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  1. Article ; Online: Attributing long-term changes in airborne birch and grass pollen concentrations to climate change and vegetation dynamics

    Verstraeten, Willem W. / Bruffaerts, Nicolas / Kouznetsov, Rostislav / de Weger, Letty / Sofiev, Mikhail / Delcloo, Andy W.

    Atmospheric Environment. 20232023 Apr. 08, Feb. 08, v. 298 p.119643-

    2023  

    Abstract: Changes in climate and land-use may elicit an increased emission of allergenic pollen amounts in the air, causing a rise in respiratory allergies and affecting public health more than previously thought. Here we have used a well-established pollen ... ...

    Abstract Changes in climate and land-use may elicit an increased emission of allergenic pollen amounts in the air, causing a rise in respiratory allergies and affecting public health more than previously thought. Here we have used a well-established pollen transport model SILAM (System for Integrated modeLling of Atmospheric coMposition) for attributing the long-term changes in airborne pollen concentrations of birches and grasses to climate change and vegetation dynamics. The pollen transport model is applied for Belgium and is driven by ECMWF ERA5 meteorological data (European Centre for Medium-Range Weather Forecasts, fifth generation of ECMWF atmospheric reanalysis of the global climate). The dynamic vegetation components of the model are based on multi-decadal datasets for 1982–2019 on spatially distributed birch and grass pollen emission sources. For each model gridcell we have computed the change rate of the seasonal birch and grass pollen cycles based on daily pollen concentrations, and of the daily meteorological model input. Finally, the gridcell based association between trends in pollen and climate change are derived. Our findings show that during the period 1982–2019 a strong increase in birch pollen concentrations is associated with increasing radiation, decreasing precipitation and decreasing horizontal wind speed near the surface. A strong decrease of grass pollen concentrations over time is driven by a decreasing trend in grass pollen sources, and it is also associated with decreasing precipitation. The magnitude of the associations between meteorology and airborne birch pollen concentrations are almost twice the association between meteorology and grass pollen, and the spatial variations are substantial even on the scales of small countries. The specific contribution of birch tree and pollen production dynamics to the concentrations of birch pollen in the air over time is highly associated with wind speed and precipitation. Introducing the inter-seasonal variation in birch pollen production during the period 1982–2019 intensifies the climate induced increase of airborne birch pollen concentrations with ∼6%. In contrast, the grass pollen production dynamics resulted into ∼10 times less grass pollen over the studied period compared to climate change effects.
    Keywords Betula ; air ; allergenicity ; atmospheric chemistry ; birch pollen ; climate ; climate change ; data collection ; environment ; grasses ; land use ; meteorological data ; meteorology ; models ; pollen productivity ; public health ; trees ; vegetation ; wind speed ; Belgium ; Aerobiology ; Birch & grass pollen ; Chemistry transport model ; Pollen source
    Language English
    Dates of publication 2023-0208
    Publishing place Elsevier Ltd
    Document type Article ; Online
    ZDB-ID 216368-8
    ISSN 0004-6981 ; 1352-2310
    ISSN 0004-6981 ; 1352-2310
    DOI 10.1016/j.atmosenv.2023.119643
    Database NAL-Catalogue (AGRICOLA)

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  2. Article: Reconstructing multi-decadal airborne birch pollen levels based on NDVI data and a pollen transport model

    Verstraeten, Willem W. / Kouznetsov, Rostislav / Hoebeke, Lucie / Bruffaerts, Nicolas / Sofiev, Mikhail / Delcloo, Andy W.

    Agricultural and forest meteorology. 2022 June 01, v. 320

    2022  

    Abstract: Airborne birch pollen may elicit allergies and affect the public health badly. Timely spatially distributed information on current and forecasted pollen levels may help people with pollen allergies to take preventive measures. This requires a modelling ... ...

    Abstract Airborne birch pollen may elicit allergies and affect the public health badly. Timely spatially distributed information on current and forecasted pollen levels may help people with pollen allergies to take preventive measures. This requires a modelling approach. Here we reconstruct multi-decadal (1982–2019) daily spatially distributed airborne birch pollen levels by ingesting seasonal dynamic birch pollen emission source maps into the pollen transport model SILAM (System for Integrated modeLling of Atmospheric coMposition) in a bottom-up approach. We introduce seasonal variations in the birch pollen emission maps by combining a forest inventory based areal birch fraction map with four decades of spaceborne Normalized Difference Vegetation Index (NDVI) in a Random Forest statistical framework. The approach of combining the transport model with NDVI based pollen emission maps is applied and evaluated with birch pollen observations by Hirst method from the Belgian aerobiological surveillance network that go back to 1982. Transport in SILAM is driven by ECMWF ERA5 meteorological data. The mean seasonal R² values between modelled and observed time series of airborne birch pollen levels in the period 1982–2019 range between 0.35 and 0.63, but can go up to 0.86 for individual seasons, indicating good performance of SILAM for Belgium. Here we show that the predicted amount of birch pollen in the air in Belgium has been increasing on average by 13.1% per decade based on the Sen slopes computed on the Seasonal Pollen Integral for the period 1982-2019. Analysis of the SILAM runs shows that this increase over time is mainly climate-induced (8.2% per decade), but it is amplified by the spatiotemporal variations of the birch pollen emission sources with 4.9% per decade.
    Keywords Betula ; air ; atmospheric chemistry ; birch pollen ; climatic factors ; forest inventory ; forests ; meteorological data ; meteorology ; models ; monitoring ; normalized difference vegetation index ; people ; public health ; time series analysis ; Belgium
    Language English
    Dates of publication 2022-0601
    Publishing place Elsevier B.V.
    Document type Article
    ZDB-ID 409905-9
    ISSN 0168-1923
    ISSN 0168-1923
    DOI 10.1016/j.agrformet.2022.108942
    Database NAL-Catalogue (AGRICOLA)

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  3. Article ; Online: Modelling grass pollen levels in Belgium.

    Verstraeten, Willem W / Kouznetsov, Rostislav / Hoebeke, Lucie / Bruffaerts, Nicolas / Sofiev, Mikhail / Delcloo, Andy W

    The Science of the total environment

    2020  Volume 753, Page(s) 141903

    Abstract: Biogenic aerosols such as airborne grass pollen affect the public health badly by putting additional distress on people already suffering from cardiovascular and respiratory diseases. In Belgium, daily airborne pollen concentrations are monitored offline ...

    Abstract Biogenic aerosols such as airborne grass pollen affect the public health badly by putting additional distress on people already suffering from cardiovascular and respiratory diseases. In Belgium, daily airborne pollen concentrations are monitored offline at a few sites only, hampering the timely coverage of the country and short-term forecasts. Here we apply the Chemistry Transport Model SILAM to the Belgian territory to model the spatio-temporal airborne grass pollen levels near the surface based on bottom-up inventories of grass pollen emissions updated with the Copernicus land monitoring Service grassland map of 2015. Transport of aerosols in SILAM is driven by ECMWF ERA5 meteorological data. The emitted grass pollen amounts in SILAM are computed by the multiplication of the grass pollen source map with the release rate determined by the seasonal shape production curve during the grass flowering period. The onset and offset of this period follow a location-dependent prescribed calendar days. Here we optimize the grass pollen seasonal start and end in SILAM by comparing a 2008-2018 time series of daily airborne grass pollen concentrations from the Belgian aerobiological surveillance network with the simulations. The effect of the spatial distribution of grass pollen sources is quantified by constructing pollen source-receptor relations using model simulations with varying grass pollen emissions in five areas of the model domain as input. Up to 33% of the airborne grass pollen in one area was transport from others areas inside Belgium. Adjusting the start and end of the grass pollen season improved the model performance substantially by almost doubling the correlation with local observations. By introducing the temporal scaling of the inter-seasonal pollen amounts in the model, an additional R
    MeSH term(s) Allergens ; Belgium ; Humans ; Poaceae ; Pollen ; Seasons
    Chemical Substances Allergens
    Language English
    Publishing date 2020-08-26
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 121506-1
    ISSN 1879-1026 ; 0048-9697
    ISSN (online) 1879-1026
    ISSN 0048-9697
    DOI 10.1016/j.scitotenv.2020.141903
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: African dust transport and deposition modelling verified through a citizen science campaign in Finland.

    Meinander, Outi / Kouznetsov, Rostislav / Uppstu, Andreas / Sofiev, Mikhail / Kaakinen, Anu / Salminen, Johanna / Rontu, Laura / Welti, André / Francis, Diana / Piedehierro, Ana A / Heikkilä, Pasi / Heikkinen, Enna / Laaksonen, Ari

    Scientific reports

    2023  Volume 13, Issue 1, Page(s) 21379

    Abstract: African desert dust is emitted and long-range transported with multiple effects on climate, air quality, cryosphere, and ecosystems. On 21-23 February 2021, dust from a sand and dust storm in northern Africa was transported to Finland, north of 60°N. The ...

    Abstract African desert dust is emitted and long-range transported with multiple effects on climate, air quality, cryosphere, and ecosystems. On 21-23 February 2021, dust from a sand and dust storm in northern Africa was transported to Finland, north of 60°N. The episode was predicted 5 days in advance by the global operational SILAM forecast, and its key features were confirmed and detailed by a retrospective analysis. The scavenging of dust by snowfall and freezing rain in Finland resulted in a rare case of substantial mineral dust contamination of snow surfaces over a large area in the southern part of the country. A citizen science campaign was set up to collect contaminated snow samples prepared according to the scientists' instructions. The campaign gained wide national interest in television, radio, newspapers and social media, and dust samples were received from 525 locations in Finland, up to 64.3°N. The samples were utilised in investigating the ability of an atmospheric dispersion model to simulate the dust episode. The analysis confirmed that dust came from a wide Sahara and Sahel area from 5000 km away. Our results reveal the features of this rare event and demonstrate how deposition samples can be used to evaluate the skills and limitations of current atmospheric models in simulating transport of African dust towards northern Europe.
    Language English
    Publishing date 2023-12-04
    Publishing country England
    Document type Journal Article
    ZDB-ID 2615211-3
    ISSN 2045-2322 ; 2045-2322
    ISSN (online) 2045-2322
    ISSN 2045-2322
    DOI 10.1038/s41598-023-46321-7
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Book ; Online: Characterization of volatile organic compounds and submicron organic aerosol in a traffic environment

    Saarikoski, Sanna / Hellén, Heidi / Praplan, Arnaud P. / Schallhart, Simon / Clusius, Petri / Niemi, Jarkko V. / Kousa, Anu / Tykkä, Toni / Kouznetsov, Rostislav / Aurela, Minna / Salo, Laura / Rönkkö, Topi / Barreira, Luis M. F. / Pirjola, Liisa / Timonen, Hilkka

    eISSN: 1680-7324

    2023  

    Abstract: Urban air consists of a complex mixture of gaseous and particulate species from anthropogenic and biogenic sources that are further processed in the atmosphere. This study investigated the characteristics and sources of volatile organic compounds (VOCs) ... ...

    Abstract Urban air consists of a complex mixture of gaseous and particulate species from anthropogenic and biogenic sources that are further processed in the atmosphere. This study investigated the characteristics and sources of volatile organic compounds (VOCs) and submicron organic aerosol (OA) in a traffic environment in Helsinki, Finland, in late summer. The anthropogenic VOCs (aVOCs; aromatic hydrocarbons) and biogenic VOCs (bVOCs; terpenoids) relevant for secondary-organic-aerosol formation were analyzed with an online gas chromatograph mass spectrometer, whereas the composition and size distribution of submicron particles was measured with a soot particle aerosol mass spectrometer. This study showed that aVOC concentrations were significantly higher than bVOC concentrations in the traffic environment. The largest aVOC concentrations were measured for toluene (campaign average of 1630 ng m −3 ) and <math xmlns="http://www.w3.org/1998/Math/MathML" id="M2" display="inline" overflow="scroll" dspmath="mathml"><mrow><mi>p</mi><mo>/</mo><mi>m</mi></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="25pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="4d656e2efc79c95f0aed5c049ff757f9"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-23-2963-2023-ie00001.svg" width="25pt" height="14pt" src="acp-23-2963-2023-ie00001.png"/></svg:svg> xylene (campaign average of 1070 ng m −3 ), while the dominating bVOC was α -pinene (campaign average of 200 ng m −3 ). For particle-phase organics, the campaign-average OA concentration was 2.4 µ g m −3 . The source apportionment analysis extracted six factors for OA. Three OA factors were related to primary OA sources – traffic (24 % of OA, two OA types) and a coffee roastery (7 % of OA) – whereas the largest fraction of OA (69 %) consisted of oxygenated OA (OOA). OOA was divided into less oxidized semi-volatile OA (SV-OOA; 40 % of OA) and two types of ...
    Subject code 333
    Language English
    Publishing date 2023-03-06
    Publishing country de
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  6. Book ; Online: A bottom-up emission estimate for the 2022 Nord-Stream gas leak

    Kouznetsov, Rostislav / Hänninen, Risto / Uppstu, Andreas / Kadantsev, Evgeny / Fatahi, Yalda / Prank, Marje / Kouznetsov, Dmitrii / Noe, Steffen Manfred / Junninen, Heikki / Sofiev, Mikhail

    eISSN:

    derivation, simulations and evaluation

    2023  

    Abstract: A major release of methane from the Nord Stream pipelines occurred in the Baltic sea on 26 September 2022. Elevated levels of methane were recorded at many observational sites in northern Europe. While it is relatively straightforward to estimate the ... ...

    Abstract A major release of methane from the Nord Stream pipelines occurred in the Baltic sea on 26 September 2022. Elevated levels of methane were recorded at many observational sites in northern Europe. While it is relatively straightforward to estimate the total emitted amount from the incidents (around 330 kt of methane), the detailed vertical and temporal distributions of the releases are needed for numerical simulations of the incident. Based on information from public media and basic physical concepts, we reconstructed vertical profiles and temporal evolution of the methane releases from the broken pipes, and simulated subsequent transport of the released methane in the atmosphere. Since we used pure-methane assumption, the inventory total amounts to 290 kt of methane. The emission rates were calculated with a numerical solution of a problem of a gas leak from a half-opened pressurized pipe. Initial vertical distribution of the released gas was derived from a parametrization for an injection height of buoyant plumes, and validated with a set of large-eddy simulations by means of UCLALES model. The estimated emission source was used to simulate the dispersion of the gas plume with the SILAM chemistry transport model. The simulated fields of the excess methane led to noticeable increase of concentrations at several carbon-monitoring stations in the Baltic Sea region. Comparison of the simulated and observed time series indicated an agreement within a couple of hours between timing of the plume arrival/departure at the stations with observed methane peaks. Comparison of absolute levels was quite uncertain. At most of the stations the magnitude of the observed and modelled peaks was comparable with natural variability of methane concentrations. The magnitude of peaks at a few stations close to the release was well above natural variability, however the magnitude of the peaks was very sensitive to minor uncertainties in the emission vertical profile and in the meteorology used to drive SILAM. The obtained emission ...
    Subject code 551
    Language English
    Publishing date 2023-09-15
    Publishing country de
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  7. Article ; Online: Designing an automatic pollen monitoring network for direct usage of observations to reconstruct the concentration fields.

    Sofiev, Mikhail / Buters, Jeroen / Tummon, Fiona / Fatahi, Yalda / Sozinova, Olga / Adams-Groom, Beverley / Bergmann, Karl Christian / Dahl, Åslög / Gehrig, Regula / Gilge, Stefan / Seliger, Andrea Kofol / Kouznetsov, Rostislav / Lieberherr, Gian / O'Connor, David / Oteros, Jose / Palamarchuk, Julia / Ribeiro, Helena / Werchan, Barbora / Werchan, Matthias /
    Clot, Bernard

    The Science of the total environment

    2023  Volume 900, Page(s) 165800

    Abstract: We consider several approaches to a design of a regional-to-continent-scale automatic pollen monitoring network in Europe. Practical challenges related to the arrangement of such a network limit the range of possible solutions. A hierarchical network is ... ...

    Abstract We consider several approaches to a design of a regional-to-continent-scale automatic pollen monitoring network in Europe. Practical challenges related to the arrangement of such a network limit the range of possible solutions. A hierarchical network is discussed, highlighting the necessity of a few reference sites that follow an extended observations protocol and have corresponding capabilities. Several theoretically rigorous approaches to a network design have been developed so far. However, before starting the process, a network purpose, a criterion of its performance, and a concept of the data usage should be formalized. For atmospheric composition monitoring, developments follow one of the two concepts: a network for direct representation of concentration fields and a network for model-based data assimilation, inverse problem solution, and forecasting. The current paper demonstrates the first approach, whereas the inverse problems are considered in a follow-up paper. We discuss the approaches for the network design from theoretical and practical standpoints, formulate criteria for the network optimality, and consider practical constraints for an automatic pollen network. An application of the methodology is demonstrated for a prominent example of Germany's pollen monitoring network. The multi-step method includes (i) the network representativeness and (ii) redundancy evaluation followed by (iii) fidelity evaluation and improvement using synthetic data.
    Language English
    Publishing date 2023-08-17
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 121506-1
    ISSN 1879-1026 ; 0048-9697
    ISSN (online) 1879-1026
    ISSN 0048-9697
    DOI 10.1016/j.scitotenv.2023.165800
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: Differential impact of government lockdown policies on reducing air pollution levels and related mortality in Europe.

    Schneider, Rochelle / Masselot, Pierre / Vicedo-Cabrera, Ana M / Sera, Francesco / Blangiardo, Marta / Forlani, Chiara / Douros, John / Jorba, Oriol / Adani, Mario / Kouznetsov, Rostislav / Couvidat, Florian / Arteta, Joaquim / Raux, Blandine / Guevara, Marc / Colette, Augustin / Barré, Jérôme / Peuch, Vincent-Henri / Gasparrini, Antonio

    Scientific reports

    2022  Volume 12, Issue 1, Page(s) 726

    Abstract: Previous studies have reported a decrease in air pollution levels following the enforcement of lockdown measures during the first wave of the COVID-19 pandemic. However, these investigations were mostly based on simple pre-post comparisons using past ... ...

    Abstract Previous studies have reported a decrease in air pollution levels following the enforcement of lockdown measures during the first wave of the COVID-19 pandemic. However, these investigations were mostly based on simple pre-post comparisons using past years as a reference and did not assess the role of different policy interventions. This study contributes to knowledge by quantifying the association between specific lockdown measures and the decrease in NO
    MeSH term(s) Air Pollutants/analysis ; Air Pollution/analysis ; Bayes Theorem ; COVID-19/epidemiology ; COVID-19/virology ; Environmental Monitoring ; Europe/epidemiology ; Humans ; Nitrogen Oxides/analysis ; Pandemics ; Particulate Matter/analysis ; Quarantine ; SARS-CoV-2/isolation & purification
    Chemical Substances Air Pollutants ; Nitrogen Oxides ; Particulate Matter
    Language English
    Publishing date 2022-01-26
    Publishing country England
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2615211-3
    ISSN 2045-2322 ; 2045-2322
    ISSN (online) 2045-2322
    ISSN 2045-2322
    DOI 10.1038/s41598-021-04277-6
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article: Spatio-temporal monitoring and modelling of birch pollen levels in Belgium

    Verstraeten, Willem W / Bruffaerts, Nicolas / Delcloo, Andy W / Dendoncker, Nicolas / Dujardin, Sébastien / Hamdi, Rafiq / Hendrickx, Marijke / Hoebeke, Lucie / Kouznetsov, Rostislav / Linard, Catherine / Sofiev, Mikhail

    Aerobiologia. 2019 Dec., v. 35, no. 4

    2019  

    Abstract: In Belgium, ~ 10% of the people is estimated to suffer from allergies due to pollen emitted by the birch family trees. Timely information on forthcoming pollen exposure episodes using a forecasting system can allow patients to take preventive measures. ... ...

    Abstract In Belgium, ~ 10% of the people is estimated to suffer from allergies due to pollen emitted by the birch family trees. Timely information on forthcoming pollen exposure episodes using a forecasting system can allow patients to take preventive measures. To date, the only available information on pollen concentrations in Belgium comes from five stations that monitor daily airborne birch pollen concentrations, but real-time and detailed spatial information is lacking. Pollen transport models can both quantify and forecast the spatial and temporal distribution of airborne birch pollen concentrations if accurate and updated maps of birch pollen emission sources are available and if the large inter-seasonal variability of birch pollen is considered. Here we show that the SILAM model driven by ECMWF ERA5 meteorological data is able to determine airborne birch pollen levels using updated maps of areal fractions of birch trees, as compared to the pollen observations of the monitoring stations in Belgium. Forest inventory data of the Flemish and Walloon regions were used to update the default MACCIII birch map. Spaceborne MODIS vegetation activity combined with an updated birch fraction map and updated start and end dates of the birch pollen season were integrated into SILAM. The correlation (R2) between SILAM modelled and observed time series of daily birch pollen levels of 50 birch pollen seasons increased up to ~ 50%. The slopes of the linear correlation increased on average with ~ 60%. Finally, SILAM is able to capture the threshold of 80 pollen grains m−3 exposure from the observations.
    Keywords Betula ; birch pollen ; forest inventory ; hypersensitivity ; meteorological data ; models ; moderate resolution imaging spectroradiometer ; monitoring ; spatial data ; time series analysis ; trees ; vegetation ; Belgium
    Language English
    Dates of publication 2019-12
    Size p. 703-717.
    Publishing place Springer Netherlands
    Document type Article
    ZDB-ID 1499126-3
    ISSN 1573-3025 ; 0393-5965
    ISSN (online) 1573-3025
    ISSN 0393-5965
    DOI 10.1007/s10453-019-09607-w
    Database NAL-Catalogue (AGRICOLA)

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  10. Book ; Online: Effects of temperature and salinity on sea-spray-aerosol formation simulated with a bubble-generating chamber

    Sofieva, Svetlana / Asmi, Eija / Atanasova, Nina S. / Heikkinen, Aino E. / Vidal, Emeline / Duplissy, Jonathan / Romantschuk, Martin / Kouznetsov, Rostislav / Kukkonen, Jaakko / Bamford, Dennis H. / Hyvärinen, Antti-Pekka / Sofiev, Mikhail

    eISSN: 1867-8548

    2022  

    Abstract: A new bubble-generating glass chamber design with an extensive set of aerosol production experiments is presented. Compared to the experiments described in the literature, current setup is among the medium-sized installations allowing precise control ... ...

    Abstract A new bubble-generating glass chamber design with an extensive set of aerosol production experiments is presented. Compared to the experiments described in the literature, current setup is among the medium-sized installations allowing precise control over the air discharge, water temperature and salinity. The size and material of the chamber offer variety of applications due to its portability, measurement setup adjustability and sterilization option. The experiments have been conducted in a cylindrical bubbling tank of 10 l volume filled by ~30–40 % with water of controlled salt content and temperature and covered with a hermetic lid. The chamber was used to study the characteristics of the aerosols produced by bursting bubbles under different conditions. In line with previous findings, the sea spray aerosol production was shown to depend linearly on the surface area covered by the bubbles, which in turn is a near-linear function of the air discharge through the water. Observed dependencies of the aerosol size spectra and particle fluxes on water salinity and temperature, being qualitatively comparable with the previous experiments, substantially refined the existing parameterizations. In particular, the bubble size was practically independent from the air discharge through the water body, except for very small flows. Also, the dependence of aerosol spectrum and amount on salinity was much weaker than suggested in some previous experiments. The temperature dependence, to the contrary, was significant and consistent, with a transition in the spectrum shape at ~10 °C. Theoretical analysis based on the basic conservation laws supported the main results of the experiments but also highlighted the need of better understanding of the aerosol production from a cold water surface.
    Subject code 660
    Language English
    Publishing date 2022-04-11
    Publishing country de
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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