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A dynamic surface water extent service for Africa developed through continental-scale collaboration 通过大陆尺度合作开发的非洲地表水动态范围服务
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-26 DOI: 10.3389/fenvs.2024.1251315
Meghan Halabisky, Fang Yuan, Ghislain Adimou, Eloise Birchall, Edward Boamah, Chad Burton, Ee-Faye Chong, Lisa Hall, Cedric Jorand, Alex Leith, Adam Lewis, Bako Mamane, Fatou Mar, Negin Moghaddam, David Ongo, Lisa-Maria Rebelo
Spatially explicit, near real time information on surface water dynamics is critical for understanding changes in water resources, and for long-term water security planning. The distribution of surface water across the African continent since 1984 and updated as every new Landsat scene becomes available is presented here, and validated for the continent for the first time. We applied the Water Observations from Space (WOfS) algorithm, developed and well-tested in Australia, to every Landsat scene acquired over Africa since the mid 1980s to provide spatial information on surface water dynamics over the past 30+ years. We assessed the accuracy of WOfS using aerial and satellite imagery. Four regional geospatial organisations, coordinated through the Digital Earth Africa Product Development Task Team, conducted the validation campaign and provided both the regional expertise and experience required for a continental-scale validation effort. We assessed whether the point was wet, dry, or cloud covered, for each of the 12 months in 2018, resulting in 34,800 labelled observations. As waterbodies larger than 100 km2 are easy to identify with Landsat resolution data and can thus boost accuracy, these were masked out. The resulting overall accuracy of the water classification was 82%. WOfS in Africa is expected to be used by ministries and departments of agriculture and water across the continent, by international organisations, academia, and the private sector. A large-scale collaborative effort, which included regional and technical skills spanning two continents was required to create a service that is regionally accurate and is both hosted on, and implemented operationally from, the African continent.
空间明确、接近实时的地表水动态信息对于了解水资源变化和长期水安全规划至关重要。本文介绍了自 1984 年以来整个非洲大陆的地表水分布情况,并随着每一个新的大地遥感卫星场景的出现而更新,同时首次对非洲大陆进行了验证。我们将在澳大利亚开发和测试的空间水观测(WOfS)算法应用于自 20 世纪 80 年代中期以来在非洲上空获取的每个大地遥感卫星场景,以提供过去 30 多年地表水动态的空间信息。我们利用航空和卫星图像评估了 WOfS 的准确性。在数字地球非洲产品开发工作组的协调下,四个地区地理空间组织开展了验证活动,并提供了大洲范围验证工作所需的地区专业知识和经验。我们对 2018 年 12 个月中每个月的点是潮湿、干燥还是云层覆盖进行了评估,从而获得了 34,800 个标注观测数据。由于大于 100 平方公里的水体很容易通过 Landsat 分辨率数据识别出来,从而提高准确性,因此我们屏蔽了这些水体。结果,水体分类的总体准确率为 82%。非洲的 WOfS 预计将被非洲大陆的农业和水利部、国际组织、学术界和私营部门使用。需要开展大规模的合作努力,其中包括横跨两大洲的区域和技术技能,以创建一项具有区域准确性的服务,该服务既可在非洲大陆托管,也可在非洲大陆实施。
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引用次数: 0
Gypsum and organic materials improved soil quality and crop production in saline-alkali on the loess plateau of China 石膏和有机材料改善了中国黄土高原盐碱地的土壤质量和作物产量
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-26 DOI: 10.3389/fenvs.2024.1434147
Ye Tian, Wenting Jiang, Guoliang Chen, Xiukang Wang, Tingting Li
Arable soil and crop productivity are severely affected by salinization. Therefore, soil amendments are an important measure for improving saline-alkali soil for agricultural development. Desulfurized gypsum is a common soil amendment that has been used repeatedly alongside organic materials to improve the biological, physical, and chemical properties of saline soil. This study takes the typical saline-alkali farmland soil in Yulin as the research object, and five treatments were established: a blank treatment (CK), a single application 2.5 t ha−1 of desulfurized gypsum (T), 2.5 t ha−1 of desulfurized gypsum and 1.5 t ha−1 of green manure (TL), application 2.5 t ha−1 of desulfurized gypsum and 1.5 t ha−1 of straw (TS), and 2.5 t ha−1 of desulfurized gypsum and 1.5 t ha−1 of organic fertilizer (TV). The results show that the TV treatment achieved a significant improvement in soil nutrients, organic carbon, enzyme activity, and maize yield. In 2022 (2023), the compared of organic matter, TN, TP, TK, AP, and AK increased significantly compared with the CK treatment when the TV treatment was applied. Soil phosphatase activity (SPA), soil urease activity (SUA) and soil sucrase activity (SSA) significantly higher in the TV treatment compared with the other treatments and increased significantly over the two-year period. Furthermore, soil organic carbon (SOC), easily oxidizable organic carbon (EOC), dissolved organic carbon (DOC) and microbial biomass carbon (MBC) also significantly increased with the 2022 and 2023 TV treatments. Correlation analysis revealed a positive relationship between maize yield and soil nutrients, organic carbon, and enzyme activity (P &lt; 0.05). Thus, the TV treatment was determined to be the optimal treatment for soil improvement. This conclusion was supported by analyses performed using membership function analysis, gray correlation analysis, and entropy TOPSIS model evaluation. Therefore, this method increases soil quality, improves soil fertility, achieves high maize yields, and provides a scientific basis for enhancing and utilizing saline-alkali soil in the Loess Plateau.
盐碱化严重影响耕地和作物产量。因此,土壤改良剂是改良盐碱土壤促进农业发展的重要措施。脱硫石膏是一种常见的土壤改良剂,与有机材料一起被反复用于改善盐碱地的生物、物理和化学性质。本研究以榆林典型的盐碱地土壤为研究对象,建立了五个处理:空白处理(CK)、单次施用 2.5 t ha-1 脱硫石膏处理(T)、2.5 吨/公顷的脱硫石膏和 1.5 吨/公顷的绿肥(TL),施用 2.5 吨/公顷的脱硫石膏和 1.5 吨/公顷的秸秆(TS),以及 2.5 吨/公顷的脱硫石膏和 1.5 吨/公顷的有机肥(TV)。结果表明,TV 处理显著改善了土壤养分、有机碳、酶活性和玉米产量。2022 年(2023 年),施用 TV 处理的土壤有机质、TN、TP、TK、AP 和 AK 与 CK 处理相比均有显著增加。与其他处理相比,TV 处理的土壤磷酸酶活性(SPA)、土壤脲酶活性(SUA)和土壤蔗糖酶活性(SSA)明显较高,并且在两年期间显著增加。此外,土壤有机碳 (SOC)、易氧化有机碳 (EOC)、溶解有机碳 (DOC) 和微生物生物量碳 (MBC) 也随着 2022 和 2023 TV 处理的增加而显著增加。相关分析表明,玉米产量与土壤养分、有机碳和酶活性之间存在正相关关系(P&lt; 0.05)。因此,TV 处理被确定为土壤改良的最佳处理。利用成员函数分析、灰色关联分析和熵 TOPSIS 模型评估进行的分析也支持这一结论。因此,该方法可提高土壤质量,改善土壤肥力,实现玉米高产,为黄土高原盐碱地的改良和利用提供了科学依据。
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引用次数: 0
Spatial characteristics and optimization of urban living space carbon suitability index (ULS-CSI) in Tianjin, China 中国天津城市生活空间碳适宜性指数(ULS-CSI)的空间特征与优化
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-26 DOI: 10.3389/fenvs.2024.1409624
Zhaowei Yin, Xiaoping Zhang, Peng Chen, Qinghua Liao
The global climate crisis is escalating, and urban living Space (ULS) is a significant contributor to carbon emissions. How to improve the carbon suitability of ULS while promoting social and economic development is a global issue. This study aims to develop an evaluation system for comparing and analyzing carbon suitability inequality and spatial differences in different areas. To achieve this goal, an urban living space carbon suitability index (ULS-CSI) based on spatial organizational index (SOI) has been proposed. The ULS-CSI was calculated at the area scale in Tianjin using information from the Tianjin Land Use Database in 2021. The carbon emissions coefficient method was used to calculate the urban living space carbon emissions (ULSCE). Moran’I and LISA analysis were used to quantify the spatial differences of ULS-CSI. The results showed that the residential living area (RLA) carbon emissions was the highest at the area scale, with carbon emissions of 1.14 × 1011 kg, accounting for 33.74%. The green space leisure area (GLA) carbon absorption was the highest at the area scale, with carbon absorption of 5.76 × 105 kg, accounting for 32.33%. SOI in different areas have spatial heterogeneity as the SOI such as building area, road network density and land use characteristics are significantly different in different areas. Areas with superior CSI were primarily situated in Heping, Hexi, Nankai, and Beichen, accounting for 83.90%. Conversely, areas under the basic CSI threshold included Xiqing, Jinnan, and Dongli, accounting for 16.10%. Spatial characteristics of ULS-CSI in Tianjin portrayed a significant spatial positive correlation, indicating the highest autocorrelation degree of CSI at 500 m, with a Moran ’I value of 0.1733. Although these findings reflect the spatial characteristics of ULS-CSI and the SOI affecting the ULS-CSI at area scale, more perfect data are needed to reflect the complexity of structural factors affecting ULS-CSI at area scale. This study is helpful for urban planning to develop differentiated carbon reduction strategies and promote low-carbon and healthy urban development.
全球气候危机不断升级,而城市生活空间(ULS)是碳排放的重要来源。如何在促进社会和经济发展的同时提高城市生活空间的碳适宜性是一个全球性问题。本研究旨在开发一套评估系统,用于比较和分析不同地区碳适宜性的不平等和空间差异。为实现这一目标,本文提出了基于空间组织指数(SOI)的城市生活空间碳适宜性指数(ULS-CSI)。利用 2021 年天津市土地利用数据库的信息,计算了天津市区域尺度的城市生活空间碳适宜性指数(ULS-CSI)。采用碳排放系数法计算城市生活空间碳排放量(ULSCE)。利用 Moran'I 分析和 LISA 分析量化了城市生活空间碳排放的空间差异。结果表明,居住生活区(RLA)的碳排放量在区域尺度上最高,为 1.14 × 1011 kg,占 33.74%。绿地休闲区(GLA)的碳吸收量在区域尺度上最高,为 5.76 × 105 kg,占 32.33%。不同地区的 SOI 具有空间异质性,因为不同地区的 SOI,如建筑面积、路网密度和土地利用特征都存在显著差异。CSI 优良地区主要分布在和平、河西、南开和北辰,占 83.90%。相反,基本 CSI 临界值以下的地区包括西青、津南和东丽,占 16.10%。天津 ULS-CSI 的空间特征呈现出显著的空间正相关性,表明在 500 米处 CSI 的自相关程度最高,Moran'I 值为 0.1733。虽然这些研究结果反映了区域尺度上 ULS-CSI 的空间特征和影响 ULS-CSI 的 SOI,但要反映区域尺度上影响 ULS-CSI 的结构因素的复杂性,还需要更完善的数据。本研究有助于城市规划制定差异化的碳减排策略,促进城市低碳健康发展。
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引用次数: 0
Citizen science as a tool to increase residents’ tolerance towards urban wildlife: a case study of raccoon dogs in shanghai 以公民科学为工具提高居民对城市野生动物的容忍度:上海浣熊犬案例研究
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-26 DOI: 10.3389/fenvs.2024.1395829
Huilin Lin, Di Wu, Jintu Gu
With the increase in the number of urban wildlife, some residents feel anxious and fearful due to the presence of wildlife in urban communities, even when there is no direct physical conflict between them. This research aims to analyze the role of citizen science in increasing residents’ tolerance towards urban wildlife. This research takes the communities with the highest raccoon dog density in Shanghai as the research sites. Forty respondents were selected from local community by systematic sampling. Information was collected through semi-structured interviews and participatory observation. This research used NVivo 12 for thematic analyses. The research found that residents who did not participate in citizen science tended to take crisis observation. They regard raccoon dogs as dangerous wildlife and strictly monitor their behavior to prevent them from causing harm to humans. Residents who are engaging in citizen science tend to take scientific observations. They rationally and objectively record raccoon dogs’ behavior, numbers, and distribution. Based on the experience of scientific observation, residents who had participated in citizen science anthropomorphically observed raccoon dogs in their daily lives and established an emotional bond with them. This research found that citizen science enhances residents’ tolerance towards urban wildlife by producing knowledge and perceiving animal selfhood. In conclusion, this research reveals the complex relationship between residents and wildlife in urban communities by incorporating animals into sociological analysis.
随着城市野生动物数量的增加,一些居民因城市社区中野生动物的存在而感到焦虑和恐惧,即使它们之间没有直接的物理冲突。本研究旨在分析公民科学在提高居民对城市野生动物容忍度方面的作用。本研究以上海浣熊犬密度最高的社区为研究地点。通过系统抽样,从当地社区选取了 40 名受访者。通过半结构式访谈和参与式观察收集信息。本研究使用 NVivo 12 进行主题分析。研究发现,未参与公民科学的居民倾向于采取危机观察。他们将浣熊犬视为危险的野生动物,严格监控其行为,防止其对人类造成伤害。参与公民科学的居民则倾向于科学观察。他们理性客观地记录浣熊犬的行为、数量和分布。在科学观察经验的基础上,参与公民科学的居民拟人化地观察日常生活中的浣熊犬,与浣熊犬建立了情感联系。本研究发现,公民科学通过产生知识和感知动物的自我性,提高了居民对城市野生动物的宽容度。总之,本研究通过将动物纳入社会学分析,揭示了城市社区居民与野生动物之间的复杂关系。
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引用次数: 0
Does the Belt and Road Initiative reduce smog pollution in key provinces along the route? 一带一路 "倡议能否减少沿线主要省份的雾霾污染?
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-23 DOI: 10.3389/fenvs.2024.1452791
Jingao Jiang, Maoguo Wu
This study investigated the impact of the Belt and Road Initiative (BRI) on reducing smog pollution in key provinces along the route. Utilizing data from 284 prefecture-level cities in China from 2007 to 2018, this study adopted a propensity score matching-difference-in-differences approach, and conducted a series of robustness checks. The results indicate that the BRI has overall reduced particulate matter with aerodynamic diameter less than 2.5 µm (PM2.5) levels in key provinces along the route, and robustness checks find consistent results. Dynamic effect tests reveal a significant reduction in the annual average PM2.5 levels in key provinces along the route after the BRI was implemented in 2014. Tests on underlying mechanism find that the BRI mainly reduced PM2.5 levels in key provinces along the route by promoting technological innovation and optimizing industrial structure. Furthermore, heterogeneity tests find that the BRI significantly reduced PM2.5 levels only in cities of key provinces along the Silk Road Economic Belt, with variations in significance due to regional differences, city administrative levels, and marketization. In addition, the BRI has enhanced green total factor productivity in key provinces along the route by reducing PM2.5 levels. This study enriches research on the economic consequences of the BRI in terms of environmental protection, and also provides empirical support for the construction of the green “Belt and Road.”
本研究探讨了 "一带一路 "倡议(BRI)对减少沿线重点省份雾霾污染的影响。本研究利用 2007 年至 2018 年中国 284 个地级市的数据,采用倾向得分匹配-差分法,并进行了一系列稳健性检验。结果表明,金砖四国总体上降低了沿线主要省份空气动力直径小于2.5微米的颗粒物(PM2.5)水平,稳健性检验结果一致。动态效应检验显示,2014 年 BRI 实施后,沿线主要省份的 PM2.5 年平均水平显著下降。内在机制检验发现,金砖倡议主要通过促进技术创新和优化产业结构来降低沿线重点省份的 PM2.5 水平。此外,异质性检验发现,金砖倡议仅显著降低了丝绸之路经济带沿线重点省份城市的 PM2.5 水平,其显著性因地区差异、城市行政级别和市场化程度而存在差异。此外,"丝绸之路经济带 "还通过降低 PM2.5 水平提高了沿线重点省份的绿色全要素生产率。本研究丰富了金砖倡议在环境保护方面的经济影响研究,也为绿色 "一带一路 "建设提供了实证支持。
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引用次数: 0
What can Nature-based Solutions in domestic gardens contribute to climate change adaption in Western-Europe? a systematic review 在西欧,家庭花园中基于自然的解决方案能为适应气候变化做出什么贡献?
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-23 DOI: 10.3389/fenvs.2024.1430739
Janne Teerlinck, Kelly Wittemans, Eva Beele, Valerie Dewaelheyns, Trui Steen, Ben Somers
Research has shown that the collective network of domestic gardens could make a substantial contribution to climate change adaptation. One way to harness this contribution is by implementing Nature-based Solutions (NBS). However, due to the predominant focus on NBS applicable in large-scale and publicly available urban green areas, there is a lack of comprehensive research encompassing NBS specifically applicable to domestic gardens and their associated ecosystem services. Through a systematic review following the ROSES protocol, this paper provides an overview of the existing knowledge on small-scale NBS and climate resilient gardening practices, as well as, identifies research needs. This work contributes to the growing recognition of the spatial and ecological importance of domestic gardens for climate adaptation, and stresses the urgent need for more quantitative research on the range and effectiveness of ecosystem services provided by small-scale NBS. In this paper, we reflect upon the feasibility and practical implications of three specific NBS: the improvement of current lawn management practices, the reduction of sealed soil or pavement present, and the integration of trees in domestic gardens. We also acknowledge the potential of Citizen Science and governmental initiatives to engage citizens and improve the adoption of NBS in domestic gardens. Our work highlights the additional benefits and crucial role of urban planning and policy in integrating domestic gardens into broader climate adaptation strategies.
研究表明,家庭花园的集体网络可以为适应气候变化做出巨大贡献。利用这种贡献的方法之一是实施基于自然的解决方案(NBS)。然而,由于人们主要关注适用于大规模和公共可用城市绿地的 NBS,因此缺乏专门适用于家庭花园及其相关生态系统服务的 NBS 的全面研究。通过按照 ROSES 协议进行系统综述,本文概述了有关小规模 NBS 和气候适应性园艺实践的现有知识,并确定了研究需求。这项工作有助于人们日益认识到家庭园艺在空间和生态方面对气候适应的重要性,并强调迫切需要对小规模 NBS 提供的生态系统服务的范围和有效性进行更多的定量研究。在本文中,我们思考了三个具体的 NBS 的可行性和实际影响:改进当前的草坪管理方法、减少密封土壤或路面的存在,以及在家庭花园中种植树木。我们还认识到公民科学和政府倡议在吸引公民参与和改善家庭花园采用 NBS 方面的潜力。我们的工作强调了城市规划和政策在将家庭花园纳入更广泛的气候适应战略中的额外益处和关键作用。
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引用次数: 0
Water filter: a rapid water environmental DNA collector in the field 滤水器:野外快速水环境 DNA 采集器
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-23 DOI: 10.3389/fenvs.2024.1415338
Ping Wu, Jie Feng, Mingxia Ju, Shenhao Wu, Weichun Han, Miao Wang, Junquan Liao, Lifeng Zhao, Yifan Gao, Jiao Zheng, Mingjie Luo, Huixian Gong, Lidong Zeng, Juan Lai, Mingze Li, Qin Yan, Lei Sun, Yongfeng Liu
Biological monitoring using environmental DNA (eDNA) technology has expanded from micro- to macro-organisms. In aquatic eDNA studies, large volumes of water need to be filtered rapidly in the field, which requires development of effective eDNA collection devices. In this study, we introduce a novel portable eDNA collection system containing a GM dual-channel water filter and a DNA extraction kit adapted to large filter membranes (ø 100 mm). The water filter is powered by a high-capacity lithium battery (9,000 mA), which operates two peristaltic pumps and maintains a continuous filtration rate of up to 1 L/min for 5 h in outdoor settings. For sample collection, the optimum conditions are still water and turbidity below 8 nephelometric turbidity units. This allows for the filtration of 10 L of water within 10 min by use of a 0.22-μm filter. Metagenomic and 12S metabarcoding sequencing showed that the DNA extraction quality and species annotation accuracy of our custom DNA extraction kit, which was tailored for this system, rivaled the performance of established kits. The GM water filter’s enrichment mode gave consistent results with vacuum filtration, which greatly reduced the filtration time for large water samples, while accurately reproducing species annotations. This innovation streamlines the eDNA collection and annotation process and offers substantial benefits for biodiversity monitoring and conservation efforts.
利用环境 DNA(eDNA)技术进行的生物监测已从微观生物扩展到宏观生物。在水生 eDNA 研究中,需要在野外快速过滤大量的水,这就需要开发有效的 eDNA 采集设备。在本研究中,我们介绍了一种新型便携式 eDNA 采集系统,该系统包含一个 GM 双通道滤水器和一个适用于大型滤膜(ø 100 毫米)的 DNA 提取试剂盒。滤水器由大容量锂电池(9000 毫安)供电,可驱动两个蠕动泵,在室外环境中保持高达 1 升/分钟的连续过滤速度达 5 小时。样品采集的最佳条件是静水和浊度低于 8 nephelometric 浊度单位。使用 0.22-μm 过滤器可在 10 分钟内过滤 10 升水。元基因组和 12S 元条码测序表明,我们为该系统量身定制的 DNA 提取试剂盒的 DNA 提取质量和物种注释准确性可与现有试剂盒媲美。GM 水过滤器的富集模式与真空过滤的结果一致,大大缩短了大量水样的过滤时间,同时准确地再现了物种注释。这项创新简化了 eDNA 的采集和注释过程,为生物多样性监测和保护工作带来了巨大效益。
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引用次数: 0
Enhancing the health and wellbeing benefits of biodiversity citizen science 提高生物多样性公民科学对健康和福祉的益处
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-22 DOI: 10.3389/fenvs.2024.1444161
Rachel R. Y. Oh, Richard A. Fuller, Birte Peters, Angela J. Dean, Nancy A. Pachana, Corey T. Callaghan, Nicola J. Sockhill, Aletta Bonn, Andres F. Suarez-Castro
Engagement in biodiversity citizen science initiatives can confer health and wellbeing benefits to individuals and communities. Yet, few biodiversity citizen science initiatives are explicitly planned to optimize health and wellbeing as a potential co-benefit, leading to missed opportunities for biodiversity conservation and human health. In this perspective, we use a dose-response approach to discuss the components that determine how engagement in biodiversity citizen science initiatives map onto opportunities to foster health and wellbeing benefits. We considered aspects related to the duration and frequency of contact with nature, and the intensity of interactions with nature and between individuals to highlight the different health benefits across the variety of citizen science initiatives. To illustrate these aspects, we use a sample of 95 citizen science initiatives from seven English and non-English-speaking countries and show how careful project design can increase the potential to confer health and wellbeing benefits to participants. We conclude with considerations on how to enhance the health and wellbeing benefits from citizen science initiatives, and propose potential research avenues to assess synergies and trade-offs between benefits to biodiversity and human health from these initiatives.
参与生物多样性公民科学计划可为个人和社区带来健康和福利。然而,很少有生物多样性公民科学计划明确将优化健康和福祉作为潜在的共同利益,导致错失生物多样性保护和人类健康的机会。在这一视角中,我们采用剂量-反应方法来讨论决定参与生物多样性公民科学计划如何与促进健康和福利的机会相匹配的因素。我们考虑了与自然接触的持续时间和频率、与自然的互动强度以及个人之间的互动强度等相关方面,以强调各种公民科学活动对健康的不同益处。为了说明这些方面,我们使用了来自七个英语和非英语国家的 95 个公民科学计划样本,并展示了精心的项目设计如何能够提高为参与者带来健康和幸福益处的潜力。最后,我们考虑了如何提高公民科学活动对健康和福祉的益处,并提出了潜在的研究途径,以评估这些活动对生物多样性和人类健康的益处之间的协同作用和权衡。
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引用次数: 0
Use of graphene oxide for the removal of norfloxacin and ceftriaxone antibiotics from aqueous solution: process optimization using response surface approach 利用氧化石墨烯去除水溶液中的诺氟沙星和头孢曲松抗生素:采用响应面法优化工艺
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-22 DOI: 10.3389/fenvs.2024.1436848
Zhihui Li, Shuhang Zhang, Guina Zhu, Jie Xing
In this research, graphene oxide (GO) as an adsorbent was used to remove norfloxacin and ceftriaxone antibiotics from aqueous solutions. All environmental factors affecting removal (e.g., pH, adsorbent mass, contact time, and concentration) were optimized in a discontinuous system. The design of experiments and the optimization of variables were carried out using the response surface method (RSM). The results of the analysis of variance (ANOVA) and the regression coefficients of the quadratic terms indicated that the responses were significantly affected by all the studied variables (P &lt; 0.05). Also, the quadratic polynomial model results corresponded to empirical data with a high coefficient of determination (i.e., R2 ˃ 0.99 for both antibiotics). Besides, the adjusted R2 (R2-adj ˃ 0.98 for both antibiotics) was close to R2 values, indicating a good and acceptable statistical model. According to the results, the optimal removal of antibiotics by GO occurs in conditions of pH of 8, 0.034 g of the adsorbent mass, a sonication time of 20 min, and a concentration of 25 mg L−1. In these conditions, the maximum removal efficiencies of ceftriaxone and norfloxacin were equal to 95.87% and 98.64%, respectively. GO was recovered in five adsorption/desorption processes, and the removal efficiency declined very slightly after using the adsorbent for five cycles. Therefore, it is concluded that GO is an efficient and acceptable adsorbent for removing ceftriaxone and norfloxacin from aqueous environments.
本研究使用氧化石墨烯(GO)作为吸附剂来去除水溶液中的诺氟沙星和头孢曲松抗生素。在不连续系统中,对所有影响去除的环境因素(如 pH 值、吸附剂质量、接触时间和浓度)进行了优化。实验设计和变量优化采用响应面法(RSM)进行。方差分析(ANOVA)和二次项回归系数的结果表明,反应受到所有研究变量的显著影响(P &lt; 0.05)。同时,二次多项式模型结果与经验数据相符,具有较高的决定系数(即两种抗生素的 R2 ˃ 0.99)。此外,调整后的 R2(两种抗生素的 R2-adj ˃0.98)也接近 R2 值,表明这是一个良好的、可接受的统计模型。结果表明,在 pH 值为 8、吸附剂质量为 0.034 克、超声时间为 20 分钟、浓度为 25 毫克/升的条件下,GO 对抗生素的去除效果最佳。在这些条件下,头孢曲松和诺氟沙星的最大去除率分别为 95.87% 和 98.64%。在五个吸附/解吸过程中,GO 都得到了回收,在使用该吸附剂五个周期后,去除率略有下降。因此,可以得出结论:GO 是一种从水环境中去除头孢曲松和诺氟沙星的高效、可接受的吸附剂。
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引用次数: 0
Advancing towards a low-carbon urban future in China: the role of producer services agglomeration 中国城市迈向低碳未来:生产者服务集聚区的作用
IF 4.6 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-22 DOI: 10.3389/fenvs.2024.1458029
Shuyang Zhu
The reduction of greenhouse gas emissions is a shared challenge encountered by nations worldwide. As China is on its way toward a green economy, it is worth studying whether producer services agglomeration, a key driver of economic transition, can promote low-carbon urban development. Using panel data of 257 cities across China from 2006 to 2019, this paper examines the influence of producer services agglomeration on urban carbon emissions with spatial econometric models. The findings reveal a positive spatial correlation in regional carbon emissions. The agglomeration of producer services notably decreases the intensity of local carbon emissions, yet it appears to have minimal influence on the emissions from adjacent regions. Enhancing energy efficiency and adjusting the industrial structure are two critical mechanisms by which producer services agglomeration reduces urban carbon emissions. This beneficial effect varies with city type, the abatement effect of producer services agglomeration is more pronounced in non-resource-based cities. When considering city size, the carbon reduction potential of producer services agglomeration is not apparent in smaller cities. As city size increases, the emission reduction effect becomes more apparent. However, in mega-cities, this impact is somewhat diminished. Accordingly, this paper proposes exploring methods of coordinated air pollution management across cities, promoting producer services agglomeration in line with market mechanisms, and driving low-carbon urban development in a manner tailored to local conditions.
减少温室气体排放是世界各国共同面临的挑战。在中国迈向绿色经济的道路上,生产性服务业集聚作为经济转型的重要驱动力,能否促进城市低碳发展值得研究。本文利用 2006 年至 2019 年中国 257 个城市的面板数据,通过空间计量经济模型研究了生产者服务业集聚对城市碳排放的影响。研究结果表明,区域碳排放存在正空间相关性。生产性服务业集聚显著降低了当地的碳排放强度,但似乎对相邻地区的碳排放影响甚微。提高能源效率和调整产业结构是生产者服务业集聚减少城市碳排放的两个关键机制。这种有利效应因城市类型而异,在非资源型城市,生产者服务业集聚的减排效应更为明显。如果考虑城市规模,生产者服务业集聚的碳减排潜力在规模较小的城市并不明显。随着城市规模的扩大,减排效应会更加明显。然而,在特大城市,这种影响会有所减弱。因此,本文建议探索跨城市大气污染协同治理的方法,按照市场机制促进生产者服务业集聚,因地制宜地推动城市低碳发展。
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Frontiers in Environmental Science
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