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22 pages, 825 KiB  
Review
Research on the Emission of Biogenic Volatile Organic Compounds from Terrestrial Vegetation
by Dingyi Pei, Anzhi Wang, Lidu Shen and Jiabing Wu
Atmosphere 2025, 16(7), 885; https://doi.org/10.3390/atmos16070885 - 19 Jul 2025
Viewed by 486
Abstract
Biogenic volatile organic compounds (BVOCs) are low-boiling-point compounds commonly synthesized by secondary metabolic pathways in plants. As key precursors of ozone (O3) and secondary organic aerosols (SOA), BVOCs play a critical role in ecosystem-atmosphere interactions. However, their emission from both marine [...] Read more.
Biogenic volatile organic compounds (BVOCs) are low-boiling-point compounds commonly synthesized by secondary metabolic pathways in plants. As key precursors of ozone (O3) and secondary organic aerosols (SOA), BVOCs play a critical role in ecosystem-atmosphere interactions. However, their emission from both marine and terrestrial ecosystems, as well as their association with climate and the environment, remain poorly characterized. In light of recent advances in BVOC research, including the establishment of emission inventories, identification of driving factors, and evaluation of ecological and environmental impacts, this study reviews the latest advancements in the field. The findings underscore that the carbon losses via BVOC emission should not be overlooked when estimating the terrestrial carbon balance. Additionally, more work needs to be conducted to quantify the emission factors of specific tree species and to establish links between BVOC emission and climate or environment change. This study contributes to a deeper understanding of vegetation ecology and its environmental functions. Full article
(This article belongs to the Special Issue Atmospheric Particulate Matter: Origin, Sources, and Composition)
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19 pages, 2905 KiB  
Article
Temperature Regulates BVOCs-Induced O3 Formation Potential Across Various Vegetation Types in the Sichuan Basin, China
by Qi Zhang, Zhanpeng Xue, Lin Yi, Jiayuan Wang and Enqin Liu
Forests 2025, 16(7), 1091; https://doi.org/10.3390/f16071091 - 1 Jul 2025
Viewed by 313
Abstract
Ground-level ozone (O3) pollution is a problem when managing air quality in China, and biogenic volatile organic compounds (BVOCs) are key precursors of O3 formation. Vegetation type and temperature influence BVOC emissions, yet the differences in emissions across vegetation types [...] Read more.
Ground-level ozone (O3) pollution is a problem when managing air quality in China, and biogenic volatile organic compounds (BVOCs) are key precursors of O3 formation. Vegetation type and temperature influence BVOC emissions, yet the differences in emissions across vegetation types and their temperature responses still exhibit significant uncertainties. This study was focused on the Sichuan Basin in China. It used the G95 model to develop a high-resolution BVOC emission inventory, allowing the analysis of emission characteristics for different vegetation types. The study also used a temperature sensitivity algorithm to assess how temperature changes affect BVOC emissions. The impact of these emissions on regional O3 formation potential (OFP) was then quantified using the OFP method. The results show significant differences in BVOC emissions across vegetation types. Forests at the basin edges (mixed, broad-leaved, and coniferous) have much higher emission intensity (10.5 t/km2) than agricultural areas in the center of the basin (0.15 t/km2). In terms of composition, monoterpenes (MON) mainly dominate mixed and coniferous forests (42.28% and 58.37%, respectively), while isoprene (ISOP) dominates broad-leaved forests (64.02%). The study found that temperature generally increases BVOC emissions, which vary by vegetation type. Broad-leaved forests have the highest temperature sensitivity (3.94%), much higher than agricultural vegetation (0.03%). BVOC emissions exhibit a seasonal pattern of “high in summer, low in winter” and a spatial pattern of “high at the edges, low at the center”. Temperature also influences emission intensity and composition, thus driving variations in the potential for O3 formation. Seasonally, different vegetation types show structural changes in OFP contribution. Broad-leaved forests, dominated by ISOP, show a significant increase in summer contribution (+8.0%), becoming the main source of O3 precursors. In contrast, mixed forests, dominated by MON, show a clear decrease in summer contribution (−6.3%). Full article
(This article belongs to the Section Forest Meteorology and Climate Change)
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17 pages, 1505 KiB  
Article
De Novo Terpenes Emitted from Juvenile Leaves of Eucalyptus globulus Labill. subsp. globulus
by Anthony J. Winters, Charles H. Hocart, Jörg-Peter Schnitzler, Ina Zimmer, Mark A. Adams, Heinz Rennenberg, Jürgen Kreuzwieser and Claudia Keitel
Molecules 2025, 30(10), 2234; https://doi.org/10.3390/molecules30102234 - 21 May 2025
Viewed by 427
Abstract
The contributions of de novo synthesis to terpene emissions from Eucalyptus globulus subsp. globulus were determined by fumigating branchlets with 13CO2 in a gas exchange system. Of more than thirty-four terpenes emitted by this species, only four, i.e., isoprene, iso-valeraldehyde, cis [...] Read more.
The contributions of de novo synthesis to terpene emissions from Eucalyptus globulus subsp. globulus were determined by fumigating branchlets with 13CO2 in a gas exchange system. Of more than thirty-four terpenes emitted by this species, only four, i.e., isoprene, iso-valeraldehyde, cis-ocimene, and trans-caryophyllene, incorporated 13C into the terpene carbon skeleton during the ~5–6 h experiment. 13C incorporation into isoprene and iso-valeraldehyde reached a maximum of ca. 82% of the carbon skeleton, similar to cis-ocimene, with a maximum of 77% 13C incorporation after ~2.5 h exposure to 13CO2. Only ca. 20% of carbon was labelled in trans-caryophyllene after 5–6 h. the incorporation of 13C was observed only in compounds emitted from leaves, and was not detected in either individual oil glands or in bulk leaf tissue. The results suggest the de novo synthesis of some terpenes (isoprene, cis-ocimene, trans-caryophyllene, and iso-valeraldehyde) and their emission is independent of emissions of terpenes stored in oil glands. Full article
(This article belongs to the Section Chemical Biology)
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29 pages, 7236 KiB  
Article
Leveraging Land Cover Priors for Isoprene Emission Super-Resolution
by Christopher Ummerle, Antonio Giganti, Sara Mandelli, Paolo Bestagini and Stefano Tubaro
Remote Sens. 2025, 17(10), 1715; https://doi.org/10.3390/rs17101715 - 14 May 2025
Cited by 1 | Viewed by 540
Abstract
Satellite remote sensing plays a crucial role in monitoring Earth’s ecosystems, yet satellite-derived data often suffer from limited spatial resolution, restricting the availability of accurate and precise data for atmospheric modeling and climate research. Errors and biases may also be introduced into applications [...] Read more.
Satellite remote sensing plays a crucial role in monitoring Earth’s ecosystems, yet satellite-derived data often suffer from limited spatial resolution, restricting the availability of accurate and precise data for atmospheric modeling and climate research. Errors and biases may also be introduced into applications due to the use of data with insufficient spatial and temporal resolution. In this work, we propose a deep learning-based Super-Resolution (SR) framework that leverages land cover information to enhance the spatial accuracy of Biogenic Volatile Organic Compound (BVOC) emissions, with a particular focus on isoprene. Our approach integrates land cover priors as emission drivers, capturing spatial patterns more effectively than traditional methods. We evaluate the model’s performance across various climate conditions and analyze statistical correlations between isoprene emissions and key environmental information such as cropland and tree cover data. Additionally, we assess the generalization capabilities of our SR model by applying it to unseen climate zones and geographical regions. Experimental results demonstrate that incorporating land cover data significantly improves emission SR accuracy, particularly in heterogeneous landscapes. This study contributes to atmospheric chemistry and climate modeling by providing a cost-effective, data-driven approach to refining BVOC emission maps. The proposed method enhances the usability of satellite-based emissions data, supporting applications in air quality forecasting, climate impact assessments, and environmental studies. Full article
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35 pages, 5171 KiB  
Review
A Review of Biogenic Volatile Organic Compounds from Plants: Research Progress and Future Prospects
by Rongrong Luo, Xiaoxiu Lun, Rui Gao, Le Wang, Yuan Yang, Xingqian Su, Md Habibullah-Al-Mamun, Xiaohang Xu, Hong Li and Jinjuan Li
Toxics 2025, 13(5), 364; https://doi.org/10.3390/toxics13050364 - 30 Apr 2025
Cited by 2 | Viewed by 1911
Abstract
Biogenic volatile organic compounds (BVOCs) emitted by plants contribute to secondary air pollution through photochemical reactions in sunlight. Due to the influence of multiple factors, accurately characterizing and quantifying the emission of BVOCs from plant sources is challenging, which poses significant obstacles to [...] Read more.
Biogenic volatile organic compounds (BVOCs) emitted by plants contribute to secondary air pollution through photochemical reactions in sunlight. Due to the influence of multiple factors, accurately characterizing and quantifying the emission of BVOCs from plant sources is challenging, which poses significant obstacles to the effective management and control of BVOCs. Therefore, this paper summarizes the emission mechanisms of BVOCs from plants, explores the primary factors influencing variations in the emission rates of these compounds, and evaluates the advantages and limitations of contemporary “measurement-modeling” methods for characterizing BVOC emissions. It is concluded that current measurement techniques still need to be further developed to meet the criteria of simplicity, affordability, and high precision simultaneously, and in terms of modeling and prediction studies, there is a lack of in-depth research on the atmospheric chemistry of BVOCs and the synergistic effects of multiple factors. Finally, it is suggested to leverage interdisciplinary strengths to develop advanced measurement technologies and high-resolution models for monitoring volatile compounds. Additionally, strategically selecting low-BVOC tree species in pollution-vulnerable urban areas—contingent on rigorous ecological assessments—combined with stringent controls on anthropogenic precursors (e.g., anthropogenic volatile organic compounds (AVOCs)) could serve as a complementary measure to mitigate secondary pollution. Full article
(This article belongs to the Special Issue Source and Components Analysis of Aerosols in Air Pollution)
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12 pages, 2794 KiB  
Article
The Dual Role of Urban Vegetation: Trade-Offs Between Thermal Regulation and Biogenic Volatile Organic Compound Emissions
by Wen Dong, Danping Ma, Song Lin, Shen Ye, Suwen Wang, Li Shen, Dan Chen, Yingying Qiu, Bo Yang, Tianliang Cheng, Jing Zhang, Jian Chen and Yuan Ren
Atmosphere 2025, 16(4), 385; https://doi.org/10.3390/atmos16040385 - 27 Mar 2025
Viewed by 506
Abstract
Under the dual pressures of global warming and accelerated urbanization, urban green spaces (UGS) serve as crucial yet paradoxical elements, alleviating urban heat island (UHI) effects while emitting biogenic volatile organic compounds (BVOCs) that exacerbate air pollution; however, their spatial trade-offs remain underexplored. [...] Read more.
Under the dual pressures of global warming and accelerated urbanization, urban green spaces (UGS) serve as crucial yet paradoxical elements, alleviating urban heat island (UHI) effects while emitting biogenic volatile organic compounds (BVOCs) that exacerbate air pollution; however, their spatial trade-offs remain underexplored. This study bridges this gap by developing an Urban Heat Mitigation Index (HMI) and a BVOC flux accounting framework integrating remote sensing and field observations. The results showed that (1) the cooling effect exhibits significant spatial heterogeneity, with continuous green networks around West Lake and along the Qiantang River forming efficient cooling corridors (HMI > 0.75), while fragmented green spaces in northeastern areas show weaker cooling effects (HMI < 0.35); (2) BVOC emission intensity displays a “high suburbs-low centers” pattern, with suburban areas emitting 1.9–2.3 times more BVOCs than urban centers, while BVOC-induced PM2.5 (0.02–0.05 μg m−3) and O3 (12–33 μg m−3) concentrations in city centers still pose significant health risks; (3) spatial analysis reveals a weak positive correlation between HMI and BVOC emissions (Moran’s I = 0.096, p < 0.05), with four distinct coupling patterns identified: “high cooling-low emissions” (17.5% of area), “low cooling-high emissions” (1.1%), “high cooling-high emissions” (18.7%), and “low cooling-low emissions” (3.9%). This study provides quantitative evidence for optimizing UGS layouts to balance ecological benefits and environmental risks, emphasizing the importance of vegetation screening and spatial allocation in sustainable urban planning. Full article
(This article belongs to the Special Issue Urban Heat Islands, Global Warming and Effects)
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19 pages, 7516 KiB  
Article
An Investigation of Benzene, Toluene, Ethylbenzene, m,p-xylene; Biogenic Volatile Organic Compounds; and Carbonyl Compounds in Chiang Mai’s Atmosphere and Estimation of Their Emission Sources During the Episode Period
by Da-Hyun Baek, Ye-Bin Seo, Jun-Su Gil, Mee-Hye Lee, Ji-Seon Lee, Gang-Woong Lee, Duangduean Thepnuan, In-Young Choi, Sang-Woo Lee, Trieu-Vuong Dinh and Jo-Chun Kim
Atmosphere 2025, 16(3), 342; https://doi.org/10.3390/atmos16030342 - 18 Mar 2025
Cited by 1 | Viewed by 686
Abstract
Air pollution in Chiang Mai during the dry winter season is extremely severe. During this period, high levels of fine particles are primarily generated by open biomass burning in Thailand and neighboring countries. In this study, ambient VOC(Volatile Organic Compounds) samples were collected [...] Read more.
Air pollution in Chiang Mai during the dry winter season is extremely severe. During this period, high levels of fine particles are primarily generated by open biomass burning in Thailand and neighboring countries. In this study, ambient VOC(Volatile Organic Compounds) samples were collected using an adsorbent tube from 13 March to 26 March 2024, with careful consideration of sampling uncertainties to ensure data reliability. Furthermore, while interannual variability exists, the findings reflect atmospheric conditions during this specific period, allowing for an in-depth VOC assessment. A comprehensive approach to VOCs was undertaken, including benzene, toluene, ethylbenzene, m,p-xylene (BTEX); biogenic volatile organic compounds (BVOCs); and carbonyl compounds. Regression analysis was performed to analyze the correlation between isoprene concentrations and wind direction. The results showed a significant variation in isoprene levels, indicating their high concentrations due to biomass burning originating from northern areas of Chiang Mai. The emission sources of BTEX and carbonyl compounds were inferred through their ratio analysis. Additionally, correlation analyses between PM2.5, BTEX, and carbonyl compounds were conducted to identify common emission pathways. The ratio of BTEX among compounds suggested that long-range pollutant transport contributed more significantly than local traffic emissions. Carbonyl compounds were higher during the episode period, which was likely due to local photochemical reactions and biological contributions. Previous studies in Chiang Mai have primarily focused on PM2.5, whereas this study examined individual VOC species, their temporal trends, and their interrelationships to identify emission sources. Full article
(This article belongs to the Section Air Quality)
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40 pages, 4884 KiB  
Article
Impacts of Mechanical Injury on Volatile Emission Rate and Composition in 45 Subtropical Woody Broad-Leaved Storage and Non-Storage Emitters
by Yali Yuan, Yimiao Mao, Hao Yuan, Ming Guo, Guomo Zhou, Ülo Niinemets and Zhihong Sun
Plants 2025, 14(5), 821; https://doi.org/10.3390/plants14050821 - 6 Mar 2025
Viewed by 678
Abstract
Biogenic volatile organic compounds (BVOCs) significantly impact air quality and climate. Mechanical injury is a common stressor affecting plants in both natural and urban environments, and it has potentially large influences on BVOC emissions. However, the interspecific variability in wounding-induced BVOC emissions remains [...] Read more.
Biogenic volatile organic compounds (BVOCs) significantly impact air quality and climate. Mechanical injury is a common stressor affecting plants in both natural and urban environments, and it has potentially large influences on BVOC emissions. However, the interspecific variability in wounding-induced BVOC emissions remains poorly understood, particularly for subtropical trees and shrubs. In this study, we investigated the effects of controlled mechanical injury on isoprenoid and aromatic compound emissions in a taxonomically diverse set of 45 subtropical broad-leaved woody species, 26 species without and in 19 species with BVOC storage structures (oil glands, resin ducts and glandular trichomes for volatile compound storage). Emissions of light-weight non-stored isoprene and monoterpenes and aromatic compounds in non-storage species showed moderate and variable emission increases after mechanical injury, likely reflecting the wounding impacts on leaf physiology. In storage species, mechanical injury triggered a substantial release of monoterpenes and aromatic compounds due to the rupture of storage structures. Across species, the proportion of monoterpenes in total emissions increased from 40.9% to 85.4% after mechanical injury, with 32.2% of this increase attributed to newly released compounds not detected in emissions from intact leaves. Sesquiterpene emissions, in contrast, were generally low and decreased after mechanical injury. Furthermore, wounding responses varied among plant functional groups, with evergreen species and those adapted to high temperatures and shade exhibiting stronger damage-induced BVOC emissions than deciduous species and those adapted to dry or cold environments. These findings suggest that mechanical disturbances such as pruning can significantly enhance BVOC emissions in subtropical urban forests and should be considered when modeling BVOC fluxes in both natural and managed ecosystems. Further research is needed to elucidate the relationship between storage structure characteristics and BVOC emissions, as well as their broader ecological and atmospheric implications. Full article
(This article belongs to the Section Plant Physiology and Metabolism)
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23 pages, 6496 KiB  
Article
An Exploration of the Chemical Signals and Neural Pathways Driving the Attraction of Meloidogyne incognita and Caenorhabditis elegans to Favorable Bacteria
by Xunda Qin, Wuqin Wang, Chonglong Wei, Hao Cen, Liping Deng, Dandan Tan, Minghe Mo and Li Ma
Agronomy 2025, 15(3), 590; https://doi.org/10.3390/agronomy15030590 - 27 Feb 2025
Viewed by 570
Abstract
Root-knot nematodes (RKNs: Meloidogyne sp.) are among the most devastating plant pathogens. Their chemotaxis-driven host-seeking activity is critical for RKNs’ infection success. Using attractants derived from bacterial volatile organic compounds (BVOCs) to interrupt the host-seeking is promising for the management of RKNs. However, [...] Read more.
Root-knot nematodes (RKNs: Meloidogyne sp.) are among the most devastating plant pathogens. Their chemotaxis-driven host-seeking activity is critical for RKNs’ infection success. Using attractants derived from bacterial volatile organic compounds (BVOCs) to interrupt the host-seeking is promising for the management of RKNs. However, little is known about how BVOCs contribute to the attractiveness of RKNs. Here, we provide a first evaluation of the attractive potential of taxonomically diverse bacteria from different environments and assemble a previously unidentified repertoire of bi-attractive bacteria to M. incognita and Caenorhabditis elegans. We found that the attraction strength of the preferred bacteria to the nematodes was positively correlated with the abundance and amounts of ketones in the BVOC profiles. This suggested that ketones are key for BVOC-mediated attraction. In our behavioral experiments using ketone compounds, we provide evidence that the attractiveness of the nematodes to the preferred bacteria arises specifically from ketone odor cues, a phenomenon not reported previously. This study demonstrates for the first time that a specific ketone blend naturally occurring within the BVOC profiles from the preferred bacteria serves as a key odorant regulating their enhanced attraction toward the nematodes. We used genetic methods to show that the AWCON neurons are important for worms to sense the ketones derived from the preferred bacteria and drive attraction to these bacteria. Our study may serve as a platform for a better understanding of the chemical and neuronal basis for ketone-mediated bacteria–nematode interactions and the development of new BVOCs as attractants in RKNs’ management. Full article
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28 pages, 5688 KiB  
Article
Cutting-Edge Sensor Design: MIP Nanoparticle-Functionalized Nanofibers for Gas-Phase Detection of Limonene in Predictive Agriculture
by Fabricio Nicolàs Molinari, Marcello Marelli, Enrico Berretti, Simone Serrecchia, Roxana Elisabeth Coppola, Fabrizio De Cesare and Antonella Macagnano
Polymers 2025, 17(3), 326; https://doi.org/10.3390/polym17030326 - 25 Jan 2025
Cited by 2 | Viewed by 1495
Abstract
As population growth and climate change intensify pressures on agriculture, innovative strategies are vital for ensuring food security, optimizing resources, and protecting the environment. This study introduces a novel approach to predictive agriculture by utilizing the unique properties of terpenes, specifically S(-)-limonene, emitted [...] Read more.
As population growth and climate change intensify pressures on agriculture, innovative strategies are vital for ensuring food security, optimizing resources, and protecting the environment. This study introduces a novel approach to predictive agriculture by utilizing the unique properties of terpenes, specifically S(-)-limonene, emitted by plants under stress. Advanced sensors capable of detecting subtle limonene variations offer the potential for early stress diagnosis and precise crop interventions. This research marks a significant leap in sensor technology, introducing an innovative active sensing material that combines molecularly imprinted polymer (MIP) technology with electrospinning. S(-)-limonene-selective MIP nanoparticles, engineered using methacrylic acid (MAA) and ethylene glycol dimethacrylate (EGDMA), were synthesized with an average diameter of ~160 nm and integrated into polyvinylpyrrolidone (PVP) nanofibers reinforced with multiwall carbon nanotubes (MWCNTs). This design produced a conductive and highly responsive sensing layer. The sensor exhibited rapid stabilization (200 s), a detection limit (LOD) of 190 ppb, and a selectivity index of 73% against similar monoterpenes. Optimal performance was achieved at 55% relative humidity, highlighting environmental conditions’ importance. This pioneering use of polymeric MIP membranes in chemiresistive sensors for limonene detection opens new possibilities for monitoring VOCs, with applications in agricultural stress biomarkers, contaminant detection, and air quality monitoring, advancing precision agriculture and environmental protection. Full article
(This article belongs to the Special Issue New Advances in Molecularly Imprinted Polymer)
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16 pages, 2393 KiB  
Article
Chemical Diversity of Mediterranean Seagrasses Volatilome
by Salomé Coquin, Elena Ormeno, Vanina Pasqualini, Briac Monnier, Gérald Culioli, Caroline Lecareux, Catherine Fernandez and Amélie Saunier
Metabolites 2024, 14(12), 705; https://doi.org/10.3390/metabo14120705 - 14 Dec 2024
Cited by 4 | Viewed by 1123
Abstract
Background/Objectives: Biogenic volatile organic compounds (BVOCs), extensively studied in terrestrial plants with global emissions around 1 PgC yr−1, are also produced by marine organisms. However, benthic species, especially seagrasses, are understudied despite their global distribution (177,000–600,000 km2). This study [...] Read more.
Background/Objectives: Biogenic volatile organic compounds (BVOCs), extensively studied in terrestrial plants with global emissions around 1 PgC yr−1, are also produced by marine organisms. However, benthic species, especially seagrasses, are understudied despite their global distribution (177,000–600,000 km2). This study aims to examine BVOC emissions from key Mediterranean seagrass species (Cymodocea nodosa, Posidonia oceanica, Zostera noltei, and Zostera marina) in marine and coastal lagoon environments. Methods: BVOCs were collected using headspace solid-phase microextraction (HS-SPME) using divinylbenzene/carboxen/polydimethylsiloxane (DVB/CAR/PDMS) fibers and analyzed by gas chromatography–mass spectrometry (GC-MS). Results: An important chemical diversity was found with a total of 92 volatile compounds (61 for Z. noltei, 59 for C. nodosa, 55 for P. oceanica, and 51 for Z. marina), from different biosynthetic pathways (e.g., terpenoids, benzenoids, and fatty acid derivatives) and with several types of chemical functions (e.g., alkanes, esters, aldehydes, and ketones) or heteroatoms (e.g., sulfur). No differences in chemical richness or diversity of compounds were observed between species. The four species shared 29 compounds enabling us to establish a specific chemical footprint for Mediterranean marine plants, including compounds like benzaldehyde, benzeneacetaldehyde, 8-heptadecene, heneicosane, heptadecane, nonadecane, octadecane, pentadecane, tetradecane, and tridecanal. PLS-DA and Heatmap show that the four species presented significantly different chemical profiles. The major compounds per species in relative abundance were isopropyl myristate for C. nodosa (25.6%), DMS for P. oceanica (39.3%), pentadecane for Z. marina (42.9%), and heptadecane for Z. noltei (46%). Conclusions: These results highlight the potential of BVOCs’ emission from seagrass ecosystems and reveal species-specific chemical markers. Full article
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32 pages, 7202 KiB  
Article
Learn from Simulations, Adapt to Observations: Super-Resolution of Isoprene Emissions via Unpaired Domain Adaptation
by Antonio Giganti, Sara Mandelli, Paolo Bestagini and Stefano Tubaro
Remote Sens. 2024, 16(21), 3963; https://doi.org/10.3390/rs16213963 - 24 Oct 2024
Cited by 5 | Viewed by 8617
Abstract
Plants emit biogenic volatile organic compounds (BVOCs), such as isoprene, significantly influencing atmospheric chemistry and climate. BVOC emissions estimated from bottom-up (BU) approaches (derived from numerical simulations) usually exhibit denser and more detailed spatial information compared to those estimated through top-down (TD) approaches [...] Read more.
Plants emit biogenic volatile organic compounds (BVOCs), such as isoprene, significantly influencing atmospheric chemistry and climate. BVOC emissions estimated from bottom-up (BU) approaches (derived from numerical simulations) usually exhibit denser and more detailed spatial information compared to those estimated through top-down (TD) approaches (derived from satellite observations). Moreover, numerically simulated emissions are typically easier to obtain, even if they are less reliable than satellite acquisitions, which, being derived from actual measurements, are considered a more trustworthy instrument for performing chemistry and climate investigations. Given the coarseness and relative lack of satellite-derived measurements, fine-grained numerically simulated emissions could be exploited to enhance them. However, simulated (BU) and observed (TD) emissions usually differ regarding value range and spatiotemporal resolution. In this work, we present a novel deep learning (DL)-based approach to increase the spatial resolution of satellite-derived isoprene emissions, investigating the adoption of efficient domain adaptation (DA) techniques to bridge the gap between numerically simulated emissions and satellite-derived emissions, avoiding the need for retraining a specific super-resolution (SR) algorithm on them. For this, we propose a methodology based on the cycle generative adversarial network (CycleGAN) architecture, which has been extensively used for adapting natural images (like digital photographs) of different domains. In our work, we depart from the standard CycleGAN framework, proposing additional loss terms that allow for better DA and emissions’ SR. We extensively demonstrate the proposed method’s effectiveness and robustness in restoring fine-grained patterns of observed isoprene emissions. Moreover, we compare different setups and validate our approach using different emission inventories from both domains. Eventually, we show that the proposed DA strategy paves the way towards robust SR solutions even in the case of spatial resolution mismatch between the training and testing domains and in the case of unknown testing data. Full article
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13 pages, 1880 KiB  
Article
Screening Biogenic Volatile Organic Compounds from Common Portuguese Shrubs Using Headspace–Bar Adsorptive Microextraction (HS-BAµE)
by Jéssica S. R. F. Cerqueira and José M. F. Nogueira
Separations 2024, 11(9), 264; https://doi.org/10.3390/separations11090264 - 9 Sep 2024
Viewed by 1299
Abstract
In this study, headspace–bar adsorptive microextraction (HS-BAµE) combined with gas chromatography–mass spectrometry (GC-MS) was employed to screen the major biogenic volatile organic compounds (BVOCs) emitted by six different Portuguese shrub species (Erica scoparia L., Cistus ladanifer L., Cistus monspeliensis L., Lavandula stoechas [...] Read more.
In this study, headspace–bar adsorptive microextraction (HS-BAµE) combined with gas chromatography–mass spectrometry (GC-MS) was employed to screen the major biogenic volatile organic compounds (BVOCs) emitted by six different Portuguese shrub species (Erica scoparia L., Cistus ladanifer L., Cistus monspeliensis L., Lavandula stoechas L., Thymus villosus L., and Thymus camphoratus). The HS-BAµE/GC-MS methodology was developed, optimized, and validated using five common monoterpenoids (α-pinene, β-pinene, limonene, 1,8-cineole, and thymol) and one sesquiterpenoid (caryophyllene oxide). Under optimized experimental conditions (microextraction-sorbent phase: activated carbon (CN1), 3 h (35 °C); back-extraction: n-C6 (1 h)), good efficiencies (>45%), low analytical thresholds (5.0–15.0 µg/L) and suitable linear dynamic ranges (20.0–120.0 µg/L, r2 > 0.9872) were achieved, as well as acceptable intra and inter-day precisions (RSD ≤ 30.1%). Benchmarking the proposed methodology, HS-BAµE(CN1), against the reference methodology, HS-SPME(PDMS/DVB), revealed comparable analytical responses and demonstrated excellent reproducibility. Among the six shrub species studied, Thymus camphoratus exhibited the highest emissions of BVOCs from its leaves, notably, 1,8-cineole (4136.9 ± 6.3 µg/g), α-pinene (763.9 ± 0.5 µg/g), and β-pinene (259.3 ± 0.5 µg/g). It was also the only species found to release caryophyllene oxide (411.4 ± 0.3 µg/g). The observed levels suggest that these shrub species could potentially serve as fuel sources in the event of forest fires occurring under extreme conditions. In summary, the proposed methodology proved to be a favorable analytical alternative for screening BVOCs in plants. It not only exhibited remarkable performance but also demonstrated user- and eco-friendliness, cost-effectiveness, and ease of implementation. Full article
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18 pages, 4828 KiB  
Article
Analysis of Posidonia oceanica’s Stress Factors in the Marine Environment of Tremiti Islands, Italy
by Martina Fattobene, Elisa Santoni, Raffaele Emanuele Russo, Silvia Zamponi, Paolo Conti, Adelmo Sorci, Muhammad Awais, Fuyong Liu and Mario Berrettoni
Molecules 2024, 29(17), 4197; https://doi.org/10.3390/molecules29174197 - 4 Sep 2024
Cited by 2 | Viewed by 1455
Abstract
Posidonia oceanica significantly contributes to the health of oceans and coastal areas; however, its progressive decline is becoming an increasing source of concern. The present preliminary study aims to assess the chemical parameters that describe the state of preservation of the aforementioned plant [...] Read more.
Posidonia oceanica significantly contributes to the health of oceans and coastal areas; however, its progressive decline is becoming an increasing source of concern. The present preliminary study aims to assess the chemical parameters that describe the state of preservation of the aforementioned plant meadows located in the Tremiti Islands archipelago. To better understand the plants’ response to external factors, the emission of biogenic volatile organic compounds (BVOCs) was investigated using Posidonia oceanica as a biological indicator. Subsequently, the heavy metal concentrations (Ag, Al, As, Ba, Be, Cd, Co, Cr, Cu, Fe, Mn, Mo, Ni, Pb, Sb, Se, Sn, Ti, Tl, V, Zn) in sediments, leaves, and seawater were determined and pollution indicators were calculated to assess the deviation from the natural background levels of sediments. The dimethyl sulfoniopropionate (DMSP) to dimethyl sulfoxide (DMSO) ratio was calculated to evaluate the oxidative stress levels in the meadows because the DMSP naturally present in Posidonia oceanica is oxidized to DMSO and decreases the ratio of DMSP/DMSO. BVOC analysis revealed dimethyl sulphide (DMS) as the most abundant molecule. Morphological features led to variations in metal concentrations across sampling sites, with sheltered bays displaying a higher metal content. Degradation is indicated by a greater DMSO content in the outer leaves. In accordance with the metal content, the bioindicator ratio confirms greater degradation on the south side, which aligns with increased oxidative stress. Full article
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12 pages, 1165 KiB  
Article
Bacterial Volatile Organic Compounds as a Strategy to Increase Drought Tolerance in Maize (Zea mays L.): Influence on Plant Biochemistry
by Tiago Lopes, Pedro Costa, Paulo Cardoso and Etelvina Figueira
Plants 2024, 13(17), 2456; https://doi.org/10.3390/plants13172456 - 2 Sep 2024
Cited by 1 | Viewed by 1611
Abstract
Maize is highly susceptible to drought, which affects growth and yield. This study investigated how bacterial volatile organic compounds (BVOCs) affect maize drought tolerance. Drought reduced shoot size but increased root length, an adaptation for accessing deeper soil moisture. BVOCs from strain D12 [...] Read more.
Maize is highly susceptible to drought, which affects growth and yield. This study investigated how bacterial volatile organic compounds (BVOCs) affect maize drought tolerance. Drought reduced shoot size but increased root length, an adaptation for accessing deeper soil moisture. BVOCs from strain D12 significantly increased root length and shoot growth under drought conditions. Drought also altered root biochemistry, decreasing enzyme activity, and increased osmolyte levels. BVOCs from strains F11 and FS4-14 further increased osmolyte levels but did not protect membranes from oxidative damage, while BVOCs from strains D12 and D7 strains reduced osmolyte levels and cell damage. In shoots, drought increased the levels of osmolytes and oxidative stress markers. BVOCs from FS4-14 had minimal effects on shoot biochemistry. BVOCs from D12 and F11 partially restored metabolic activity but did not reduce cell damage. BVOCs from D7 reduced metabolic activity and cell damage. These results suggest that BVOCs can modulate the biochemical response of maize to drought, with some strains evidencing the potential to enhance drought tolerance. Full article
(This article belongs to the Special Issue Plant-Soil Interaction Response to Global Change)
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