1
|
Janík R, Kubov M, Schieber B. The ground-level ozone concentration in forest and urban environments in central Slovakia. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 195:24. [PMID: 36279021 PMCID: PMC9589882 DOI: 10.1007/s10661-022-10605-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 10/07/2022] [Indexed: 06/16/2023]
Abstract
This paper analyses data by summarising the concentration values of ground-level ozone (GLO). The study area is situated in central Slovakia and is part of the Western Carpathians. These measurements were carried out between 2015 and 2020, implementing Werner's method working with passive samplers. The highest average and the highest absolute GLO deposition values were 30.93 ppb and 61.06 ppb, respectively, recorded in August 2015 in the forest in the Kremnické vrchy Mts. The lowest average GLO value in the whole measuring period was 17.72 ppb, measured in the town of Zvolen; the absolute minimum was 4.43 ppb, recorded in April 2016 on an open plot in the Kremnické vrchy Mts. The GLO formation over the study area has not yet reached a steady rate. Since 2007, the developmental trend has been increasing. Statistically significant differences in GLO concentrations were confirmed between the localities with different airborne pollutions. However, the analysis of the existing ozone concentration values showed considerable differences, especially related to the time pattern. The spatial variability was equalised. The extreme values, while remarkable, were dangerous, especially in the forest stands in the Kremnické vrchy Mts., where they were 14 times above the critical level of 32.5 ppb O3. The dominant factor influencing the GLO concentration was global radiation. The effects of average temperature and rainfall total were less important.
Collapse
Affiliation(s)
- Rastislav Janík
- Institute of Forest Ecology, Slovak Academy of Sciences, Ľ. Štúra 2, 96001, Zvolen, Slovak Republic.
| | - Martin Kubov
- Institute of Forest Ecology, Slovak Academy of Sciences, Ľ. Štúra 2, 96001, Zvolen, Slovak Republic
- Department of Integrated Forest and Landscape Protection, Faculty of Forestry, Technical University in Zvolen, Masaryka 24, 960 01, Zvolen, Slovakia
| | - Branislav Schieber
- Institute of Forest Ecology, Slovak Academy of Sciences, Ľ. Štúra 2, 96001, Zvolen, Slovak Republic
| |
Collapse
|
2
|
Jakovljević T, Lovreškov L, Jelić G, Anav A, Popa I, Fornasier MF, Proietti C, Limić I, Butorac L, Vitale M, De Marco A. Impact of ground-level ozone on Mediterranean forest ecosystems health. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 783:147063. [PMID: 34088128 DOI: 10.1016/j.scitotenv.2021.147063] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/02/2021] [Accepted: 04/02/2021] [Indexed: 06/12/2023]
Abstract
Given the high ozone concentrations observed in the Mediterranean region during summer, it is crucial to extend our knowledge on the potential ozone impacts on forest health with in situ studies, especially to protect typical endemic forests of the Mediterranean basin. This study is focused on ozone measurements and exposures over the Eastern Adriatic coast and on the calculation of different O3 metrics, i.e., accumulated exposure AOT40 (AOT40dir, AOT40ICP, AOT40pheno) and stomatal O3 fluxes with an hourly threshold of uptake (Y) to represent the detoxification capacity of trees (PODY, with Y = 0, 1, 2 nmol O3 m-2 s-1) used for forest protection. Finally, we provide an assessment of the relationships between the forest response indicators and environmental variables. Passive ozone measurements and monitoring of forest health indicators, namely growth and crown defoliation, were performed for Quercus ilex, Quercus pubescens, Pinus halepensis, and Pinus nigra forests. Results showed that, for all the analysed species, ozone levels were close to reached the upper plausibility limits for passive monitoring of air quality at forest sites (100 ppb), with the highest values found on P. halepensis in the summer period. O3 metrics based on exposure were found to be higher in pine plots than in oak plots, while the highest values of uptake-based metrics were found on P. nigra. Regarding relationships between environmental variables and forest-health response indicators, the crown defoliation was significantly correlated with the soil water content at various depth while the tree growth was correlated with the different O3 metrics. The most important predictors affecting tree growth of Q. pubescens and Q. ilex were AOT40pheno and AOT40dir and POD0 for P. nigra.
Collapse
Affiliation(s)
- Tamara Jakovljević
- Croatian Forest Research Institute, Cvjetno naselje 41, 10450 Jastrebarsko, Croatia.
| | - Lucija Lovreškov
- Croatian Forest Research Institute, Cvjetno naselje 41, 10450 Jastrebarsko, Croatia.
| | - Goran Jelić
- Institute for Adriatic Crops and Karst Reclamation, Put Duilova 11, 21000 Split, Croatia.
| | - Alessandro Anav
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), CR Casaccia, Viale Anguillarese 301, 00123 Rome, Italy.
| | - Ionel Popa
- National Institute for Research and Development in Forestry "Marin Drăcea", Calea Bucovinei 73 bis, Campulung Moldovenesc, Romania; Centre of Mountain Economy - CE-MONT, Vatra Dornei, Romania
| | - Maria Francesca Fornasier
- Italian National Institute for Environmental Protection and Research (ISPRA), Via Vitaliano Brancati 48, 00144 Rome, Italy
| | - Chiara Proietti
- Italian National Institute for Environmental Protection and Research (ISPRA), Via Vitaliano Brancati 48, 00144 Rome, Italy.
| | - Ivan Limić
- Institute for Adriatic Crops and Karst Reclamation, Put Duilova 11, 21000 Split, Croatia.
| | - Lukrecija Butorac
- Institute for Adriatic Crops and Karst Reclamation, Put Duilova 11, 21000 Split, Croatia.
| | - Marcello Vitale
- Sapienza University of Rome, Department of Environmental Biology, Piazzale Aldo Moro 5, 00185 Rome, Italy.
| | - Alessandra De Marco
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), CR Casaccia, Viale Anguillarese 301, 00123 Rome, Italy.
| |
Collapse
|
3
|
Janík R, Kubov M, Schieber B. The ground-level ozone concentration in beech (Fagus sylvatica L.) forests in the West Carpathian Mountains. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 192:233. [PMID: 32166430 DOI: 10.1007/s10661-020-8176-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Accepted: 02/19/2020] [Indexed: 06/10/2023]
Abstract
The amount of ground-level ozone in beech forests depends not only on the pollution intensity but also on the other environmental factors. This paper presents the analysis of the concentrations of ground-level ozone during the growing season (April-September) of beech trees, which represent the main objects modifying the microclimate conditions inside the forest. The research was localized in the Kremnické vrchy Mountains in Slovakia and realized during the period of 2004-2013. The study was carried out on four research plots with different stand structure which was caused by various intensities of cuts. Our results showed that the maximum concentration of ozone during this period was observed on the plot where the original beech stand (without management intervention) grown-maximal concentration reached the values from 44.0 to 50.0 ppb (in the sub-periods 2004-2008 and 2009-2013, respectively). On the other hand, the minimum concentration, 14.0 ppb, was found immediately after the cutting in 2004 on the plot, where all adult trees were removed. A similar course was found within average values of the ozone concentration on the research plots. Despite the fact that the results did not confirm significant differences among the plots, temporal trend showed an increasing concentration of ozone on all plots during the study period.
Collapse
Affiliation(s)
- Rastislav Janík
- Institute of Forest Ecology, Slovak Academy of Sciences, Zvolen, Slovakia.
| | - Martin Kubov
- Institute of Forest Ecology, Slovak Academy of Sciences, Zvolen, Slovakia
- Faculty of Forestry, Technical University in Zvolen, Zvolen, Slovakia
| | - Branislav Schieber
- Institute of Forest Ecology, Slovak Academy of Sciences, Zvolen, Slovakia
| |
Collapse
|
4
|
Assessing the Impact of Ozone on Forest Trees in An Integrative Perspective: Are Foliar Visible Symptoms Suitable Predictors for Growth Reduction? A Critical Review. FORESTS 2019. [DOI: 10.3390/f10121144] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Plant growth reduction (GR) is the most widely accepted damage parameter to assess the sensitivity of trees to tropospheric ozone (O3) pollution since it integrates different physiological processes leading to loss of photosynthetic activity and distraction of metabolic resources from growth to defense, repair, and recovery pathways. Because of the intrinsic difficulty to assess the actual O3 risk assessment for forests in field conditions, foliar visible symptoms (FVS) induced by O3 have been proposed as a proxy to estimate possible GR in forest trees. The rationale for this assumption is that the onset of FVS implies a reduction of the photosynthetic capacity of plants. In this review, we show that GR and FVS can be the consequences of independent physiological pathways involving different response mechanisms that can cause both FVS without GR and GR without FVS. The onset of FVS may not lead necessarily to significant GR at plant level for several reasons, including the rise of compensatory photosynthesis, the time lag between growth processes and the accumulation of critical O3 dose, and the negligible effect of a modest amount of injured leaves. Plant GR, on the other hand, may be induced by different physiological mechanisms not necessarily related to FVS, such as stomatal closure (i.e., carbon starvation) to avoid or reduce O3 uptake, and the increase of respiratory processes for the production of metabolic defense compounds. Growth reduction and FVS can be interpreted as different strategies for the acclimation of plants to a stressful environment, and do not mean necessarily damage. Growth reduction (without FVS) seems to prevail in species adapted to limiting environmental conditions, that avoid loss and replacement of injured leaves because of the high metabolic cost of their production; conversely, FVS manifestation (without GR) and the replacement of injured leaves is more common in species adapted to environments with low-stress levels, since they can benefit from a rapid foliar turnover to compensate for the decreased rate of photosynthesis of the whole plant.
Collapse
|
5
|
Estimation of the Impact of Ozone on Four Economically Important Crops in the City Belt of Central Mexico. ATMOSPHERE 2018. [DOI: 10.3390/atmos9060223] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
6
|
Ferretti M, Bacaro G, Brunialti G, Confalonieri M, Cristofolini F, Cristofori A, Frati L, Finco A, Gerosa G, Maccherini S, Gottardini E. Scarce evidence of ozone effect on recent health and productivity of alpine forests-a case study in Trentino, N. Italy. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:8217-8232. [PMID: 29352394 DOI: 10.1007/s11356-018-1195-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 01/02/2018] [Indexed: 05/10/2023]
Abstract
We investigated the significance of tropospheric ozone as a factor explaining recent tree health (in terms of defoliation) and productivity (in terms of basal area increment, BAI) in 15 ICP Forests level I and one level II plots in alpine forests in Trentino (N. Italy). Mean daily ozone summer concentrations varied between 30 and 72 parts per billion (ppb) leading to large exceedance of concentration-based critical levels set to protect forest trees. Phytoxic ozone dose (POD0) estimated at the level II plot over the period 1996-2009 was 31-61 mmol m-2 projected leaf area (PLA). The role of ozone was investigated taking into account other site and environmental factors. Simple linear regression, multiple linear regression (MLR, to study mean periodical defoliation and mean periodical BAI), and linear mixed models (LMM, to study annual defoliation data) were used. Our findings suggest that-regardless of the metric adopted-tropospheric ozone is not a significant factor in explaining recent status and trends of defoliation and BAI in the alpine region examined. Both defoliation and BAI are in turn driven by biotic/abiotic damage, nutritional status, DBH (assumed as a proxy for age), and site characteristics. These results contrast with available ozone-growth dose response relationships (DRRs) and other observational studies. This may be due to a variety of concurrent reasons: (i) DRRs developed for individual saplings under controlled condition are not necessarily valid for population of mature trees into real forest ecosystems; (ii) some observational studies may have suffered from biased design; and (iii) since alpine forests have been exposed to high ozone levels (and other oxidative stress) over decades, possible acclimation mechanisms cannot be excluded.
Collapse
Affiliation(s)
- Marco Ferretti
- Swiss Federal Research Institute for Forests, Snow, and Landscape Research WSL, Züricherstrasse 111, 8903, Birmensdorf, Switzerland.
- TerraData environmetrics, Spin-Off Company of the University of Siena, Via L. Bardelloni 19, 58025 Monterotondo Marittimo, Grosseto, Italy.
| | - Giovanni Bacaro
- Department of Life Sciences, University of Trieste, Via L. Giorgieri 10, 34127, Trieste, Italy
| | - Giorgio Brunialti
- TerraData environmetrics, Spin-Off Company of the University of Siena, Via L. Bardelloni 19, 58025 Monterotondo Marittimo, Grosseto, Italy
| | - Mauro Confalonieri
- Provincia Autonoma di Trento, Servizio Foreste e Fauna, Via G.B. Trener 3, 38121, Trento, Italy
| | - Fabiana Cristofolini
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach 1, 38010, San Michele all'Adige, Italy
| | - Antonella Cristofori
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach 1, 38010, San Michele all'Adige, Italy
| | - Luisa Frati
- TerraData environmetrics, Spin-Off Company of the University of Siena, Via L. Bardelloni 19, 58025 Monterotondo Marittimo, Grosseto, Italy
| | - Angelo Finco
- Università Cattolica del Sacro Cuore, via Musei 41, 25121, Brescia, Italy
| | - Giacomo Gerosa
- Università Cattolica del Sacro Cuore, via Musei 41, 25121, Brescia, Italy
| | - Simona Maccherini
- TerraData environmetrics, Spin-Off Company of the University of Siena, Via L. Bardelloni 19, 58025 Monterotondo Marittimo, Grosseto, Italy
- Department of Life Science, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Elena Gottardini
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach 1, 38010, San Michele all'Adige, Italy
| |
Collapse
|
7
|
Gottardini E, Cristofolini F, Cristofori A, Ferretti M. In search for evidence: combining ad hoc survey, monitoring, and modeling to estimate the potential and actual impact of ground level ozone on forests in Trentino (Northern Italy). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:8206-8216. [PMID: 28956248 DOI: 10.1007/s11356-017-9998-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 08/22/2017] [Indexed: 06/07/2023]
Abstract
A 5-year project was carried out over the period 2007-2011 to estimate the potential and actual ozone effect on forests in Trentino, Northern Italy (6207 km2) (Ozone EFFORT). The objective was to provide explicit answers to three main questions: (i) is there a potential risk placed by ozone to vegetation? (ii) are there specific ozone symptoms on vegetation, and are they related to ozone levels? (iii) are there ozone-related effects on forest health and growth? Different methods and techniques were adopted as follows: monitoring ozone levels, ad hoc field survey for symptoms on vegetation and chlorophyll-related measurements, modeling to upscale ozone measurements, ozone flux estimation, statistical analysis, and modeling to detect whether a significant effect attributable to ozone exists. Ozone effects were assessed on an ad hoc-introduced bioindicator, on spontaneous woody species, and on forest trees. As for question (i), the different ozone-risk critical levels for both exposure and stomatal flux were largely exceeded in Trentino, evidencing a potentially critical situation for vegetation. As for question (ii), specific ozone foliar symptoms related to ozone exposure levels were observed on the introduced supersensitive Nicotiana tabacum L. cv Bel-W3 and on the spontaneous, ozone-sensitive Viburnum lantana L., but not on other 33 species surveyed in the field studies. Regarding question (iii), statistical analyses on forest health (in terms of defoliation) and growth (in terms of basal area increment) measured at 15 forest monitoring plots and tree rings (at one site) revealed no significant relationship with ozone exposure and flux. Instead, a set of factors related to biotic and abiotic causes, foliar nutrients, age, and site were identified as the main drivers of forest health and growth. In conclusion, while ozone levels and fluxes in the investigated region were much higher than current critical levels, evidence of impact on vegetation-and on forest trees in particular-was limited.
Collapse
Affiliation(s)
- Elena Gottardini
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach, 1 38010 San Michele all'Adige, Trento, Italy.
| | - Fabiana Cristofolini
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach, 1 38010 San Michele all'Adige, Trento, Italy
| | - Antonella Cristofori
- Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach, 1 38010 San Michele all'Adige, Trento, Italy
| | - Marco Ferretti
- Swiss Federal Institute for Forests, Snow and Landscape Research WSL, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
- TerraData environmetrics, Via L. Bardelloni 19, 58025 Monterotondo M.mo, Grosseto, Italy
| |
Collapse
|
8
|
Finco A, Marzuoli R, Chiesa M, Gerosa G. Ozone risk assessment for an Alpine larch forest in two vegetative seasons with different approaches: comparison of POD 1 and AOT40. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2017; 24:26238-26248. [PMID: 28608159 DOI: 10.1007/s11356-017-9301-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Accepted: 05/17/2017] [Indexed: 06/07/2023]
Abstract
The upper vegetation belts like larch forests are supposed to be under great pressure because of climate change in the next decades. For this reason, the evaluation of the risks due to abiotic stressors like ozone is a key step. Two different approaches were used here: mapping AOT40 index by means of passive samplers and direct measurements of ozone deposition.Measurements of ozone fluxes using the eddy-correlation technique were carried out for the first time over a larch forest in Paspardo (I) at 1750 m a.s.l. Two field campaigns were run: the first one in 2010 from July to October and the second one in the following year from June to September. Vertical exchange of ozone, energy, and momentum were measured on a tower platform at 26 m above ground level to study fluxes dynamics over this ecosystem. Since the tower was located on a gentle slope, an "ad hoc" methodology was developed to minimize the effects of the terrain inclination. The larch forest uptake was estimated by means of a two-layer model to separate the understorey uptake from the larch one. Even if the total ozone fluxes were generally high, up to 30-40 nmol O3 m-2 s-1 in both years, the stomatal uptake by the larch forest was relatively low (around 15% of the total deposition).Ozone risk was assessed considering the POD1 received by the larch forest and the exposure index AOT40 estimated with both local data and data from the map obtained by the passive samplers monitoring.
Collapse
Affiliation(s)
- Angelo Finco
- Mathematics and Physics Department, Catholic University of the Sacred Heart, Brescia, Italy
| | - Riccardo Marzuoli
- Mathematics and Physics Department, Catholic University of the Sacred Heart, Brescia, Italy
| | - Maria Chiesa
- Mathematics and Physics Department, Catholic University of the Sacred Heart, Brescia, Italy
| | - Giacomo Gerosa
- Mathematics and Physics Department, Catholic University of the Sacred Heart, Brescia, Italy.
| |
Collapse
|
9
|
Calatayud V, Diéguez JJ, Sicard P, Schaub M, De Marco A. Testing approaches for calculating stomatal ozone fluxes from passive samplers. THE SCIENCE OF THE TOTAL ENVIRONMENT 2016; 572:56-67. [PMID: 27494654 DOI: 10.1016/j.scitotenv.2016.07.155] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Revised: 07/22/2016] [Accepted: 07/22/2016] [Indexed: 06/06/2023]
Abstract
Current ozone (O3) levels are high enough to negatively affect vegetation and may become worse in the future. Ozone risk assessments have recently shifted from exposure-based to flux-based metrics. Modeling stomatal O3 fluxes requires hourly O3 and meteorological data, which are not always available. Large datasets of O3 concentrations measured with passive samplers exist worldwide, and usually provide weekly to monthly means. We tested the suitability of using aggregated data instead of hourly data for O3 flux calculations with 3-year time series of O3 data from 24 Spanish air quality stations. Five different approaches and three different parameterizations were tested. Ozone-averaged values in combination with hourly meteorological data provided the most robust estimates of accumulated O3 fluxes (Phytotoxic Ozone Dose with no threshold, POD0), and the median of the absolute percent error (MAPE) due to aggregation came close to 5%. Aggregations from 1week to 1month yielded similar errors, which is important in the cost-efficiency terms of the chosen passive sampler exposure periodicity. One major limitation of these approaches is that they are not suitable for high POD thresholds, and that accuracy of the measurements with passive samplers has to be strictly assured in order to finally obtain acceptable errors. A combination of meteorological data and O3 passive sampler measurements may be used to estimate O3 fluxes at remote forest sites as a valuable risk assessment tool.
Collapse
Affiliation(s)
- Vicent Calatayud
- Fundación CEAM, c/ Charles R. Darwin, 14, Parque Tecnológico, Paterna 46980, Spain.
| | - José Jaime Diéguez
- Fundación CEAM, c/ Charles R. Darwin, 14, Parque Tecnológico, Paterna 46980, Spain
| | - Pierre Sicard
- ACRI-HE, 260 route du Pin Montard, 06904 Sophia-Antipolis Cedex, France
| | - Marcus Schaub
- Swiss Federal Research Institute WSL, Zuercherstrasse 111, 8903 Birmensdorf, Switzerland
| | | |
Collapse
|
10
|
Sari D, İncecik S, Ozkurt N. Surface ozone levels in the forest and vegetation areas of the Biga Peninsula, Turkey. THE SCIENCE OF THE TOTAL ENVIRONMENT 2016; 571:1284-1297. [PMID: 27474990 DOI: 10.1016/j.scitotenv.2016.07.168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 06/27/2016] [Accepted: 07/23/2016] [Indexed: 06/06/2023]
Abstract
Spatial and temporal variability of surface ozone in the rural, mountainous and suburban sites of Biga Peninsula, at the northwest of Turkey which is about 300km southwest of Istanbul was investigated using passive samplers and continuous analyzers. A total 10 passive samplers and two continuous analyzers were used between 1.1.2013 and 31.12.2014. OX levels in the study region were examined to understand NOx dependent or independent contribution to ozone. The influences of the meteorological parameters on ozone levels were also examined by wind speed and ambient temperature. The results clearly show that mountainous areas have higher cumulative exposure to ozone than suburban locations. In order to understand the long range transport sources contributing to the high ozone levels in the region backward trajectories were computed using HYSPLIT model and then clustering of trajectories are performed. The results clearly show the characteristics of pollutant transport from north to Biga Peninsula. Additionally, AOT40 (Accumulated hourly O3 concentrations Over a Threshold of 40ppb) cumulative index was calculated using daytime hourly measurements. The results indicate that the ozone values in the study area are much higher than the critical levels for forest and vegetation based on EU Directive 2008/50/EC.
Collapse
Affiliation(s)
- Deniz Sari
- TUBITAK Marmara Research Center, Environment and Cleaner Production Institute, 41470 Kocaeli, Turkey.
| | - Selahattin İncecik
- Department of the Meteorology, İstanbul Technical University, İstanbul, Turkey
| | - Nesimi Ozkurt
- TUBITAK Marmara Research Center, Environment and Cleaner Production Institute, 41470 Kocaeli, Turkey
| |
Collapse
|
11
|
Vlasáková-Matoušková L, Hůnová I. Stomatal ozone flux and visible leaf injury in native juvenile trees of Fagus sylvatica L.: a field study from the Jizerske hory Mts., the Czech Republic. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2015; 22:10034-10046. [PMID: 25677787 DOI: 10.1007/s11356-015-4174-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 01/25/2015] [Indexed: 06/04/2023]
Abstract
The study was carried out at six sites in the Jizerskehory Mts. in the north of the Czech Republic. At all these sites, ranging in altitude between 460 and 962 m a. s. l., and during the period from June to September in 2008, O3 concentrations and environmental parameters important for accumulated stomatal O3 flux (AFst) into Fagus sylvatica leaves were measured. At five sites, visible injury on Fagus sylvatica L. juvenile tree leaves was observed. A combination of actual O3 levels in the Jizerkehory Mts. and environmental conditions, though relative air humidity and air temperature significantly limited stomatal conductance, has been sufficient enough to cause O3 uptake exceeding the critical level (CL) for forest ecosystems. The AFst values ranged between 13.4 and 22.3 mmol O3 m(-2). The CL for the accumulated stomatal flux of O3 above a flux threshold 1.6 nmol m(-2) s(-1) (AFst1.6) was exceeded at all sites from ca 45 to 270% (160% on average). The CL of 5 ppm h(-1) for AOT40 (accumulated O3 exposure above threshold of 40 ppb) was exceeded at four sites. The relationship between visible injury on O3 indices was found. The conclusions based on AOT40 and AFSt are not the same. AFSt has been determined as better predictor of visible injury than AOT40.
Collapse
Affiliation(s)
- Leona Vlasáková-Matoušková
- Institute for Environmental Studies, Faculty of Science, Charles University in Prague, Benatska 2, 128 01, Prague 2, Czech Republic,
| | | |
Collapse
|
12
|
Guerrero CC, Günthardt-Goerg MS, Vollenweider P. Foliar symptoms triggered by ozone stress in irrigated holm oaks from the city of Madrid, Spain. PLoS One 2013; 8:e69171. [PMID: 23894424 PMCID: PMC3718789 DOI: 10.1371/journal.pone.0069171] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 06/10/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Despite abatement programs of precursors implemented in many industrialized countries, ozone remains the principal air pollutant throughout the northern hemisphere with background concentrations increasing as a consequence of economic development in former or still emerging countries and present climate change. Some of the highest ozone concentrations are measured in regions with a Mediterranean climate but the effect on the natural vegetation is alleviated by low stomatal uptake and frequent leaf xeromorphy in response to summer drought episodes characteristic of this climate. However, there is a lack of understanding of the respective role of the foliage physiology and leaf xeromorphy on the mechanistic effects of ozone in Mediterranean species. Particularly, evidence about morphological and structural changes in evergreens in response to ozone stress is missing. RESULTS Our study was started after observing ozone -like injury in foliage of holm oak during the assessment of air pollution mitigation by urban trees throughout the Madrid conurbation. Our objectives were to confirm the diagnosis, investigate the extent of symptoms and analyze the ecological factors contributing to ozone injury, particularly, the site water supply. Symptoms consisted of adaxial and intercostal stippling increasing with leaf age. Underlying stippling, cells in the upper mesophyll showed HR-like reactions typical of ozone stress. The surrounding cells showed further oxidative stress markers. These morphological and micromorphological markers of ozone stress were similar to those recorded in deciduous broadleaved species. However, stippling became obvious already at an AOT40 of 21 ppm•h and was primarily found at irrigated sites. Subsequent analyses showed that irrigated trees had their stomatal conductance increased and leaf life -span reduced whereas the leaf xeromorphy remained unchanged. These findings suggest a central role of water availability versus leaf xeromorphy for ozone symptom expression by cell injury in holm oak.
Collapse
Affiliation(s)
- Carlos Calderón Guerrero
- Forest Dynamics. Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Silvopasture, Faculty of Forest Engineering (EUIT Forestal), Universidad Politécnica de Madrid, Madrid, Spain
| | | | - Pierre Vollenweider
- Forest Dynamics. Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
| |
Collapse
|
13
|
Gerosa G, Finco A, Marzuoli R, Ferretti M, Gottardini E. Errors in ozone risk assessment using standard conditions for converting ozone concentrations obtained by passive samplers in mountain regions. JOURNAL OF ENVIRONMENTAL MONITORING : JEM 2012; 14:1703-9. [PMID: 22441142 DOI: 10.1039/c2em10965d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Passive samplers are often employed to measure ozone concentrations in remote areas such as mountain forests. The potential ozone risk for vegetation is then assessed by calculating the AOT40 exposure index (accumulated hourly ozone concentration exceedances above 40 ppb, i.e. AOT40 = Σ([O(3)] - 40)Δt for any hourly ozone concentration [O(3)] > 40 ppb). AOT40 is customary calculated on the basis of ozone concentrations expressed as a volumetric mixing ratio, while lab sheets normally report ozone concentrations from passive samplers in mass units per cubic metre. Concentrations are usually converted from mass units to ppb using a standard conversion factor taking SATP (Standard Ambient Temperature and Pressure) conditions into account. These conditions, however, can vary considerably with elevation. As a consequence, the blanket application of a standard conversion factor may lead to substantial errors in reporting and mapping ozone concentrations and therefore in assessing potential ozone risk in mountain regions. In this paper we carry out a sensitivity analysis of the effects of uncertainties in estimations of air temperature (T) and atmospheric pressure (P) on the concentration conversion factor, and present two examples from two monitoring and mapping exercises carried out in the Italian Alps. We derived P and T at each site from adiabatic lapse rates for temperature and pressure and analysed the magnitude of error in concentration estimations. Results show that the concentration conversion is much more sensitive to uncertainties in P gradient estimation than to air temperature errors. The concentration conversion factor (cf) deviates 5% from the standard transformation at an elevation of 500 m asl. As a consequence, the standard estimated AOT40 at this elevation is about 13% less than the actual value. AOT40 was found to be underestimated by an average between 25% and 34% at typical elevations of mountain forest stands in the Italian Alps when a correct conversion factor for transforming ozone concentrations from μg m(-3) to ppb is not applied.
Collapse
Affiliation(s)
- G Gerosa
- Dipartimento di Matematica e Fisica, Università Cattolica del Sacro Cuore, via Musei 41, 25121 Brescia, Italy.
| | | | | | | | | |
Collapse
|
14
|
Ferretti M, Cristofolini F, Cristofori A, Gerosa G, Gottardini E. A simple linear model for estimating ozone AOT40 at forest sites from raw passive sampling data. ACTA ACUST UNITED AC 2012; 14:2238-44. [DOI: 10.1039/c2em30137g] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
15
|
Calatayud V, Marco F, Cerveró J, Sánchez-Peña G, Sanz MJ. Contrasting ozone sensitivity in related evergreen and deciduous shrubs. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2010; 158:3580-3587. [PMID: 20855140 DOI: 10.1016/j.envpol.2010.08.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2010] [Revised: 08/18/2010] [Accepted: 08/18/2010] [Indexed: 05/29/2023]
Abstract
Plant responses to enhanced ozone levels have been studied in two pairs of evergreen-deciduous species (Pistacia terebinthus vs. P. lentiscus; Viburnum lantana vs. V. tinus) in Open Top Chambers. Ozone induced widespread visible injury, significantly reduced CO(2) assimilation and stomatal conductance (g(s)), impaired Rubisco efficiency and regeneration capacity (V(c,max,)J(max)) and altered fluorescence parameters only in the deciduous species. Differences in stomatal conductance could not explain the observed differences in sensitivity. In control plants, deciduous species showed higher superoxide dismutase (SOD) activity than their evergreen counterparts, suggesting metabolic differences that could make them more prone to redox imbalances. Ozone induced increases in SOD and/or peroxidase activities in all the species, but only evergreens were able to cope with the oxidative stress. The relevancy of these results for the effective ozone flux approach and for the current ozone Critical Levels is also discussed.
Collapse
Affiliation(s)
- Vicent Calatayud
- Fundación CEAM, c/ Charles R. Darwin 14, Parque Tecnológico, 46980 Paterna, Valencia, Spain.
| | | | | | | | | |
Collapse
|
16
|
Gottardini E, Cristofori A, Cristofolini F, Bussotti F, Ferretti M. Responsiveness of Viburnum lantana L. to tropospheric ozone: field evidence under contrasting site conditions in Trentino, northern Italy. ACTA ACUST UNITED AC 2010; 12:2237-43. [DOI: 10.1039/c0em00299b] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
17
|
Piikki K, Klingberg J, Pihl Karlsson G, Karlsson PE, Pleijel H. Estimates of AOT ozone indices from time-integrated ozone data and hourly air temperature measurements in southwest Sweden. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2009; 157:3051-3058. [PMID: 19501939 DOI: 10.1016/j.envpol.2009.05.038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2008] [Revised: 04/09/2009] [Accepted: 05/17/2009] [Indexed: 05/27/2023]
Abstract
Surface ozone concentration and surface air temperature was measured hourly at three coastal sites, four low elevation inland sites and two high elevation inland sites in southwestern Sweden. Diurnal ozone concentration range (DOR) and diurnal temperature range (DTR) were strongly correlated, both spatially and temporally, most likely because both depended on atmospheric stability. Accumulated ozone exposure above a threshold concentration of x nmol mol(-1) (AOTx) was estimated from time-integrated ozone concentration (as from diffusive sampling) and measures of ozone concentration variability. Two methods both estimated 24-h AOTx with high accuracy (modelling efficiencies >90% for x <or= 40 nmol mol(-1)). Daytime (08:00-20:00) AOTx could not be equally well estimated. Estimates were better for lower AOT thresholds. Diffusive ozone concentration sampling, combined with hourly temperature monitoring, could be a valuable complement to ozone concentration monitoring with continuous instruments.
Collapse
Affiliation(s)
- K Piikki
- University of Skövde, School of Life Sciences, Skövde, Sweden.
| | | | | | | | | |
Collapse
|
18
|
De Marco A. Assessment of present and future risk to Italian forests and human health: modelling and mapping. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2009; 157:1407-1412. [PMID: 19022542 DOI: 10.1016/j.envpol.2008.09.047] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2008] [Accepted: 09/18/2008] [Indexed: 05/27/2023]
Abstract
A review of ozone pollution in Italy shows levels largely above the thresholds established by EU regulation for vegetation and human health protection. The Italian air quality monitoring network appears quantitatively inadequate to cover all the territorial surface, because of scarcity and unequal distribution of monitoring sites. By applying the integrated assessment model RAINS-Italy to the year 2000, the whole of Italy exceeds the AOT40 critical level for forest, while Northern and central areas show strong potential of O(3) impact on human health with approximately 11% of territory >10 O(3)-induced premature deaths. Two scenarios for the year 2020, the Current Legislation and the Maximum Technical Feasible Reduction, show a reduction of AOT40Forest by 29% and 44%, SOMO35 by 31% and 47%, and O(3)-induced premature deaths by 32% and 48%, compared to 2000. RAINS-Italy can be used to improve the map quality and cover areas not reached by the national monitoring network.
Collapse
|
19
|
Bussotti F, Ferretti M. Visible injury, crown condition, and growth responses of selected Italian forests in relation to ozone exposure. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2009; 157:1427-1437. [PMID: 18977569 DOI: 10.1016/j.envpol.2008.09.034] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2008] [Accepted: 09/18/2008] [Indexed: 05/27/2023]
Abstract
The impact of ozone on forest ecosystems in Italy is monitored within the CONECOFOR programme. Ozone levels are measured in 30 plots using passive samplers. Response parameters used are: crown condition (transparency), BAI (basal area increment), and visible symptoms on spontaneous vegetation. Levels of AOT40 are above the concentration-based critical level of 5 ppm h in all sites, but the evidence of impact on forest vegetation remains limited. Ozone is a predictor of crown transparency residuals in beech sites over two consecutive years, but the variance explained amounts to less than 10%. The relation between BAI reduction and ozone is even less certain. Transparency and BAI are more readily explainable in terms of ecological conditions of the site and climate fluctuations. The interpretation of visible symptoms is doubtful, and is conditioned by the prevailing ecological factors in the areas.
Collapse
Affiliation(s)
- Filippo Bussotti
- Università degli Studi di Firenze, Dipartimento di Biologia Vegetale, Piazzale delle Cascine 28, 50144 Firenze, Italy.
| | | |
Collapse
|
20
|
Waldner P, Schaub M, Graf Pannatier E, Schmitt M, Thimonier A, Walthert L. Atmospheric deposition and ozone levels in Swiss forests: are critical values exceeded? ENVIRONMENTAL MONITORING AND ASSESSMENT 2007; 128:5-17. [PMID: 17242975 DOI: 10.1007/s10661-006-9411-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2006] [Revised: 06/19/2006] [Accepted: 06/20/2006] [Indexed: 05/13/2023]
Abstract
Air pollution affects forest health through atmospheric deposition of acidic and nitrogen compounds and elevated levels of tropospheric ozone (O3). In 1985, a monitoring network was established across Europe and various research efforts have since been undertaken to define critical values. We measured atmospheric deposition of acidity and nitrogen as well as ambient levels of O3 on 12, 13, and 14 plots, respectively, in the framework of the Swiss Long-Term Forest Ecosystem Research (LWF) in the period from 1995 to 2002. We estimated the critical loads of acidity and of nitrogen, using the steady state mass balance approach, and calculated the critical O3 levels using the AOT40 approach. The deposition of acidity exceeded the critical loads on 2 plots and almost reached them on 4 plots. The median of the measured molar ratio of base nutrient cations to total dissolved aluminium (Bc/Al) in the soil solution was higher than the critical value of 1 for all depths, and also at the plots with an exceedance of the critical load of acidity. For nitrogen, critical loads were exceeded on 8 plots and deposition likely represents a long-term ecological risk on 3 to 10 plots. For O3, exceedance of critical levels was recorded on 12 plots, and led to the development of typical O3-induced visible injury on trees and shrubs, but not for all plots due to (1) the site specific composition of O3 sensitive and tolerant plant species, and (2) the influence of microclimatic site conditions on the stomatal behaviour, i.e., O3 uptake.
Collapse
Affiliation(s)
- Peter Waldner
- WSL, Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland.
| | | | | | | | | | | |
Collapse
|
21
|
Ferretti M, Fagnano M, Amoriello T, Badiani M, Ballarin-Denti A, Buffoni A, Bussotti F, Castagna A, Cieslik S, Costantini A, De Marco A, Gerosa G, Lorenzini G, Manes F, Merola G, Nali C, Paoletti E, Petriccione B, Racalbuto S, Rana G, Ranieri A, Tagliaferri A, Vialetto G, Vitale M. Measuring, modelling and testing ozone exposure, flux and effects on vegetation in southern European conditions--what does not work? A review from Italy. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2007; 146:648-58. [PMID: 16889878 DOI: 10.1016/j.envpol.2006.05.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2006] [Revised: 05/09/2006] [Accepted: 05/11/2006] [Indexed: 05/11/2023]
Abstract
Ozone (O3) exposure at Italian background sites exceeds UN/ECE concentration-based critical levels (CLe(c)), if expressed in terms of AOT40. Yet the occurrence of adverse effects of O3 on forests and crops is controversial. Possible reasons include (i) ability of response indicators to provide an unbiased estimate of O3 effects, (ii) setting of current CLe(c) in terms of cut-off value and accumulation level, (iii) response functions adopted to infer a critical level, (iv) environmental limitation to O3 uptake and (v) inherent characteristics of Mediterranean vegetation. In particular, the two latter points suggest that critical levels based on accumulated stomatal flux (CLe(f)) can be a better predictor of O3 risk than CLe(c). While this concept is largely acknowledged, a number of factors may limit its applicability for routine monitoring. This paper reviews levels, uptake and vegetation response to O3 in Italy over recent years to discuss value, uncertainty and feasibility of different approaches to risk assessment.
Collapse
Affiliation(s)
- M Ferretti
- DBV, Università di Firenze, Florence, Italy.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Schaub M, Emberson L, Büker P, Kräuchi N. Preliminary results of modeled ozone uptake for Fagus sylvatica L. trees at selected EU/UN-ECE intensive monitoring plots. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2007; 145:636-43. [PMID: 16777285 DOI: 10.1016/j.envpol.2006.02.029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2005] [Accepted: 02/27/2006] [Indexed: 05/10/2023]
Abstract
The objective of this study was to establish whether EU and UN-ECE/ICP-Forests monitoring data (i) provide the variables necessary to apply the flux-based modeling methods and (ii) meet the quality criteria necessary to apply the flux-based critical level concept. Application of this model has been possible using environmental data collected from the EU and UN-ECE/ICP-Forests monitoring network in Switzerland and Italy for 2000-2002. The test for data completeness and plausibility resulted in 6 out of a possible total of 20 Fagus sylvatica L. plots being identified as suitable from Switzerland, Italy, Spain, and France. The results show that the collected data allow the identification of different spatial and temporal areas and periods as having higher risk to ozone than those identified using the AOT40 approach. However, it was also apparent that the quality and completeness of the available data may severely limit a complete risk assessment across Europe.
Collapse
Affiliation(s)
- Marcus Schaub
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Zürcherstrasse 111, 8903 Birmensdorf, Switzerland.
| | | | | | | |
Collapse
|
23
|
Ferretti M, Bussotti F, Calatayud V, Schaub M, Kräuchi N, Petriccione B, Sanchez-Peña G, Sanz MJ, Ulrich E. Ozone and forests in South-Western Europe--What have we learned? ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2007; 145:652-5. [PMID: 16777303 DOI: 10.1016/j.envpol.2006.02.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2005] [Accepted: 02/27/2006] [Indexed: 05/10/2023]
Abstract
Monitoring of forest condition and ozone (O3) at 83 sites in France, Italy, Luxenbourg, Spain and Switzerland resulted in a number of findings in relation to the knowledge of O3 exposure (concentration and cumulative AOT40), feasibility of the assessment of stomatal O3 flux and relationships between O3 and crown defoliation of beech and visible symptoms on native vegetation. However, the project provides evidence of issues to be addressed within the current monitoring system (data quality, validation sites and response indicators) and indications as to how the monitoring of O3 risk in the context of an effect-oriented monitoring program can be improved.
Collapse
Affiliation(s)
- Marco Ferretti
- Dipartimento di Biologia Vegetale, Università di Firenze, Firenze, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
24
|
Ferretti M, Bussotti F, Calatayud V, Sanz MJ, Schaub M, Kräuchi N, Petriccione B, Sanchez-Peña G, Ulrich E. Ozone and forests in South-Western Europe. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2007; 145:617-9. [PMID: 16777305 DOI: 10.1016/j.envpol.2006.02.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2005] [Accepted: 02/27/2006] [Indexed: 05/10/2023]
Abstract
The paper provides basic information about background, objectives and structure of O3SWE (Ozone at the permanent monitoring plots in South-Western Europe), an international co-operative project aimed at evaluating O3 concentrations, cumulative exposure, uptake and effects on forest vegetation in four countries of South-Western Europe (France, Italy, Luxenbourg, Spain and Switzerland). The project covers a total of 83 permanent plots of the EU and UN/ECE intensive forest monitoring programme and span over three years of investigation (2000-2002). The O3SWE project aims to demonstrate how, using data collected routinely in an intensive forest monitoring network, O3 exposure, flux and effects can be assessed and exceedances critically evaluated.
Collapse
Affiliation(s)
- Marco Ferretti
- Dipartimento di Biologia Vegetale, Università di Firenze, Firenze, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|