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Enhancing Silica Scaling Resistance and Perm-Selectivity of Reverse Osmosis Membranes via Increased Charge Density and Suppressed Coordination Capacity
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-03-07 DOI: 10.1021/acs.est.4c13117
Zhiwei Qiu, Hailan Wang, Ruobin Dai, Zhiwei Wang
Silica scaling poses a substantial challenge in the advanced treatment of industrial wastewater by reverse osmosis (RO) membranes, while the existing methods modifying RO membranes to enhance antisilica scaling performance often compromise water permeance. Herein, we fabricated a sulfonated RO membrane (SLRO) using sodium lignosulfonate as a comonomer, achieving an enhanced charge density and reduced coordination capacity. SLRO exhibited superior antisilica scaling performance, reducing scaling rates by ∼145, ∼166, and ∼157% under acidic, neutral, and alkaline conditions compared to the control. Reduced density gradient analysis confirmed that sulfonic acid groups (−SO3H) on the SLRO surface increased the repulsion of silicic acid. Moreover, the SLRO demonstrated reductions of ∼112, ∼137, and ∼133% in cation-mediated silica scaling rates under the same conditions, attributed to the weaker coordination between −SO3H and cations, which diminished the cation-bridging effect. Furthermore, SLRO membranes exhibited high pure water permeance (3.3 L m–2 h–1 bar–1) and NaCl rejection (99.2%), with a water/NaCl selectivity (7.8 bar–1) three times greater than that of the control (2.6 bar–1), primarily attributed to increased surface roughness and reduced apparent thickness of the PA layer. Our work provides a robust strategy for fabricating silica scaling-resistant RO membranes with improved perm-selectivity.
{"title":"Enhancing Silica Scaling Resistance and Perm-Selectivity of Reverse Osmosis Membranes via Increased Charge Density and Suppressed Coordination Capacity","authors":"Zhiwei Qiu, Hailan Wang, Ruobin Dai, Zhiwei Wang","doi":"10.1021/acs.est.4c13117","DOIUrl":"https://doi.org/10.1021/acs.est.4c13117","url":null,"abstract":"Silica scaling poses a substantial challenge in the advanced treatment of industrial wastewater by reverse osmosis (RO) membranes, while the existing methods modifying RO membranes to enhance antisilica scaling performance often compromise water permeance. Herein, we fabricated a sulfonated RO membrane (SLRO) using sodium lignosulfonate as a comonomer, achieving an enhanced charge density and reduced coordination capacity. SLRO exhibited superior antisilica scaling performance, reducing scaling rates by ∼145, ∼166, and ∼157% under acidic, neutral, and alkaline conditions compared to the control. Reduced density gradient analysis confirmed that sulfonic acid groups (−SO<sub>3</sub>H) on the SLRO surface increased the repulsion of silicic acid. Moreover, the SLRO demonstrated reductions of ∼112, ∼137, and ∼133% in cation-mediated silica scaling rates under the same conditions, attributed to the weaker coordination between −SO<sub>3</sub>H and cations, which diminished the cation-bridging effect. Furthermore, SLRO membranes exhibited high pure water permeance (3.3 L m<sup>–2</sup> h<sup>–1</sup> bar<sup>–1</sup>) and NaCl rejection (99.2%), with a water/NaCl selectivity (7.8 bar<sup>–1</sup>) three times greater than that of the control (2.6 bar<sup>–1</sup>), primarily attributed to increased surface roughness and reduced apparent thickness of the PA layer. Our work provides a robust strategy for fabricating silica scaling-resistant RO membranes with improved perm-selectivity.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"2 1","pages":""},"PeriodicalIF":9.028,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143570309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Evaluation of Infrared Intensities Using Diffusion Monte Carlo.
IF 2.7 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-03-07 DOI: 10.1021/acs.jpca.4c08576
Pattarapon Moonkaen, Anne B McCoy

Approaches for evaluating excited state wave functions and energies using diffusion Monte Carlo (DMC) with guiding functions (guided DMC) are discussed. For this work, the guiding functions are functions of a subset of the 3N - 6 coordinates that are needed to describe the structure of the molecule of interest. The DMC wave functions are used to evaluate intensities using two approaches. In the trial wave function approach, the product of the molecular wave function for one of the states involved in the transition and the guiding function for the second state is used to evaluate the matrix elements of the dipole moment. In the descendant weighting approach, descendant weights are used to evaluate the value of the wave function for one of the states involved in the transition at the geometries sampled by the DMC wave function for the second state. The descendant weighting approximation is shown to be more accurate as well as computationally more expensive compared to approximations that are based on various forms of the trial wave function approach. Strategies are explored, which combine results of different forms of the trial wave function approximation to minimize the errors in this approach. The trial wave function and descendant weighting approaches are applied to a study of a harmonic oscillator, where the sensitivity of the calculated energies and intensities to the quality of the trial wave function is explored. The two approaches are also applied to calculations of frequencies and intensities of transitions in water, H3O2-, a four-dimensional (4D) model based on H3O2- and H5O2+. We also show how comparisons of the results obtained using several forms of the trial wave function approach allow us to explore how couplings among vibrational motions are reflected in the intensities.

{"title":"Evaluation of Infrared Intensities Using Diffusion Monte Carlo.","authors":"Pattarapon Moonkaen, Anne B McCoy","doi":"10.1021/acs.jpca.4c08576","DOIUrl":"https://doi.org/10.1021/acs.jpca.4c08576","url":null,"abstract":"<p><p>Approaches for evaluating excited state wave functions and energies using diffusion Monte Carlo (DMC) with guiding functions (guided DMC) are discussed. For this work, the guiding functions are functions of a subset of the 3<i>N</i> - 6 coordinates that are needed to describe the structure of the molecule of interest. The DMC wave functions are used to evaluate intensities using two approaches. In the trial wave function approach, the product of the molecular wave function for one of the states involved in the transition and the guiding function for the second state is used to evaluate the matrix elements of the dipole moment. In the descendant weighting approach, descendant weights are used to evaluate the value of the wave function for one of the states involved in the transition at the geometries sampled by the DMC wave function for the second state. The descendant weighting approximation is shown to be more accurate as well as computationally more expensive compared to approximations that are based on various forms of the trial wave function approach. Strategies are explored, which combine results of different forms of the trial wave function approximation to minimize the errors in this approach. The trial wave function and descendant weighting approaches are applied to a study of a harmonic oscillator, where the sensitivity of the calculated energies and intensities to the quality of the trial wave function is explored. The two approaches are also applied to calculations of frequencies and intensities of transitions in water, H<sub>3</sub>O<sub>2</sub><sup>-</sup>, a four-dimensional (4D) model based on H<sub>3</sub>O<sub>2</sub><sup>-</sup> and H<sub>5</sub>O<sub>2</sub><sup>+</sup>. We also show how comparisons of the results obtained using several forms of the trial wave function approach allow us to explore how couplings among vibrational motions are reflected in the intensities.</p>","PeriodicalId":59,"journal":{"name":"The Journal of Physical Chemistry A","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143571566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Supramolecular Polymers of Amino Triazines vs. Amino Pyrimidines in Aqueous Solution: How Key Interactions Control their Thermodynamic Stability.
IF 3.5 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-07 DOI: 10.1002/asia.202401905
José Leonardo Gómez Chávez, Matías Orlando Miranda, Emilio Luis Angelina, Silvana Carina Pamies, Nélida María Peruchena, Andre Nicolai Petelski

Supramolecular polymers (SPs) based on the stacking of hydrogen-bonded rosettes are attracting increasing attention due to their potential applications as soft materials. However, a detailed description of the interactions that give rise to these one-dimensional architectures is still scarce in the literature. In this work, we use molecular dynamics to analyze in aqueous solution the stability of two SPs based on amino triazines (AT) and amino pyrimidines (AP) modified with a hydrophilic chain of succinic acid (-saH). Our results reveal that the AT-based polymers are stable in both their neutral and anionic (succinate -sa-) forms. In contrast, the anionic AP-based polymer is completely dissociated in the presence of sodium cations. While chloride anions can stabilize AT polymers and even induce helical coordination, sodium cations destabilize the AP polymer by penetrating its structure and coordinating with the N atoms, thereby disrupting the hydrogen bonds of the rosettes. On the contrary, the AT-sa- monomers are able to hold back sodium cations due to their extra endocyclic N atom. The side chains are also essential for the formation of these SPs. In summary, we show how non-covalent interactions can be strategically used to control the stability of these systems.

{"title":"Supramolecular Polymers of Amino Triazines vs. Amino Pyrimidines in Aqueous Solution: How Key Interactions Control their Thermodynamic Stability.","authors":"José Leonardo Gómez Chávez, Matías Orlando Miranda, Emilio Luis Angelina, Silvana Carina Pamies, Nélida María Peruchena, Andre Nicolai Petelski","doi":"10.1002/asia.202401905","DOIUrl":"https://doi.org/10.1002/asia.202401905","url":null,"abstract":"<p><p>Supramolecular polymers (SPs) based on the stacking of hydrogen-bonded rosettes are attracting increasing attention due to their potential applications as soft materials. However, a detailed description of the interactions that give rise to these one-dimensional architectures is still scarce in the literature. In this work, we use molecular dynamics to analyze in aqueous solution the stability of two SPs based on amino triazines (AT) and amino pyrimidines (AP) modified with a hydrophilic chain of succinic acid (-saH). Our results reveal that the AT-based polymers are stable in both their neutral and anionic (succinate -sa-) forms. In contrast, the anionic AP-based polymer is completely dissociated in the presence of sodium cations. While chloride anions can stabilize AT polymers and even induce helical coordination, sodium cations destabilize the AP polymer by penetrating its structure and coordinating with the N atoms, thereby disrupting the hydrogen bonds of the rosettes. On the contrary, the AT-sa- monomers are able to hold back sodium cations due to their extra endocyclic N atom. The side chains are also essential for the formation of these SPs. In summary, we show how non-covalent interactions can be strategically used to control the stability of these systems.</p>","PeriodicalId":145,"journal":{"name":"Chemistry - An Asian Journal","volume":" ","pages":"e202401905"},"PeriodicalIF":3.5,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143571794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nickel-Catalyzed Decarbonylation of Aromatic Carboxylic Acids with P(O)-H(2) Compounds to Form C-P Bonds.
IF 3.3 2区 化学 Q1 CHEMISTRY, ORGANIC Pub Date : 2025-03-07 Epub Date: 2025-02-20 DOI: 10.1021/acs.joc.4c02554
Jia-Xin Li, Rui Tian, Yong-Ming Zhu

A novel strategy for C-P bond formation has been developed. The reaction employed aromatic carboxylic acids as the source of aromatic groups to couple with three types of P(O)-H(2) compounds without the need to isolate intermediates, thereby achieving a one-pot construction of carbon-phosphorus bonds. The protocol demonstrated excellent applicability and functional group tolerance, enabling the production of Ar-P(O)R2 and Ar2-PPh with moderate to excellent yields.

{"title":"Nickel-Catalyzed Decarbonylation of Aromatic Carboxylic Acids with P(O)-H<sub>(2)</sub> Compounds to Form C-P Bonds.","authors":"Jia-Xin Li, Rui Tian, Yong-Ming Zhu","doi":"10.1021/acs.joc.4c02554","DOIUrl":"10.1021/acs.joc.4c02554","url":null,"abstract":"<p><p>A novel strategy for C-P bond formation has been developed. The reaction employed aromatic carboxylic acids as the source of aromatic groups to couple with three types of P(O)-H<sub>(2)</sub> compounds without the need to isolate intermediates, thereby achieving a one-pot construction of carbon-phosphorus bonds. The protocol demonstrated excellent applicability and functional group tolerance, enabling the production of Ar-P(O)R<sub>2</sub> and Ar<sub>2</sub>-PPh with moderate to excellent yields.</p>","PeriodicalId":57,"journal":{"name":"Journal of Organic Chemistry","volume":" ","pages":"3184-3193"},"PeriodicalIF":3.3,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143456289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temperature-Dependent Photoreactivity of 2-Azidomethylbenzophenone: Insights into the Triplet Imine Biradical Pathway.
IF 3.3 2区 化学 Q1 CHEMISTRY, ORGANIC Pub Date : 2025-03-07 Epub Date: 2025-02-26 DOI: 10.1021/acs.joc.4c02985
Kosala Thenna-Hewa, H Dushanee M Sriyarathne, Jonathan K Weisfelder, W Dinindu Mendis, Anindya Borah, Connor J Engels, Sivaramakrishnan Muthukrishnan, Jeanette A Krause, Manabu Abe, Bruce S Ault, Anna D Gudmundsdottir

Photoenols, formed through photoinduced intramolecular H atom abstraction in o-alkyl-substituted arylketones, typically have limited utility as reactive intermediates owing to fast reversion to the starting material. Herein, we introduced an azido group on the o-alkyl substituent to render the photoreaction irreversible. Irradiation of 2-azidomethylbenzophenone (1) in methanol yielded 2-(hydroxy(phenyl)methyl)benzonitrile (2). Laser flash photolysis of 1 revealed the formation of biradical 3Br1 followed by intersystem crossing to photoenols Z-3 (τ ∼ 3.3 μs) and E-3 (τ > 45 μs), both of which reverted to 1. Alternatively, 3Br1 could lose N2 to form 3Br2 (not detected), which decays to 2. In cryogenic argon matrices, irradiation of 1 yielded nitrene 31N and 2 but no photoenols, likely because Z-3 regenerated 1. Both ESR spectroscopy and absorption analysis in methyltetrahydrofuran (80 K) confirmed 31N formation. Upon prolonged irradiation, the absorbance of 31N decreased, whereas that of 3 remained unchanged and that of 2 increased. Thus, TK of 1 is proposed to form 3Br1 via H atom abstraction, with subsequent intersystem crossing to 3 competing with the loss of N2 to generate 3Br2. DFT calculations revealed a small energy gap (∼2 kcal/mol) between the triplet and singlet configurations of Br2, supporting a mechanism in which 3Br2 intersystem crosses to yield 2.

{"title":"Temperature-Dependent Photoreactivity of 2-Azidomethylbenzophenone: Insights into the Triplet Imine Biradical Pathway.","authors":"Kosala Thenna-Hewa, H Dushanee M Sriyarathne, Jonathan K Weisfelder, W Dinindu Mendis, Anindya Borah, Connor J Engels, Sivaramakrishnan Muthukrishnan, Jeanette A Krause, Manabu Abe, Bruce S Ault, Anna D Gudmundsdottir","doi":"10.1021/acs.joc.4c02985","DOIUrl":"10.1021/acs.joc.4c02985","url":null,"abstract":"<p><p>Photoenols, formed through photoinduced intramolecular H atom abstraction in <i>o</i>-alkyl-substituted arylketones, typically have limited utility as reactive intermediates owing to fast reversion to the starting material. Herein, we introduced an azido group on the <i>o</i>-alkyl substituent to render the photoreaction irreversible. Irradiation of 2-azidomethylbenzophenone (<b>1</b>) in methanol yielded 2-(hydroxy(phenyl)methyl)benzonitrile (<b>2</b>). Laser flash photolysis of <b>1</b> revealed the formation of biradical <sup>3</sup><b>Br1</b> followed by intersystem crossing to photoenols <i>Z</i>-<b>3</b> (τ ∼ 3.3 μs) and <i>E</i>-<b>3</b> (τ > 45 μs), both of which reverted to <b>1</b>. Alternatively, <sup>3</sup><b>Br1</b> could lose N<sub>2</sub> to form <sup>3</sup><b>Br2</b> (not detected), which decays to <b>2</b>. In cryogenic argon matrices, irradiation of <b>1</b> yielded nitrene <sup>3</sup><b>1N</b> and <b>2</b> but no photoenols, likely because <i>Z</i>-<b>3</b> regenerated <b>1</b>. Both ESR spectroscopy and absorption analysis in methyltetrahydrofuran (80 K) confirmed <sup>3</sup><b>1N</b> formation. Upon prolonged irradiation, the absorbance of <sup>3</sup><b>1N</b> decreased, whereas that of <b>3</b> remained unchanged and that of <b>2</b> increased. Thus, <i>T</i><sub>K</sub> of <b>1</b> is proposed to form <sup>3</sup><b>Br1</b> via H atom abstraction, with subsequent intersystem crossing to <b>3</b> competing with the loss of N<sub>2</sub> to generate <sup>3</sup><b>Br2</b>. DFT calculations revealed a small energy gap (∼2 kcal/mol) between the triplet and singlet configurations of <b>Br2</b>, supporting a mechanism in which <sup>3</sup><b>Br2</b> intersystem crosses to yield <b>2</b>.</p>","PeriodicalId":57,"journal":{"name":"Journal of Organic Chemistry","volume":" ","pages":"3349-3358"},"PeriodicalIF":3.3,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143514067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reduced Honeybee Pollen Foraging under Neonicotinoid Exposure: Exploring Reproducible Individual and Colony Level Effects in the Field Using AI and Simulation
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-03-07 DOI: 10.1021/acs.est.4c13656
Ming Wang, Frederic Tausch, Katharina Schmidt, Matthias Diehl, Silvio Knaebe, Holger Bargen, Farnaz Faramarzi, Volker Grimm
Honeybees (Apis mellifera) are important pollinators. Their foraging behaviors are essential to colony sustainability. Sublethal exposure to pesticides such as neonicotinoids can significantly disrupt these behaviors, in particular pollen foraging. We investigated the effects of sublethal doses of the neonicotinoid imidacloprid on honeybee foraging, at both individual and colony levels, by integrating field experiments with artificial intelligence (AI)-based monitoring technology and mechanistic simulations using the BEEHAVE model. Our results replicated previous findings, which showed that imidacloprid selectively reduces pollen foraging at the colony level, with minimal impact on nectar foraging. Individually marked exposed honeybees exhibited prolonged pollen foraging trips, reduced pollen foraging frequency, and instances of drifting pollen foraging trips, likely due to impaired cognitive functions and altered metabolism. These behavioral changes at the individual level corroborated the previous model predictions derived from BEEHAVE, which highlights the value of combining experimental and simulation approaches to disentangle underlying mechanisms through which sublethal effects on individual foragers scale up to impact colony dynamics. Our findings have implications for future pesticide risk assessment, as we provide a robust feeding study design for evaluating pesticide effects on honeybee colonies and foraging in real landscapes, which could improve the realism of higher-tier ecological risk assessment.
{"title":"Reduced Honeybee Pollen Foraging under Neonicotinoid Exposure: Exploring Reproducible Individual and Colony Level Effects in the Field Using AI and Simulation","authors":"Ming Wang, Frederic Tausch, Katharina Schmidt, Matthias Diehl, Silvio Knaebe, Holger Bargen, Farnaz Faramarzi, Volker Grimm","doi":"10.1021/acs.est.4c13656","DOIUrl":"https://doi.org/10.1021/acs.est.4c13656","url":null,"abstract":"Honeybees (<i>Apis mellifera</i>) are important pollinators. Their foraging behaviors are essential to colony sustainability. Sublethal exposure to pesticides such as neonicotinoids can significantly disrupt these behaviors, in particular pollen foraging. We investigated the effects of sublethal doses of the neonicotinoid imidacloprid on honeybee foraging, at both individual and colony levels, by integrating field experiments with artificial intelligence (AI)-based monitoring technology and mechanistic simulations using the BEEHAVE model. Our results replicated previous findings, which showed that imidacloprid selectively reduces pollen foraging at the colony level, with minimal impact on nectar foraging. Individually marked exposed honeybees exhibited prolonged pollen foraging trips, reduced pollen foraging frequency, and instances of drifting pollen foraging trips, likely due to impaired cognitive functions and altered metabolism. These behavioral changes at the individual level corroborated the previous model predictions derived from BEEHAVE, which highlights the value of combining experimental and simulation approaches to disentangle underlying mechanisms through which sublethal effects on individual foragers scale up to impact colony dynamics. Our findings have implications for future pesticide risk assessment, as we provide a robust feeding study design for evaluating pesticide effects on honeybee colonies and foraging in real landscapes, which could improve the realism of higher-tier ecological risk assessment.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"34 1","pages":""},"PeriodicalIF":9.028,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143575411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Impact of Intermolecular Forces on Structural Changes and Local Density Fluctuations of CO2 in Liquid and Supercritical Phases
IF 6.475 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-03-07 DOI: 10.1021/acs.jpclett.5c00073
Artem Shagurin, Francois A. Miannay, Michael G. Kiselev, Pal Jedlovszky, Natalia T. Correia, Frederic Affouard, Abdenacer Idrissi
This study uses molecular dynamics simulations to investigate the structural features of carbon dioxide (CO2) in the liquid and supercritical phases at different isobars. Density fluctuations, which mark the liquid-to-gas-like crossover, were quantified using advanced statistical tools such as nearest-neighbor distance distributions, interaction energies, and local density profiles derived from Voronoi analysis and density-based spatial clustering of applications with noise. Our findings reveal that these fluctuations arise from the temperature-dependent difference in the spatial extent of attractive contributions from electrostatic (ES) and Lennard–Jones (LJ) potentials, leading to a maximum in the contrast between the packed and loose density domains. Specifically, we demonstrate that the first and second solvation shells are characterized by neighbors experiencing maximal LJ and minimal ES attractive contributions, respectively. Within these shells, the orientation of the CO2 molecules is governed by the maximal attractive contribution of ES interactions.
{"title":"Impact of Intermolecular Forces on Structural Changes and Local Density Fluctuations of CO2 in Liquid and Supercritical Phases","authors":"Artem Shagurin, Francois A. Miannay, Michael G. Kiselev, Pal Jedlovszky, Natalia T. Correia, Frederic Affouard, Abdenacer Idrissi","doi":"10.1021/acs.jpclett.5c00073","DOIUrl":"https://doi.org/10.1021/acs.jpclett.5c00073","url":null,"abstract":"This study uses molecular dynamics simulations to investigate the structural features of carbon dioxide (CO<sub>2</sub>) in the liquid and supercritical phases at different isobars. Density fluctuations, which mark the liquid-to-gas-like crossover, were quantified using advanced statistical tools such as nearest-neighbor distance distributions, interaction energies, and local density profiles derived from Voronoi analysis and density-based spatial clustering of applications with noise. Our findings reveal that these fluctuations arise from the temperature-dependent difference in the spatial extent of attractive contributions from electrostatic (ES) and Lennard–Jones (LJ) potentials, leading to a maximum in the contrast between the packed and loose density domains. Specifically, we demonstrate that the first and second solvation shells are characterized by neighbors experiencing maximal LJ and minimal ES attractive contributions, respectively. Within these shells, the orientation of the CO<sub>2</sub> molecules is governed by the maximal attractive contribution of ES interactions.","PeriodicalId":62,"journal":{"name":"The Journal of Physical Chemistry Letters","volume":"3 1","pages":""},"PeriodicalIF":6.475,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143575484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning-based Classification for the Prioritization of Potentially Hazardous Chemicals with Structural Alerts in Nontarget Screening
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-03-07 DOI: 10.1021/acs.est.4c10498
Nienke Meekel, Anneli Kruve, Marja H. Lamoree, Frederic M. Been
Nontarget screening (NTS) with liquid chromatography high-resolution mass spectrometry (LC-HRMS) is commonly used to detect unknown organic micropollutants in the environment. One of the main challenges in NTS is the prioritization of relevant LC-HRMS features. A novel prioritization strategy based on structural alerts to select NTS features that correspond to potentially hazardous chemicals is presented here. This strategy leverages raw tandem mass spectra (MS2) and machine learning models to predict the probability that NTS features correspond to chemicals with structural alerts. The models were trained on fragments and neutral losses from the experimental MS2 data. The feasibility of this approach is evaluated for two groups: aromatic amines and organophosphorus structural alerts. The neural network classification model for organophosphorus structural alerts achieved an Area Under the Curve of the Receiver Operating Characteristics (AUC-ROC) of 0.97 and a true positive rate of 0.65 on the test set. The random forest model for the classification of aromatic amines achieved an AUC-ROC value of 0.82 and a true positive rate of 0.58 on the test set. The models were successfully applied to prioritize LC-HRMS features in surface water samples, showcasing the high potential to develop and implement this approach further.
{"title":"Machine Learning-based Classification for the Prioritization of Potentially Hazardous Chemicals with Structural Alerts in Nontarget Screening","authors":"Nienke Meekel, Anneli Kruve, Marja H. Lamoree, Frederic M. Been","doi":"10.1021/acs.est.4c10498","DOIUrl":"https://doi.org/10.1021/acs.est.4c10498","url":null,"abstract":"Nontarget screening (NTS) with liquid chromatography high-resolution mass spectrometry (LC-HRMS) is commonly used to detect unknown organic micropollutants in the environment. One of the main challenges in NTS is the prioritization of relevant LC-HRMS features. A novel prioritization strategy based on structural alerts to select NTS features that correspond to potentially hazardous chemicals is presented here. This strategy leverages raw tandem mass spectra (MS<sup>2</sup>) and machine learning models to predict the probability that NTS features correspond to chemicals with structural alerts. The models were trained on fragments and neutral losses from the experimental MS<sup>2</sup> data. The feasibility of this approach is evaluated for two groups: aromatic amines and organophosphorus structural alerts. The neural network classification model for organophosphorus structural alerts achieved an Area Under the Curve of the Receiver Operating Characteristics (AUC-ROC) of 0.97 and a true positive rate of 0.65 on the test set. The random forest model for the classification of aromatic amines achieved an AUC-ROC value of 0.82 and a true positive rate of 0.58 on the test set. The models were successfully applied to prioritize LC-HRMS features in surface water samples, showcasing the high potential to develop and implement this approach further.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"9 1","pages":""},"PeriodicalIF":9.028,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143569839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Polysaccharides─Important Constituents of Ice-Nucleating Particles of Marine Origin
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-03-07 DOI: 10.1021/acs.est.4c08014
Susan Hartmann, Roland Schrödner, Brandon T. Hassett, Markus Hartmann, Manuela van Pinxteren, Khanneh Wadinga Fomba, Frank Stratmann, Hartmut Herrmann, Mira Pöhlker, Sebastian Zeppenfeld
Remote marine regions are characterized by a high degree of cloud cover that greatly impacts Earth’s radiative budget. It is highly relevant for climate projections to represent the ice formation in these clouds. Therefore, it is crucial to understand the sources of ice-nucleating particles (INPs) that enable primary ice formation. Here, we report polysaccharides produced by four different aquatic eukaryotic microorganisms (Thraustochytrium striatum, Tausonia pullulans, Naganishia diffluens, Penicillium chrysogenum) as responsible ice-nucleating macromolecules (INMs) in these samples originating from the marine biosphere. By deriving a classical nucleation theory-based parametrization of these polysaccharidic INMs and applying it to global model simulations, a comparison to currently available marine atmospheric INP observations demonstrates a 44% contribution of polysaccharides to the total INPs of marine origin within −15 to −20 °C. The results highlight the relevance of biological INMs as part of the INP population in remote marine regions.
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引用次数: 0
Hydrogen Bond-Controlled Site-Selective C(sp3)-H Alkylation of Sulfonanilides.
IF 3.3 2区 化学 Q1 CHEMISTRY, ORGANIC Pub Date : 2025-03-07 Epub Date: 2025-02-27 DOI: 10.1021/acs.joc.5c00027
Hui Jiang, Kohei Sekine, Yoichiro Kuninobu

We successfully developed a decatungstate-catalyzed benzylic C(sp3)-H alkylation of sulfonanilides by utilizing the hydrogen bond between the sulfonamide group of the substrates and decatungstate photocatalysts. Using this catalytic system, site-selective C(sp3)-H alkylation was achieved at the benzylic position near the sulfonamide group.

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引用次数: 0
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