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Travel Time Variability in Urban Mobility: Exploring Transportation System Reliability Performance Using Ridesharing Data 城市交通中的旅行时间变异性:利用共享出行数据探索交通系统的可靠性能
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188103
Yuxin Sun, Ying Chen
Travel time variability (TTV) is a crucial indicator of transportation network performance, assessing travel time reliability and delays. This study investigates TTV metrics within the context of shared mobility using probe data from transportation network companies (TNCs) in Chicago, Los Angeles, and Dallas–Fort Worth. Eight reliability metrics are analyzed and compared for each origin–destination (OD) pair in the network, including standard deviation (SD), the Planning Time Index (PTI), the Travel Time Index (TTI), the Buffer Index (BI), On-time Measures PR (alpha), and the Misery Index (MI), to evaluate their effectiveness in clustering OD pairs using K-means clustering. The findings confirm that SD, PTI, and MI are particularly effective in measuring travel time reliability and clustering within urban systems. This study identifies the most unbalanced supply–demand OD pairs/regions in each city, noting that low/medium-SD clusters around metropolitan airports indicate stable travel times even in high-demand zones, while high-SD clusters in downtown areas reveal significant traffic demands and unreliability. These patterns become more pronounced in study areas with multiple city centers. This study highlights the need for targeted strategies to enhance travel time reliability, particularly in regions like Dallas–Fort Worth, where public transportation alternatives are limited.
旅行时间变异性(TTV)是交通网络性能的一个重要指标,可评估旅行时间的可靠性和延误情况。本研究利用芝加哥、洛杉矶和达拉斯-沃斯堡的运输网络公司(TNCs)的探测数据,研究了共享交通背景下的 TTV 指标。研究分析并比较了网络中每个出发地-目的地(OD)对的八个可靠性指标,包括标准偏差(SD)、计划时间指数(PTI)、旅行时间指数(TTI)、缓冲指数(BI)、准时措施 PR(alpha)和痛苦指数(MI),以评估它们在使用 K-means 聚类对 OD 对进行聚类时的有效性。研究结果证实,SD、PTI 和 MI 在测量城市系统内的旅行时间可靠性和聚类方面尤为有效。本研究确定了每个城市中供需最不平衡的 OD 对/区域,注意到大都市机场周围的低/中标度聚类表明即使在高需求区也有稳定的旅行时间,而市中心区的高标度聚类则揭示了显著的交通需求和不可靠性。在有多个城市中心的研究区域,这些模式变得更加明显。这项研究强调,需要采取有针对性的策略来提高旅行时间的可靠性,尤其是在达拉斯-沃斯堡这样公共交通选择有限的地区。
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引用次数: 0
Mechanism of Carbon Monoxide (CO) Generation and Potential Human Health Hazard during Mechanized Tunnel Driving in Organic-Rich Rocks: Field and Laboratory Study 富有机质岩石中机械化隧道掘进过程中一氧化碳 (CO) 的生成机理及对人类健康的潜在危害:现场和实验室研究
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188107
Andre Baldermann, Ronny Boch, Volker Reinprecht, Claudia Baldermann
The monitoring of carbon emissions is increasingly becoming a sustainability issue worldwide. Despite being largely unnoticed, the toxic gas carbon monoxide (CO) is ubiquitous in mechanized tunnel driving, but the individual sources, release and enrichment mechanisms are often unknown. In this study, the generation of CO from organic matter containing sedimentary rocks was investigated during mechanized tunnel driving and by reacting claystone and sandstone with 10 mM NaCl solutions for 2 months at 70 °C and 140 °C. The mineralogical and geochemical evolution of the solids and fluids was assessed by CO measurements and the XRD, DTA, TOC, IC and ICP-OES methods. The CO concentration in the atmosphere reached up to 1920 ppm (100 ppm on average) during tunnel driving, which is more than three times higher than the legal daily average dose for tunnellers, thus requiring occupational safety operations. Mineral-specific dissolution processes and the rapid decomposition of labile organic matter upon thermal alteration contributed to the liberation of CO and also carbon dioxide (CO2) from the host rocks. In mechanized tunnel driving, frictional heat and ‘cold’ combustion with temperatures reaching 50–70 °C at the drill head is an important mechanism for increased CO and CO2 generation, especially during drilling in sedimentary rocks containing significant amounts of OM and when the ventilation of the tunnel atmosphere and air mixing are limited. Under such conditions, human health damage due to CO exposure (HHDCO) can be 30 times higher compared to tunnel outlets, where CO is emitted from traffic.
碳排放监测正日益成为全球范围内的一个可持续发展问题。一氧化碳(CO)这种有毒气体在隧道机械化行驶过程中无处不在,但其来源、释放和富集机制却往往不为人知。本研究调查了在隧道机械化掘进过程中,通过在 70 °C 和 140 °C 温度下将粘土岩和砂岩与 10 mM NaCl 溶液反应 2 个月,从含有有机物的沉积岩中产生一氧化碳的情况。通过 CO 测量和 XRD、DTA、TOC、IC 和 ICP-OES 方法评估了固体和流体的矿物学和地球化学演变。在隧道开挖过程中,大气中的一氧化碳浓度高达 1920 ppm(平均 100 ppm),比隧道工人的法定日平均剂量高出三倍多,因此需要进行职业安全操作。特定矿物的溶解过程和热蚀作用下易变有机物的快速分解,导致二氧化碳和二氧化碳(CO2)从母岩中释放出来。在机械化隧道掘进过程中,摩擦热和 "冷 "燃烧(钻头温度达到 50-70 °C)是一氧化碳和二氧化碳生成增加的重要机制,尤其是在含有大量有机物的沉积岩中钻进时,以及在隧道大气通风和空气混合受到限制的情况下。在这种条件下,与隧道出口相比,因接触一氧化碳(HHDCO)而对人体健康造成的损害可能要高出 30 倍,因为隧道出口处的一氧化碳是由交通排放的。
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引用次数: 0
The Mediation Effect of Customer Satisfaction in the Relationship between CSR and Financial Performance: An Empirical Study in Large Companies in Serbia 客户满意度在企业社会责任与财务绩效关系中的中介效应:塞尔维亚大型企业的经验研究
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188113
Marko Aleksić, Branimir Kalaš, Nenad Đokić, Nikola Milićević, Nemanja Berber
Although corporate social responsibility (CSR) can be examined from the point of view of the fundamental philosophy of business and society, many companies focus solely on profit. The main goal of this research is the investigation of the relationship between CSR and organizational financial performance, and the role of customer satisfaction in the proposed relationship. To investigate the proposed relationships, PLS–SEM analysis was performed using the statistical software Smart PLS. The sample used for this study consists of 165 large companies that operate in the Republic of Serbia, each with more than 250 employees (large organizations). The obtained results showed that in companies in Serbia, there is a positive and statistically significant relationship between CSR and customer satisfaction and a positive but statistically insignificant relationship between CSR and financial performance. Regarding the mediating role of customer satisfaction in explaining the relationship between CSR and financial performance, a positive full mediation relationship was found. Theoretical and managerial implications are also provided.
尽管企业社会责任(CSR)可以从商业和社会的基本理念角度进行考察,但许多公司只关注利润。本研究的主要目标是调查企业社会责任与组织财务绩效之间的关系,以及客户满意度在拟议关系中的作用。为了研究提出的关系,使用统计软件 Smart PLS 进行了 PLS-SEM 分析。本研究使用的样本包括在塞尔维亚共和国运营的 165 家大型公司,每家公司都拥有 250 名以上员工(大型组织)。研究结果表明,在塞尔维亚的公司中,企业社会责任与客户满意度之间存在统计意义上的显著正相关关系,而企业社会责任与财务业绩之间存在统计意义上的不显著正相关关系。关于客户满意度在解释企业社会责任与财务业绩之间关系中的中介作用,研究发现两者之间存在正向的完全中介关系。研究还提供了理论和管理方面的启示。
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引用次数: 0
Toward More Nature-Positive Outcomes: A Review of Corporate Disclosure and Decision Making on Biodiversity 实现更积极的自然成果:企业生物多样性信息披露与决策回顾
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188110
Maheshika Senanayake, Iman Harymawan, Gregor Dorfleitner, Seungsoo Lee, Jay Hyuk Rhee, Yong Sik Ok
Loss of biodiversity and natural degradation are vital issues that have significant impacts on society and economy. Businesses, investors, and regulators have focused on corporate efforts to support biodiversity and nature-positive activities. This review provides a comprehensive overview of the importance of biodiversity for businesses, its materiality, and the roles of mandatory and nonmandatory regulations in corporate environmental reporting and sustainability disclosure frameworks. It also discusses descriptive information on the evolution of sustainability frameworks by comparing the most prominent sustainability frameworks, with a key focus on the materiality approach and biodiversity-related disclosure recommendations. Furthermore, we provide recommendations for more holistic approaches to improve future sustainability frameworks focusing on the impact of biodiversity. Additionally, we demonstrate the necessity for greater focus on the decision-making paradigm. Further research to measure the impact of biodiversity and innovative trends in sustainability reporting is required to better reflect nature-positive outcomes in corporate sector businesses.
生物多样性丧失和自然退化是对社会和经济产生重大影响的重要问题。企业、投资者和监管机构一直关注企业在支持生物多样性和自然积极活动方面所做的努力。本综述全面概述了生物多样性对企业的重要性、其重要性以及强制性和非强制性法规在企业环境报告和可持续发展披露框架中的作用。报告还通过比较最著名的可持续发展框架,讨论了可持续发展框架演变的描述性信息,重点关注实质性方法和与生物多样性相关的披露建议。此外,我们还就更全面的方法提出了建议,以改进未来关注生物多样性影响的可持续发展框架。此外,我们还证明了更加关注决策范式的必要性。需要进一步研究生物多样性的影响和可持续发展报告的创新趋势,以更好地反映企业部门业务中对自然积极的成果。
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引用次数: 0
A Comparison of Outdoor Green and Indoor Education: Psycho-Environmental Impact on Kindergarten and Primary Schools Teachers 户外绿色教育与室内教育的比较:对幼儿园和小学教师的心理环境影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188106
Oriana Mosca, Emiliane Rubat du Mérac, Maria Luisa Pedditzi, Carla Meloni, Cristina Isoni, Stefano Livi, Ferdinando Fornara
This research aims to verify the effect of outdoor green teaching experiences on school affective qualities, perceived restorativeness, school climate, and global well-being in a sample of school teachers. A comparison was conducted between teachers who work mainly indoors and those who frequently run school activities outdoors in green spaces. A sample of kindergarten and primary school teachers working in different Italian regions (n = 209) filled in an online questionnaire including the Satisfaction with Life Scale (SWLS), the Perceived Restorativeness Scale (PRS-11), the Scale of Affective Qualities of Place, and the Revised School Level Environment Questionnaire (RSLEQ). Zero-order correlations, preliminary descriptive analyses of variance (ANOVAs) to compare teachers conducting Outdoor Education (vs. teachers conducting only or almost always indoor education), and structural equation modeling (SEM) were carried out on the measured variables. Results from ANOVAs evidenced that teachers conducting outdoor green education show higher levels of perceived affective qualities and restorativeness than teachers working mainly indoors. The model tested through SEM analysis showed that positive affective qualities attributed to the school are associated with higher levels of restorativeness and this, in turn, is linked to a more positive perception of social relationships at school, which increases life satisfaction. Overall, these outcomes support previous research demonstrating the beneficial psychological effects of nature experiences, also in the school environment.
本研究旨在验证户外绿色教学体验对学校教师样本的学校情感品质、感知恢复性、学校氛围和全球幸福感的影响。研究对主要在室内工作的教师和经常在户外绿地开展学校活动的教师进行了比较。在意大利不同地区工作的幼儿园和小学教师样本(n = 209)填写了一份在线问卷,其中包括生活满意度量表(SWLS)、感知恢复性量表(PRS-11)、场所情感质量量表和修订版学校环境问卷(RSLEQ)。对测量变量进行了零阶相关分析、初步描述性方差分析(ANOVA)以比较开展户外教育的教师(与只开展或几乎总是开展室内教育的教师),以及结构方程模型(SEM)。方差分析结果表明,与主要在室内工作的教师相比,开展户外绿色教育的教师表现出更高的感知情感质量和恢复能力。通过 SEM 分析测试的模型显示,学校的积极情感品质与较高的恢复性相关联,而这又与对学校社会关系的更积极感知相关联,从而提高了生活满意度。总之,这些结果支持了之前的研究,证明了自然体验对心理的有益影响,在学校环境中也是如此。
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引用次数: 0
Some Possible Process Configurations for Modern Wastewater Treatment Plants for Per- and Polyfluoroalkyl Substances (PFASs) Removal 现代污水处理厂去除全氟和多氟烷基物质 (PFAS) 的一些可能工艺配置
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188109
Shahryar Jafarinejad
Per- and polyfluoroalkyl substances (PFASs) have been detected in the influent, effluent, and sludge/biosolids of wastewater treatment plants (WWTPs) globally. Due to their potential to bioaccumulate in humans, wildlife, and the environment over time owing to their seriously persistent nature and/or strong C-F bonds, PFASs can cause public health concerns. Conventional processes in full-scale WWTPs are usually inefficient in PFASs removal from wastewater and sludge, and advanced treatment technologies are needed for PFASs removal. This study intends to briefly (i) summarize the technologies for PFASs remediation in wastewater and sludge; (ii) review PFASs removal in full-scale WWTPs; (iii) discuss some possible theoretical configurations for the wastewater processing train of modern WWTPs for PFASs remediation; and finally (iv) provide future directions. Further research regarding the techno-economic assessment and optimization of treatment technologies in removing PFASs (especially short-chain PFASs) from real wastewater as well as the performance of full-scale WWTPs consisting of advanced innovative efficient treatment technologies for PFASs removal and associated costs (i.e., construction, operation, maintenance, chemical, energy, and amortization) is still required.
在全球污水处理厂(WWTPs)的进水、出水和污泥/生物固体中都检测到了全氟和多氟烷基物质(PFASs)。由于 PFASs 具有严重的持久性和/或强 C-F 键,随着时间的推移,它们有可能在人类、野生动物和环境中进行生物累积,因此会引发公共健康问题。大型污水处理厂的传统工艺通常无法有效去除废水和污泥中的 PFASs,因此需要采用先进的处理技术来去除 PFASs。本研究旨在简要介绍 (i) 废水和污泥中 PFASs 的修复技术;(ii) 回顾大型污水处理厂中 PFASs 的去除情况;(iii) 讨论现代污水处理厂中 PFASs 修复废水处理系统的一些可能理论配置;最后 (iv) 提供未来发展方向。关于去除实际废水中 PFASs(尤其是短链 PFASs)的处理技术的技术经济评估和优化,以及由去除 PFASs 的先进创新高效处理技术组成的全规模污水处理厂的性能和相关成本(即建设、运行、维护、化学、能源和摊销),仍需进一步研究。
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引用次数: 0
Envisioning the Future of Mobility: A Well-Being-Oriented Approach 展望未来交通:以福祉为导向的方法
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188114
Yousif Elsamani, Yuya Kajikawa
Mobility, a vital part of daily life, significantly impacts human well-being. Understanding this relationship is crucial for shaping the future trajectory of mobility, a connection often overlooked in previous research. This study explores the complex relationship between mobility and well-being and proposes a holistic framework for mobility’s future, prioritizing individual and societal well-being. The motivation for this research stems from the growing need to balance technological advancements in transportation with the well-being of diverse populations, especially as the mobility landscape evolves with innovations like autonomous vehicles and intelligent mobility solutions. We employ bibliometric methods, analyzing 53,588 academic articles to identify key themes and research trends related to mobility and well-being. This study categorizes these articles into thematic clusters using the Louvain modularity maximization algorithm, which facilitates the formation of cohesive groups based on citation patterns. Our findings underline the significant impact of mobility on physical, mental, psychological, financial, and social well-being. The proposed framework features four pillars: vehicle, infrastructure and environment, mobility stakeholders, and policy. This framework underscores the importance of collaboration between institutional and individual actions in shaping a future mobility landscape that is technologically advanced, socially responsible, and conducive to an improved quality of life.
流动性是日常生活的重要组成部分,对人类福祉有重大影响。了解这种关系对于塑造未来的交通轨迹至关重要,而以往的研究往往忽视了这种联系。本研究探讨了移动性与幸福感之间的复杂关系,并提出了移动性未来的整体框架,优先考虑个人和社会的幸福感。这项研究的动机源于人们日益需要在交通技术进步与不同人群的福祉之间取得平衡,尤其是随着自动驾驶汽车和智能交通解决方案等创新技术的出现,交通领域也在不断发展。我们采用文献计量学方法,分析了 53588 篇学术文章,以确定与交通和福祉相关的关键主题和研究趋势。本研究利用卢万模块化最大化算法将这些文章归类为主题群组,该算法有助于根据引用模式形成具有凝聚力的群组。我们的研究结果强调了流动性对身体、精神、心理、经济和社会福祉的重大影响。建议的框架有四大支柱:车辆、基础设施和环境、流动性利益相关者以及政策。该框架强调了机构和个人行动之间合作的重要性,以塑造一个技术先进、对社会负责、有利于提高生活质量的未来交通环境。
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引用次数: 0
Food Quality and Risk Perception: An Empirical Study Based on the Opinion of University Students 食品质量与风险认知:基于大学生意见的实证研究
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188116
Francesca Silvia Rota, Luigi Bollani, Maria Giuseppina Lucia, Alessandro Bonadonna
In recent decades, the literature on food risk has grown significantly. Consumers are increasingly interested in being informed about the relationship between the food they purchase, their health, and current sustainability goals. In this study, university students’ opinions on food quality attributes were collected through a survey in search of emerging common traits and taking into account the students’ socio-demographic characteristics. The sample for the analysis consists of 5133 students enrolled at the University of Turin (Italy), whose perceptions of food risk are analyzed using hierarchical cluster analysis and principal component analysis. The results reveal the existence of four clusters within the surveyed student population: “Detached”, “Warranty-oriented”, “Inattentive”, and “Made in Italy-oriented”. In particular, the analysis shows a significant influence of age, education level, income, and employment on students’ preferences concerning the purchasing process and food safety. The results also provide some suggestions to stakeholders, underlying the necessity to strengthen the knowledge of the origin of food products and the awareness of the challenges of the global–local food system.
近几十年来,有关食品风险的文献显著增加。消费者越来越希望了解他们购买的食品、他们的健康和当前的可持续发展目标之间的关系。本研究通过调查收集了大学生对食品质量属性的看法,以寻找新出现的共同特征,并考虑到学生的社会人口特征。分析样本包括都灵大学(意大利)的 5133 名在校学生,采用分层聚类分析和主成分分析法对他们对食品风险的看法进行了分析。结果显示,在接受调查的学生群体中存在四个聚类:"离群"、"以保证为导向"、"不专心 "和 "以意大利制造为导向"。特别是,分析表明年龄、教育水平、收入和就业对学生在购买过程和食品安全方面的偏好有显著影响。分析结果还为利益相关者提供了一些建议,认为有必要加强对食品原产地的了解和对全球-本地食品体系挑战的认识。
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引用次数: 0
Effect of Pit and Soil Types on Growth and Development, Nutrient Content and Fruit Quality of Pomegranate in the Central Deccan Plateau Region, India 坑和土壤类型对印度德干高原中部地区石榴生长发育、营养成分含量和果实品质的影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188099
Rajagopal Vadivel, Kotha Sammi Reddy, Yogeshwar Singh, Dhananjay D. Nangare
To enhance pomegranate production on marginal gravelly lands, standardized planting techniques were evaluated in an 8-year-old orchard. Trenching, wider pit excavation, pit digging, and auger digs with dimensions of 1 and 2 m were employed. Utilizing native soil from barren land, with or without spent wash, and mixing it with black soil up to 1 m deep, growth parameters, leaf nutrients, fruit production, and fruit quality were assessed. The trench and wider pit methods outperformed others, yielding greater above-ground biomass (>70.3 kg tree−1), root biomass (>24.5 kg, tree−1), and cross-sectional area (>3.30 m2 tree−1). These methods also produced longer roots (>4.0 m tree−1) and higher leaf phosphorus (>0.28%) and potassium (>1.81%) levels, fruit juice content (>48.50%), and total soluble solids (>16.05°) compared to other planting methods. This resulted in higher and more sustainable fruit yield production under the trench and wider pit planting methods (>7.21 t ha−1). Similarly, the native and black soil mixture produced healthy fruit trees, improved fruit quality, and sustainably higher fruit yield over the native soil alone. In summary, the trench and wider pit methods (2–3 m3), combined with a soil mixture, are recommended for sustainable, high-quality fruit production in shallow gravelly terrains, thereby improving food security and the livelihoods of farmers in arid regions.
为了提高边缘砾石地的石榴产量,我们在一个有 8 年树龄的果园里对标准化种植技术进行了评估。采用了挖沟、宽坑挖掘、挖坑和钻挖等技术,挖坑尺寸为 1 米和 2 米。利用贫瘠土地上的原生土壤(含或不含废水),将其与深达 1 米的黑土混合,对生长参数、叶片养分、果实产量和果实质量进行了评估。沟槽法和宽坑法优于其他方法,它们能产生更大的地上生物量(>70.3 千克树-1)、根生物量(>24.5 千克树-1)和横截面积(>3.30 平方米树-1)。与其他种植方法相比,这些方法还能产生更长的根(>4.0 米树-1)、更高的叶磷(>0.28%)和钾(>1.81%)含量、果汁含量(>48.50%)和总可溶性固形物(>16.05°)。这使得沟栽法和宽坑栽法的果实产量更高、更可持续(大于 7.21 吨/公顷)。同样,原生土和黑土混合物能培育出健康的果树,提高果实质量,并比原生土单独种植能持续获得更高的果实产量。总之,建议采用沟栽法和宽坑栽(2-3 立方米)法,结合土壤混合物,在浅砾质地形中实现可持续的优质水果生产,从而改善干旱地区的粮食安全和农民生计。
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引用次数: 0
The Analysis of NPP Changes under Different Climatic Zones and under Different Land Use Types in Henan Province, 2001–2020 2001-2020 年河南省不同气候带和不同土地利用类型下的 NPP 变化分析
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188096
Yi Cao, Xingping Wen, Yixiao Wang, Xuanting Zhao
Net Primary Productivity (NPP) is a crucial indicator of ecological environment quality. To better understand the carbon absorption and carbon cycling capabilities of Henan Province, this study investigates the trends and driving factors of NPP across different climatic zones and land use types. The Theil–Sen Median trend analysis method and the Mann–Kendall trend test are employed to monitor NPP changes from 2001 to 2020. The average annual NPP in Henan Province during this period was 414.61 gC·m−2·year−1, showing a significant increasing trend with a growth rate of 3.73 gC·m−2·year−1. Spatially, both the annual average NPP and its increase rate were higher in the western part of Henan compared to the eastern part, and NPP variability was more stable in the southern region than in the northern region. By classifying climatic zones and using the Geodetector method to assess NPP sensitivity to natural factors, the results show that climate and vegetation factors jointly influence NPP variations, with annual precipitation being the primary natural factor affecting NPP trends in Henan Province from 2001 to 2020. By analyzing the NPP gain and loss matrix, the impact of land use changes on NPP was evaluated. Forests had the highest average annual NPP at 483.52 gC·m−2·year−1, and the conversion of arable land to urban areas was identified as the primary land change type leading to NPP reductions. In the subtropical zone of Henan, forests, croplands, and grasslands exhibited higher NPP values and increase rates compared to those in the warm belt. This study provides new insights into the spatial variation of NPP caused by changes in climatic zones and land use types.
净初级生产力(NPP)是衡量生态环境质量的重要指标。为了更好地了解河南省的碳吸收和碳循环能力,本研究探讨了不同气候带和土地利用类型下净初级生产力的变化趋势和驱动因素。采用 Theil-Sen 中值趋势分析法和 Mann-Kendall 趋势检验法监测 2001-2020 年的 NPP 变化。在此期间,河南省的年均 NPP 为 414.61 gC-m-2-年-1,呈显著上升趋势,增长率为 3.73 gC-m-2-年-1。从空间上看,河南省西部地区的年均 NPP 及其增长率均高于东部地区,且南部地区的 NPP 变率比北部地区更稳定。通过划分气候带和使用 Geodetector 方法评估 NPP 对自然因子的敏感性,结果表明气候和植被因子共同影响 NPP 的变化,其中年降水量是影响河南省 2001-2020 年 NPP 变化趋势的主要自然因子。通过分析 NPP 增减矩阵,评估了土地利用变化对 NPP 的影响。森林的年均 NPP 最高,为 483.52 gC-m-2-年-1,而耕地向城市地区的转化被认为是导致 NPP 降低的主要土地变化类型。与温暖带相比,河南亚热带地区的森林、耕地和草地表现出更高的 NPP 值和增加率。这项研究为了解气候带和土地利用类型的变化导致的 NPP 空间变化提供了新的视角。
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