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Development of a Predictive Model Based on the Alignment Tool in the Early Stages of Projects: The Case of Saudi Arabia Infrastructure Projects 在项目早期阶段开发基于对齐工具的预测模型:沙特阿拉伯基础设施项目案例
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188122
Abdulrahman Bin Mahmoud, Abdullah Alrashdi, Salman Akhtar, Ayman Altuwaim, Abdulmohsen Almohsen
The construction industry plays a substantial role in shaping the economies of many countries. Construction management faces various challenges that can lead to project failures, particularly in infrastructure projects struggling to meet cost and time requirements. Inadequate project planning and the intricate nature of construction projects can cause participants’ project goals to not align. It is crucial to address these challenges early in the planning stages to ensure project success. This research involved investigating previous studies to understand current practices for improving infrastructure project planning and selecting the best pre-project planning tool. Infrastructure projects in the Saudi construction industry are used as a case study. A questionnaire was prepared based on essential alignment issues affecting team alignment during pre-project planning. Participants rated the level of agreement with alignment issues and the overall success of a project they worked on. The study utilized descriptive and inferential analysis techniques to assess infrastructure project success rates and develop a predictive model driven by the alignment tool. Multiple linear regression techniques were used during the model’s development, and validation and reliability outputs were obtained. By evaluating all relevant stakeholders, the model generates a score to facilitate the pre-project planning process, increasing the likelihood of project success. The study found that the model’s predictive accuracy was 94%. This research is significant in creating a predictive model applicable to infrastructure projects, enhancing project management practices by enabling project teams to evaluate project progress, identify projects in need of corrective action, and ultimately improve project performance, leading to cost and time savings.
建筑业在许多国家的经济发展中发挥着重要作用。建筑管理面临着可能导致项目失败的各种挑战,尤其是在努力满足成本和时间要求的基础设施项目中。项目规划不足和建筑项目错综复杂的性质会导致参与者的项目目标不一致。为确保项目成功,在规划阶段尽早应对这些挑战至关重要。本研究涉及对以往研究的调查,以了解当前改善基础设施项目规划和选择最佳项目前期规划工具的做法。沙特建筑业的基础设施项目被用作案例研究。根据影响项目前期规划期间团队协调的基本协调问题编制了一份调查问卷。参与者对他们所参与的项目的一致性问题和整体成功程度进行了评分。研究采用了描述性和推论性分析技术来评估基础设施项目的成功率,并开发了一个由协调工具驱动的预测模型。在模型开发过程中使用了多元线性回归技术,并获得了验证和可靠性输出。通过对所有相关利益方进行评估,该模型生成了一个分数,以促进项目前期规划过程,提高项目成功的可能性。研究发现,该模型的预测准确率为 94%。这项研究的重要意义在于创建了一个适用于基础设施项目的预测模型,使项目团队能够评估项目进度,识别需要采取纠正措施的项目,并最终提高项目绩效,从而节约成本和时间,加强项目管理实践。
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引用次数: 0
Analysis of Performance and Genetic Characteristics of Cultural Landscapes in Traditional Villages along the Jinzhong Section of the Wanli Tea Road from a Landscape Gene Information Chain Perspective: A Case Study of Xiamen Village 从景观基因信息链角度分析万里茶道晋中段沿线传统村落文化景观的表现与遗传特征:厦门乡村个案研究
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188131
Wei Wang, Qianfei Shi, Guoyu Wang
The traditional villages along the Wanli Tea Road carry rich historical and cultural heritage, holding significant humanistic and scientific value. However, with the rapid pace of urbanization and modernization, the inheritance and protection of the cultural landscapes in these traditional villages face numerous challenges. Based on this, this study focuses on Xiamen Village, a traditional village along the Jinzhong section of the Wanli Tea Road, utilizing the perspective of the landscape gene information chain to reveal the performance and genetic characteristics of its unique and regionally distinctive cultural landscape genes. The study provides theoretical support for the protection and inheritance of cultural landscapes in traditional villages along the Wanli Tea Road. The results show that: (1) The overall cultural landscape of Xiamen Village has been well preserved, with notable characteristics in environment, layout, architecture, and culture, demonstrating its rich historical and cultural accumulation, and offering high research and conservation value; (2) The landscape gene information chain of Xiamen Village plays a critical role in integrating the village’s cultural landscape. The landscape gene information elements and points express the village’s unique historical inheritance through regional culture and material forms. The “branch-like” structure of the landscape gene information corridors effectively connects the various landscape gene information points, while the landscape gene information network reflects the interaction between tradition and modernity; (3) The landscape gene information chain of Xiamen Village shows a relationship of coexistence between inheritance and change in its genetic characteristics. Although some landscape genes face challenges from modernization, their core traits have not been lost. The inheritance of the landscape genes is not static but adjusts and reconstructs within an evolving social and cultural context, reflecting adaptability and flexibility in response to modern demands.
万里茶道沿线的传统村落承载着丰富的历史文化遗产,具有重要的人文和科学价值。然而,随着城市化和现代化进程的加快,这些传统村落的文化景观的传承与保护面临着诸多挑战。基于此,本研究以万里茶道晋中段沿线的传统村落厦门村为研究对象,利用景观基因信息链的视角,揭示其独具地域特色的文化景观基因的表现与遗传特征。该研究为万里茶道沿线传统村落文化景观的保护与传承提供了理论支撑。研究结果表明(1)厦门村整体文化景观保存完好,在环境、布局、建筑、文化等方面具有显著特色,展现了丰富的历史文化积淀,具有较高的研究和保护价值;(2)厦门村的景观基因信息链在整合村落文化景观中发挥了关键作用。景观基因信息要素和点通过地域文化和物质形态表达了厦门村独特的历史传承。景观基因信息廊道的 "枝状 "结构有效地连接了各个景观基因信息点,景观基因信息网络体现了传统与现代的互动;(3)厦门村景观基因信息链的基因特征呈现出传承与变迁并存的关系。虽然一些景观基因面临现代化的挑战,但其核心性状并没有丧失。景观基因的传承不是一成不变的,而是在不断发展的社会文化背景下进行调整和重构,体现了对现代需求的适应性和灵活性。
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引用次数: 0
Blue in Food and Beverages—A Review of Socio-Cultural, Economic, and Environmental Implications 食品和饮料中的蓝色--社会文化、经济和环境影响综述
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188142
Agnieszka Szmagara
The presented review concerns the cross-disciplinary approaches to the subject of blue food and blue colourants, the socio-cultural aspects of blue food and beverage consumption, human health effects, environmental impact, and economic aspects. Blue colour in relation to food is not only about improving visual appeal, to which the addition of food colouring is usually limited when the food is coloured in some way that does not encourage eating. It is also the rich and complex sociological side related to food, that is, not only the food itself but also the background, dishware, and light, depending on whether we want to encourage—to increase consumption—or discourage—to, for example, reduce the amount of food eaten for dietary purposes. The negative side of consuming and disposing of synthetic dyes and the health-promoting aspects of natural dyes are also mentioned, with the economic and environmental aspects of sourcing natural dyes being discussed. The food industry uses blue dyes not only for consumption, but also for food quality control, taking advantage of the pH-dependent colour change properties of the compound.
本综述涉及蓝色食品和蓝色着色剂、蓝色食品和饮料消费的社会文化方面、对人类健康的影响、对环境的影响以及经济方面的跨学科方法。与食品有关的蓝色不仅是为了提高视觉吸引力,当食品的颜色不鼓励进食时,添加的食用色素通常是有限的。这也是与食物有关的丰富而复杂的社会学方面,即不仅是食物本身,还包括背景、餐具和光线,这取决于我们是想鼓励--增加消费,还是不鼓励--例如,为了饮食目的而减少食物的食用量。此外,还提到了消费和处理合成染料的负面影响以及天然染料对健康的促进作用,并讨论了采购天然染料的经济和环境问题。食品工业使用蓝色染料不仅是为了消费,也是为了控制食品质量,利用这种化合物随 pH 值变化而变色的特性。
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引用次数: 0
The Impact of Waste Application on the Reclamation and Biological Life of Degraded Soils 废物利用对退化土壤的复垦和生物生命的影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188126
Marta Bik-Małodzińska
This work concerns the assessment of soil reclamation and its impact on biological life in areas destroyed by the sulfur industry in Jeziórko. Sulfur extraction using the borehole method causes enormous destruction to the soil environment. Among the many forms of degradation, the most pronounced are the chemical transformations of the environment and the disturbances in water relations in large areas, which could theoretically impact areas not within the direct range of the mining plant. This work aimed to assess the condition of biological life in soil reclaimed with waste in areas devastated by the sulfur industry in Jeziórko. The reclamation of these soils was difficult but necessary due to the complete disappearance of biological life. Appropriate actions were taken to restore and improve the properties of the soil, which resulted in an improvement in their production capacity. Reclamation was carried out, among other techniques, by deacidifying the soil using post-flotation lime and fertilizing the soil with municipal sewage sludge and post-use mineral wool. Studies have shown an improvement in many soil properties, such as its physical, water, chemical, and biological properties. The implemented reclamation methods significantly influenced, among other things, the density and water properties of the degraded soil. The soil reclaimed with mineral wool and sewage sludge recorded the highest density and water capacity. Applying mineral wool to the degraded soil influenced the changes in the analyzed physical and water properties. The obtained research results also show the beneficial effect of mineral wool and sewage sludge on the increase in organic carbon content. In the soil treated with these substances, the organic carbon content ranged from 13.60 g·kg−1 to 14.30 g·kg−1. It is shown that reclamation has had a considerable impact on and is essential for biological life in Jeziórko.
这项工作涉及对土壤改良及其对杰济奥尔科(Jeziórko)被硫磺工业破坏地区的生物影响的评估。使用钻孔法提取硫磺对土壤环境造成了巨大破坏。在多种退化形式中,最明显的是环境的化学变化和大面积水关系的紊乱,理论上可能会影响到不在采矿厂直接范围内的地区。这项工作的目的是评估杰济奥尔科(Jeziórko)受硫磺工业破坏地区用废料开垦的土壤中的生物状况。由于生物完全消失,这些土壤的复垦工作十分困难,但又十分必要。为恢复和改善土壤的特性采取了适当的措施,从而提高了土壤的生产能力。除其他技术外,还使用浮选后石灰对土壤进行脱酸处理,并用城市污水污泥和使用后矿棉对土壤进行施肥。研究表明,土壤的物理、水、化学和生物等许多特性都得到了改善。除其他外,所采用的复垦方法对退化土壤的密度和水特性有很大影响。使用矿棉和污水污泥复垦的土壤密度和水容量最高。在降解土壤中使用矿棉会影响所分析的物理和水特性的变化。研究结果还显示了矿棉和污水污泥对增加有机碳含量的有利影响。在使用这些物质处理过的土壤中,有机碳含量从 13.60 g-kg-1 到 14.30 g-kg-1 不等。这表明,开垦对 Jeziórko 的生物生活产生了相当大的影响,也是必不可少的。
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引用次数: 0
Improvement of Spatio-Temporal Inconsistency of Time Series Land Cover Products 改善时间序列土地覆被产品的时空不一致性
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188127
Ling Zhu, Jun Liu, Shuyuan Jiang, Jingyi Zhang
In recent years, time series land cover products have been developed rapidly. However, the traditional classification strategy rarely considers time continuity and spatial consistency, which leads to the existence of unreasonable changes among the multi-period products. In order to solve the existing problems, this paper proposes a matrix decomposition model and an optimized hidden Markov model (HMM) to improve the consistency of the time series land cover maps. It also compares the results with the spatio-temporal window filtering model. The spatial weight information is introduced into the singular value decomposition (SVD) model, and the regression model is constructed by combining the eigenvalues and eigenvectors of the image to predict the unreasonable variable pixels and complete the construction of the matrix decomposition model. To solve the two problems of reliance on expert experience and lack of spatial relationships, this paper optimizes the model and proposes the HMM Land Cover Transition (HMM_LCT) model. The overall accuracy of the matrix decomposition model and the HMM_LCT model is 90.74% and 89.87%, respectively. It is found that the matrix decomposition model has a better effect on consistency adjustment than the HMM_LCT model. The matrix decomposition model can also adjust the land cover trajectory to better express the changing trend of surface objects. After consistent adjustment by the matrix decomposition model, the cumulative proportion of the first 15 types of land cover trajectories reached 99.47%, of which 83.01% were stable land classes that had not changed for three years.
近年来,时间序列土地覆被产品发展迅速。然而,传统的分类策略很少考虑时间的连续性和空间的一致性,导致多期产品之间存在不合理的变化。针对存在的问题,本文提出了矩阵分解模型和优化的隐马尔可夫模型(HMM)来提高时间序列土地覆被图的一致性。本文还将结果与时空窗口滤波模型进行了比较。在奇异值分解(SVD)模型中引入空间权重信息,结合图像的特征值和特征向量构建回归模型,预测不合理的变量像素,完成矩阵分解模型的构建。为了解决依赖专家经验和缺乏空间关系这两个问题,本文对模型进行了优化,提出了 HMM 土地覆被转换(HMM_LCT)模型。矩阵分解模型和 HMM_LCT 模型的总体准确率分别为 90.74% 和 89.87%。研究发现,矩阵分解模型的一致性调整效果优于 HMM_LCT 模型。矩阵分解模型还可以调整土地覆被轨迹,更好地表达地表物体的变化趋势。经过矩阵分解模型的一致性调整后,前 15 类土地覆被轨迹的累计比例达到 99.47%,其中 83.01%为三年未发生变化的稳定地类。
{"title":"Improvement of Spatio-Temporal Inconsistency of Time Series Land Cover Products","authors":"Ling Zhu, Jun Liu, Shuyuan Jiang, Jingyi Zhang","doi":"10.3390/su16188127","DOIUrl":"https://doi.org/10.3390/su16188127","url":null,"abstract":"In recent years, time series land cover products have been developed rapidly. However, the traditional classification strategy rarely considers time continuity and spatial consistency, which leads to the existence of unreasonable changes among the multi-period products. In order to solve the existing problems, this paper proposes a matrix decomposition model and an optimized hidden Markov model (HMM) to improve the consistency of the time series land cover maps. It also compares the results with the spatio-temporal window filtering model. The spatial weight information is introduced into the singular value decomposition (SVD) model, and the regression model is constructed by combining the eigenvalues and eigenvectors of the image to predict the unreasonable variable pixels and complete the construction of the matrix decomposition model. To solve the two problems of reliance on expert experience and lack of spatial relationships, this paper optimizes the model and proposes the HMM Land Cover Transition (HMM_LCT) model. The overall accuracy of the matrix decomposition model and the HMM_LCT model is 90.74% and 89.87%, respectively. It is found that the matrix decomposition model has a better effect on consistency adjustment than the HMM_LCT model. The matrix decomposition model can also adjust the land cover trajectory to better express the changing trend of surface objects. After consistent adjustment by the matrix decomposition model, the cumulative proportion of the first 15 types of land cover trajectories reached 99.47%, of which 83.01% were stable land classes that had not changed for three years.","PeriodicalId":22183,"journal":{"name":"Sustainability","volume":"9 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142264756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interdecadal Variations in Agricultural Drought Monitoring Using Land Surface Temperature and Vegetation Indices: A Case of the Amahlathi Local Municipality in South Africa 利用地表温度和植被指数监测农业干旱的年代际变化:南非 Amahlathi 地方市政当局的案例
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188125
Phumelelani Mbuqwa, Hezekiel Bheki Magagula, Ahmed Mukalazi Kalumba, Gbenga Abayomi Afuye
Agricultural droughts in South Africa, particularly in the Amahlathi Local Municipality (ALM), significantly impact socioeconomic activities, sustainable livelihoods, and ecosystem services, necessitating urgent attention to improved resilience and food security. The study assessed the interdecadal drought severity and duration in Amahlathi’s agricultural potential zone from 1989 to 2019 using various vegetation indicators. Landsat time series data were used to analyse the land surface temperature (LST), soil-adjusted vegetation index (SAVI), normalized difference vegetation index (NDVI), and standardized precipitation index (SPI). The study utilised GIS-based weighted overlay, multiple linear regression models, and Pearson’s correlation analysis to assess the correlations between LST, NDVI, SAVI, and SPI in response to the agricultural drought extent. The results reveal a consistent negative correlation between LST and NDVI in the ALM, with an increase in vegetation (R2 = 0.9889) and surface temperature. LST accuracy in dry areas increased to 55.8% in 2019, despite dense vegetation and a high average temperature of 40.12 °C, impacting water availability, agricultural land, and local ecosystems. The regression analysis shows a consistent negative correlation between LST and NDVI in the ALM from 1989 to 2019, with the correlation between vegetation and surface temperature increasing since 2019. The SAVI indicates a slight improvement in overall average vegetation health from 0.18 in 1989 to 0.25 in 2009, but a slight decrease to 0.21 in 2019. The SPI at 12 and 24 months indicates that drought severely impacted vegetation cover from 2014 to 2019, with notable recovery during improved wet periods in 1993, 2000, 2003, 2006, 2008, and 2013, possibly due to temporary drought relief. The findings can guide provincial drought monitoring and early warning programs, enhancing drought resilience, productivity, and sustainable livelihoods, especially in farming communities.
南非的农业干旱,尤其是阿马拉蒂地方市政当局(ALM)的农业干旱,严重影响了社会经济活动、可持续生计和生态系统服务,因此迫切需要关注提高抗灾能力和粮食安全。该研究利用各种植被指标评估了 1989 年至 2019 年期间阿马拉蒂农业潜力区的十年间干旱严重程度和持续时间。研究利用陆地卫星时间序列数据分析了地表温度(LST)、土壤调整植被指数(SAVI)、归一化差异植被指数(NDVI)和标准化降水指数(SPI)。研究利用基于地理信息系统的加权叠加、多元线性回归模型和皮尔逊相关性分析,评估了地表温度、植被指数、归一化差异植被指数和标准化降水指数之间的相关性,以及它们对农业干旱程度的响应。结果表明,随着植被(R2 = 0.9889)和地表温度的增加,ALM 地区的 LST 和 NDVI 之间始终保持负相关。尽管植被茂密,平均气温高达 40.12 °C,但 2019 年干旱地区的 LST 准确率仍上升至 55.8%,对水源、农田和当地生态系统造成了影响。回归分析表明,从 1989 年到 2019 年,ALM 的 LST 与 NDVI 之间始终呈负相关,而植被与地表温度之间的相关性自 2019 年以来有所增加。SAVI 表明整体平均植被健康状况略有改善,从 1989 年的 0.18 升至 2009 年的 0.25,但在 2019 年又略有下降,降至 0.21。12 个月和 24 个月的 SPI 表明,从 2014 年到 2019 年,干旱严重影响了植被覆盖度,在 1993 年、2000 年、2003 年、2006 年、2008 年和 2013 年的湿润期,植被覆盖度显著恢复,这可能是由于干旱暂时缓解所致。研究结果可指导省级干旱监测和预警计划,提高抗旱能力、生产力和可持续生计,尤其是在农业社区。
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引用次数: 0
Optimizing EV Powertrain Performance and Sustainability through Constraint Prioritization in Nonlinear Model Predictive Control of Semi-Active Bidirectional DC-DC Converter with HESS 采用 HESS 的半主动双向 DC-DC 转换器的非线性模型预测控制中的约束优先级优化电动汽车动力总成性能和可持续性
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188123
P. S. Praveena Krishna, Jayalakshmi N. Sabhahit, Vidya S. Rao, Amit Saraswat, Hannah Chaplin Laugaland, Pramod Bhat Nempu
The global transportation sector is rapidly shifting towards electrification, aiming to create more sustainable environments. As a result, there is a significant focus on optimizing performance and increasing the lifespan of batteries in electric vehicles (EVs). To achieve this, the battery pack must operate with constant current charging and discharging modes of operation. Further, in an EV powertrain, maintaining a constant DC link voltage at the input stage of the inverter is crucial for driving the motor load. To satisfy these two conditions simultaneously during the energy transfer, a hybrid energy storage system (HESS) consisting of a lithium–ion battery and a supercapacitor (SC) connected to the semi-active topology of the bidirectional DC–DC converter (SAT-BDC) in this research work. However, generating the duty cycle for the switches to regulate the operation of SAT-BDC is complex due to the simultaneous interaction of the two mentioned constraints: regulating the DC link voltage by tracking the reference and maintaining the battery current at a constant value. Therefore, this research aims to efficiently resolve the issue by incorporating a highly flexible nonlinear model predictive control (NMPC) to control the switches of SAT-BDC. Furthermore, the converter system design is tested for operational performance using MATLAB 2022B with the battery current and the DC link voltage with different priorities. In the NMPC approach, these constraints are carefully evaluated with varying prioritizations, representing a crucial trade-off in optimizing EV powertrain operation. The results demonstrate that battery current prioritization yields better performance than DC link voltage prioritization, extending the lifespan and efficiency of batteries. Thus, this research work further aligns with the conceptual realization of the sustainability goals by minimizing the environmental impact associated with battery production and disposal.
全球交通运输业正迅速向电气化转变,旨在创造更具可持续性的环境。因此,优化电动汽车(EV)电池的性能和延长其使用寿命成为关注的焦点。为此,电池组必须以恒定电流充电和放电模式运行。此外,在电动汽车动力系统中,逆变器输入级保持恒定的直流链路电压对于驱动电机负载至关重要。为了在能量传输过程中同时满足这两个条件,在这项研究工作中,由锂离子电池和超级电容器(SC)组成的混合储能系统(HESS)与双向 DC-DC 转换器(SAT-BDC)的半主动拓扑结构相连。然而,由于同时存在上述两个约束条件:通过跟踪参考值调节直流链路电压和将电池电流保持在恒定值,因此为开关生成占空比以调节 SAT-BDC 的运行非常复杂。因此,本研究旨在通过采用高度灵活的非线性模型预测控制(NMPC)来控制 SAT-BDC 的开关,从而有效地解决这一问题。此外,还使用 MATLAB 2022B 测试了转换器系统设计在电池电流和直流链路电压不同优先级下的运行性能。在 NMPC 方法中,这些约束条件在不同的优先级下进行了仔细评估,这是优化电动汽车动力总成运行的关键权衡因素。研究结果表明,电池电流优先比直流链路电压优先能产生更好的性能,从而延长电池的使用寿命并提高其效率。因此,这项研究工作通过最大限度地减少与电池生产和处置相关的环境影响,进一步符合可持续发展目标的概念实现。
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引用次数: 0
Fairness in E-Recruitment: Examining Procedural Justice Perceptions and Job Seekers’ Intentions 电子招聘的公平性:考察程序正义认知和求职者的求职意向
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188124
Elena Lo Piccolo, Gerardo Petruzziello, Rita Chiesa, Luca Pietrantoni, Marco Giovanni Mariani
Corporate websites are crucial in recruitment, as the prospective applicants’ experiences in digital recruitment may influence their intentions. Therefore, understanding how opportunity-to-perform perceptions (OPP) integral to procedural justice experienced by potential applicants while visiting a corporate recruitment website impact their reactions towards the company can be key. This study aims to elucidate the influence of OPP on applicants’ intentions to apply (ITA) via corporate websites. Specifically, it explores the indirect relationship between OPP during recruitment and ITA one month after visiting a company website, mediated by organizational attractiveness and ITA measured immediately after and one week after the website visit. This multi-wave study collected 260 cases from master’s students in psychology who completed a questionnaire across waves. Hypotheses were tested using the PROCESS macro in SPSS. The findings highlighted a serial mediation pathway, wherein the indirect connection between OPP and ITA after one month was mediated through organizational attractiveness, ITA immediately after, and one week after website visits. The results highlight the importance of enhancing procedural justice corporate websites to influence applicants’ perceptions and intentions positively and improve recruitment outcomes. Future research should explore the effect of long-term justice perceptions as a basis for a sustainable employee–employer relationship.
企业网站在招聘中至关重要,因为潜在应聘者在数字招聘中的体验可能会影响他们的意向。因此,了解潜在申请人在访问企业招聘网站时所体验到的与程序公正不可分割的 "表现机会感知"(OPP)如何影响他们对企业的反应至关重要。本研究旨在阐明 OPP 对申请人通过企业网站申请(ITA)的意向的影响。具体来说,它探讨了招聘期间的 OPP 与访问公司网站一个月后的 ITA 之间的间接关系,并以组织吸引力和访问网站后立即及一周后测量的 ITA 为中介。这项多波研究从心理学硕士研究生中收集了 260 个案例,他们在各波研究中都填写了问卷。使用 SPSS 中的 PROCESS 宏对假设进行了检验。研究结果凸显了一个序列中介途径,即一个月后,OPP 和 ITA 之间的间接联系通过组织吸引力、网站访问后立即和一周后的 ITA 进行中介。研究结果突出表明,加强企业网站的程序公正性对于积极影响应聘者的认知和意向、改善招聘结果非常重要。未来的研究应探索长期公正感的影响,以此作为员工与雇主关系可持续发展的基础。
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引用次数: 0
Investigating the Role of Financial Development in Encouraging the Transition to Renewable Energy: A Fractional Response Model Approach 研究金融发展在鼓励向可再生能源转型中的作用:分数反应模型方法
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188153
Reem Alshagri, Talal H. Alsabhan, Jawaher Binsuwadan
This paper aims to investigate the relationship between financial development and renewable energy consumption using a fractional response model. The study examines a sample of 34 advanced economies and 64 emerging markets and developing economies from 2008 to 2020. The findings from the fractional response model indicate that financial development has a positive impact on renewable energy consumption in advanced economies. However, in emerging and developing economies, financial development negatively affects the consumption of renewable energy. Additionally, the findings illustrate that financial development has a more pronounced positive impact in advanced economies. This effect is especially strong in countries with higher levels of financial development. On the other hand, in emerging and developing economies, the consumption of renewable energy is more strongly affected by the negative impact of financial development on countries with lower financial development.
本文旨在利用分数反应模型研究金融发展与可再生能源消费之间的关系。研究以 2008 年至 2020 年的 34 个发达经济体和 64 个新兴市场及发展中经济体为样本。分数反应模型的研究结果表明,在发达经济体中,金融发展对可再生能源消费有积极影响。然而,在新兴经济体和发展中经济体,金融发展对可再生能源消费产生负面影响。此外,研究结果表明,金融发展对发达经济体的积极影响更为明显。这种影响在金融发展水平较高的国家尤为明显。另一方面,在新兴和发展中经济体中,金融发展对金融发展水平较低的国家的可再生能源消费的负面影响更大。
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引用次数: 0
Sustainable Textile Manufacturing with Revolutionizing Textile Dyeing: Deep Learning-Based, for Energy Efficiency and Environmental-Impact Reduction, Pioneering Green Practices for a Sustainable Future 革新纺织品染色技术,实现可持续纺织品制造:以深度学习为基础,提高能源效率和减少环境影响,开创可持续未来的绿色实践
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-18 DOI: 10.3390/su16188152
Kübra Yılmaz, İnayet Özge Aksu, Mustafa Göçken, Tuğçe Demirdelen
The textile industry, a substantial component of the global economy, holds significant importance due to its environmental impacts. Particularly, the use of water and chemicals during dyeing processes raises concerns in the context of climate change and environmental sustainability. Hence, it is crucial from both environmental and economic standpoints for textile factories to adopt green industry standards, particularly in their dyeing operations. Adapting to the green industry aims to reduce water and energy consumption in textile dyeing processes, minimize waste, and decrease the carbon footprint. This approach has become crucial in achieving sustainability in textiles following the signing of the Paris Climate Agreement. Important elements of this transformation include the reuse of washing waters used in the dyeing process, the recycling of wastewater, and the enhancement of energy efficiency through necessary methodological and equipment changes. This study analyzes the energy, labor, production, and consumption data since 2011 for a textile factories with four branches located in the Adana Organized Industrial Zone. Among these factories, the one designated as UT1, which has the highest average energy and water consumption compared to the other three branches, is selected. In recent years, the use of artificial intelligence and machine learning technologies in predicting industrial processes has been increasingly observed. The data are analyzed using LSTM (Long Short-Term Memory) and ANN (Artificial Neural Networks) forecasting methods. Particularly, the LSTM algorithms, which provided the most accurate results, have enabled advanced forecasting of electricity consumption in dyeing processes for future years. In 2020, electricity consumption was recorded as 3,717,224 kWh and this consumption was reflected in the total energy cost as TRY 1,916,032. Electricity consumption accounts for 22.34% of total energy consumption, while the share of this energy type in the cost is 43.25%. In the light of these data, the MAPE value for energy consumption forecasts using the LSTM model was 0.45%, which shows that the model is able to forecast with high accuracy. As a result, a solar power plant was installed to optimize energy consumption, and in 2023 60% energy savings were achieved in summer and 25% in winter. The electricity consumption forecasting results have been an essential guide in planning strategic initiatives to enhance factory efficiency. Following improvement efforts aimed at reducing energy consumption and lowering the carbon footprint, significant optimizations in processes and layouts have been made at specific bottleneck points within the facility. These improvements have led to savings in labor, time, and space, and have reduced unit production costs.
纺织业是全球经济的重要组成部分,因其对环境的影响而举足轻重。特别是染色过程中水和化学品的使用,引起了人们对气候变化和环境可持续性的关注。因此,无论从环境还是经济角度来看,纺织厂都必须采用绿色工业标准,特别是在染色操作中。采用绿色工业标准的目的是减少纺织品染色过程中的水和能源消耗,最大限度地减少废物,并降低碳足迹。在《巴黎气候协定》签署后,这种方法已成为实现纺织业可持续发展的关键。这种转变的重要因素包括染色过程中使用的洗涤水的再利用、废水的循环利用,以及通过必要的方法和设备改变来提高能源效率。本研究分析了位于阿达纳有组织工业区的一家拥有四家分厂的纺织厂自 2011 年以来的能源、劳动力、生产和消费数据。在这些工厂中,UT1 是平均能耗和水耗最高的工厂。近年来,人工智能和机器学习技术在工业流程预测中的应用越来越多。使用 LSTM(长短期记忆)和 ANN(人工神经网络)预测方法对数据进行分析。特别是 LSTM 算法,它提供了最准确的结果,能够对未来几年染色过程中的耗电量进行高级预测。根据记录,2020 年的耗电量为 3,717,224 千瓦时,总能源成本为 1,916,032 土耳其里亚尔。电力消耗占能源消耗总量的 22.34%,而这一能源类型在成本中所占比例为 43.25%。根据这些数据,使用 LSTM 模型预测能源消耗的 MAPE 值为 0.45%,这表明该模型能够进行高精度预测。因此,安装了一个太阳能发电站来优化能源消耗,2023 年实现了夏季节能 60%,冬季节能 25%。耗电量预测结果对规划提高工厂效率的战略举措起到了重要的指导作用。在以降低能耗和碳足迹为目标的改进工作之后,工厂内的特定瓶颈点的流程和布局也得到了显著优化。这些改进节省了劳动力、时间和空间,降低了单位生产成本。
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