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Sustainability, Volume 15, Issue 2

2023 January-2 - 853 articles

Cover Story: Drone images from a sugar beet field with a high diffusion of weeds were used to develop and validate a machine learning method for vegetation patch identification. Georeferenced images were combined with a hue-based preprocessing analysis, digital transformation by an image embedder, and evaluation by supervised learning. Six common machine learning algorithms were applied (logistic regression, k-nearest neighbours, decision tree, random forest, neural network, and support-vector machine) to precisely recognise crops and weeds throughout a wide cultivation field training from single partial images. The information has been designed to be easily integrated into autonomous weed management systems with the aim of reducing the use of water, nutrients, and herbicides for precision agriculture. View this paper
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Articles (853)

  • Brief Report
  • Open Access
28 Citations
5,044 Views
9 Pages

Biofabricated Aluminium Oxide Nanoparticles Derived from Citrus aurantium L.: Antimicrobial, Anti-Proliferation, and Photocatalytic Efficiencies

  • Punitha Nagarajan,
  • Vijayakumar Subramaniyan,
  • Vidhya Elavarasan,
  • Nilavukkarasi Mohandoss,
  • Prathipkumar Subramaniyan and
  • Sekar Vijayakumar

16 January 2023

A current strategy in material science and nanotechnology is the creation of green metal oxide nanoparticles. Citrus aurantium peel extract was used to create aluminium oxide nanoparticles (Al2O3 NPs) in an efficient, affordable, environmentally frie...

  • Article
  • Open Access
7 Citations
5,472 Views
32 Pages

Fruit and Non-Starchy Vegetable Acquisition and Supply in Solomon Islands: Identifying Opportunities for Improved Food System Outcomes

  • Penny Farrell,
  • Michael K. Sharp,
  • Erica Reeve,
  • Tom D. Brewer,
  • Anna K. Farmery,
  • Jillian Tutuo,
  • Jessica R. Bogard,
  • Samson Kanamoli and
  • Anne Marie Thow

16 January 2023

The Pacific Guidelines for Healthy Living recommend consuming a minimum of five servings of fruit and/or non-starchy vegetables each day, however, diets in Solomon Islands stray from the regional and global trend of healthy diets high in fresh fruit...

  • Article
  • Open Access
9 Citations
5,496 Views
17 Pages

Management of Household Plastic Waste in Wollongong, Australia: The Role of Selective Waste Collection Systems

  • Marcella Bernardo,
  • Hugh Forehead,
  • Isabella De Carvalho Vallin and
  • Sylmara L. F. Gonçalves-Dias

16 January 2023

In addition to increasing requirements to adopt more circular economy approaches, Australian municipal waste management systems also face challenges due to the loss of capacity to export waste overseas. Accordingly, these systems will require effecti...

  • Review
  • Open Access
43 Citations
14,953 Views
34 Pages

A Review of Offshore Renewable Energy in South America: Current Status and Future Perspectives

  • Milad Shadman,
  • Mateo Roldan-Carvajal,
  • Fabian G. Pierart,
  • Pablo Alejandro Haim,
  • Rodrigo Alonso,
  • Corbiniano Silva,
  • Andrés F. Osorio,
  • Nathalie Almonacid,
  • Griselda Carreras and
  • Osvaldo Ronald Saavedra
  • + 7 authors

16 January 2023

This paper addresses the current status and future research and development perspectives associated with technologies to harness offshore renewable energy, including offshore wind, waves, tides, ocean currents, and thermal and salinity gradient, in S...

  • Article
  • Open Access
10 Citations
5,488 Views
23 Pages

16 January 2023

In practical logistic distributions, uncertainties may exist in each distribution process, and sometimes suppliers have to take undesirable measures to deal with the subsequent schedule variances. In light of the uncertainty of customers in logistics...

  • Article
  • Open Access
7 Citations
3,570 Views
24 Pages

16 January 2023

The impacts of shock events frequently cascade beyond the primarily affected sector(s), through the interdependent economic system, and result in higher-order indirect losses in other sectors. This study employed the inoperability input–output...

  • Article
  • Open Access
21 Citations
4,427 Views
14 Pages

The Relationship between Motivation and the Role of the Night of the Museums Event: Case Study in Oradea Municipality, Romania

  • Grigore Vasile Herman,
  • Vasile Grama,
  • Alexandru Ilieș,
  • Bahodirhon Safarov,
  • Dorina Camelia Ilieș,
  • Ioana Josan,
  • Makhina Buzrukova,
  • Bekzot Janzakov,
  • Donatella Privitera and
  • Tudor Caciora
  • + 1 author

16 January 2023

Cultural events are relevant attractions in contemporary cities that can be understood as celebrations, but also as agents of urban change. The primary objective of this study is to identify emerging themes in the area of cultural events, especially...

  • Article
  • Open Access
13 Citations
8,332 Views
18 Pages

16 January 2023

It is an indisputable fact in the world today that lithium is one of the key chemical elements of the future, one that is critically important for the development of renewable energy sources, electromobility, green industry, and the overall sustainab...

  • Article
  • Open Access
15 Citations
3,580 Views
21 Pages

16 January 2023

In the field of construction, the promotion of prefabricated buildings has been strongly supported by the state due to its low-carbon, environmental protection and high-efficiency characteristics. The process of design, prefabrication, and installati...

  • Article
  • Open Access
15 Citations
4,712 Views
13 Pages

16 January 2023

Due to the local and natural characteristics of high latitude and altitude in the Three Polar Region (TPR)—that is, the Antarctic, the Arctic, and the Qinghai-Tibet Plateau (QTP)—this region has been significantly affected by climate chan...

  • Article
  • Open Access
3 Citations
3,023 Views
15 Pages

How May New Energy Investments Change the Sustainability of the Turkish Industrial Sector?

  • Hasan Yildizhan,
  • Cihan Yıldırım,
  • Shiva Gorjian and
  • Arman Ameen

16 January 2023

Utilization of renewable energy in the Turkish industrial sector is becoming more important nowadays. The tendency toward renewable energy can be clearly seen with newly planned energy investments. The energy appearance of the Turkish industrial sect...

  • Article
  • Open Access
3 Citations
3,923 Views
10 Pages

16 January 2023

Energy transition is an important issue for countries trying to meet their greenhouse gas (GHG) emission targets. To achieve this reduction, the Portuguese government has budgeted a total of EUR 116 M to aid energy transition in the Autonomous Region...

  • Article
  • Open Access
25 Citations
6,345 Views
23 Pages

16 January 2023

Over the past decade, enhancing the quality of cities and building vibrant urban streets has become a hot topic in urban planning in China. Although there are many studies on how the built environment affects street vitality, the unique built environ...

  • Article
  • Open Access
11 Citations
3,976 Views
26 Pages

16 January 2023

According to the Waste Management Policy of the European Union, the recycling and reuse of various wastes is considered the most ecological and advanced waste disposal technology with the lowest impact on the environment. By applying circular economy...

  • Article
  • Open Access
14 Citations
2,979 Views
12 Pages

Short-Term Prediction of the Wind Speed Based on a Learning Process Control Algorithm in Isolated Power Systems

  • Vadim Manusov,
  • Pavel Matrenin,
  • Muso Nazarov,
  • Svetlana Beryozkina,
  • Murodbek Safaraliev,
  • Inga Zicmane and
  • Anvari Ghulomzoda

16 January 2023

Predicting the variability of wind energy resources at different time scales is extremely important for effective energy management. The need to obtain the most accurate forecast of wind speed due to its high degree of volatility is particularly acut...

  • Article
  • Open Access
2,469 Views
16 Pages

16 January 2023

Recent debates regarding marketization have focused on the relationship between the state and the market, while the grassroots and their everyday experiences have arguably been understudied. In this paper, we study marketization with the example of l...

  • Article
  • Open Access
10 Citations
4,429 Views
27 Pages

Wave Energy in Brittany (France)—Resource Assessment and WEC Performances

  • Nicolas Guillou,
  • George Lavidas and
  • Bahareh Kamranzad

16 January 2023

Refined numerical wave energy resource assessments are required to reduce uncertainties in the evaluation of available power and energy production. However, to restrict the computational cost, a great part of wave hindcast simulations cover a limited...

  • Article
  • Open Access
1 Citations
3,158 Views
14 Pages

An Application of Machine Learning to Estimate and Evaluate the Energy Consumption in an Office Room

  • Kuang-Sheng Liu,
  • Iskandar Muda,
  • Ming-Hung Lin,
  • Ngakan Ketut Acwin Dwijendra,
  • Gaylord Carrillo Caballero,
  • Aníbal Alviz-Meza and
  • Yulineth Cárdenas-Escrocia

16 January 2023

There are no exact criteria for the architecture of openings and windows in office buildings in order to optimize energy consumption. Due to the physical limitations of this renewable energy source and the lack of conscious control over its capabilit...

  • Article
  • Open Access
29 Citations
5,713 Views
19 Pages

16 January 2023

With the acceleration of informatization, the spatial layout of economic activities has gradually shifted from “transportation cost + labor force” to “information + technology”. As a new generation of information, the digital...

  • Article
  • Open Access
10 Citations
3,566 Views
21 Pages

16 January 2023

The rapidly expanding road network has resulted in the separation of the urban ecological landscape. To assess the potential implication of the road systems on the landscape ecological risk, the corridor cutting degree model based on roadway impact z...

  • Review
  • Open Access
29 Citations
5,877 Views
15 Pages

16 January 2023

Chemical phosphatic fertilizers are mainly produced from phosphate rocks, a natural reserve that is depleting rapidly. These chemical phosphatic fertilizers are polluting the environment at an alarming rate as a result of injudicious application to f...

  • Review
  • Open Access
83 Citations
91,753 Views
25 Pages

Assessment of Benefits and Risk of Genetically Modified Plants and Products: Current Controversies and Perspective

  • Bimal Kumar Ghimire,
  • Chang Yeon Yu,
  • Won-Ryeol Kim,
  • Hee-Sung Moon,
  • Joohyun Lee,
  • Seung Hyun Kim and
  • Ill Min Chung

16 January 2023

Genetic transformation has emerged as an important tool for the genetic improvement of valuable plants by incorporating new genes with desirable traits. These strategies are useful especially in crops to increase yields, disease resistance, tolerance...

  • Article
  • Open Access
10 Citations
3,381 Views
11 Pages

16 January 2023

As a kind of renewable energy, biomass power has great development potential in mitigating greenhouse gas emissions. Therefore, under the background of carbon peak and carbon neutrality, the diffusion of biomass power generation technology has practi...

  • Article
  • Open Access
17 Citations
3,719 Views
15 Pages

16 January 2023

Using data from 30 provinces and cities in China from 2005–2018, panel regression models, mediation models, quantile regressions and threshold regressions were used to examine the relationship between graduate student size expansion, innovative...

  • Article
  • Open Access
7 Citations
5,110 Views
26 Pages

16 January 2023

With the increasing refugee crisis worldwide, a great promise lies in the 2030 agenda to help ‘leave no one behind.’ This article aims to take stock of implementing the 2030 Agenda in the refugee camps of the Arab Middle East based on emp...

  • Article
  • Open Access
12 Citations
3,108 Views
17 Pages

Experimental Study on Phosphogypsum-Amended Red Mud as Road Base Material

  • Huajin Wang,
  • Minglei Shi,
  • Xintao Tian,
  • Changyun Yu and
  • Xuyang Du

16 January 2023

Red mud is a byproduct of the aluminum oxide refining process that is an industrial waste residue. The storage of red mud can seriously contaminate the soil, water system, and atmosphere while also taking up a lot of valuable land resources. However,...

  • Article
  • Open Access
30 Citations
7,167 Views
20 Pages

16 January 2023

The endeavors toward sustainable transportation systems are a key concern for planners and decision-makers where increasing public transport attractiveness is essential. In this paper, a machine-learning-based predictive modeling approach is proposed...

  • Review
  • Open Access
13 Citations
5,145 Views
18 Pages

16 January 2023

Since the publication of the Guidelines for Social Life Cycle Assessment (S-LCA) of Products by the United Nations Environment Programme (UNEP) and the Society of Environmental Toxicology and Chemistry (SETAC) in 2009, there has been an increase in p...

  • Article
  • Open Access
8 Citations
2,715 Views
20 Pages

16 January 2023

How to accelerate the reduction of carbon emissions in the context of the “double carbon” target has become a key concern for all sectors of society. This paper firstly analyzes the influence mechanism of foreign direct investment (FDI) a...

  • Article
  • Open Access
9 Citations
3,410 Views
15 Pages

16 January 2023

The primary object of this study is to survey the spatial heterogeneity of sustainable land use in the Guangdong–Hong Kong–Macao Greater Bay Area, The introduction of GIS technology into the evaluation index system under the traditional c...

  • Article
  • Open Access
4 Citations
2,861 Views
14 Pages

16 January 2023

The major bioactive compounds in S. chirayita are amarogentin (most bitter compound) and mangiferin, which contribute to its medicinal value due to its antidiabetic, anticancer, antimicrobial and antimalarial properties. In this study, we developed a...

  • Article
  • Open Access
2 Citations
2,557 Views
20 Pages

Identification of Urban Jobs–Housing Sites Based on Online Car-Hailing Data

  • Shuoben Bi,
  • Luye Wang,
  • Shaoli Liu,
  • Lili Zhang and
  • Cong Yuan

16 January 2023

With the development of cities, the organization of jobs–housing space is becoming more complex, and the rapid, effective identification of both residences and workplaces is crucial to sustainable urban development. The long time series of onli...

  • Article
  • Open Access
1 Citations
2,620 Views
21 Pages

16 January 2023

The application of fault-slip seismic sources is critical to the success of ground motion dynamic response analysis. Previous research established a finite seismic source to analyze stability in underground engineering. In this paper, a sophisticated...

  • Article
  • Open Access
16 Citations
6,775 Views
25 Pages

16 January 2023

This study investigated the impact of spatial configuration on tourist movement patterns and its role in managing cultural heritage destinations in the city of Madaba. Understanding tourist movement patterns is important for the development of sustai...

  • Case Report
  • Open Access
10 Citations
5,159 Views
19 Pages

16 January 2023

This paper characterizes and compares three types of small-scale irrigation scheme practices in Northern Ethiopia. A multidisciplinary survey approach, collecting information on socioeconomic, biophysical, and institutional aspects of irrigation by t...

  • Article
  • Open Access
11 Citations
7,069 Views
15 Pages

Bioactivities and Chemical Compositions of Cinnamomum burmannii Bark Extracts (Lauraceae)

  • Prasetyorini Djarot,
  • Yulianita,
  • Novi Fajar Utami,
  • Aditya Mahesa Putra,
  • Yurena Irma Mulya Putri,
  • Sri Melia Muhardianty,
  • Tiara Akasi Suciyani and
  • Asep Syaepulrohman

16 January 2023

Cinnamomum burmanni has antifungal and antibacterial properties, including alkaloids, tannins, flavonoids, saponins, terpenoids, and essential oil content of cinnamaldehyde, eugenol, and safrole. This study aims to determine the antibacterial pr...

  • Review
  • Open Access
35 Citations
10,371 Views
19 Pages

Efficacy of Electrocoagulation Treatment for the Abatement of Heavy Metals: An Overview of Critical Processing Factors, Kinetic Models and Cost Analysis

  • Saif Ullah Khan,
  • Mohammad Khalid,
  • Khalid Hashim,
  • Mehdi Hassanvand Jamadi,
  • Milad Mousazadeh,
  • Farrukh Basheer and
  • Izharul Haq Farooqi

16 January 2023

The electrocoagulation (EC) process introduces coagulants by electrochemical means, and is widely adopted for removing heavy metals, besides other contaminants, such as organic pollutants, suspended and dissolved solids, colloidal materials, etc. How...

  • Article
  • Open Access
4 Citations
3,859 Views
16 Pages

16 January 2023

The aging society of farmers and lack of motivation to pursue a farming career among farmers’ young heirs could induce a severe labor shortage crisis in the farming sector in Thailand in the near future, especially in the upper northern region,...

  • Article
  • Open Access
2 Citations
7,478 Views
30 Pages

16 January 2023

Intelligent Transportation Systems (ITS) have the potential to improve traffic conditions and reduce travel delays. As a decision support software system for ITS, DynasTIM is based on the principle of dynamic traffic assignment and developed for real...

  • Article
  • Open Access
14 Citations
3,860 Views
23 Pages

The Effect of Pristine Graphene on the Mechanical Properties of Geopolymer Mortar

  • Oluwapelumi Abiodun,
  • Charles Kabubo,
  • Raphael Mutuku and
  • Obuks Ejohwomu

16 January 2023

The dire need for sustainable construction materials has resulted in emerging research to improve the properties and, subsequently, the structural performance of the geopolymer composite. One of these progressive moves is this study’s focus on...

  • Article
  • Open Access
10 Citations
5,867 Views
15 Pages

16 January 2023

Background: The policy of the Physical Education (PE) Entrance Examination for Senior High School (PEESHS) is an operable and measurable educational policy proposed by the Chinese government to solve the youth’s physical health problems and pro...

  • Article
  • Open Access
10 Citations
4,051 Views
21 Pages

16 January 2023

An investigation into the pricing mechanism of Airbnb is crucial for achieving the sustainable development of sharing economy accommodations and has great academic and practical significance. The existing pricing studies on sharing economy accommodat...

  • Article
  • Open Access
24 Citations
7,992 Views
18 Pages

The Impact of the Financial Industry and Globalization on Environmental Quality

  • Jide Zhang,
  • Mushtaq Ahmad,
  • Tufail Muhammad,
  • Furqan Syed,
  • Xu Hong and
  • Muhmmad Khan

16 January 2023

The objectives of this study were to evaluate the impact of financial development, globalization, and pollution in six MENA countries from 1971 to 2015. Many prior studies empirically explored numerous factors determining environmental quality/pollut...

  • Article
  • Open Access
62 Citations
5,477 Views
20 Pages

An Artificial Intelligence-Based Stacked Ensemble Approach for Prediction of Protein Subcellular Localization in Confocal Microscopy Images

  • Sonam Aggarwal,
  • Sheifali Gupta,
  • Deepali Gupta,
  • Yonis Gulzar,
  • Sapna Juneja,
  • Ali A. Alwan and
  • Ali Nauman

16 January 2023

Predicting subcellular protein localization has become a popular topic due to its utility in understanding disease mechanisms and developing innovative drugs. With the rapid advancement of automated microscopic imaging technology, approaches using bi...

  • Article
  • Open Access
1 Citations
2,508 Views
16 Pages

16 January 2023

The study presented here concerns an analysis of the structural vulnerability of the arm of the church of the Castello di Santo Stefano Abbey in Monopoli in Puglia (Italy). The ancient monument is located on a small “Peninsula” between tw...

  • Hypothesis
  • Open Access
36 Citations
5,503 Views
22 Pages

16 January 2023

The study aims to investigate the role of financial well-being of the investor on psychological fitness of clients and organizations in the emerging financial markets of India. A survey was conducted during the pandemic in Indian financial markets wh...

  • Brief Report
  • Open Access
1 Citations
2,051 Views
12 Pages

16 January 2023

In this paper, a time-domain signal processing method is proposed to extract the real-time time-varying cable frequency. The proposed conjugate-pair decomposition (CPD) method uses empirical mode decomposition (EMD) to obtain intrinsic mode functions...

  • Article
  • Open Access
1 Citations
1,889 Views
18 Pages

16 January 2023

This paper analyzes the impact of the instability brought about by the change of directors on the risk of corporate debt default from the perspective of the fusion of old and new directors. Combining Ab-sorptive Capacity Theory and Embeddedness Theor...

  • Article
  • Open Access
7 Citations
3,299 Views
10 Pages

16 January 2023

Due to the dwindling maintenance budget and lack of qualified bridge inspectors, bridge-management agencies in Taiwan need to develop cost-effective maintenance and inspection strategies to preserve the safety and functionality of their aging, natura...

  • Article
  • Open Access
2 Citations
2,280 Views
21 Pages

The Impact of “Dual-Control” Regulations on the Green Total Factor Efficiency of Shaoxing’s Industrial Sector

  • Zhigang Pei,
  • Jiaming Chen,
  • Jun Fang,
  • Jiangpeng Fan,
  • Zhilan Gong and
  • Qingying Zheng

16 January 2023

Promoting the decoupling between economic growth and carbon emissions through government intervention is very crucial for China to achieve carbon neutrality. This paper evaluates the green development performance with the help of the green total fact...

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Sustainability - ISSN 2071-1050