NSTL国家科技图书文献中心

1. Long-term source apportionment of PM_(2.5) across the contiguous United States (2000-2019) using a multilinear engine model NSTL国家科技图书文献中心

Qiao Zhu | Yang Liu ... - 《Journal of Hazardous Materials》 - 2024,472(Jul.5) - 134550.1～134550.12 - 共12页

摘要： research used theMultilinear Engine* (ME-2) model to* | Identifying PM_(2.5) sources is crucial for | effective air quality management and public health. This | analyze PM_(2.5) from 515 EPA Chemical Speciation | Network (CSN) andInteragency Monitoring of Protected

关键词： PM_(2.5) source apportionment | Emission reductions | Fossil fuel emissions | Air quality policies

2. Quantifying the Chemical Composition and Real-Time Mass Loading of Nanoplastic Particles in the Atmosphere Using Aerosol Mass Spectrometry NSTL国家科技图书文献中心

Sining Niu | Ruizhe Liu ... - 《Environmental Science & Technology: ES&T》 - 2024,58(7) - 3363～3374 - 共12页

摘要： the multilinear* engine (ME-2). Careful analysis of* | Plastic debris, including nanoplastic | particles (NPPs), has emerged as an important global | environmental issue due to its detrimental effects on human | health, ecosystems, and climate. Atmospheric processes

关键词： nanoplastic particles (NPPs) | aerosol mass spectrometer (AMS) | polystyrene (PS) | positive matrix factorization (PMF) | multilinear engine (ME-2) | real-time measurement

3. NMR spectroscopic applications to atmospheric organic aerosol analysis - Part 2: A review of existing methodologies and perspectives NSTL国家科技图书文献中心

Tagliavini, Emilio | Decesari, Stefano ... - 《TrAC: Trends in Analytical Chemistry》 - 2024,172 - ARTN 117595～ - 共10页

摘要：In the last decade, the considerable | technological progress achieved in parallel science | disciplines provides a potential for a breakthrough in NMR | atmospheric applications. Improvements in probe sensitivity | and in the NMR devices, like innovative tubes with a

关键词： NMR techniques | NMR data analysis | Organic molecular speciation | Factor analysis | Metabolomics | Atmospheric aerosol | HUMIC-LIKE SUBSTANCES | COMPREHENSIVE CHARACTERIZATION | SOURCE APPORTIONMENT | STRUCTURAL FEATURES...

4. Applications of environmental mass spectrometry in atmospheric haze chemistry NSTL国家科技图书文献中心

Chen, Tianzeng | Ge, Yanli ... - 《TrAC: Trends in Analytical Chemistry》 - 2024,172 - ARTN 117614～ - 共18页

摘要：The diverse components, sources, and | concentration levels of pollutants in the atmosphere pose | significant challenges to understanding the complex | formation processes of atmospheric haze. With the advent | of environmental mass spectrometry, researchers

关键词： Proton -transfer reaction mass spectrometry | Chemical ionization mass spectrometry | Aerosol mass spectrometer | Complex air pollution | Atmospheric haze chemistry | SECONDARY ORGANIC AEROSOL | POSITIVE MATRIX FACTORIZATION | CHEMICAL SPECIATION MONITOR | HETEROGENEOUS OH OXIDATION | YANGTZE-RIVER DELTA...

5. Characteristic, source apportionment and effect of photochemical loss of ambient VOCs in an emerging megacity of Central China NSTL国家科技图书文献中心

Wang T. | Li Z.... - 《Atmospheric research》 - 2024,305(Aug.) - 1.1～1.12 - 共12页

摘要： Factorization/Multilinear* Engine 2-Species Ratio (PMF/ME2-SR* | ? 2023During the transportation from emission | sources to sampling site, volatile organic compounds | (VOCs) undergo photochemical losses which have | significant effects for tropospheric ozone (O3) formation

关键词： Initial concentration | OH oxidation | Ozone formation potential | Photochemical loss | Source apportionment

6. Multi-time and multi-size resolution receptor modeling to exploit jointly atmospheric aerosol data measured at different time resolutions and in multiple size classes NSTL国家科技图书文献中心

Crova F. | Bernardoni V.... - 《Atmospheric environment.》 - 2024,333(Sep.) - 1.1～1.11 - 共11页

摘要： a script for the Multilinear* Engine ME-2 program* | ? 2024 The AuthorsIn the recent decades | , advanced instrumentation has been developed to measure | the atmospheric aerosol's physical-chemical | properties with increased temporal detail and size

关键词： Advanced PMF | Aerosol size distribution | Multi-time analysis | Size-segregated chemical composition | Source apportionment

7. Investigations on the applicability of machine learning algorithms to optimize biodiesel composition for improved engine fuel properties NSTL国家科技图书文献中心

Bukkarapu, Kiran Raj | Krishnasamy, Anand - 《International journal of engine research》 - 2024,25(7) - 1299～1314 - 共16页

摘要： predicting engine* fuel properties of biodiesel and* | . The models are developed using multilinear | improved engine* characteristics.* | Selecting suitable biodiesel for the intended | application is challenging due to the significant variations

关键词： Biodiesel composition | regression | property prediction | optimization | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES | PREDICTION...

8. An unsupervised subdomain adversarial network for remaining useful life estimation under various conditions NSTL国家科技图书文献中心

Zhenfei Wen | Yi Lyu ... - 《Quality and reliability engineering international》 - 2024,40(4) - 1652～1671 - 共20页

摘要： data, and a multilinear* conditioning scheme is* | public turbofan engine* degradation dataset is used to* | Abstract Domain adaptation is a transfer | learning method that is widely applied for remaining | useful life (RUL) prediction under different operating

关键词： domain adaptation | multilinear conditioning | remaining useful life | subdomain adversarial network | temporal convolutional network

9. Biodiesel composition based machine learning approaches to predict engine fuel properties NSTL国家科技图书文献中心

Bukkarapu, Kiran Raj | Krishnasamy, Anand - 《Proceedings of the Institution of Mechanical Engineers, Part D. Journal of Automobile Engineering》 - 2024,238(7) - 1844～1860 - 共17页

摘要： applications, including developing models to predict engine | fuel properties of biodiesel. Multilinear* regression* | Recently data-driven machine learning | approaches received considerable attention in several | (MLR) is the most straightforward method among the

关键词： Biodiesel | biodiesel properties | fatty acid methyl esters | artificial neural network | support vector machine regression | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES...

10. The application of positive matrix factorization with diagnostics to BIG DATA NSTL国家科技图书文献中心

Hopke P.K. | Chen Y.... - 《Chemometrics and Intelligent Laboratory Systems》 - 2023,240 - 104885.1～104885.7 - 共7页

摘要： developed a protocol to use the multilinear* engine (ME-2* | © 2023 The AuthorsOver the past decade | , Positive Matrix Factorization (PMF) has become the most | commonly used tool for source apportionment of air | pollutants with a large fraction of those studies using the

摘要： research used theMultilinear Engine* (ME-2) model to* | Identifying PM_(2.5) sources is crucial for | effective air quality management and public health. This | analyze PM_(2.5) from 515 EPA Chemical Speciation | Network (CSN) andInteragency Monitoring of Protected

关键词： PM_(2.5) source apportionment | Emission reductions | Fossil fuel emissions | Air quality policies

摘要： the multilinear* engine (ME-2). Careful analysis of* | Plastic debris, including nanoplastic | particles (NPPs), has emerged as an important global | environmental issue due to its detrimental effects on human | health, ecosystems, and climate. Atmospheric processes

关键词： nanoplastic particles (NPPs) | aerosol mass spectrometer (AMS) | polystyrene (PS) | positive matrix factorization (PMF) | multilinear engine (ME-2) | real-time measurement

摘要：In the last decade, the considerable | technological progress achieved in parallel science | disciplines provides a potential for a breakthrough in NMR | atmospheric applications. Improvements in probe sensitivity | and in the NMR devices, like innovative tubes with a

关键词： NMR techniques | NMR data analysis | Organic molecular speciation | Factor analysis | Metabolomics | Atmospheric aerosol | HUMIC-LIKE SUBSTANCES | COMPREHENSIVE CHARACTERIZATION | SOURCE APPORTIONMENT | STRUCTURAL FEATURES...

摘要：The diverse components, sources, and | concentration levels of pollutants in the atmosphere pose | significant challenges to understanding the complex | formation processes of atmospheric haze. With the advent | of environmental mass spectrometry, researchers

摘要： Factorization/Multilinear* Engine 2-Species Ratio (PMF/ME2-SR* | ? 2023During the transportation from emission | sources to sampling site, volatile organic compounds | (VOCs) undergo photochemical losses which have | significant effects for tropospheric ozone (O3) formation

关键词： Initial concentration | OH oxidation | Ozone formation potential | Photochemical loss | Source apportionment

摘要： a script for the Multilinear* Engine ME-2 program* | ? 2024 The AuthorsIn the recent decades | , advanced instrumentation has been developed to measure | the atmospheric aerosol's physical-chemical | properties with increased temporal detail and size

关键词： Advanced PMF | Aerosol size distribution | Multi-time analysis | Size-segregated chemical composition | Source apportionment

摘要： predicting engine* fuel properties of biodiesel and* | . The models are developed using multilinear | improved engine* characteristics.* | Selecting suitable biodiesel for the intended | application is challenging due to the significant variations

关键词： Biodiesel composition | regression | property prediction | optimization | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES | PREDICTION...

摘要： data, and a multilinear* conditioning scheme is* | public turbofan engine* degradation dataset is used to* | Abstract Domain adaptation is a transfer | learning method that is widely applied for remaining | useful life (RUL) prediction under different operating

关键词： domain adaptation | multilinear conditioning | remaining useful life | subdomain adversarial network | temporal convolutional network

摘要： applications, including developing models to predict engine | fuel properties of biodiesel. Multilinear* regression* | Recently data-driven machine learning | approaches received considerable attention in several | (MLR) is the most straightforward method among the

关键词： Biodiesel | biodiesel properties | fatty acid methyl esters | artificial neural network | support vector machine regression | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES...

摘要： developed a protocol to use the multilinear* engine (ME-2* | © 2023 The AuthorsOver the past decade | , Positive Matrix Factorization (PMF) has become the most | commonly used tool for source apportionment of air | pollutants with a large fraction of those studies using the

关键词： Big data | Diagnostics | Multilinear engine | Positive matrix factorization

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： research used theMultilinear Engine (ME-2) model to | Identifying PM_(2.5) sources is crucial for | effective air quality management and public health. This | analyze PM_(2.5) from 515 EPA Chemical Speciation | Network (CSN) andInteragency Monitoring of Protected

关键词： PM_(2.5) source apportionment | Emission reductions | Fossil fuel emissions | Air quality policies

摘要： the multilinear engine (ME-2). Careful analysis of | Plastic debris, including nanoplastic | particles (NPPs), has emerged as an important global | environmental issue due to its detrimental effects on human | health, ecosystems, and climate. Atmospheric processes

关键词： nanoplastic particles (NPPs) | aerosol mass spectrometer (AMS) | polystyrene (PS) | positive matrix factorization (PMF) | multilinear engine (ME-2) | real-time measurement

摘要：In the last decade, the considerable | technological progress achieved in parallel science | disciplines provides a potential for a breakthrough in NMR | atmospheric applications. Improvements in probe sensitivity | and in the NMR devices, like innovative tubes with a

关键词： NMR techniques | NMR data analysis | Organic molecular speciation | Factor analysis | Metabolomics | Atmospheric aerosol | HUMIC-LIKE SUBSTANCES | COMPREHENSIVE CHARACTERIZATION | SOURCE APPORTIONMENT | STRUCTURAL FEATURES...

摘要：The diverse components, sources, and | concentration levels of pollutants in the atmosphere pose | significant challenges to understanding the complex | formation processes of atmospheric haze. With the advent | of environmental mass spectrometry, researchers

摘要： Factorization/Multilinear Engine 2-Species Ratio (PMF/ME2-SR | ? 2023During the transportation from emission | sources to sampling site, volatile organic compounds | (VOCs) undergo photochemical losses which have | significant effects for tropospheric ozone (O3) formation

关键词： Initial concentration | OH oxidation | Ozone formation potential | Photochemical loss | Source apportionment

摘要： a script for the Multilinear Engine ME-2 program | ? 2024 The AuthorsIn the recent decades | , advanced instrumentation has been developed to measure | the atmospheric aerosol's physical-chemical | properties with increased temporal detail and size

关键词： Advanced PMF | Aerosol size distribution | Multi-time analysis | Size-segregated chemical composition | Source apportionment

摘要： predicting engine fuel properties of biodiesel and | . The models are developed using multilinear | improved engine characteristics. | Selecting suitable biodiesel for the intended | application is challenging due to the significant variations

关键词： Biodiesel composition | regression | property prediction | optimization | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES | PREDICTION...

摘要： data, and a multilinear conditioning scheme is | public turbofan engine degradation dataset is used to | Abstract Domain adaptation is a transfer | learning method that is widely applied for remaining | useful life (RUL) prediction under different operating

关键词： domain adaptation | multilinear conditioning | remaining useful life | subdomain adversarial network | temporal convolutional network

摘要： applications, including developing models to predict engine | fuel properties of biodiesel. Multilinear regression | Recently data-driven machine learning | approaches received considerable attention in several | (MLR) is the most straightforward method among the

关键词： Biodiesel | biodiesel properties | fatty acid methyl esters | artificial neural network | support vector machine regression | ARTIFICIAL NEURAL-NETWORKS | FATTY-ACID-COMPOSITION | CETANE NUMBER | KINEMATIC VISCOSITY | HEATING VALUES...

摘要： developed a protocol to use the multilinear engine (ME-2 | © 2023 The AuthorsOver the past decade | , Positive Matrix Factorization (PMF) has become the most | commonly used tool for source apportionment of air | pollutants with a large fraction of those studies using the

关键词： Big data | Diagnostics | Multilinear engine | Positive matrix factorization

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： research used theMultilinear Engine* (ME-2) model to* | Identifying PM_(2.5) sources is crucial for | effective air quality management and public health. This | analyze PM_(2.5) from 515 EPA Chemical Speciation | Network (CSN) andInteragency Monitoring of Protected

摘要： the multilinear* engine (ME-2). Careful analysis of* | Plastic debris, including nanoplastic | particles (NPPs), has emerged as an important global | environmental issue due to its detrimental effects on human | health, ecosystems, and climate. Atmospheric processes

摘要： Factorization/Multilinear* Engine 2-Species Ratio (PMF/ME2-SR* | ? 2023During the transportation from emission | sources to sampling site, volatile organic compounds | (VOCs) undergo photochemical losses which have | significant effects for tropospheric ozone (O3) formation

摘要： a script for the Multilinear* Engine ME-2 program* | ? 2024 The AuthorsIn the recent decades | , advanced instrumentation has been developed to measure | the atmospheric aerosol's physical-chemical | properties with increased temporal detail and size

摘要： predicting engine* fuel properties of biodiesel and* | . The models are developed using multilinear | improved engine* characteristics.* | Selecting suitable biodiesel for the intended | application is challenging due to the significant variations

摘要： data, and a multilinear* conditioning scheme is* | public turbofan engine* degradation dataset is used to* | Abstract Domain adaptation is a transfer | learning method that is widely applied for remaining | useful life (RUL) prediction under different operating

摘要： applications, including developing models to predict engine | fuel properties of biodiesel. Multilinear* regression* | Recently data-driven machine learning | approaches received considerable attention in several | (MLR) is the most straightforward method among the

摘要： developed a protocol to use the multilinear* engine (ME-2* | © 2023 The AuthorsOver the past decade | , Positive Matrix Factorization (PMF) has become the most | commonly used tool for source apportionment of air | pollutants with a large fraction of those studies using the