Clean Technologies and Environmental Policy最新文献

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Early-stage environmental impact forecasting of chemicals and processes with machine learning and data analytics tools. 使用机器学习和数据分析工具进行化学品和过程的早期环境影响预测。
IF 3.9 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2026-01-01 Epub Date: 2026-04-04 DOI: 10.1007/s10098-026-03479-8
Harriet Dufie Appiah, Matthew Conway, Jahnvi Patel, Marcella McMahon, Robert Hesketh, Kirti M Yenkie
{"title":"Early-stage environmental impact forecasting of chemicals and processes with machine learning and data analytics tools.","authors":"Harriet Dufie Appiah, Matthew Conway, Jahnvi Patel, Marcella McMahon, Robert Hesketh, Kirti M Yenkie","doi":"10.1007/s10098-026-03479-8","DOIUrl":"https://doi.org/10.1007/s10098-026-03479-8","url":null,"abstract":"<p><p>Early-stage environmental evaluation of chemicals and process technologies is often constrained by the lack of detailed life cycle inventory (LCI) data and limited access to commercial life cycle assessment (LCA) tools. This work presents a predictive framework for estimating the environmental impacts of chemicals and processes during the early design stages when such information is unavailable. The framework combines Machine Learning (ML) models, Artificial Neural Networks (ANN), and eXtreme Gradient Boosting (XGBoost), trained on molecular descriptors and thermodynamic properties to predict four cradle-to-gate (production phase) endpoint metrics: Human Health Impact (HHI), Ecosystem Quality Impact (EQI), Global Warming Potential (GWP), and Resource Utilization Impact (RUI). To extend the analysis to the gate-to-gate (use phase) and gate-to-grave (end-of-life) phases, a power law regression model was developed to estimate the GWP scaling exponents for technologies as a function of the capacity/processing rate and energy consumption. Feature importance analysis using SHapley Additive exPlanations (SHAP) indicates that both molecular and thermodynamic descriptors contribute significantly to the prediction of environmental impacts. Two case studies were selected to demonstrate and validate the applicability of this framework. Overall, the results demonstrate the combined approach provides a practical tool for early-stage environmental screening of chemicals and processes.</p><p><strong>Graphical abstract: </strong></p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s10098-026-03479-8.</p>","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"28 5","pages":"120"},"PeriodicalIF":3.9,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13050333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147626626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Covalently grafting cationized sericin to silk fabric for achieving economical salt-free dyeing and antibacterial property and minimizing strength loss 将阳离子丝胶共价接枝到真丝织物上,以达到经济的无盐染色和抗菌性能,减少强度损失
4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2025-01-04 DOI: 10.1007/s10098-024-03124-2
Muhammad Asad Saleem, Zihao Jin, Mingbo Ma
{"title":"Covalently grafting cationized sericin to silk fabric for achieving economical salt-free dyeing and antibacterial property and minimizing strength loss","authors":"Muhammad Asad Saleem, Zihao Jin, Mingbo Ma","doi":"10.1007/s10098-024-03124-2","DOIUrl":"https://doi.org/10.1007/s10098-024-03124-2","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"27 9","pages":"4337-4348"},"PeriodicalIF":0.0,"publicationDate":"2025-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147333611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 2
Designing a safer circular economy of chemicals. 设计更安全的化学品循环经济。
IF 4.2 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-08-03 DOI: 10.1007/s10098-024-02982-0
Gerardo J Ruiz-Mercado
{"title":"Designing a safer circular economy of chemicals.","authors":"Gerardo J Ruiz-Mercado","doi":"10.1007/s10098-024-02982-0","DOIUrl":"10.1007/s10098-024-02982-0","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"26 ","pages":"2415-2417"},"PeriodicalIF":4.2,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11580829/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142686048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Critical success factors for the adoption of circular economy in sustainable healthcare waste management 在可持续医疗废物管理中采用循环经济的关键成功因素
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-10 DOI: 10.1007/s10098-023-02712-y
Anuj Dixit, Pankaj Dutta
{"title":"Critical success factors for the adoption of circular economy in sustainable healthcare waste management","authors":"Anuj Dixit, Pankaj Dutta","doi":"10.1007/s10098-023-02712-y","DOIUrl":"https://doi.org/10.1007/s10098-023-02712-y","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"92 15","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139440176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Black gram husk-derived carbon dots: characterization and catalytic dye reduction activities 黑糯米壳衍生碳点:特性和催化染料还原活性
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-10 DOI: 10.1007/s10098-023-02709-7
N. S. Karthikeyan, B. Shanthi, R. Suresh, C. Ravichandran, B. Venkatachalapathy, K. Saravanan, Lalitha Gnanasekaran, Matias Soto-Moscoso
{"title":"Black gram husk-derived carbon dots: characterization and catalytic dye reduction activities","authors":"N. S. Karthikeyan, B. Shanthi, R. Suresh, C. Ravichandran, B. Venkatachalapathy, K. Saravanan, Lalitha Gnanasekaran, Matias Soto-Moscoso","doi":"10.1007/s10098-023-02709-7","DOIUrl":"https://doi.org/10.1007/s10098-023-02709-7","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"70 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139440785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Carbon emissions mitigation methods for cement industry using a systems dynamics model 利用系统动力学模型的水泥工业碳减排方法
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-09 DOI: 10.1007/s10098-023-02683-0
Oluwafemi Ezekiel. Ige, D.V. Von Kallon, Dawood Desai
{"title":"Carbon emissions mitigation methods for cement industry using a systems dynamics model","authors":"Oluwafemi Ezekiel. Ige, D.V. Von Kallon, Dawood Desai","doi":"10.1007/s10098-023-02683-0","DOIUrl":"https://doi.org/10.1007/s10098-023-02683-0","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"33 23","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139442666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Nanopriming with magnesium oxide nanoparticles enhanced antioxidant potential and nutritional richness of radish leaves grown in field 用氧化镁纳米颗粒进行纳米处理可提高田间萝卜叶的抗氧化潜力和营养丰富性
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-09 DOI: 10.1007/s10098-023-02697-8
Ayushi Gautam, L. S. Rusli, J. S. Yaacob, Vineet Kumar, P. Guleria
{"title":"Nanopriming with magnesium oxide nanoparticles enhanced antioxidant potential and nutritional richness of radish leaves grown in field","authors":"Ayushi Gautam, L. S. Rusli, J. S. Yaacob, Vineet Kumar, P. Guleria","doi":"10.1007/s10098-023-02697-8","DOIUrl":"https://doi.org/10.1007/s10098-023-02697-8","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"57 47","pages":"1-17"},"PeriodicalIF":4.3,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139441884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Multi-period automated targeting and optimisation for net zero 多期自动目标定位和优化,实现净零排放
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-08 DOI: 10.1007/s10098-023-02675-0
M. V. Migo-Sumagang, K. Aviso, Raymond R. Tan, D. Foo
{"title":"Multi-period automated targeting and optimisation for net zero","authors":"M. V. Migo-Sumagang, K. Aviso, Raymond R. Tan, D. Foo","doi":"10.1007/s10098-023-02675-0","DOIUrl":"https://doi.org/10.1007/s10098-023-02675-0","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"49 17","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139447278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Recent advances of nanomaterials for non-steroidal anti-inflammatory drugs removal from wastewater: a critical review 用于去除废水中非甾体抗炎药的纳米材料的最新进展:综述
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-08 DOI: 10.1007/s10098-023-02701-1
Jimmy Mangalam, Jyoti Sharma, Mahima Sharma, Y. Mishra, Subhasha Nigam, Monika Joshi
{"title":"Recent advances of nanomaterials for non-steroidal anti-inflammatory drugs removal from wastewater: a critical review","authors":"Jimmy Mangalam, Jyoti Sharma, Mahima Sharma, Y. Mishra, Subhasha Nigam, Monika Joshi","doi":"10.1007/s10098-023-02701-1","DOIUrl":"https://doi.org/10.1007/s10098-023-02701-1","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"51 38","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139447064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The impact of industrial intelligence on green development: research based on intra- and inter-industry linkage effect 工业智能对绿色发展的影响:基于产业内和产业间关联效应的研究
IF 4.3 4区 环境科学与生态学
Clean Technologies and Environmental Policy Pub Date : 2024-01-03 DOI: 10.1007/s10098-023-02700-2
Fengfu Mao, Yuqiao Hou, Xiaorui Xin, Hai Wang
{"title":"The impact of industrial intelligence on green development: research based on intra- and inter-industry linkage effect","authors":"Fengfu Mao, Yuqiao Hou, Xiaorui Xin, Hai Wang","doi":"10.1007/s10098-023-02700-2","DOIUrl":"https://doi.org/10.1007/s10098-023-02700-2","url":null,"abstract":"","PeriodicalId":10329,"journal":{"name":"Clean Technologies and Environmental Policy","volume":"15 11","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139451459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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