression analysis. The descriptive statistics approach finds the rate of unemployment among educated youths in the city is 59.2% and the mean duration of unemployment is 2.5 years. The logistic regression results find that the probability of being unemployed will be decreased if the educated youths are migrated to Dhaka city, have internet access, and are connected with social network but if they have job preferences, the probability of being unemployment will be increased. Therefore, institutional facilities, job related trainings, and the development of service sector in Rajshahi city can be crucial solution of the problem.
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Nida, Khofiatun, Titik Ekowati, and Siswanto Imam Santoso. "PRICE SENSITIVITY ANALYSIS ON PURCHASING DECISION PROCESS OF DURIAN IN JEPARA REGENCY AND SEMARANG CITY CENTRAL JAVA." AGROLAND: The Agricultural Sciences Journal 5, no. 1 (July 11, 2018): 9. http://dx.doi.org/10.22487/j24077593.2018.v5.i1.10452.
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Uncertainty of harvested area and the amount of durian production each year makes the price of the durian tend to fluctuate. Price changes can trigger price sensitivity at the consumer level. This study aimed to analyze the level of durian price sensitivity in Jepara Regency and Semarang City and analyze the factors that make the process of buying durian in Jepara Regency and Semarang City. The analysis used in this research was descriptive analysis and logistic regression analysis. The price suggests that the price of Jepara Regency and Semarang City is IDR 45,000.00 – 50,000.00. Overall price levels received durian consumers in the Semarang City was higher than Jepara Regency. Based on the results of logistic regression analysis, it is known that simultaneously the price factor, income, occupation, age, taste, shape, size, aroma, color. and size.
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Samadikun, B. P., B. S. Ramadan, A. Rezagama, P. Andarani, and C. T. Dewi. "Greenhouse Gas Estimation of Plastic Waste Reverse Logistic Networks System in Semarang City." IOP Conference Series: Earth and Environmental Science 448 (April 4, 2020): 012030. http://dx.doi.org/10.1088/1755-1315/448/1/012030.
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Joni, Hasan H., Ali M. Al-Dahawi, and Omar J. Al-Tamimi. "Analysis of traffic accident severity in Baghdad city using Binary Logistic Regression Model." IOP Conference Series: Materials Science and Engineering 737 (March 6, 2020): 012140. http://dx.doi.org/10.1088/1757-899x/737/1/012140.
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Ispriyanti, D., A. Prahutama, and Mustafid. "Analysis of space and classification poverty in Semarang City using spatial-logistic regression." Journal of Physics: Conference Series 1217 (May 2019): 012106. http://dx.doi.org/10.1088/1742-6596/1217/1/012106.
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Tella, A., M. R. U. Mustafa, A. O. Balogun, C. J. Okolie, I. Bello Yamusa, and M. B. Ibrahim. "SPATIAL PREDICTION OF FLOOD IN KUALA LUMPUR CITY OF MALAYSIA USING LOGISTIC REGRESSION." International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-4/W6-2022 (February 7, 2023): 363–69. http://dx.doi.org/10.5194/isprs-archives-xlviii-4-w6-2022-363-2023.
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Abstract. Flooding is one of the most prevalent natural disasters affecting people worldwide. Flooding is a devastating natural disaster in Malaysia regarding the number of people affected, socioeconomic damage, severity, and scale of the impact. Urban flooding is currently a major concern due to the possible consequences and frequency with which it occurs in urban areas as urbanization and population increase. Due to the paved surfaces, paved roads, high population, and buildings that prevent water infiltration and movement to the nearby river, urban floods pose a significant threat to the sustainability of lives and properties in the city. The recent floods in Kuala Lumpur in December 2021 and January 2022 affected many buildings, infrastructure, and lives. As a result, this city needs to model the susceptibility of flood-prone areas for an early warning system against future flood hazards in Kuala Lumpur. This is because flooding can never be eradicated but can be minimized and managed. Therefore, this study integrates geospatial technology and a statistical model (logistic regression) to assess flood hazards in Kuala Lumpur. Ten flood conditioning factors such as altitude, slope, TWI, drainage density, distance to river, LULC, NDVI, NDWI, rainfall and MNDWI were used to predict the areas susceptible to flood. The prediction shows an overall accuracy of 0.84, precision of 0.91, recall of 0.72, and F1-score of 0.80. Distance to river, MNDWI, TWI, and LULC are the critical variables that showed high significance in the model prediction. Thus, stakeholders should prioritize urban planning and increase the drainage system to avoid flood effects.
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Šulyová, Dominika, Josef Vodák, and Gabriel Koman. "Implementation Smart City Concepts for Mobility, Case Study of World Logistic Models on the Smart Principles." LOGI – Scientific Journal on Transport and Logistics 11, no. 2 (November 1, 2020): 110–19. http://dx.doi.org/10.2478/logi-2020-0020.
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AbstractThe aim of the article is to present the logistic models of world cities, their benefits and limitations, which serve as best practices for others, which are based on a secondary analysis of case studies. The studies were selected on the basis of geographical location, number of transport projects, implementation models for urban logistics, and determining the effects of implementation. In addition to the secondary analysis, the findings of consultants, methods of comparing case studies, summarizing the findings in the discussion, or deductions in drawing a conclusion were also used. The output of the article is a recommended implementation of logistics model for Smart Cities according to world experts, which can be implemented in general for any city, including specific differences for the selected location. The article describes the positive impact of technology in mobility not only for citizens but also for business managers and the city as a whole. The implications of the model, its testing in practice and the observation of implementation benefits and limitations will form a part of further research activities in the future.
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Khaled, Muhammad, Muhammad Isya, and Ashfa Achmad. "MODEL PENGADAAN LAHAN UNTUK RUANG TERBUKA HIJAU (RTH) KOTA SIGLI." Jurnal Arsip Rekayasa Sipil dan Perencanaan 4, no. 1 (January 25, 2022): 1–9. http://dx.doi.org/10.24815/jarsp.v4i1.16718.
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Green Open Space (RTH) in urban areas has value for the needs and needs of parks and recreation. The allocation of twenty percent of public green open space from the urban area of Sigli City as stipulated in the Pidie Regency Qanun Number 5 of 2014 concerning the Pidie Regency Spatial Plan for 2014-2034 has not yet been achieved. This study aims to examine the factors that influence land acquisition and how land acquisition models are appropriate for public green space in the city of Sigli. This research uses quantitative methods. The data obtained in the form of ordinal data and nominal dichotomos. The data was analyzed by logistic regression methods and Focused Group Discussion (FGD). The model of the logistic regression equation formed is: "Ln" ("p" / "1-p") "= -8,407 + 0,894" "X" _ "1" "+ 2,192" "X" _ "2" "+ 0,346" "X" _ "3" "+ 0.712" "X" _ "4" + "0.144" "X" _ "5" - "1,072" "X" _6- "0.526" "X" _ "7" The results of logistic regression analysis obtained two factors that most influence on land acquisition for green space in the city of Sigli, namely the SKPK (X2) program and local wisdom (X6). Factors influencing the results of the logistic regression analysis are then discussed in the FGD. The FGD came to the conclusion that the land acquisition strategy for green space in the City of Sigli cannot rely solely on the budget on the SKPK program. Land acquisition for green space can also be done using village funds and Corporate Social Responsibility (CSR) funds.
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Alanezi, Ahmad, Bassem Abd-El-Atty, Hoshang Kolivand, Ahmed A. Abd El-Latif, Basma Abd El-Rahiem, Syam Sankar, and Hany S. Khalifa. "Securing Digital Images through Simple Permutation-Substitution Mechanism in Cloud-Based Smart City Environment." Security and Communication Networks 2021 (February 25, 2021): 1–17. http://dx.doi.org/10.1155/2021/6615512.
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Data security plays a significant role in data transfer in cloud-based smart cities. Chaotic maps are commonly used in designing modern cryptographic applications, in which one-dimensional (1D) chaotic systems are widely used due to their simple design and low computational complexity. However, 1D chaotic maps suffer from different kinds of attacks because of their chaotic discontinuous ranges and small key-space. To own the benefits of 1D chaotic maps and avoid their drawbacks, the cascading of two integrated 1D chaotic systems has been utilized. In this paper, we report an image cryptosystem for data transfer in cloud-based smart cities using the cascading of Logistic-Chebyshev and Logistic-Sine maps. Logistic-Sine map has been utilized to permute the plain image, and Logistic-Chebyshev map has been used to substitute the permuted image, while the cascading of both integrated maps has been utilized in performing XOR procedure on the substituted image. The security analyses of the suggested approach prove that the encryption mechanism has good efficiency as well as lower encryption time compared with other related algorithms.
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Ramkrishna Manatkar, Nikhil Satpute,. "ANALYZING THE OPERATIONAL AND LOGISTICS REQUIREMENTS BY EVALUATING THE MARKET POTENTIAL FOR E-LOGISTIC SUPPORT PROVIDER." Psychology and Education Journal 57, no. 9 (January 5, 2021): 6190–96. http://dx.doi.org/10.17762/pae.v57i9.2703.
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continuously 2020. The Indian government has made a declaration that it is working at the approach to build up the new logistics plan in India. The point is to build up the most prudent approach to transport products by 2035.
As we know logistics is a highly diverse gambit consisting many factors and variables, we decided to focus on Trucking segment of logistics in Mumbai region. Mumbai is a city in Maharashtra, India. To know more about the market and its potential we needed to know more about the transporters and manufacturing industries in Mumbai. As transporters in Mumbai can get us about the idea of logistical truck movements inside and outside Mumbai, and the manufacturing industries can suggest us about which type of trucks are required by them according to the raw materials they need or the final products they distribute. Apart from the logistic movement in and out of Mumbai, we also tried to capture the openness of transporter to sign up for e-logistic service provider and try to expand their business by adding a technological aspect to it.
Research contains detailed and verified information of 57 transporters and on all possible combination of types of trucks provided by transporter and their operational routes. Also, we have recognized total of 125 Manufacturing companies from various industries, having one or more plant in or around Mumbai. Also, we classified the 125 companies into 15 Industries These companies have some raw material movements into Mumbai and some finish goods movement from Mumbai to various parts of India.
By analyzing the collected data, we found out which type of truck have how much demand on which route. Also, we could figure out the willingness of transporter to work in collaboration with e-logistics company
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SUNDARI, NI PUTU FEBBY, PUTU KARISMAWAN, and EMY SALMAH. "FENOMENA MIGRASI SIRKULER DI KOTA MATARAM." GANEC SWARA 14, no. 1 (March 6, 2020): 557. http://dx.doi.org/10.35327/gara.v14i1.134.
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Theoretically, development of the city depends on labor resources. Generally, labor resources of the city come from periphery area. Developed infrastructure is a factor that mobilized labor resources from periphery to the city. There are two alternatives to the workers who come from periphery area; first they can stay in the city by renting apartment or the second as commuter. Many of the workers choose as commuter, so it is quite interesting to know what factors influence workers make choice as commuter. It is more specific whether factors such as income, length of work, age, distance, education level, and marital status influence the interest of workers to conduct circular migration. The analytical tool used is logistic regression analysis, Binary Regression Logistic. This research is a descriptive study that uses quantitative analysis using 1 dependent variable, namely interest in migration and six independent variables, namely income, length of working, age, distance, education level, and marital status. To achieve these objectives in this research logistic regression analysis was used, namely Binary Regression using primary data as many as 80 respondents. The results show that above variables; income, length of working, age, distance, level of education and marital status simultaneously and significantly influence on interest of workers in doing circulation migration to the Mataram City. Factors that partially influence significantly on the interest of workers doing migration to the Mataram City with a significance value with an alpha level of 5% are income, length of working, distance and level of education. While the age variable and marital status is not significant in effect.
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Chairunissa, Abela, Solimun Solimun, and Adji Achmad Rinaldo Fernandes. "Creditor Classification Logistic Regression Ensemble Boosting And Logistic Regression In Creditor Classification With Binary Response." WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL 16 (December 21, 2021): 705–14. http://dx.doi.org/10.37394/23203.2021.16.64.
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Credit risk is the risk that has the greatest opportunity to occur in banking. The number of bad loans will also affect bank performance. The banking sector needs to know whether a prospective creditor is classified as a risky person or not. The purpose of this study is to classify creditors and compare the classification results through logistic regression with the maximum likelihood model and the Boosting algorithm, especially the AdaBoost algorithm, and to select a model with the Boosting algorithm Credit Scoring aims to classify prospective creditor into two classes, namely good prospective creditor (Performing Loan) and bad prospective creditor (Non Performing Loan) based on certain characteristics. The method often used for classifying creditor is logistic regression, but this method is less robust and less accurate than data mining. Thus, there is a need for methods that provide greater accuracy. Among the methods that have been proposed is a method called Boosting, which operates sequentially by applying a classification algorithm to the reweighted version of the training data set. This study uses 5 datasets. The first dataset is secondary data originating from data on non-subsidized homeownership creditors of Bank X Malang City. While the other datasets are simulation data with many samples of 10, 500, and 1000. The results of this study indicate that ensemble boosting logistic regression is more suitable for describing binary response problems, especially creditor classification because it provides more accurate information. For high-dimensional data, which is represented by a sample size of 10, ensemble logistic regression is proven to be able to produce fairly accurate predictions with an accuracy rate of up to 80%, whereas in the logistic regression analysis the model raises N.A because many samples < many independent variables. The use of boosting is preferred because it focuses on problems that are misclassified and have a tendency to increase to higher accuracy.
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Oliveira, Leise Kelli de, Bruno Vieira Bertoncini, Carla de Oliveira Leite Nascimento, Lara Braide Rocha, Larissa Almeida Matias de Lima Batista, and Leonardo Ventorim Cellin. "Factors Affecting the Choice of Urban Freight Vehicles: Issues Related to Brazilian Companies." Sustainability 11, no. 24 (December 8, 2019): 7010. http://dx.doi.org/10.3390/su11247010.
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In this paper, we present the attributes that influence the choice of an urban freight vehicle by using a systematic literature review and a survey conducted with logistics operators that perform urban deliveries in some of the biggest cities in Brazil. The results obtained facilitate the analysis and determination of the main attributes of vehicle selection in some cities of Brazil. Descriptive statistics are used to describe the characteristics of the companies, and a principal component analysis identifies the dependent variables, in order to evaluate the importance of each attribute. Also, an ordered logistic regression model is used to identify if the characteristics of the companies influence the choice of an urban freight vehicle. The results of this analysis indirectly indicate the dependence of the decision-making process on the logistics policies implemented in a given city. These attributes agree with those in the literature review. These results, despite of being evident, are different from the present selection criteria, which depend on local city policies.
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Lesnussa, Trifena Punana, and Samsul Bahri Loklomin. "PEMODELAN DEMAM BERDARAH DENGUE DENGAN METODE REGRESI LOGISTIK BINER DI KOTA TOBELO." VARIANCE: Journal of Statistics and Its Applications 3, no. 1 (January 5, 2022): 7–14. http://dx.doi.org/10.30598/variancevol3iss1page7-14.
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One of the infectious diseases that is still a public health problem in Indonesia, especially in North Maluku, is Dengue Hemorrhagic Fever (DHF). This study aims to model DHF cases in Tobelo City, North Halmahera Regency. The results showed that in Tobelo City there were 103 DHF sufferers and 2 deaths occurred. The method used in this research is binary logistic regression to model DHF cases. Binary logistic regression is a data analysis method used to find the relationship between the binary response variable (y) and the predictor variable (x). In this study, the binary response variable used was DHF sufferers. The predictor variables used were gender, education level and access to health. The results of the analysis using the binary logistic regression method obtained a strong correlation between the response variable y and all the predictor variables x and the coefficient of determination obtained from the model was 52%.
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Ali, Ahmad Najim, Ghalia Nassreddine, and Joumana Younis. "Air Quality prediction using Multinomial Logistic Regression." Journal of Computer Science and Technology Studies 4, no. 2 (September 29, 2022): 71–78. http://dx.doi.org/10.32996/jcsts.2022.4.2.9.
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Nowadays, Artificial Intelligence (AI) plays a primary role in different applications like medicine, science, health, and finance. In the past five decades, the development and progress of technology have allowed artificial intelligence to take an essential role in human life. Air quality classification is an excellent example of this role. The use of AI in this domain allows humans to predict whether the air is polluted or not. In effect, monitoring air quality and providing periodic and direct statistics are essential requirements to ensure good air quality for individuals in the community. For this reason, a decision-making system is built to decide whether the air is clean or not. Based on this system's decision, necessary practices and measures are taken to improve air quality and ensure air sustainability. In this paper, the multinomial logistic regression technique is used to detect the air pollution level. The proposed method is applied to a real dataset that consists of 145 responses recorded from an air quality multi-sensor device containing chemical sensors. The used device was placed in New York City, USA, from 1/1/2021 to 7/1/2021 (one week) and is freely available for air quality sensors deployed in the field. The result shows the efficacity of this method in air pollution prediction.
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YANG, Yunlong, Xiaocheng ZHOU, and Bo WU. "Urban Expansion Prediction for Zhangzhou City Based on GIS and Spatiotemporal Logistic Regression Model." Geo-information Science 13, no. 3 (July 22, 2011): 374–82. http://dx.doi.org/10.3724/sp.j.1047.2011.00374.
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Йордан Христов. "HONG KONG LOGISTICS SKYSCRAPERS." World Science 2, no. 7(35) (July 12, 2018): 31–37. http://dx.doi.org/10.31435/rsglobal_ws/12072018/6009.
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The publication reveals some architectural features of contemporary logistics buildings in Hong Kong with 15 and more floors, called in the article "logistics skyscrapers". These vertically developed spatial structures make it possible to preserve the urban structure compactness. At the same time they support the development of logistic business in the conditions of acute insufficiency of land for construction and a constantly growing need for logistics areas within the city boundaries, caused largely by the explosive development of the e-commerce branch. Evolution of the type is being analysed in the context of global economic interdependence and connectivity. Types of logistics skyscrapers are classified on the basis of arrangements, which are carried out through the vertical loading links.
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Graham, Gary, Rashid Mehmood, and Eve Coles. "Exploring future cityscapes through urban logistics prototyping: a technical viewpoint." Supply Chain Management: An International Journal 20, no. 3 (May 11, 2015): 341–52. http://dx.doi.org/10.1108/scm-05-2014-0169.
Full textAbstract:
Purpose – The purpose of this technical viewpoint is to provide a commentary of how we went about using logistics prototyping as a method to engage citizens, science fiction (SF) writers and small- to medium- sized enterprises (SME’s). Six urban logistic prototypes built on the themes of future cities, community resilience and urban supply chain management (SCM) are summarized, together with details of the data collection procedure and the methodological challenges encountered. Our investigation aimed to explore the potential of logistics prototyping to develop “user-driven” and “SME” approaches to future city design and urban supply chain decision-making. Design/methodology/approach – This Boston field experiment was a case study investigation conducted between May and August 2013. Qualitative data was collected using a “mixed-method” approach combining together focus groups (MIT faculty), scenarios, prototyping workshops, interviews and document analysis. These story-creators could use the prototype method as a way of testing their hypotheses, theories and constrained speculations with regard to specified future city and urban supply chain scenarios. Findings – This viewpoint suggests that the prototyping method allows for unique individual perspectives on future city planning and urban supply chain design. This work also attempts to demonstrate that prototyping can create sufficiently cogent environments for future city and urban SCM theories to be both detected and analysed therein. Although this is an experimental field of the SCM theory building, more conventional theories could also be “tested” in the same manner. Research limitations/implications – By embedding logistics prototyping within a mixed method approach, we might be criticized as constraining its capability to map out the future – that its potential to be flexible and imaginative are held back by the equal weighting given to the more conventional component. In basing our case study within one city then this might be seen as limiting the complexity of the empirical context – however, the situation within different cities is inherently complex. Case studies also attract criticism on the grounds of not being representative; in this situation, they might be criticized as imperfect indicators of what transpires in other situations. However, this technical viewpoint suggests that in spite of its limitations, prototyping facilitates an imaginative and creative approach to theory generation and concept building. Practical implications – The methodology allows everyday citizens and SME’s to develop user-driven foresight and planning scenarios with city strategists’ and urban logistic designers. It facilitates much broader stakeholder involvement in city and urban supply chain policymaking, than current “quantitative” approaches. Social implications – Logistics fiction prototyping provides a democratic approach to future city planning and urban supply chain design. It involves collectively imagining socio-technical futures and second-order sociological effects through the writing of SF narratives or building “design fictions”. Originality/value – Decision-making in future cities and urban SCM is often a notable challenge, balancing the varying needs and claims of multiple stakeholders, while negotiating an acceptable trade-off between their competing claims. Engagement with stakeholders and active encouragement of stakeholder participation in the supply chain aspects of future cities is increasingly a feature of twenty-first century social decision-making. This viewpoint suggests that the prototyping method allows for unique individual perspectives on future city planning and urban supply chain design. This work also attempts to demonstrate that prototyping can create sufficiently cogent environments for future city and the urban SCM theories to be both detected and analysed therein. Although this is an experimental field of SCM theory building, more conventional theories could also be “tested” in the same manner.