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Divergent urbanization-induced impacts on global surface urban heat island trends since 1980s Remote Sens. Environ. (IF 13.85) Pub Date : 2023-06-01 Long Li, Wenfeng Zhan, Leiqiu Hu, TC Chakraborty, Zhihua Wang, Peng Fu, Dazhong Wang, Weilin Liao, Fan Huang, Huyan Fu, Jiufeng Li, Zihan Liu, Huilin Du, Shasha Wang
Urbanization experiences different speeds and forms under diverse development stages across the globe. However, urbanization-induced impacts on long-term surface urban heat island intensity (Is) trends across global cities and the regulators of such impacts remain understudied Here we estimate interannual trends in daytime Is (i.e., urban-rural differences in surface temperatures) across 511 major
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Retrieval of aerosol single scattering albedo using joint satellite and surface visibility measurements Remote Sens. Environ. (IF 13.85) Pub Date : 2023-06-01 Yueming Dong, Jing Li, Xing Yan, Chong Li, Zhongjing Jiang, Changrui Xiong, Liang Chang, Lu Zhang, Tong Ying, Zhenyu Zhang
Aerosol single scattering albedo (SSA) measuring the ratio of scattering to extinction is a critical parameter in determining aerosol radiative effect. However, the retrieval of SSA from satellite platforms is limited because most existing passive satellite sensors such as Moderate Resolution Imaging Spectroradiometer (MODIS) only provide the measurements of reflected solar radiation at the top of
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Integrating ICESat-2 altimetry and machine learning to estimate the seasonal water level and storage variations of national-scale lakes in China Remote Sens. Environ. (IF 13.85) Pub Date : 2023-06-01 Lijuan Song, Chunqiao Song, Shuangxiao Luo, Tan Chen, Kai Liu, Yunlin Zhang, Linghong Ke
Lakes comprise the largest element of terrestrial surface liquid freshwater bodies, playing an indispensable part in the Earth's water cycle and alleviating floods and droughts. The seasonal variation of lake water level (LWLsv) and storage (LWSsv) reflects the periodic hydrologic fluctuations and related driving forces of the water balances at the basin scale. China, a vastly diverse country that
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Life cycle assessment of alternative fuel production by co-pyrolysis of waste biomass and plastics J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Hrvoje Stančin, Vladimir Strezov, Hrvoje Mikulčić
In the scope of energy transition and overall decarbonisation, various alternative fuels are investigated as potential substitutes for conventional fossil fuels. Co-pyrolysis has emerged as a potential solution for production of alternative fuels, while dealing with waste management issues, due to its ability to process different feedstocks. Biomass-derived fuels, with all their constraints, are already
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E-DSGE model with endogenous capital utilization rate J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Ying Tung Chan, Maria Teresa Punzi
Environmental policy research has increased due to stricter policies aligned with climate goals. However, to achieve the goal of net-zero emissions, the adoption of even stronger policies and increased carbon taxes is necessary, with transition risk becoming a major concern for companies. Even though governments worldwide have been employing a range of methods such as carbon tax, cap-and-trade, and
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Superstructure optimisation of blended-biomass hybrid poly gasification and utilisation system J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Ahmed AlNouss, Mohammad Alherbawi, Gordon McKay, Tareq Al-Ansari
Renewable fuel generation and reducing reliance on fossil fuels are essential components of sustainable development. Manufacturing and use of petrochemicals are such an important economic pillar of contemporary civilisation. Therefore, there is a strong incentive to allocate alternative production pathways in order to conserve scarce resources. In order to minimise global emissions, it is also necessary
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High spatiotemporal resolution reconstruction of suspended particulate matter concentration in arid brackish lake, China J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Changjiang Liu, Fei Zhang, Mou Leong Tan, Chi-Yung Jim, Kaishan Song, Jingchao Shi, Xingwen Lin, Hsiang-Te Kung
The aquatic ecosystems and regional habitat quality of brackish Ebinur Lake in arid northwest China are significantly affected by suspended particulate matter (SPM). The Landsat series, Sentinel 2 and MODIS remote-sensing data offer a great potential to overcome the issue of the lack of reliable observation data for continuous SPM monitoring, but more accurate SPM inversion models are required for
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Water-energy-food-ecosystem nexus: An optimization approach incorporating life cycle, security and sustainability assessment J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Xate Geraldine Sánchez-Zarco, José María Ponce-Ortega
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How does the digitization of government environmental governance affect environmental pollution? spatial and threshold effects J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Xiaoman Zhao, Shanbing Lu, Shengchao Yuan
Digitalization has become the core engine of a scientific and technological revolution and a new phase of industrial transformation, while the integrated digitalization development and environmental governance has become a strategic choice for high-quality development in the modern era. Focusing on the relationship between the digitalization of government environmental governance (DGEG) and environmental
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Process modelling integrated with interpretable machine learning for predicting hydrogen and char yield during chemical looping gasification J. Clean. Prod. (IF 11.072) Pub Date : 2023-06-01 Arnold E. Sison, Sydney A. Etchieson, Fatih Güleç, Emmanuel I. Epelle, Jude A. Okolie
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Evaluation and validation of Damage Assessment Tracking Criteria models within the sector of UK automotive remanufacturing J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-28 R.S. Harris, W.L. Ijomah, J.F.C. Windmill
This paper details the specific aims and purposes of the Damage Assessment Tracking Criteria; a series of evaluation tools designed to aid in remanufacturing inspection operations. The background and justification of this model, which is detailed in a separate work, identifies ill definition and an over reliance on opinion as barriers to effective inspection activities. Analysis of this issue led to
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Modelling the influence of climate change on characterization factors for copper terrestrial ecotoxicity J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-28 Ivan Viveros Santos, Annie Levasseur, Cécile Bulle, Louise Deschênes, Anne-Marie Boulay
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A three-layer superhydrophobic coatings inspired by human scalp structure with excellent anti-reflection and durable effects for photovoltaic applications J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-29 Ping Wang, Jingya Zeng, Xinlong Yan, Pingjunjin Tan, Manbo Wang, Yushi Zheng, Yue Shen, Jinghan Chen, Yongjie Nie, Siyang Liu
Self-cleaning mechanisms of photovoltaic panels is a research hotspot in recent years, but the preparation of superhydrophobic coatings with excellent anti-reflection effect and durability for photovoltaic panels is still a problem to be solved. Inspired by the human scalp structure, we propose an interconnected three layer coatings (ITSC), which can produce self-cleaning effect on photovoltaic panels
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Assessment and quantification of some short term ecosystem services in garden pea field J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-28 Mohammad Zaker Mirzad, Hossein Kazemi, Fatemeh Sheikh, Hermann Klug, Javid Gherekhloo
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Anti-fouling performance and methane potential in coagulation-adsorption assisted biogas-spared anaerobic membrane preconcentration process J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-29 Houkai Wu, Kuo Fang, Chuan Shi, Kaijun Wang
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The dispersion of Trichosporon fermentans was controlled by optimizing the shear environment in the reactor to improve the cell sedimentation and separation performance J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-30 Junping Cheng, Song Wu, Xuefeng Wang, Yunfen Shi, Jingbo Guo, Nan Qiao, Xiaojun Zhang, Dayu Yu
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Solarization of the zeolite production: Calcination of kaolin as proof-of-concept J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-29 Pelin Pasabeyoglu, Gkiokchan Moumin, Lamark de Oliveira, Martin Roeb, Burcu Akata
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Metagenomic analysis reveals the responses of microbial communities and nitrogen metabolic pathways to polystyrene micro(nano)plastics in activated sludge systems Water Res. (IF 13.4) Pub Date : 2023-06-01 Shuchang Huang, Bing Zhang, Zhiwei Zhao, Chun Yang, Bing Zhang, Fuyi Cui, Piet N.L. Lens, Wenxin Shi
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European-wide spatial analysis of sewage treatment plants and the possible benefits to nature of advanced treatment to reduce pharmaceutical emissions Water Res. (IF 13.4) Pub Date : 2023-06-01 Joanke van Dijk, Stefan C. Dekker, Stefan A.E. Kools, Annemarie P. van Wezel
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Advanced synergetic nitrogen removal of municipal wastewater using oxidation products of refractory organic matters in secondary effluent by biogenic manganese oxides as carbon source Water Res. (IF 13.4) Pub Date : 2023-06-01 Qingfeng Cheng, Hui Tian, Xujing Guo, Shanshan Feng, Erdeng Du, Mingguo Peng, Jie Zhang
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From Soil to River: Revealing the Mechanisms Underlying the High Riverine Nitrate Levels in a Forest Dominated Catchment Water Res. (IF 13.4) Pub Date : 2023-05-31 Shen Li, Hao Jiang, Wenjing Guo, Wenshi Zhang, Quanfa Zhang
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Nitrilotriacetic Acid-assisted Mn(II) Activated Periodate for Rapid and Long-lasting Degradation of Carbamazepine: The Importance of Mn(IV)-oxo Species Water Res. (IF 13.4) Pub Date : 2023-05-31 Yishi Wang, Wei Qiu, Xiaohui Lu, Xiaoqun Zhou, Haochen Zhang, Xiuxue Gong, Baocai Gong, Jun Ma
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Interaction of Silver Nanoparticles with Marine/Lake Snow in Early Formation Stage Water Res. (IF 13.4) Pub Date : 2023-05-31 Jing Wan, Juefei Ye, Yibo Zhang, , Zhenbing Wu, Chenyuan Dang, Jie Fu
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Reaction of Polyamide Membrane Model Monomers with Chlorine Dioxide: Kinetics, Pathways, and Implications Water Res. (IF 13.4) Pub Date : 2023-05-31 Ao Wang, Shouliang Huo, Jean-Philippe Croué, Chao Liu
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Evaluation of the role of superoxide radical as chain carrier for the formation of hydroxyl radical during ozonation Water Res. (IF 13.4) Pub Date : 2023-05-31 Yang Guo, Gang Yu, Urs von Gunten, Yujue Wang
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Gene-environment interaction in long-term effects of polychlorinated biphenyls exposure on glucose homeostasis and type 2 diabetes: The modifying effects of genetic risk and lifestyle J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Qiyou Tan, Shijie Yang, Bin Wang, Mengyi Wang, Linling Yu, Ruyi Liang, Wei Liu, Jiahao Song, Yanjun Guo, Min Zhou, Weihong Chen
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Dual role of pulmonary surfactant corona in modulating carbon nanotube toxicity and benzo[a]pyrene bioaccessibility J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Zhen Luo, Dongfang Xu, Yan Xu, Jian Zhao, Guoqing Hu, Tongtao Yue
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Spatial variability, source identification and risks assessment of antibiotics in multimedia of North China's largest freshwater lake using Positive matrix factorization and Monte Carlo simulation J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Ling Zhang, Junhong Bai, Kegang Zhang, Yujia Zhai, Yaqi Wang, Haizhu Liu, Rong Xiao, Milko A. Jorquera, Jiangbao Xia
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MDM2 upregulation induces mitophagy deficiency via Mic60 ubiquitination in fetal microglial inflammation and consequently neuronal DNA damage caused by exposure to ZnO-NPs during pregnancy J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Yanli Zhang, Yulin Zhang, Ye Lei, Junrong Wu, Yiyuan Kang, Shuo Zheng, Longquan Shao
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Assessment of Combustion Residual Leachate Volume, Composition, and Treatment Costs J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Chad Able, Daniel Rellergert, Vincent Mazzoni, Eric Grol
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Bacillus coagulans (Weizmannia coagulans) XY2 attenuates Cu-induced oxidative stress via DAF-16/FoxO and SKN-1/Nrf2 pathways and gut microbiota regulation J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Yufang Gao, Ting Yu, Yalan Wu, Xuedi Huang, Jialuo Teng, Nan Zhao, Xiaodong Zheng, Fujie Yan
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High-fidelity fluorescent probes for visualizing the inhibitory behavior of selenium on cadmium uptake in rice J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-31 Kun Luo, Liyi Zhou, Can Xie, Qiaomei Yang, Libin Tan, Qinlu Lin
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Rapid warning of emerging contaminants in reuse water using biocathode sensors J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-29 Yilian Han, Haotong Li, Chengmei Liao, Xuemei Zhu, Ziyuan Wang, Jiaguo Yan, Xin Wang
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Identification of key degraders for controlling toxicity risks of disguised toxic pollutants with division of labor mechanisms in activated sludge microbiomes: Using nonylphenol ethoxylate as an example J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-30 Xiwei He, Bingwei Yan, Jinhong Jiang, Yixin Ouyang, Depeng Wang, Peng Liu, Xu-Xiang Zhang
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Corrigendum to “Degradation and toxicity of bisphenol A and S during cold atmospheric pressure plasma treatment” J. Hazard. Mater. 454(2023) Article no. 131478 J. Hazard. Mater. (IF 14.224) Pub Date : 2023-06-01 Ana Kovačič, Martina Modic, Nataša Hojnik, Martina Štampar, Martin Rafael Gulin, Christina Nannou, Lelouda-Athanasia Koronaiou, David Heath, James L. Walsh, Bojana Žegura, Dimitra Lambropoulou, Uroš Cvelbar, Ester Heath
Abstract not available
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Thermal regulation of photovoltaics using various nano-enhanced phase change materials: An experimental study J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Furqan Jamil, Mehdi Khiadani, Hafiz Muhammad Ali, Muhammad Ali Nasir, Shahin Shoeibi
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Environmental effects of entrepreneurship indices on ecological footprint of croplands and grazing lands in the economy J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Mohsen Khezri, Goran M. Muhamad
Entrepreneurial activities are considered a commitment to economic growth with the motivation of deriving ecological sustainability. The main objective of this paper is to capture the environmental effects of entrepreneurship development on the ecological footprint of croplands and grazing lands in 14 developing, emerging, and developed countries of different sizes during 2002–2018. Empirical analyses
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Comparative techno-economic analysis of the integration of MEA-based scrubbing and silica PEI adsorbent-based CO2 capture processes into cement plants J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 M.M. Jaffar, C. Brandoni, J. Martinez, C. Snape, S. Kaldis, A. Rolfe, A. Santos, B. Lysiak, A. Lappas, N. Hewitt, Y. Huang
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Stochastic two-stage coordination of electric vehicles in distribution networks: A multi-follower bi-level approach J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Afshin Najafi-Ghalelou, Mohsen Khorasany, Reza Razzaghi
As the number of electric vehicles (EVs) continues to rise, it is essential to consider appropriate management strategies for coordinating EVs connected to different buses in the power networks. In light of this, this paper proposes a stochastic two-stage bi-level model for coordinating EVs in a distribution network with charging stations under alternating current optimal power flow (ACOPF) constraints
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Catalytic degradation of bisphenol A by heterogeneous bimetal composite carbon in the PMS and H2O2 systems: Performance and mechanism J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Xin He, Xin Yang, Chaoyang Zhang, Yuan Xiao, Yulin Tang
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Sustainable supply chain design under correlated uncertainty in energy and carbon prices J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Florencia Lujan Garcia-Castro, Ruben Ruiz-Femenia, Raquel Salcedo-Diaz, Jose A. Caballero
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Development and performance of pouring self-luminescent asphalt mixture J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Wei Jiang, Pengfei Li, Chengwei Xing, Jingjing Xiao, Pei wang, Lingqiang Bai
The application of long afterglow-based materials to the self-luminescent pavement could significantly reduce the power consumption of lighting at night and improve the traffic safety. This study designs a pouring self-luminescent asphalt mixture (PSAM) through pouring a grouting material including the long afterglow luminescent material (SrAl2O4:Eu, Dy) and epoxy resin into the porous pavement void
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The moderating effect of clean technology innovation in the process of environmental regulation affecting employment: Panel data analysis based on 22 industrial sectors in China J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-31 Juan Huang, Xiaocang Xu, Tianshuang Zhao
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Rapid removal and easy separation recovery of Cs+ and Sr2+ by zirconium molybdopyrophosphate-functionalized collagen fibers J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-30 Liangqiong Peng, Xin Zhang, Lijun Guo, Jiheng Li, Wenhua Zhang, Bi Shi
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Investigation on the effects of desulfurization gypsum on the engineering properties of ternary geopolymers: Improving the utilization of industrial wastes J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-30 Jianhua Wang, Tao Ma, Yingcheng Luan, Siqi Wang, Yang Zhang
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Research on the evolution and influence mechanism of international liquefied natural gas import competition pattern J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-30 Kongchao Zhu, Lisha Hao, Yuan Zhao
With the continuous expansion of the scope and scale of liquefied natural gas (LNG) trade, global LNG import competition has become increasingly extensive and complex. However, there is currently a lack of research on the global LNG import competition pattern and its influence mechanism. This study first constructs a global LNG import competition network and uses the complex network method to analyse
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A non-functional requirements-based ontology for supporting the development of industrial energy management systems J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-30 Roberto Monaco, Xiufeng Liu, Teresa Murino, Xu Cheng, Per Sieverts Nielsen
Non-functional requirements (NFRs) are essential in the development of industrial energy management systems (IEMS). This paper presents a comprehensive ontology model for NFRs in IEMS, derived from an extensive survey of NFRs in both the software industry and the energy domain. The proposed ontology encompasses four critical factors influencing the quality attributes of IEMS: technologies, stakeholders
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Towards sustainable and accountable subsidy design: Identifying effective subsidisation systems for forest stands J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-26 Kai Moriguchi
Governments often subsidise forest stands to ensure a sustainable supply of wood and environmental services. Governments need to design subsidy systems to effectively achieve policy goals with less government expenditure. This study explored effective subsidy systems for forest stands by comparing four subsidy systems using a simple forest resource model. Although a system formulated with minimal constraints
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Cascade reservoirs operation rules derivation using integrated decision-making method and combinatorial evolution network J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-29 Xinliang Qi, Hui Qin, Sainan Jiang, Guanjun Liu, Hao Wang, Shuai Liu, Yuhua Qu
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Metal additives for boosting hydrogen production in anaerobic fermentation: Focus on the change of gene expression and cost analysis J. Clean. Prod. (IF 11.072) Pub Date : 2023-05-28 Charndanai Tirapanampai, Pattarawan Intasian, Pichahpuk Uthaipaisanwong, Kanthida Kusonmano, Nopphon Weeranoppanant, Pimchai Chaiyen, Thanyaporn Wongnate
Dark fermentation has emerged as a promising strategy for sustainable hydrogen production. However, the low hydrogen yield produced by anaerobic microbes continues to be a challenge. Although metal ion additives have been proposed to enhance hydrogen production, their entire impacts and underlying mechanisms are poorly understood. The present study aimed to examine the effects of Fe2+, Ni2+, Mg2+,
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Micro-aeration and low influent C/N are key environmental factors for achieving ANAMMOX in livestock farming wastewater treatment plants Water Res. (IF 13.4) Pub Date : 2023-05-31 Yuxin Li, Zhenzhong Pan, Jingsong Liao, Ruizhi Dai, Jih-Gaw Lin, Jiayin Ling, Yanbin Xu
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Global modeling of lake-water indirect photochemistry based on the equivalent monochromatic wavelength approximation: The case of the triplet states of chromophoric dissolved organic matter Water Res. (IF 13.4) Pub Date : 2023-05-31 Luca Carena, Ángela García-Gil, Javier Marugán, Davide Vione
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Effect-based evaluation of water quality in a system of indirect reuse of wastewater for drinking water production Water Res. (IF 13.4) Pub Date : 2023-05-31 Frieberg Kim, Gago-Ferrero Pablo, Bijlsma Lubertus, Ahrens Lutz, Wiberg Karin, Hernández Félix, Oskarsson Agneta, Lundqvist Johan
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Phosphorus recovery from municipal sludge-derived hydrochar: Insights into leaching mechanisms and hydroxyapatite synthesis Water Res. (IF 13.4) Pub Date : 2023-05-28 Huan Liu, Nathalie Lyczko, Ange Nzihou, Cigdem Eskicioglu
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Organic carbon preservation in wetlands: Iron oxide protection vs. thermodynamic limitation Water Res. (IF 13.4) Pub Date : 2023-05-26 Fu-Sheng Sun, Chao Ma, Guang-Hui Yu, Yakov Kuzyakov, Yun-Chao Lang, Ping-Qing Fu, Li-Jun Guo, Hui Henry Teng, Cong-Qiang Liu
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Redistribution of perfluorooctanoic acid in sludge after thermal hydrolysis: Location of protein plays a major role Water Res. (IF 13.4) Pub Date : 2023-05-27 Wangwang Yan, Mengsha Song, Yan Zhou
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Piriformospora indica alter root-associated microbiome structure to enhance Artemisia annua L. tolerance to arsenic J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-31 Saeed ur Rahman, Muhammad Khalid, Nan Hui, Asad Rehman, Sadaf-Ilyas Kayani, Xueqing Fu, Han Zheng, Jin Shao, Abid Ali Khan, Mehran Ali, Ayat Taheri, Hang Liu, Xin Yan, Xinyi Hu, Wei Qin, Bowen Peng, Meng Li, Yao Xinghao, Yaojie Zhang, Kexuan Tang
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Graphene as a Rational Interface for Enhanced Adsorption of Microcystin-LR from Water J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-30 Jesse L. Roberts, Sarah Grace Zetterholm, Luke Gurtowski, P U Ashvin I. Fernando, Angela Evans, Justin Puhnaty, Kevin M. Wyss, James M. Tour, Brianna Fernando, Glen Jenness, Audie Thompson, Chris Griggs
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Self-purification of Actual Wastewater Via Microbial-synergy Driving of Catalyst-surface Microelectronic Field: A Pilot-scale Study J. Hazard. Mater. (IF 14.224) Pub Date : 2023-05-30 Xueci Xing, Lai Lyu, Zhen Yan, Han Zhang, Tong Li, Muen Han, Zesong Li, Fagen Zhang, Zhu Wang, Shuguang Wang, Yiguo Hong, Chun Hu
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DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation Remote Sens. Environ. (IF 13.85) Pub Date : 2023-05-30 Daixin Zhao, Konrad Heidler, Milad Asgarimehr, Caroline Arnold, Tianqi Xiao, Jens Wickert, Xiao Xiang Zhu, Lichao Mou
Global navigation satellite system reflectometry (GNSS-R) has shown a capability in recent years to be applied as a novel remote sensing technique to retrieve ocean wind speeds. The combination of GNSS-R observable delay-Doppler maps (DDMs) and deep learning algorithms provides the possibility to build an end-to-end pipeline for improving wind speed estimations. Recent studies have proven that data-driven