Mass concentration measurements of autumn bioaerosol using low-cost sensors in a mature temperate woodland free-air carbon dioxide enrichment (FACE) experiment: investigating the role of meteorology and carbon dioxide levels
Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicit...
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Published in | Biogeosciences Vol. 19; no. 10; pp. 2653 - 2669 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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Katlenburg-Lindau
Copernicus GmbH
30.05.2022
Copernicus Publications |
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Abstract | Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicity, and forest and wider ecology and are thought to influence biosphere-atmosphere interactions via warm and cold cloud formation. Despite the importance of bioaerosols, there are few measurements of forest aerosol, and there is a lack of understanding of how climate change will affect forest bioaerosol in the future. |
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AbstractList | Forest environments contain a wide variety of airborne biological particles
(bioaerosols), including pollen, fungal spores, bacteria, viruses, plant
detritus, and soil particles. Forest bioaerosol plays a number of important
roles related to plant and livestock health, human disease and
allergenicity, and forest and wider ecology and are thought to influence
biosphere–atmosphere interactions via warm and cold cloud formation. Despite
the importance of bioaerosols, there are few measurements of forest aerosol,
and there is a lack of understanding of how climate change will affect
forest bioaerosol in the future. We installed low-cost optical particle counters (OPCs) to measure particles
in the size range between 1 and 10 µm (PM10–PM1) for a
period of 2 months in autumn 2018 at the Birmingham Institute of Forest
Research (BIFoR) free-air carbon dioxide enrichment (FACE) facility. In the
paper, we propose that the PM10–PM1 (particulate matter) metric is a good proxy for
bioaerosols because of the bioaerosol representative size range, the
location of the study site (a woodland in a rural location), the field
measurement taking place during the season of peak fungal activity, and the
low hygroscopicity of the particles measured. The BIFoR FACE facility
fumigates three 700 m2 areas of the forest with an additional 150 ppm
CO2 above ambient levels with minimal impacts on other potential environmental
drivers such as temperature, humidity, and wind. This experimental set-up
enabled us to investigate the effect of environmental variables, including
elevated CO2 (eCO2), on bioaerosol proxy concentrations and to
evaluate the performance of the low-cost OPCs in a forested environment. Operating the low-cost OPCs during autumn 2018, we aimed to capture
predominantly the fungal bioaerosol season. Across the experimental
duration, the OPCs captured both temporal and spatial variation in
bioaerosol concentrations. Aerosol concentrations were affected by changing
temperatures and wind speeds but, contrary to our initial hypothesis, not
by relative humidity. We detected no effect of the eCO2 treatment on
total bioaerosol concentrations, but a potential suppression of high-concentration bioaerosol events was detected under eCO2. In-canopy
atmospheric dispersion modelling indicates that the median spore dispersion
distance is sufficiently small that there is little mixing between treatment
and control experiments. Our data demonstrate the suitability of low-cost
OPCs, interpreted with due caution, for use in forests and so opens the
possibility of forest bioaerosol monitoring in a wider range of habitats to
a wider range of researchers at a modest cost. Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicity, and forest and wider ecology and are thought to influence biosphere-atmosphere interactions via warm and cold cloud formation. Despite the importance of bioaerosols, there are few measurements of forest aerosol, and there is a lack of understanding of how climate change will affect forest bioaerosol in the future. Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicity, and forest and wider ecology and are thought to influence biosphere–atmosphere interactions via warm and cold cloud formation. Despite the importance of bioaerosols, there are few measurements of forest aerosol, and there is a lack of understanding of how climate change will affect forest bioaerosol in the future.We installed low-cost optical particle counters (OPCs) to measure particles in the size range between 1 and 10 µm (PM10–PM1) for a period of 2 months in autumn 2018 at the Birmingham Institute of Forest Research (BIFoR) free-air carbon dioxide enrichment (FACE) facility. In the paper, we propose that the PM10–PM1 (particulate matter) metric is a good proxy for bioaerosols because of the bioaerosol representative size range, the location of the study site (a woodland in a rural location), the field measurement taking place during the season of peak fungal activity, and the low hygroscopicity of the particles measured. The BIFoR FACE facility fumigates three 700 m2 areas of the forest with an additional 150 ppm CO2 above ambient levels with minimal impacts on other potential environmental drivers such as temperature, humidity, and wind. This experimental set-up enabled us to investigate the effect of environmental variables, including elevated CO2 (eCO2), on bioaerosol proxy concentrations and to evaluate the performance of the low-cost OPCs in a forested environment.Operating the low-cost OPCs during autumn 2018, we aimed to capture predominantly the fungal bioaerosol season. Across the experimental duration, the OPCs captured both temporal and spatial variation in bioaerosol concentrations. Aerosol concentrations were affected by changing temperatures and wind speeds but, contrary to our initial hypothesis, not by relative humidity. We detected no effect of the eCO2 treatment on total bioaerosol concentrations, but a potential suppression of high-concentration bioaerosol events was detected under eCO2. In-canopy atmospheric dispersion modelling indicates that the median spore dispersion distance is sufficiently small that there is little mixing between treatment and control experiments. Our data demonstrate the suitability of low-cost OPCs, interpreted with due caution, for use in forests and so opens the possibility of forest bioaerosol monitoring in a wider range of habitats to a wider range of researchers at a modest cost. Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicity, and forest and wider ecology and are thought to influence biosphere-atmosphere interactions via warm and cold cloud formation. Despite the importance of bioaerosols, there are few measurements of forest aerosol, and there is a lack of understanding of how climate change will affect forest bioaerosol in the future. We installed low-cost optical particle counters (OPCs) to measure particles in the size range between 1 and 10 µm (PM.sub.10 -PM.sub.1) for a period of 2 months in autumn 2018 at the Birmingham Institute of Forest Research (BIFoR) free-air carbon dioxide enrichment (FACE) facility. In the paper, we propose that the PM.sub.10 -PM.sub.1 (particulate matter) metric is a good proxy for bioaerosols because of the bioaerosol representative size range, the location of the study site (a woodland in a rural location), the field measurement taking place during the season of peak fungal activity, and the low hygroscopicity of the particles measured. The BIFoR FACE facility fumigates three 700 m.sup.2 areas of the forest with an additional 150 ppm CO.sub.2 above ambient levels with minimal impacts on other potential environmental drivers such as temperature, humidity, and wind. This experimental set-up enabled us to investigate the effect of environmental variables, including elevated CO.sub.2 (eCO.sub.2 ), on bioaerosol proxy concentrations and to evaluate the performance of the low-cost OPCs in a forested environment. Operating the low-cost OPCs during autumn 2018, we aimed to capture predominantly the fungal bioaerosol season. Across the experimental duration, the OPCs captured both temporal and spatial variation in bioaerosol concentrations. Aerosol concentrations were affected by changing temperatures and wind speeds but, contrary to our initial hypothesis, not by relative humidity. We detected no effect of the eCO.sub.2 treatment on total bioaerosol concentrations, but a potential suppression of high-concentration bioaerosol events was detected under eCO.sub.2 . In-canopy atmospheric dispersion modelling indicates that the median spore dispersion distance is sufficiently small that there is little mixing between treatment and control experiments. Our data demonstrate the suitability of low-cost OPCs, interpreted with due caution, for use in forests and so opens the possibility of forest bioaerosol monitoring in a wider range of habitats to a wider range of researchers at a modest cost. Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus, and soil particles. Forest bioaerosol plays a number of important roles related to plant and livestock health, human disease and allergenicity, and forest and wider ecology and are thought to influence biosphere–atmosphere interactions via warm and cold cloud formation. Despite the importance of bioaerosols, there are few measurements of forest aerosol, and there is a lack of understanding of how climate change will affect forest bioaerosol in the future. We installed low-cost optical particle counters (OPCs) to measure particles in the size range between 1 and 10 µ m (PM 10 –PM 1 ) for a period of 2 months in autumn 2018 at the Birmingham Institute of Forest Research (BIFoR) free-air carbon dioxide enrichment (FACE) facility. In the paper, we propose that the PM 10 –PM 1 (particulate matter) metric is a good proxy for bioaerosols because of the bioaerosol representative size range, the location of the study site (a woodland in a rural location), the field measurement taking place during the season of peak fungal activity, and the low hygroscopicity of the particles measured. The BIFoR FACE facility fumigates three 700 m 2 areas of the forest with an additional 150 ppm CO 2 above ambient levels with minimal impacts on other potential environmental drivers such as temperature, humidity, and wind. This experimental set-up enabled us to investigate the effect of environmental variables, including elevated CO 2 ( e CO 2 ), on bioaerosol proxy concentrations and to evaluate the performance of the low-cost OPCs in a forested environment. Operating the low-cost OPCs during autumn 2018, we aimed to capture predominantly the fungal bioaerosol season. Across the experimental duration, the OPCs captured both temporal and spatial variation in bioaerosol concentrations. Aerosol concentrations were affected by changing temperatures and wind speeds but, contrary to our initial hypothesis, not by relative humidity. We detected no effect of the e CO 2 treatment on total bioaerosol concentrations, but a potential suppression of high-concentration bioaerosol events was detected under e CO 2 . In-canopy atmospheric dispersion modelling indicates that the median spore dispersion distance is sufficiently small that there is little mixing between treatment and control experiments. Our data demonstrate the suitability of low-cost OPCs, interpreted with due caution, for use in forests and so opens the possibility of forest bioaerosol monitoring in a wider range of habitats to a wider range of researchers at a modest cost. |
Audience | Academic |
Author | Baird, Aileen B Pope, Francis D Bannister, Edward J MacKenzie, A. Robert |
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CitedBy_id | crossref_primary_10_1177_01436244231189138 crossref_primary_10_1364_AO_488550 crossref_primary_10_1016_j_scitotenv_2023_161969 crossref_primary_10_1016_j_scitotenv_2024_173450 |
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Snippet | Forest environments contain a wide variety of airborne biological particles
(bioaerosols), including pollen, fungal spores, bacteria, viruses, plant
detritus,... Forest environments contain a wide variety of airborne biological particles (bioaerosols), including pollen, fungal spores, bacteria, viruses, plant detritus,... |
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SubjectTerms | Aerosol concentrations Aerosols Air pollution Airborne microorganisms Allergenicity Animal diseases Arrays Atmospheric diffusion Atmospheric dispersion Atmospheric models Autumn Bioaerosols Biosphere Carbon dioxide Climate change Cloud formation Clouds Detritus Dispersion Ecological effects Ecology Experiments Forestry research Forests Fungi Global temperature changes Human diseases Hygroscopicity Livestock Low cost Measurement Meteorology Particle counters Particulate emissions Particulate matter Phenology Plant cover Pollen Pollution dispersion Radiation counters Relative humidity Rural areas Seasons Sensors Soil particles Spatial variations Spores Suspended particulate matter Trees Viruses Weather Wind Wind speed Woodlands |
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Title | Mass concentration measurements of autumn bioaerosol using low-cost sensors in a mature temperate woodland free-air carbon dioxide enrichment (FACE) experiment: investigating the role of meteorology and carbon dioxide levels |
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