Pub Date : 2025-10-01DOI: 10.1021/acsearthspacechem.5c00175
Zhenli Lai, , , Zezhen Cheng, , , Nurun Nahar Lata, , , Susan Mathai, , , Matthew A. Marcus, , , Mauro Mazzola, , , Claudio Mazzoleni, , , Stefania Gilardoni, , and , Swarup China*,
The Arctic is rapidly warming, and aerosols play an increasingly important role by scattering and absorbing sunlight and by participating in cloud formation. Their optical and cloud-forming properties depend on the mixing state and chemical composition, but observations of these features remain limited. This study comprehensively characterizes 25,254 individual particles collected at Ny-Ålesund, Svalbard (November −December 2020), using microspectroscopy techniques to investigate their size, morphology, mixing state, and chemical composition. Fresh sea salt aerosols (SSA) were identified as the most abundant (∼85%), of the total observed aerosol population, with potential sources from sea spray and blowing snow. Air masses originating from the Arctic Ocean surrounding Svalbard likely contribute to increased concentrations of sub-micrometer “Fresh SSA” particles. “Aged SSA” particles (7.4%) are enriched in sulfur and nitrogen, compared to “Fresh SSA”. These elevated ratios may result from various atmospheric aging processes including the uptake of sulfuric and nitric acids. Our results suggest that aged SSA, with sizes larger than 300 nm, likely underwent chlorine depletion by sulfuric and nitric acids during transport. Additionally, elemental analysis reveals that both fresh and aged SSA can mix with dust particles, regardless of the SSA size (49.9% in sub-micrometer size and 50.1% in super-micrometer size, respectively). Dust particles are efficient ice-nucleating particles (INPs), and SSA is known to act as cloud condensation nuclei (CCN), and therefore, their mixtures may inherit both properties. The non-negligible number (4.4%) of SSA-dust mixtures underscores the importance of these particles as potential sources of CCN and INP in the Arctic atmosphere.
{"title":"Chemical Composition and Mixing State of Wintertime Aerosol from the European Arctic Site of Ny-Ålesund, Svalbard","authors":"Zhenli Lai, , , Zezhen Cheng, , , Nurun Nahar Lata, , , Susan Mathai, , , Matthew A. Marcus, , , Mauro Mazzola, , , Claudio Mazzoleni, , , Stefania Gilardoni, , and , Swarup China*, ","doi":"10.1021/acsearthspacechem.5c00175","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00175","url":null,"abstract":"<p >The Arctic is rapidly warming, and aerosols play an increasingly important role by scattering and absorbing sunlight and by participating in cloud formation. Their optical and cloud-forming properties depend on the mixing state and chemical composition, but observations of these features remain limited. This study comprehensively characterizes 25,254 individual particles collected at Ny-Ålesund, Svalbard (November −December 2020), using microspectroscopy techniques to investigate their size, morphology, mixing state, and chemical composition. Fresh sea salt aerosols (SSA) were identified as the most abundant (∼85%), of the total observed aerosol population, with potential sources from sea spray and blowing snow. Air masses originating from the Arctic Ocean surrounding Svalbard likely contribute to increased concentrations of sub-micrometer “Fresh SSA” particles. “Aged SSA” particles (7.4%) are enriched in sulfur and nitrogen, compared to “Fresh SSA”. These elevated ratios may result from various atmospheric aging processes including the uptake of sulfuric and nitric acids. Our results suggest that aged SSA, with sizes larger than 300 nm, likely underwent chlorine depletion by sulfuric and nitric acids during transport. Additionally, elemental analysis reveals that both fresh and aged SSA can mix with dust particles, regardless of the SSA size (49.9% in sub-micrometer size and 50.1% in super-micrometer size, respectively). Dust particles are efficient ice-nucleating particles (INPs), and SSA is known to act as cloud condensation nuclei (CCN), and therefore, their mixtures may inherit both properties. The non-negligible number (4.4%) of SSA-dust mixtures underscores the importance of these particles as potential sources of CCN and INP in the Arctic atmosphere.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 11","pages":"2607–2620"},"PeriodicalIF":2.9,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145546414","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}
Pub Date : 2025-09-30DOI: 10.1021/acsearthspacechem.5c00196
Reggie L. Hudson*, , , Yukiko Y. Yarnall, , and , Christopher K. Materese,
The infrared band strengths of D2O and H2O ices have been calculated from new spectra at 10, 70, and 155 K. In contrast to nearly all previous work, integration ranges are provided and close attention has been paid to the use of multiple ice samples and Beer’s Law (Beer–Lambert) plots to support the claim of a linear trend of band intensity with ice thickness. Optical constants have been calculated as averages from the results of multiple measurements, in what again seems to be the first such approach for water ices. A 200% discrepancy in H2O optical constants in the literature is addressed and a resolution suggested. The new infrared intensity results for D2O-ice are the first in many years and are compared to previous work from almost a half-century ago. The same new results are used to estimate the intensity of the O–D stretching mode of HDO in ices at 10 K, without the need for warming to higher temperatures. The new estimate can be used for calculating HDO abundances from ice observations made with the James Webb Space Telescope.
用10、70和155 K的新光谱计算了D2O和H2O冰的红外波段强度。与几乎所有以前的工作相比,本文提供了积分范围,并密切关注使用多个冰样品和Beer’s Law (Beer - lambert)图来支持波段强度随冰厚度呈线性趋势的说法。光学常数被计算为多次测量结果的平均值,这似乎是第一次用这种方法计算水冰。指出了文献中H2O光学常数存在200%的差异,并提出了解决方法。d20 -冰的新红外强度结果是多年来的第一次,并与近半个世纪前的工作进行了比较。同样的新结果被用来估计在10 K时冰中HDO的O-D拉伸模式的强度,而不需要加热到更高的温度。新的估计可以用来计算詹姆斯·韦伯太空望远镜观测到的冰的HDO丰度。
{"title":"Infrared Band Strengths and Optical Constants of D2O Ices, with New Measurements on H2O Ices and a Band-Strength Estimate for HDO","authors":"Reggie L. Hudson*, , , Yukiko Y. Yarnall, , and , Christopher K. Materese, ","doi":"10.1021/acsearthspacechem.5c00196","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00196","url":null,"abstract":"<p >The infrared band strengths of D<sub>2</sub>O and H<sub>2</sub>O ices have been calculated from new spectra at 10, 70, and 155 K. In contrast to nearly all previous work, integration ranges are provided and close attention has been paid to the use of multiple ice samples and Beer’s Law (Beer–Lambert) plots to support the claim of a linear trend of band intensity with ice thickness. Optical constants have been calculated as averages from the results of multiple measurements, in what again seems to be the first such approach for water ices. A 200% discrepancy in H<sub>2</sub>O optical constants in the literature is addressed and a resolution suggested. The new infrared intensity results for D<sub>2</sub>O-ice are the first in many years and are compared to previous work from almost a half-century ago. The same new results are used to estimate the intensity of the O–D stretching mode of HDO in ices at 10 K, without the need for warming to higher temperatures. The new estimate can be used for calculating HDO abundances from ice observations made with the James Webb Space Telescope.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2455–2465"},"PeriodicalIF":2.9,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311871","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}
The Tatun Volcano Group (TVG) in northern Taiwan, situated at the junction of the Philippine Sea and Eurasian plates, hosts an active hydrothermal system with significant implications for volcanic hazard and geothermal resource management. From January 2016 through October 2022, we conducted monthly monitoring of major dissolved ions, dissolved gases (CO2, H2S, SO2), and helium isotope ratios at the Da-you-keng (DYK) and Geng-zi-ping fumarolic fields. In addition, in 2019 and 2024 we sampled bubbling gases from 13 hot springs and ten groundwater wells across the TVG and adjacent regions, analyzing multispecies gas compositions and stable isotopes (3He/4He, δ13C, δ15N). High-density seismic data recorded 4550 microseismic events in 2020, nearly double the long-term average, enabling correlation of geochemical fluctuations with seismic unrest. We observed pronounced periodic variations in dissolved Cl–, SO42– and cations at the DYK, and complementary patterns of CO2 and H2S at both sites, reflecting episodic fluid recharge and redox shifts in the hydrothermal conduit system. Helium isotope ratios (corrected R/RA = 5.64–7.24) and CO2/3He−δ13C trends delineate mixing between mantle-derived and crustal sources, while N2–He–Ar systematics reveal sediment contributions modulated by major faults. Spatially, elevated 3He/4He ratios are clustered around the DYK, with values decreasing along fault-controlled pathways, indicating focused deep degassing. Periods of heightened seismicity coincide with gas-ratio anomalies (CO2/H2S and 3He/4He) and surges in magmatic helium, suggesting ascending deep fluids contribute to both degassing and earthquake generation. The integrated geochemical–seismic analysis underscores ongoing volcanic activity in the TVG and provides a framework for enhancing eruption forecasting and guiding sustainable geothermal exploitation.
{"title":"Temporal Evolution of Hydrothermal System in the Tatun Volcano Group: Insights into Potential Volcanic Activity","authors":"Ai-Ti Chen*, , , Hsiao-fen Lee*, , , Yuji Sano, , , Naoto Takahata, , , Takanori Kagoshima, , , Ya-chuan Lai, , , Li-Hung Lin, , , Cheng-Horng Lin, , and , Ching-Hua Lo, ","doi":"10.1021/acsearthspacechem.5c00233","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00233","url":null,"abstract":"<p >The Tatun Volcano Group (TVG) in northern Taiwan, situated at the junction of the Philippine Sea and Eurasian plates, hosts an active hydrothermal system with significant implications for volcanic hazard and geothermal resource management. From January 2016 through October 2022, we conducted monthly monitoring of major dissolved ions, dissolved gases (CO<sub>2</sub>, H<sub>2</sub>S, SO<sub>2</sub>), and helium isotope ratios at the Da-you-keng (DYK) and Geng-zi-ping fumarolic fields. In addition, in 2019 and 2024 we sampled bubbling gases from 13 hot springs and ten groundwater wells across the TVG and adjacent regions, analyzing multispecies gas compositions and stable isotopes (<sup>3</sup>He/<sup>4</sup>He, δ<sup>13</sup>C, δ<sup>15</sup>N). High-density seismic data recorded 4550 microseismic events in 2020, nearly double the long-term average, enabling correlation of geochemical fluctuations with seismic unrest. We observed pronounced periodic variations in dissolved Cl<sup>–</sup>, SO<sub>4</sub><sup>2–</sup> and cations at the DYK, and complementary patterns of CO<sub>2</sub> and H<sub>2</sub>S at both sites, reflecting episodic fluid recharge and redox shifts in the hydrothermal conduit system. Helium isotope ratios (corrected R/R<sub>A</sub> = 5.64–7.24) and CO<sub>2</sub>/<sup>3</sup>He−δ<sup>13</sup>C trends delineate mixing between mantle-derived and crustal sources, while N<sub>2</sub>–He–Ar systematics reveal sediment contributions modulated by major faults. Spatially, elevated <sup>3</sup>He/<sup>4</sup>He ratios are clustered around the DYK, with values decreasing along fault-controlled pathways, indicating focused deep degassing. Periods of heightened seismicity coincide with gas-ratio anomalies (CO<sub>2</sub>/H<sub>2</sub>S and <sup>3</sup>He/<sup>4</sup>He) and surges in magmatic helium, suggesting ascending deep fluids contribute to both degassing and earthquake generation. The integrated geochemical–seismic analysis underscores ongoing volcanic activity in the TVG and provides a framework for enhancing eruption forecasting and guiding sustainable geothermal exploitation.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2466–2483"},"PeriodicalIF":2.9,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsearthspacechem.5c00233","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-23DOI: 10.1021/acsearthspacechem.5c00151
A. R Aswini*, , , R. K Sumesh, , , B. S. Arun, , , E. A Resmi, , , Laurent Poulain, , , V. C Mobin Raj, , and , G. R Malavika,
Continental outflows from Southeast and East Asia significantly influence aerosol distribution over southern peninsular India during the winter period, when northeast air mass dominates over the region, impacting sensitive ecosystems that regulate regional climate and rainfall patterns. To study the composition of atmospheric aerosols and document signatures of anthropogenic influence over background atmospheric environments, PM10 and PM2.5 aerosol samples were collected from the High-Altitude Cloud Physics Observatory (HACPO; 1820 m above MSL) located at Munnar, a hill-station situated on the windward side of the southern Western Ghats. The collected samples were subjected to offline chemical analyses to estimate the different components of aerosols including water-soluble inorganic ions, water-soluble organic carbon (OC) (WSOC), OC, elemental carbon (EC), and light absorption characteristics of water-soluble brown carbon (WS-BrC) as well as morphology and elemental characterization. Results show that NH4+, SO42–, NO3–, K+, and EC, predominantly from anthropogenic sources, contributed to 45% of PM10 mass loading, with WS-BrC chromophores at 365 nm exhibiting increased abundance and enhanced absorbing capacity in winter, confirming the presence of pollutants influenced from northeastern continental transport. The PMF-identified sources showed distinct seasonal variability, with dust and secondary biogenic aerosols dominant in premonsoon and secondary inorganic aerosols and combustion-related sources prevailing in winter. The resolved source profiles exhibited strong similarity with previous regional studies, highlighting a consistent spatial pattern of long-range transported aged anthropogenic emissions across southern-peninsular India during the winter period, under the influence of northeast air-mass. Analysis of the surface morphology and elemental characterization of individual particles reveals that the particles exist in a mixed state, originating from both anthropogenic and natural sources, comprising carbonaceous components, mineral dust, and secondary-formed sulfate and nitrate. The findings from this study underscore the significant presence of anthropogenic aerosols over the pristine region of Western Ghats, comparable to that observed over other regions in peninsular India during the continental outflow period. Understanding the characteristics of these transported aerosols in this tropical hill station, which experiences relatively pristine atmospheric background conditions, can provide valuable insights into their impact on hygroscopic growth and cloud condensation nuclei activity within the existing aerosol system.
{"title":"Chemical and Morphological Characterization of Atmospheric Aerosols over the Southern Western Ghats: Impact of Long-Range Anthropogenic Transport on a Sensitive Ecosystem","authors":"A. R Aswini*, , , R. K Sumesh, , , B. S. Arun, , , E. A Resmi, , , Laurent Poulain, , , V. C Mobin Raj, , and , G. R Malavika, ","doi":"10.1021/acsearthspacechem.5c00151","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00151","url":null,"abstract":"<p >Continental outflows from Southeast and East Asia significantly influence aerosol distribution over southern peninsular India during the winter period, when northeast air mass dominates over the region, impacting sensitive ecosystems that regulate regional climate and rainfall patterns. To study the composition of atmospheric aerosols and document signatures of anthropogenic influence over background atmospheric environments, PM<sub>10</sub> and PM<sub>2.5</sub> aerosol samples were collected from the High-Altitude Cloud Physics Observatory (HACPO; 1820 m above MSL) located at Munnar, a hill-station situated on the windward side of the southern Western Ghats. The collected samples were subjected to offline chemical analyses to estimate the different components of aerosols including water-soluble inorganic ions, water-soluble organic carbon (OC) (WSOC), OC, elemental carbon (EC), and light absorption characteristics of water-soluble brown carbon (WS-BrC) as well as morphology and elemental characterization. Results show that NH<sub>4</sub><sup>+</sup>, SO<sub>4</sub><sup>2–</sup>, NO<sub>3</sub><sup>–</sup>, K<sup>+</sup>, and EC, predominantly from anthropogenic sources, contributed to 45% of PM<sub>10</sub> mass loading, with WS-BrC chromophores at 365 nm exhibiting increased abundance and enhanced absorbing capacity in winter, confirming the presence of pollutants influenced from northeastern continental transport. The PMF-identified sources showed distinct seasonal variability, with dust and secondary biogenic aerosols dominant in premonsoon and secondary inorganic aerosols and combustion-related sources prevailing in winter. The resolved source profiles exhibited strong similarity with previous regional studies, highlighting a consistent spatial pattern of long-range transported aged anthropogenic emissions across southern-peninsular India during the winter period, under the influence of northeast air-mass. Analysis of the surface morphology and elemental characterization of individual particles reveals that the particles exist in a mixed state, originating from both anthropogenic and natural sources, comprising carbonaceous components, mineral dust, and secondary-formed sulfate and nitrate. The findings from this study underscore the significant presence of anthropogenic aerosols over the pristine region of Western Ghats, comparable to that observed over other regions in peninsular India during the continental outflow period. Understanding the characteristics of these transported aerosols in this tropical hill station, which experiences relatively pristine atmospheric background conditions, can provide valuable insights into their impact on hygroscopic growth and cloud condensation nuclei activity within the existing aerosol system.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2426–2439"},"PeriodicalIF":2.9,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311836","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}
The Lanmuchang deposit in Guizhou, China, represents a unique Carlin-type system characterized by the concurrent enrichment of gold (Au), mercury (Hg), and thallium (Tl). This study integrated mineralogical and geochemical analyses to reveal the alteration processes, ore-forming conditions, and metallogenic mechanisms of the deposit. The results demonstrate that the ore-related alterations in the Lanmuchang deposit were dominated by silicification, decarbonation, argillization, and sulfidation. Gold mineralization occurred under low-temperature (200–230 °C), weakly acidic pH (∼4), and reducing conditions (log fs2 = –11.4, log fo2 = –35.3––39.5). Gold-bearing pyrite formation was jointly controlled by silicification, decarbonation, and sulfidation processes. Mercury mineralization occurred at 126–195 °C, weakly acidic to near-neutral pH (4.4–7.8), and variable fugacity (log fs2 = –15.1––5.6, log fo2 = –45––28.9). Cinnabar, as the primary Hg-bearing mineral, was likely precipitated during cooling and oxidation of hydrothermal fluid. Thallium mineralization occurred at lower temperatures (113–137 °C), neutral-alkaline pH (6.9–9.1), and lower fugacity conditions (log fs2 = –18.8––15.1, log fo2 <–42.2). Argillization processes (including kaolinization and illitization) potentially facilitated the mobilization of Tl, which was subsequently enriched in lorandite and pyrite under a weakly alkaline and reducing environment. The systematic variations in alteration styles and ore-forming conditions of Au, Hg, and Tl mineralization are interpreted as the key controlling factors for their spatial association and separation patterns, providing new insights into multimetal enrichment in Carlin-type deposits.
{"title":"Metallogenesis of the Lanmuchang Gold–Mercury–Thallium Deposit, Guizhou, China: Insights from Alteration Styles and Geochemistry","authors":"Songtao Li, , , Zepeng Wang, , , Chengfu Yang, , , Junhai Li, , , Lulin Zheng, , , Bingqiang Zhang, , , Chong Xu, , , Liang Tang, , , Gaoyang Cui, , and , Jianzhong Liu*, ","doi":"10.1021/acsearthspacechem.5c00148","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00148","url":null,"abstract":"<p >The Lanmuchang deposit in Guizhou, China, represents a unique Carlin-type system characterized by the concurrent enrichment of gold (Au), mercury (Hg), and thallium (Tl). This study integrated mineralogical and geochemical analyses to reveal the alteration processes, ore-forming conditions, and metallogenic mechanisms of the deposit. The results demonstrate that the ore-related alterations in the Lanmuchang deposit were dominated by silicification, decarbonation, argillization, and sulfidation. Gold mineralization occurred under low-temperature (200–230 °C), weakly acidic pH (∼4), and reducing conditions (log <i>f</i>s<sub>2</sub> = –11.4, log <i>f</i>o<sub>2</sub> = –35.3––39.5). Gold-bearing pyrite formation was jointly controlled by silicification, decarbonation, and sulfidation processes. Mercury mineralization occurred at 126–195 °C, weakly acidic to near-neutral pH (4.4–7.8), and variable fugacity (log <i>f</i>s<sub>2</sub> = –15.1––5.6, log <i>f</i>o<sub>2</sub> = –45––28.9). Cinnabar, as the primary Hg-bearing mineral, was likely precipitated during cooling and oxidation of hydrothermal fluid. Thallium mineralization occurred at lower temperatures (113–137 °C), neutral-alkaline pH (6.9–9.1), and lower fugacity conditions (log <i>f</i>s<sub>2</sub> = –18.8––15.1, log <i>f</i>o<sub>2</sub> <–42.2). Argillization processes (including kaolinization and illitization) potentially facilitated the mobilization of Tl, which was subsequently enriched in lorandite and pyrite under a weakly alkaline and reducing environment. The systematic variations in alteration styles and ore-forming conditions of Au, Hg, and Tl mineralization are interpreted as the key controlling factors for their spatial association and separation patterns, providing new insights into multimetal enrichment in Carlin-type deposits.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 11","pages":"2531–2547"},"PeriodicalIF":2.9,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145546439","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}
Pub Date : 2025-09-19DOI: 10.1021/acsearthspacechem.5c00136
Deniz Soysal, , , Xabier García-Andrade, , , Laura E. Rodriguez, , , Pablo Sobron, , , Laura M. Barge, , and , Renaud Detry*,
Autonomous Raman instruments deployed on Mars rovers, deep-sea landers, and mobile field robots must interpret raw spectra that are distorted by fluorescence baselines, peak shifts, and limited ground-truth labels. Using rigorously documented subsets of the RRUFF mineral database, we systematically evaluate one-dimensional convolutional neural networks (CNNs) and report four practical advances: (i) Reproducible, baseline-independent classification: Compact end-to-end CNNs surpass k-nearest-neighbors and support-vector classifiers built on handcrafted peak features, eliminating background-correction and peak-picking stages. Unlike earlier work, we isolate the contribution of learned features and ensure full reproducibility by releasing all data splits and preprocessing scripts. (ii) Pooling controlled robustness: By adjusting a single pooling parameter, CNNs accommodate Raman shift displacements up to 30 cm–1, enabling a practical trade-off between translational invariance and class resolution, aligned with instrument stability and spectral variability. (iii) Label-efficient learning: Semisupervised generative adversarial networks and contrastive pretraining improve classification accuracy by up to 11% when only 10% of labels are available. While smaller than gains in vision tasks–due to Raman spectra’s lower complexity–these methods remain valuable for autonomous deployments with limited annotation. (iv) Constant time adaptation: Freezing the CNNs backbone and retraining only the softmax layer transfers the model to unseen minerals at inference cost, outperforming Siamese networks on resource-limited robotic processors. The resulting workflow–train directly on raw spectra, tune pooling to instrument tolerance, add semisupervision when labels are scarce, and fine-tune lightly for new targets–offers a practical path toward robust, low-footprint Raman classification in autonomous field settings.
{"title":"Reevaluating Convolutional Neural Networks for Spectral Analysis: A Focus on Raman Spectroscopy","authors":"Deniz Soysal, , , Xabier García-Andrade, , , Laura E. Rodriguez, , , Pablo Sobron, , , Laura M. Barge, , and , Renaud Detry*, ","doi":"10.1021/acsearthspacechem.5c00136","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00136","url":null,"abstract":"<p >Autonomous Raman instruments deployed on Mars rovers, deep-sea landers, and mobile field robots must interpret <i>raw</i> spectra that are distorted by fluorescence baselines, peak shifts, and limited ground-truth labels. Using rigorously documented subsets of the RRUFF mineral database, we systematically evaluate one-dimensional convolutional neural networks (CNNs) and report four practical advances: (i) Reproducible, baseline-independent classification: Compact end-to-end CNNs surpass <i>k</i>-nearest-neighbors and support-vector classifiers built on handcrafted peak features, eliminating background-correction and peak-picking stages. Unlike earlier work, we isolate the contribution of learned features and ensure full reproducibility by releasing all data splits and preprocessing scripts. (ii) Pooling controlled robustness: By adjusting a single pooling parameter, CNNs accommodate Raman shift displacements up to 30 cm<sup>–1</sup>, enabling a practical trade-off between translational invariance and class resolution, aligned with instrument stability and spectral variability. (iii) Label-efficient learning: Semisupervised generative adversarial networks and contrastive pretraining improve classification accuracy by up to 11% when only 10% of labels are available. While smaller than gains in vision tasks–due to Raman spectra’s lower complexity–these methods remain valuable for autonomous deployments with limited annotation. (iv) Constant time adaptation: Freezing the CNNs backbone and retraining only the softmax layer transfers the model to unseen minerals at <i></i><math><mi>O</mi><mrow><mo>(</mo><mn>1</mn><mo>)</mo></mrow></math> inference cost, outperforming Siamese networks on resource-limited robotic processors. The resulting workflow–<i>train directly on raw spectra, tune pooling to instrument tolerance, add semisupervision when labels are scarce, and fine-tune lightly for new targets</i>–offers a practical path toward robust, low-footprint Raman classification in autonomous field settings.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2395–2412"},"PeriodicalIF":2.9,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311898","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}
Pub Date : 2025-09-16DOI: 10.1021/acsearthspacechem.5c00056
Arno Lastes*, , , David V. Bekaert, , , Bouchaib Tibari, , , Alan M. Seltzer, , , Michael W. Broadley, , , Peter H. Barry, , and , Bernard Marty,
The source of volcanism in the Cameroon volcanic line remains unresolved. To better constrain the mantle components involved, we measure light noble gas (He–Ne–Ar) isotopes and, for the first time, heavy noble gas (Kr–Xe) isotopes in mantle-derived gases from São Tomé, using high-precision dynamic mass spectrometry (DMS). Our data show that the source of São Tomé volcanism is a plume-like mantle reservoir, which is enriched in 22Ne relative to nucleogenic 21Ne when compared to samples originating from the convecting upper mantle, as represented by Mid-Ocean Ridge Basalts (MORBs). In contrast, the isotopic compositions of helium and xenon appear similar to those of the MORB mantle. DMS analysis of Xe isotopes reveals that volcanic gases are affected by diffusive transport fractionation in the subsurface, causing small enrichment in the light isotopes (e.g., 128Xe). After correction for this secondary fractionation, we observe a slight, yet discernible, 136Xe excess relative to the MORB mantle, attributable to spontaneous fission of 238U. We hypothesize that this excess fissiogenic Xe may arise from the 238U associated with recycled crustal component(s) in the São Tomé mantle source, potentially related to the influence of the HIMU-type mantle. The consistent 129Xe/136Xe (relative to air) observed in both MORB and plume-influenced mantle components is difficult to reconcile with the commonly accepted view that 136Xe excesses originate from two distinct sources─238U and 244Pu fission, respectively─in these separate mantle reservoirs. Further investigation is needed to determine whether the apparent homogeneity in 129Xe/136Xe excess across the mantle, which contrasts with the distinct sources and evolutionary histories of other volatile elements (e.g., He, Ne, and N2), is coincidental or indicative of an underlying process.
喀麦隆火山线的火山活动来源仍未得到解决。为了更好地约束所涉及的地幔成分,我们使用高精度动态质谱(DMS)测量了 o tom地幔衍生气体中的轻稀有气体(He-Ne-Ar)同位素,并首次测量了重稀有气体(Kr-Xe)同位素。结果表明, o tom火山作用源为羽状地幔储层,相对于以洋中脊玄武岩(MORBs)为代表的对流上地幔样品,其22Ne相对于核源21Ne富集。相比之下,氦和氙的同位素组成与MORB地幔相似。Xe同位素的DMS分析表明,火山气体在地下受到扩散输运分馏的影响,导致轻同位素(如128Xe)少量富集。在对这一次级分异进行校正后,我们观察到相对于MORB地幔有轻微的、但可识别的136Xe过剩,这可归因于238U的自发裂变。我们推测这种过量的生裂性Xe可能来自于 o tom地幔源中与再循环地壳成分相关的238U,可能与himu型地幔的影响有关。在MORB和羽状影响的地幔组分中观测到的一致的129Xe/136Xe(相对于空气)很难与普遍接受的观点相一致,即136Xe过量分别来自两个不同的来源──分别是238U和244Pu裂变──在这些单独的地幔储层中。129Xe/136Xe的明显均匀性与其他挥发性元素(如He、Ne和N2)的不同来源和演化历史形成对比,需要进一步的研究来确定这是巧合还是表明了一个潜在的过程。
{"title":"Characterization of the HIMU Mantle Source from Noble Gas Isotopes in Volcanic Gas Emissions in São Tomé (Cameroon Volcanic Line)","authors":"Arno Lastes*, , , David V. Bekaert, , , Bouchaib Tibari, , , Alan M. Seltzer, , , Michael W. Broadley, , , Peter H. Barry, , and , Bernard Marty, ","doi":"10.1021/acsearthspacechem.5c00056","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00056","url":null,"abstract":"<p >The source of volcanism in the Cameroon volcanic line remains unresolved. To better constrain the mantle components involved, we measure light noble gas (He–Ne–Ar) isotopes and, for the first time, heavy noble gas (Kr–Xe) isotopes in mantle-derived gases from São Tomé, using high-precision dynamic mass spectrometry (DMS). Our data show that the source of São Tomé volcanism is a plume-like mantle reservoir, which is enriched in <sup>22</sup>Ne relative to nucleogenic <sup>21</sup>Ne when compared to samples originating from the convecting upper mantle, as represented by Mid-Ocean Ridge Basalts (MORBs). In contrast, the isotopic compositions of helium and xenon appear similar to those of the MORB mantle. DMS analysis of Xe isotopes reveals that volcanic gases are affected by diffusive transport fractionation in the subsurface, causing small enrichment in the light isotopes (e.g., <sup>128</sup>Xe). After correction for this secondary fractionation, we observe a slight, yet discernible, <sup>136</sup>Xe excess relative to the MORB mantle, attributable to spontaneous fission of <sup>238</sup>U. We hypothesize that this excess fissiogenic Xe may arise from the <sup>238</sup>U associated with recycled crustal component(s) in the São Tomé mantle source, potentially related to the influence of the HIMU-type mantle. The consistent <sup>129</sup>Xe/<sup>136</sup>Xe (relative to air) observed in both MORB and plume-influenced mantle components is difficult to reconcile with the commonly accepted view that <sup>136</sup>Xe excesses originate from two distinct sources─<sup>238</sup>U and <sup>244</sup>Pu fission, respectively─in these separate mantle reservoirs. Further investigation is needed to determine whether the apparent homogeneity in <sup>129</sup>Xe/<sup>136</sup>Xe excess across the mantle, which contrasts with the distinct sources and evolutionary histories of other volatile elements (e.g., He, Ne, and N<sub>2</sub>), is coincidental or indicative of an underlying process.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2375–2387"},"PeriodicalIF":2.9,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsearthspacechem.5c00056","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-11DOI: 10.1021/acsearthspacechem.5c00124
T. Shay, , , K. Hinrichs*, , , S.G. Pavlov, , , N. Stojanovic, , , I. Weber, , , A. Morlok, , and , M. Gensch*,
Nanospectroscopic investigations of the mineralogical composition of materials returned via sample-return missions are crucial for our understanding of the origin and evolution of planetary objects in our Solar System. Here, we show that the emerging technique of photothermal polarimetric nanoscopy, a variant of atomic force microscopy-based infrared spectroscopy, enables one to derive infrared fingerprint spectra of minerals noninvasively on the nanoscale. Besides the spatially resolved identification of specific minerals and mineral phases, the evaluation of the polarization dependence of the photoinduced nanomechanical response, in combination with optical reference data, may allow the deduction of valuable structural information on individual nanocrystallites or grains embedded in solid matrices.
{"title":"Photothermal Polarimetric Nanoscopy: An Emerging Technique for Fingerprinting Minerals of Extraterrestrial Origin","authors":"T. Shay, , , K. Hinrichs*, , , S.G. Pavlov, , , N. Stojanovic, , , I. Weber, , , A. Morlok, , and , M. Gensch*, ","doi":"10.1021/acsearthspacechem.5c00124","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00124","url":null,"abstract":"<p >Nanospectroscopic investigations of the mineralogical composition of materials returned via sample-return missions are crucial for our understanding of the origin and evolution of planetary objects in our Solar System. Here, we show that the emerging technique of photothermal polarimetric nanoscopy, a variant of atomic force microscopy-based infrared spectroscopy, enables one to derive infrared fingerprint spectra of minerals noninvasively on the nanoscale. Besides the spatially resolved identification of specific minerals and mineral phases, the evaluation of the polarization dependence of the photoinduced nanomechanical response, in combination with optical reference data, may allow the deduction of valuable structural information on individual nanocrystallites or grains embedded in solid matrices.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 10","pages":"2388–2394"},"PeriodicalIF":2.9,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsearthspacechem.5c00124","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145311863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The 182Hf–182W system is a powerful isotopic tracer for exploring the early evolution of the Earth and other celestial bodies. However, high-precision 182W/184W ratio measurements remain challenging due to low W abundances and subtle isotopic variations in terrestrial samples. Here, an optimized digestion method and refined chemical separation protocols for silicate samples were developed, achieving a total W recovery of ∼90% for mafic rocks with an improved processing efficiency. Subsequently, a Nu Sapphire multicollector inductively coupled plasma mass spectrometer (MC–ICP–MS) was first successfully employed to analyze 182W/184W ratios. This method was optimized for samples with low W abundances of 25 ng g–1, yet achieved intermediate measurement precision comparable to previous studies that typically analyzed samples with 50 ng g–1 W. Our results demonstrate that the Alfa Aesar W standard solution, geological standards JB-3 and BHVO-2, as well as two tonalite–trondhjemite–granodiorite samples yield consistent μ182W values with published values within uncertainty. The results support the capability of our method to detect subtle deviations in W isotopic ratios in terrestrial samples. Additionally, μ182W values for a suite of geological standards, ranging from felsic to mafic compositions, were first reported. These newly reported data expand the global geochemical database and provide valuable references for future studies of tungsten isotope studies.
182Hf-182W系统是一个强大的同位素示踪器,用于探索地球和其他天体的早期演化。然而,由于陆地样品中W丰度低且同位素变化微妙,高精度182W/184W比值测量仍然具有挑战性。在这里,开发了一种优化的消化方法和精细的硅酸盐样品化学分离方案,使基性岩石的W总回收率达到~ 90%,并提高了处理效率。随后,Nu Sapphire多收集器电感耦合等离子体质谱仪(MC-ICP-MS)首次成功用于分析182W/184W比率。该方法针对低W丰度为25 ng g-1的样品进行了优化,但其测量精度与之前通常分析50 ng g-1 W样品的研究相当。结果表明,Alfa Aesar W标准溶液、地质标准JB-3和BHVO-2以及两种闪长岩-长闪长岩-花岗闪长岩样品的μ182W值与已公布的值在不确定度内一致。结果支持我们的方法能够检测到地球样品中W同位素比率的细微偏差。此外,还首次报道了从长英质到基性组成的一套地质标准的μ182W值。这些新报道的数据扩充了全球地球化学数据库,为今后钨同位素的研究提供了有价值的参考。
{"title":"High-Precision Isotopic Measurement for 182W/184W Using Nu Sapphire MC–ICP–MS","authors":"Jingjun Zhou, , , Fengqi Zhang, , , Jia Liu*, , , Qiang Ma, , , Chuanwei Zhu, , , Xiping Wei, , , Kai Yang, , , Qiwen Ying, , , Xiaoyan Gu, , , Qunke Xia, , and , Hongfu Zhang, ","doi":"10.1021/acsearthspacechem.5c00147","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00147","url":null,"abstract":"<p >The <sup>182</sup>Hf–<sup>182</sup>W system is a powerful isotopic tracer for exploring the early evolution of the Earth and other celestial bodies. However, high-precision <sup>182</sup>W/<sup>184</sup>W ratio measurements remain challenging due to low W abundances and subtle isotopic variations in terrestrial samples. Here, an optimized digestion method and refined chemical separation protocols for silicate samples were developed, achieving a total W recovery of ∼90% for mafic rocks with an improved processing efficiency. Subsequently, a Nu Sapphire multicollector inductively coupled plasma mass spectrometer (MC–ICP–MS) was first successfully employed to analyze <sup>182</sup>W/<sup>184</sup>W ratios. This method was optimized for samples with low W abundances of 25 ng g<sup>–1</sup>, yet achieved intermediate measurement precision comparable to previous studies that typically analyzed samples with 50 ng g<sup>–1</sup> W. Our results demonstrate that the Alfa Aesar W standard solution, geological standards JB-3 and BHVO-2, as well as two tonalite–trondhjemite–granodiorite samples yield consistent μ<sup>182</sup>W values with published values within uncertainty. The results support the capability of our method to detect subtle deviations in W isotopic ratios in terrestrial samples. Additionally, μ<sup>182</sup>W values for a suite of geological standards, ranging from felsic to mafic compositions, were first reported. These newly reported data expand the global geochemical database and provide valuable references for future studies of tungsten isotope studies.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 12","pages":"2762–2770"},"PeriodicalIF":2.9,"publicationDate":"2025-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145771756","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}
Pub Date : 2025-09-03DOI: 10.1021/acsearthspacechem.5c00139
Rajorshi Chattopadhyay*, and , Sandro Jahn,
Electrical conductivity measurements of subsurface geochemical systems are used to detect the presence of aqueous fluids that drive chemical reactions in the Earth’s crust and mantle. Experiments on NaCl solutions show that their electrical conductivities (σ) have a non-monotonic dependence on pressure and temperature. In this paper, we study this important property based on an atomic-scale simulation approach. We perform molecular dynamics (MD) simulations of 1.05 mol/kg NaCl solutions along 473 K, 673 and 1073 K isotherms at pressures from 0.1 to 5 GPa. Two different interaction models are used for our MD simulations: ReaxFF, a many-body dissociative force field, and SPC/E, a two-body rigid force field. The simulations suggest that the non-monotonic behavior of the electrical conductivity is caused by a complex interplay between ion self-diffusion and ion pairing. Both models differ in their predictions. Electrical conductivity in the ReaxFF simulations is influenced by both ion self-diffusion and ion pairing at all the studied conditions, whereas the conductivity from the SPC/E model is completely diffusion-driven at low temperatures, with ion pairing effects observed at higher temperatures. We find that the absolute values of σ obtained from MD simulations are largely consistent with the experimental data up to about 1 GPa, but the surprisingly large increase of σ with temperature at higher pressures reported recently could not be reproduced.
{"title":"Molecular Dynamics Simulations of Electrical Conductivity of NaCl Solutions at High Temperatures and Pressures","authors":"Rajorshi Chattopadhyay*, and , Sandro Jahn, ","doi":"10.1021/acsearthspacechem.5c00139","DOIUrl":"https://doi.org/10.1021/acsearthspacechem.5c00139","url":null,"abstract":"<p >Electrical conductivity measurements of subsurface geochemical systems are used to detect the presence of aqueous fluids that drive chemical reactions in the Earth’s crust and mantle. Experiments on NaCl solutions show that their electrical conductivities (<i>σ</i>) have a non-monotonic dependence on pressure and temperature. In this paper, we study this important property based on an atomic-scale simulation approach. We perform molecular dynamics (MD) simulations of 1.05 mol/kg NaCl solutions along 473 K, 673 and 1073 K isotherms at pressures from 0.1 to 5 GPa. Two different interaction models are used for our MD simulations: ReaxFF, a many-body dissociative force field, and SPC/E, a two-body rigid force field. The simulations suggest that the non-monotonic behavior of the electrical conductivity is caused by a complex interplay between ion self-diffusion and ion pairing. Both models differ in their predictions. Electrical conductivity in the ReaxFF simulations is influenced by both ion self-diffusion and ion pairing at all the studied conditions, whereas the conductivity from the SPC/E model is completely diffusion-driven at low temperatures, with ion pairing effects observed at higher temperatures. We find that the absolute values of <i>σ</i> obtained from MD simulations are largely consistent with the experimental data up to about 1 GPa, but the surprisingly large increase of <i>σ</i> with temperature at higher pressures reported recently could not be reproduced.</p>","PeriodicalId":15,"journal":{"name":"ACS Earth and Space Chemistry","volume":"9 9","pages":"2313–2323"},"PeriodicalIF":2.9,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsearthspacechem.5c00139","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145094290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}