- freely available
Int. J. Mol. Sci. 2015, 16(10), 25576-25604; doi:10.3390/ijms161025576
Abstract: Since air pollution has been linked to a plethora of human health problems, strategies to improve air quality are indispensable. Despite the complexity in composition of air pollution, phytoremediation was shown to be effective in cleaning air. Plants are known to scavenge significant amounts of air pollutants on their aboveground plant parts. Leaf fall and runoff lead to transfer of (part of) the adsorbed pollutants to the soil and rhizosphere below. After uptake in the roots and leaves, plants can metabolize, sequestrate and/or excrete air pollutants. In addition, plant-associated microorganisms play an important role by degrading, detoxifying or sequestrating the pollutants and by promoting plant growth. In this review, an overview of the available knowledge about the role and potential of plant–microbe interactions to improve indoor and outdoor air quality is provided. Most importantly, common air pollutants (particulate matter, volatile organic compounds and inorganic air pollutants) and their toxicity are described. For each of these pollutant types, a concise overview of the specific contributions of the plant and its microbiome is presented. To conclude, the state of the art and its related future challenges are presented.
Air pollution has become a major cause of concern worldwide. The origin of airborne pollutants is often related to thermal processes (e.g., combustion of fuels). A lot of epidemiologic research has disclosed associations between air pollution and adverse health effects [1,2,3,4,5]. Moreover, data from 20 United States (US) cities showed that levels of PM10 (PM ≤ 10 μm) can be correlated with higher mortality rates as a result of cardiovascular or respiratory disorders  and, in recent years, it was recognized that exposure to PM during pregnancy or early life may be linked to developing autism spectrum disorder (ASD) [7,8]. Current emission abatement strategies, focusing on specific technical measures, are not sufficient to meet either environmental or climate challenges. Although improvements in combustion technology are likely to reduce the overall emissions, and subsequent exposure, highly populated areas continue to be severely challenged by high emissions. Despite all efforts, the last annual report on air quality in Europe estimated that many urban inhabitants in the EU are still exposed to air pollutant concentrations above the World Health Organization (WHO) guidelines (Table 1) .
|Pollutant||Averaging Period||Max Number of Exceedances||WHO Guideline|
|PM10||1 day||3||50 μg/m3|
|1 year||NA||20 μg/m3|
|PM2.5||1 day||3||25 μg/m3|
|1 year||NA||10 μg/m3|
|Ozone||Max daily 8 h||0||100 μg/m3|
|NOx||1 h||0||200 μg/m3|
|1 year||NA||40 μg/m3|
|SOx||10 min||NA||500 μg/m3|
|1 day||0||20 μg/m3|
PM10: fraction of particulate matter with an aerodynamic diameter less than 10 μm; PM2.5: fraction of particulate matter with an aerodynamic diameter less than 2.5 μm; NA: data not available.
Ambient air pollution is composed of a high variety of primary and secondary pollutants, mainly including particulate matter (PM), volatile organic compounds (VOCs) (benzene, toluene, ethylbenzene, xylene (BTEX), poly aromatic hydrocarbons (PAHs), formaldehyde, and so on) and inorganic pollutants (NOx, SO2, CO2, O3). Many of these outdoor air pollutants are also found indoor, in concentrations that often can be higher than the outdoors .
Despite the complexity in composition, phytoremediation was already shown to be an effective plant-based, environmentally friendly biotechnology to reduce and detoxify/degrade indoor and outdoor air pollutants. Plants are known to scavenge significant amounts of air pollutants and even partly metabolize them [11,12]. Fortunately, plants do not live alone; they are known to be associated with thousands if not millions of other organisms, such as fungi and bacteria. The functions of these plant-associated microorganisms are still under investigation, but they are well known to support plants to cope with abiotic and biotic stresses, to assist their host in nutrient and water uptake, and to produce plant hormones, siderophores and inhibitory allelochemicals [13,14,15]. In general, it is recognized that plant–microbe interactions play an important role during phytoremediation by degrading, detoxifying or sequestrating the pollutants and by promoting plant growth [15,16]. Some research showed that growing plants indoor increases air humidity, but contrarily to using industrially produced devices, it is not accompanied by an increase of harmful (for humans), colony forming units (cfu). Most probably, this is due to allelochemicals that are released to the atmosphere by the plants’ microbiome and that are inhibiting growth of airborne microorganisms [17,18].
In case of air pollution, the surface of leaves and stems is known to adsorb significant amounts of pollutants. Therefore, bacteria living on these surfaces, called the phyllosphere bacteria, might be of high importance. Part of the adsorbed pollution is also finding its entry into the plant, making (especially) leaf endophytes of high interest. These phyllospheric and endophytic bacteria can detoxify part of the pollutants by means of degradation, transformation or sequestration. Further, rainfall causes flowing down of the pollutants to the soil right below the plant, where the pollutants come into contact with the soil, the plant’s rhizosphere and the roots. A schematic overview of phytoremediation of air pollutants is presented in Figure 1.
In this review, the available knowledge about the above-described plant–microbe interactions during phytoremediation of air pollution is summarized for the main air pollutants (particulate matter, volatile organic compounds and inorganic pollutants). For each of these pollution categories, a definition, the toxicity and the role of the plants and their associated microorganisms is described. Moreover a concise overview of the specific contributions of the plant and its microbiome is presented in Figure 2. To conclude, the state of the art and its related future challenges are provided.
2. Particulate Matter
2.1. Definition and (Human) Toxicity
Particulate matter (PM) is a mixture of solid and liquid substances with different origins, shapes and chemical compositions .
PM can be generated (outdoors) by human activity, for example, vehicle exhausts, road dust, fossil fuels, and industrial activities . Moreover, PM is also generated indoors, mainly by heating, cleaning and cooking activities [10,20,21,22,23]. Next to these anthropogenic emission sources, significant amounts of PM can also be generated naturally by e.g., volcanic eruptions, forest and prairie fires, sandstorms, ocean breezes and soil and rock erosion.
Mostly, PM is classified in four fractions based on its aerodynamic diameter (Ø): large (Ø: 10–100 μm), coarse (Ø: 2.5–10 μm), fine (Ø: 0.01–2.5 μm) and ultrafine (Ø: < 0.01 μm) PM .
Particulate matter is composed of a relatively non-reactive part, as for example carbon or calcium, to which biologically active chemicals like (toxic) metals, organic compounds (e.g., PAHs)  and environmentally persistent free radicals (EPFRs) can be adsorbed , making them even more toxic.
Particulate matter is widely recognized as one of the most dangerous pollutants for human health [27,28,29,30,31,32]. Fine and super fine (PM2.5) particulate matter alone are causing over 2 million deaths on an annual basis all over the world . Due to the highly variable chemical and physical composition of PM, toxicological studies have not succeeded in determining the exact mechanisms of PM-induced toxicity so far. Many studies indicate that the level of PM toxicity is related to the chemical composition, particle size and shape . The most dominant hypothesis is that ultrafine particles (UFP) are more toxic compared to fine and coarse PM (Table 1) and, further, that toxicity is caused by inducing the generation of reactive oxygen species (ROS) on their surface. Only recently, Kiruri et al. , Kelley et al.  and Khachatryan et al.  showed that this ROS production on the surface of UFP is related to surface-associated environmentally persistent free radicals (EPFRs).
2.2. Role of Plants during PM Phytoremediation
Plants are known to be capable of scavenging significant amounts of PM, especially in urban areas and close to roads, by adsorbing PM on the foliage (sPM) or stabilizing them in waxes (wPM) [38,39,40,41,42]. Popek et al.  demonstrated that trees and shrubs, creating a biofilter on a way of PM flow, reduced the amount of PM that is accumulated on the foliage of trees grown further away in the park by about 50%. Both modeling and experimental (laboratory) research have been performed on PM scavenging by urban greenery around the world. The most used model to describe the urban forest structure and its ecosystem services, such as pollutant removal, is the i-Tree model developed by Nowak et al. .
For example, it was estimated that in Beijing (China) trees in the city center removed 772 tons of PM10 on a yearly basis . In Shanghai (China), a 9.1% decrease in PM concentrations was observed at a distance of 50–100 m into a forest in comparison with external urban woodland . McDonald et al.  showed that planting trees in the West Midlands (UK) on 3.7% up to 54% of the available land would reduce PM10 concentrations in the air by 26%, causing the removal of about 200 tons of PM10 per year. In Chicago, USA, trees occupying 11% of the city area eliminated approximately 234 tons of PM10 per year  and in the USA as a whole, trees and shrubs in urban areas adsorb around 215,000 tons of PM10 annually, representing a monetary value of 969 million dollars .
Although these numbers are very positive, we should keep in mind that 10–20-fold differences in PM accumulation among plant species were observed .
Taking into account their large total leaf area, trees are regarded as the most effective type of vegetation for PM scavenging . Moreover, the architecture of tree crowns resulting from the complex structure of foliage and shoot induces turbulent air movement, which positively affects PM accumulation capacity [49,50]. Next to trees, herbaceous vegetations have also been shown to be effective PM scavengers . The air filtration process can be enhanced by species-specific features of leaves, such as trichomes and the amount, chemical composition as well as the structure of epicuticular waxes. These wax layers are known to be able to immobilize and phytostabilize adsorbed PM [38,40,52]. In summary, plant-specific traits like leaf size and structure, wax content, ultrastructure and thickness, and pubescence and surface roughness, but also climate conditions such as precipitation and wind, and PM quantity and composition can affect the PM scavenging capacity [11,39,53,54,55].
Once PM is accumulated on plant leaves, it might affect their optical properties by absorption/reflection of PAR (photosynthetically active radiation) or clogged stomata resulting in a negative effect on photosynthesis and transpiration [42,56]. Photosynthesis and other physiological processes are also affected by toxic compounds attached to the surface of PM, e.g., trace elements, organic pollutants and Cl− and Na+, that, depending on the type and environmental conditions, may penetrate into plant tissues or can be removed from the surface of foliage by rain or wind events [57,58]. Przybysz et al.  found a negative correlation between photosynthesis rate and the level of accumulated PM, proving that photosynthesis efficiency depends, at least to some extent, on the level of PM. This negative effect on the photosynthetic apparatus was confirmed by a lower chlorophyll content and photosynthesis rate, an increased stomatal resistance and a decrease in the fluorescence of chlorophyll a parameters values. Although several other authors found similar negative correlation between PM and photosynthesis rates [56,60,61], for some plant species such as Ilex rotunda trees  and Sorbaria sorbifolia , the opposite was observed: photosynthetic rate was in some species higher in the more polluted areas. This is explained by the possible protective role of PM by reducing photoinhibition and probably a better (species-specific) tolerance for the PM-induced oxidative stress.
Overall, it is clear that both the PM accumulation capacity as well as the response of the photosynthetic apparatus are highly plant species specific.
2.3. Role of Plant-Associated Microorganisms during PM Phytoremediation
Plant-associated microorganisms are known to play an important role during plant growth and development by increasing nutrient availability (e.g., production of organic acids, siderophores), by producing plant growth hormones (e.g., production of indole acetic acid (IAA)) and by helping the plant to cope with abiotic and biotic stresses (e.g., production of 1-aminocyclopropane-1-carboxylate (ACC) deaminase) [13,14,15].
In case of PM phytoremediation, these plant growth-promoting traits might result in an increased biomass and thus surface to adsorb pollutants, meaning an improved PM adsorbance capacity. In general, direct and indirect mechanisms can induce plant growth promotion, as described by Weyens et al. .
Direct plant growth promotion can be resumed in three topics, which are further discussed below: bio-fertilization, growth and development regulation and stress abatement. (1) Some of the mineral nutrients, including nitrogen, phosphorus and iron, are frequently limiting in soil, and by consequence inhibiting the growth of land plants. Plant-associated microorganisms can act as bio fertilizers by fixing and/or solubilizing mineral nutrients that are unavailable for plants. Among those processes, biological N2 fixation by rhizobia is well-known. Nodulated leguminous plants incorporate C and N into soil, which besides increasing nutrient uptake capacity, also improves their tolerance to environmental stresses . Moreover, Rhizobia have been shown to be a potential tool for the remediation of organic and metal contaminations, by degrading organic contaminants and adsorbing, accumulating and detoxifying . (2) Bacteria are able to produce plant growth regulators such as auxins (e.g., IAA), cytokinins and gibberellins . These phytohormones often can induce a beneficial effect on plant growth and development [66,67]. Interestingly, the production of phytohormones by bacteria does not directly benefit themselves, but indirect benefits are achieved by the increase in nutrient supply, induced by the stimulated plant growth. (3) Negative effects of stress on plant growth can be abated by bacteria through the production of 1-aminocylcopropane-1-carboxylate (ACC) deaminase [68,69]. The general response of plants to (all kinds of) environmental stressors including pollutants is the production of ethylene leading to the activation of processes that inhibit plant development and growth including (but not limited to) senescence, chlorosis and leaf abscission . The ACC-deaminase enzyme, produced by many PGP bacteria, hydrolyzes ACC into ammonia and α-ketobutyrate . As ACC is the immediate precursor for ethylene, lowering the level of ACC in the plant also lowers the amount of ethylene that can be produced. The indirect mechanisms of plant growth promotion can be summarized as the inhibition of the growth and activity of plant pathogens. This inhibition can be induced by various mechanisms including the competition for space and nutrients, the production of biocontrol agents such as antibiotics and antifungal metabolites and/or the induction of systemic resistance [72,73].
Next to their plant growth promoting traits, resulting in higher PM absorbance capacity, plant-associated microorganisms might also play a role in the detoxification of the PM absorbed by their host plant. As described above, PM toxicity is caused by inducing the generation of reactive oxygen species (ROS) on their surface. It is known that some bacteria have high antioxidative properties [74,75], which can play a role in detoxifying ROS. As this ROS production on the surface of ultrafine particles is related to surface-associated EPFRs [35,36,37], we might expect a potential remedial action of bacteria on EPFR by means of (a) a reduction of the EPFR concentration on the surface of PM and (b) a neutralization of ROS species formed by EPFRs in the solution.
Plant-associated microorganisms possess degradation pathways and metabolic capabilities, resulting in more efficient organic contaminant degradation and reduction of both phytotoxicity and evapotranspiration of volatile pollutants . In case of toxic trace elements in the soil, root endophytes equipped with a metal-resistance/sequestration system can decrease metal phytotoxicity and enhance their accumulation in plant tissues . Therefore, it might be expected that foliage-associated microbes may support plants to cope with stresses caused by PM bounded contaminants and enhance phytoremediation efficiency. However, the role of microbes in detoxification of contaminants on the surface of leaves is still poorly understood.
3. Volatile Organic Compounds (VOCs)
3.1. Definition and (Human) Toxicity
There are numerous definitions to explain “VOC” and, mostly, they are based on physical and chemical features (boiling range, vapour pressure) and/or composition (carbon number range). The basic definition is the one provided by the Solvents Emission Directive: “any organic compound having at 20 °C a vapour pressure of 0.01 kPa or more or having a corresponding volatility under the particular conditions of use” . The presence of VOCs is negatively affecting outdoor as well as indoor air quality. VOCs in the ambient air are mainly of high interest because they significantly contribute to the formation of ozone (O3) in the presence of sunlight and nitrogen oxides [78,79]. In case of indoor VOCs, ozone formation is not a problem, since ozone decomposes into oxygen when it comes into contact with any surface (e.g., a wall).
VOCs sources are either anthropogenic (AVOCs) (transport, industry) or biogenic (BVOCs) (trees and other plants). Although on a global scale BVOC fluxes highly exceed that of the AVOC, in urban regions, the large amount of AVOC emissions from industrial and traffic sources results in a relatively low BVOC proportion [80,81]. Indoors, VOCs are emitted from various materials such as carpets, wallpaper, curtains, paper products, office chairs, and electronic equipment with the highest emissions when the material is new [82,83]. In general, the most studied AVOCs are Benzene, Toluene, Ethylbenzene, Xylene (BTEX), Poly Aromatic Hydrocarbons (PAHs), and formaldehyde; and for the BVOCs, chloromethane, isoprene and monoterpenes are most abundant .
Next to their role in O3 formation, VOCs themselves are also known to induce both short and long term adverse health effects on humans [85,86]. For example, formaldehyde can cause sensory irritation and nasopharyngeal cancer and benzene might lead to blood dyscrasias . As VOCs are the principal pollutants of indoor air [88,89] and people generally spend up to 90% of their time inside buildings (houses, offices, factories, etc.), toxicity of VOCs in indoor air are the subject of numerous studies. High indoor levels of VOCs are known to cause multiple chemical sensitivity and the “sick building syndrome” [88,90,91] and a cross-section of physical symptoms (e.g., allergies, asthma and headache) for those who are exposed [86,92].
3.2. Role of Plants during VOCs’ Phytoremediation
Several studies have described the ability of plants to remove VOCs from the air [93,94,95,96,97,98]. In a recent review of Dela Cruz et al. , more than 100 indoor plant species and their VOC removal capacity are summarized in a table. As already mentioned above, it is important to keep in mind that plants can also be an important source of VOCs . Therefore, low VOC emitting plant species should be selected for VOC phytoremediation. More integrative studies already revealed that selecting the optimal tree species composition and a slight increase in tree density result in a substantial (B)VOC reduction and a superior ecosystem service value .
In general, plants remove VOCs predominantly by uptake via leaf stomata, yet some gases are removed by the plant surface (cuticle). Uptake through the stomata is confirmed in many studies by a higher removal in light than in darkness (stomata are open in light and closed in darkness) [95,101,102]. Exceptions are so-called CAM and facultative CAM plants, which either constitutively, or after drought stress exposure (facultative) close their stomata during the day and open them during the night . This feature is desired for air phytoremediation because such plants, under drought conditions, take up pollutants from the air during the night, along with their CO2 absorption. Many species of Sedum genera have the ability of switching to CAM photosynthesis , which explains their successful cultivation on extensive green roofs, where drought often occurs. Plants that are recommended for indoor phytoremediation sometimes also experience drought. Species like Zamioculcas zamiifolia , also a facultative CAM plant, are very efficient for both growth and development as well as uptake of BTEX from indoor air. It is noteworthy that CAM plants grown indoor, besides their air purification traits, are also valuable as they do not compete for oxygen with humans. Facultative CAM systems, when joined with achievements of phytoremediation, are expected to strongly contribute towards our goal in improvement of phytoremediation biotechnologies.
Cuticular absorption was shown by measuring the amount of VOCs present in the wax layer [101,105]. Studies examining the role of both stomata and cuticle uptake by 14C labeling concluded a dominant uptake through the stomata and a substantial uptake through the cuticle . Moreover, Dela Cruz et al.  emphasized the importance of the properties of the VOCs. A hydrophilic VOC will not diffuse easily through the cuticle existing of lipids, whereas a lipophilic VOC is more likely to penetrate through the cuticle. After entering the leaves, VOCs diffuse into intercellular spaces and may be absorbed by water films to form acids or react with inner-leaf surfaces . After uptake in the leaves, VOCs can be translocated through the phloem to various plant organs (e.g., seeds, roots) [108,109].
Part of the VOC air pollutants that are adsorbed by the leaves are moving to the soil below by runoff (by rain) and leaf fall. Here, root adsorbance and uptake come into the picture. Root uptake of organic compounds from soil is affected by (a) the physical and chemical characteristics of the compound; (b) the environmental conditions (e.g., organic matter, pH and moisture); and (c) by plant properties (e.g., root surface area) [110,111]. In case the plant- and environment-related parameters are stable, root uptake is directly proportional to the chemical’s lipophilicity, which can be represented by the chemical’s octanol-water partition coefficient (Kow). In practice, an optimal range of lipophilicity exists (log Kow between 1 and 3.5) outside of which plant uptake and translocation of organics is strongly delimited. Organic contaminants with a log Kow<1 are known to be highly water-soluble and are lacking any specific affinity to be taken up into plant roots , whereas contaminants with a log Kow>3.5 are so strongly absorbed onto root surfaces that their uptake and translocation to the shoot is limited .
Once inside the plant (root or leaf), VOCs can undergo degradation, storage or excretion. For example, formaldehyde can be transformed into 2-C skeletons that can serve as a energy source and be used for biosynthesis of novel molecules  and after transformation to CO2 it also can be built into the plant material via the Calvin cycle . After ring cleavage, benzene and toluene can also enter the Calvin cycle where they are converted to organic and amino acids . Korte et al.  reviewed the degradation of xenobiotics in the ambient air. Although degradation to harmless constituents is the optimal goal, storage and excretion are necessary if degradation cannot occur. Moreover, considering VOCs’ degradation, plants are disadvantaged in two ways. Firstly, plants do not rely on organic compounds as a source of energy or carbon since they are phototrophic. By consequence, plants were not under selective pressure to develop the capacity to degrade chemically intransigent materials, which is in contrast with microbial systems. This resulted in a more restricted set of chemicals that can be metabolized for plants, in comparison with micro-organisms. Secondly, plant metabolism of organic carbon (other than photosynthates) follows the green liver model, meaning that first general transformations to more water-soluble forms occur, followed by sequestration processes to avoid build-up and potential toxicity to sensitive organelles . On the contrary, microbial metabolism often results in the compound being transformed to CO2, water and cellular biomass. Taking this into account, it is clear that plants rely on their associated microorganisms to obtain a more efficient degradation of VOCs.
3.3. Role of Plant-Associated Microorganisms during VOCs’ Phytoremediation
The ability of plant leaves to scavenge VOCs has been well known for a long time, but it is only recently that leaves have been shown to host several VOC-degrading microorganisms. The phyllosphere is one of the most prevalent microbial habitats on earth: the global bacterial population present in the phyllosphere could comprise up to 1026 cells ; fungal populations are less numerous [118,119,120] and archaea are rather a minor component or even not abundant [121,122]. These phyllosphere communities are strongly affected by a variety of environmental factors, including UV exposure, pollution, nitrogen fertilization, water limitations and high temperature shifts, as well as biotic factors, such as leaf age and the co-presence of other microorganisms [117,123]. As plants themselves produce (B)VOCs in their phyllosphere, the presence of VOC metabolizing microorganisms in the phyllosphere can be expected. However, there are only a limited number of reports that plant leaves accommodate VOC metabolizing microorganisms in their phyllosphere. An overview of the available research on phyllosphere microorganisms in the framework of VOC (including most important AVOCs and BVOCs) phytoremediation is provided in Table 2. These phyllosphere VOC degrading microorganisms are expected to hold great potential in indoor and outdoor air cleanup.
Next to the aboveground plant parts, the belowground plant parts are also highly efficient VOC removers. In this context, the general capability of root-associated microorganisms to metabolize organic compounds has long been established and it has been widely exploited in soil and (ground)water bioremediation programs [16,65,124,125,126,127]. Soil also contains air, of which the amount varies depending on the soil moisture. During drying, the air together with pollutants penetrates the soil and the pollutants are degraded by the more efficient degradation system functioning in soil. After water supply (rain and irrigation), more clean air is forced out into the atmosphere. This phenomenon takes place also in the pots with plants during indoor phytoremediation . Several endophytic and rhizospheric bacteria have been identified as capable of assisting their host in removing toxic compounds from soil . Next to plant-associated bacteria, mycorrhizal fungi have been reported to be equally important for the mineralization of pollutants [129,130,131]. Moreover, several studies have shown that these beneficial, contaminant-degrading actions of microorganisms are enhanced because of the presence of the plant [132,133,134].
In summary, microorganisms associated with the above- and belowground plant parts are important facilitators of phytoremediation of VOCs through their degradation capacity. Moreover, plant-associated microorganisms might also play an important role in enhancing (mainly hydrophobic) VOCs’ bioavailability for the plant via the production of biosurfactants, extracellular polymeric substances or through biofilm formation .
|Plant species used for phytoremediation||Bacterial groups with identified role in phytoremediation, predominantly Actinobacteria and Firmicutes||Aromatic and aliphatic hydrocarbons||Al-Awadhi et al. |
|Peas, beans, tomatoes, and squash||Bacillus, Ochrobactrum, Enterobacter, Rhodococcus, Arthrobacter, Pontola, Nocardia, and Pseudoxanthomonas||n-Hexadecane, n-decosane, phenanthrene, and crude oil||Al-Awadhi et al. |
|Halonemum strobilaceum||Ochrobactrum sp and Desulfovibrio sp.||Aliphatic and aromatic hydrocarbons||Al-Mailem et al. |
|Bean and maize||Acinetobacter, Alcaligenes, and Rhodococcus.||Phenol||Sandhu et al. [139,140]|
|Ten evergreen ornamental plants||Acinetobacter, Pseudomonas, Pseudoxanthomonas, Mycobacterium||Acenaphthylene, acenaphthene, fluorine and phenanthrene||Yutthammo et al. |
|Peas, beans, tomato and sunflower||Microbacterium spp., Rhodococcus spp., Citrobacter freundii||Crude oil, phenanthrene and n-octadecane||Ali et al. |
|Sixteen cultivated and wild plant species from Kuwait||Flavobacterium, Halomonas, Arthrobacter, Marinobacter, Neisseria, Ralstonia, Ochrobactrumle, Exiguobacterium, Planomicrobium, Propionibacterium, Kocuria, Rhodococcus and Stenotrophomonas||Aromatic and aliphatic hydrocarbons||Ali et al. |
|Anthocleista, Sarcophrynium, Canna, Colocassia, Musa, Cola, Citrus, Mangifera, Terminalia and Annona||Acinetobacter, Flavobacterium and Micrococcus||Diesel and kerosene||Ilori et al. |
|American grass and broad beans||Rhodococcus and Pseudomonas||n-Alkanes, phenanthrene, naphthalene, and biphenyl||Sorkhoh et al. |
|Six ornamental plants||Pseudomonas, Microbacterium, Rhizobium and Deinococcus||Phenanthrene||Waight et al. |
|Azalea indica||Pseusomonas putida TVA8||Toluene||De Kempeneer et al. |
|Soybean, clover and Arabidopsis thaliana||Sphingomonas and Methylobacterium||Methanol (via proteomics)||Delmotte et al. |
|Thirteen different plant species from Japan||Methylomonas, Methylosinus and Methylocystis||Methane||Iguchi et al. |
|Four Prunus species||Sphingomonas and Methylobacterium||Methanol (via genomics)||Jo et al. |
|Rice||Alpha, Beta and Gamma-proteobacteria, Actinobacteria, Bacteroidetes and Firmicutes||Methanol (via metaproteogenomics)||Knief et al. |
|Arabidopsis thaliana||Hyphomicrobium||Chloromethane||Nadalig et al. |
|Phaseolus vulgaris||Arthrobacter chlorophenolicus A6||4-chlorophenol||Scheublin et al. |
|Foliage of an apple orchard||3 Arthrobacter sp.||4-chlorophenol||Scheublin and Leveau |
4. Inorganic Air Pollutants (IAP)
4.1. Definition and (Human) Toxicity
The most important and common inorganic air pollutants are SO2, CO2, CO, NOx and O3.
Sulfur dioxide (SO2) previously was produced in large amounts during the combustion of coal and other fuels in industrial and domestic use. Nowadays, more low-sulfur-containing fuels are applied for the generation of energy, and SO2 concentrations have strongly decreased. As SO2 is a stinging gas, it can cause breathing problems. Moreover, SO2 is a major component of acid rain .
Carbon dioxide (CO2) is the major greenhouse gas emitted through anthropogenic activities (mainly the combustion of fossil fuels for energy and transportation). While CO2 emissions originate from various natural sources, the increase in emissions in the atmosphere since the industrial revolution is caused by human-related emissions . Carbon dioxide is naturally present in the atmosphere as part of the Earth’s carbon cycle. However, human activities are significantly affecting this carbon cycle in two ways. Anthropogenic emissions on the one hand are an additional supply of CO2 in the atmosphere and on the other hand they affect the ability of natural sinks, like forests, to remove CO2 from the atmosphere. This increase in CO2 concentrations in the atmosphere is strongly contributing to global climate change, including rising surface temperatures, melting ice and snow, rising sea levels, and increasing climate variability. These climate changes are believed to have a significant impact on human health .
Oxides of nitrogen (NOx) comprise nitric oxide (NO) and nitrogen dioxide (NO2). Since NO is a very unstable free radical that is not adsorbed to surfaces in significant amounts , of the two NOx forms, NO2 is of primary interest for deposition studies. As such, the US Environmental Protection Agency (US EPA) uses NO2 levels as an overall indicator of the atmospheric NOx status. The major anthropogenic emission sources for NOx are combustion processes, especially those from automobile traffic [157,158]. At high concentrations, NO2 can be toxic to humans , but at ambient levels it is expected to pose little risk as such. However, NO2 plays a key role in the ozone generating photochemical oxidant cycle, which is of most concern to human health .
Ozone (O3) is formed in the troposphere when sunlight (more specifically UV-radiation) induces complex photochemical reactions with NOx, VOCs and CO. Several public health studies have demonstrated the significant associations between outdoor concentrations of tropospheric ozone and a high variety of adverse outcomes [160,161], including premature mortality, hospital admissions for respiratory disease, urgent care visits, asthma attacks and restrictions in activity .
4.2. Role of Plants during IAP Phytoremediation
Although inorganic air pollutants cause pernicious effects of varying magnitudes on some plant species, there are also several plant species that are more tolerant and can act as sinks by bioaccumulating the pollutants in their cells and tissues.
For example, in a modeling study by Nowak et al. , urban trees are shown to remove significant amounts of air pollution thereby improving urban air quality. Total annual air pollution (O3, PM10, NO2, SO2, CO) removal by US urban trees was estimated at 711,000 metric tons (3.8 billion dollar value). Moreover, ozone studies that integrate temperature, deposition and emission effects of trees reveal that trees can cause significant reductions in ozone concentrations in urban areas [163,164,165]. Bytnerowicz et al.  measured differences in O3 concentrations between above and below-forest canopies that exceeded 50 ppb, meaning a 40% improvement. In a study in Shanghai, China, SO2 and NO2 concentrations decreased by 5.3% and 2.6%, respectively, when comparing concentrations in external urban woodland and at a distance of 50–100 m into the forest .
SO2 mainly enters the leaves through the stomata, following the same diffusion pathway as CO2. Once in the leaf cells, it might be detoxified and utilized in a “reductive sulfur cycle” to form sulfur containing amino acids needed for growth and development, as if they had been absorbed through the roots . In this way, if concentrations are not too high, SO2 air pollution might provide a sulfur source to the plant. However, in urban areas, these concentrations might be so high that the plant’s detoxification system fails and injury (such as stomatal closure and photosynthesis inhibition) cannot be avoided .
Since plants remove vast amounts of CO2 from the atmosphere, they are major natural carbon sinks on earth . Mainly through photosynthesis, plants lock up the carbon dioxide from the atmosphere in their own biomass for short and long-term periods (from one year to several hundreds of years in case of some tree species). Although most of the biomass undergoes decomposition and mineralization, a small fraction of it is transformed (also by the microbiome) to humus that is storing CO2 for periods of 3000 years and even more . Significant differences are noticed both in CO2 uptake by plants as well as in species’ ability to create humus. Those that are effective in both processes shall be identified and incorporated into urban green infrastructure. The process of uptake and long-term storage of atmospheric carbon dioxide is called carbon sequestration . In this sense, carbon sequestration has been proposed as a measure to stop or reverse the increase of CO2 in the atmosphere . Although C-sequestration is of high interest in the context of air pollution and climate change, it is such a complex process and going more into detail would not fit within the scope of this review. A recent review on soil organic carbon sequestration is provided by Lorenz and Lal .
Several authors have demonstrated the ability of plants to take up atmospheric NO2 and incorporate it into different nitrogen pools within the plant [172,173,174], suggesting the possibility for the use of NO2 as an alternative fertilizer and in turn the use of plants for air pollution control . Removal of atmospheric NO2 by plants occurs via adsorption to the leaf (and root) surface and stomatal uptake to the apoplast . Although some authors have observed high adsorption to leaf surfaces [177,178], stomatal uptake remains the uptake route of primary importance. As NOx is one of the precursors of the photochemical reaction, after entering into the plant, most of them are metabolized to organic compounds (such as amino acids) through the nitrate assimilation pathway. Although NO2 might rather act as a nutrient for plants, at higher levels and prolonged exposure, it might become phytotoxic .
Plants are able to adsorb ozone by cuticle deposition and to absorb it through stomatal apertures. The first process (adsorption) is only relevant under high surface moisture  while the stomatal absorption is the major contributor to the total uptake of ozone . Ozone disappears when reacting in the gas phase or when making contact with cuticles and apoplastic compounds. At the cuticle level, ozone can react with a multitude of waxes, salts, ions, biogenic and anthropogenic VOC and many other compounds, especially in conditions of wetness [179,181]. The fate of ozone after entering the stomata is not fully understood. Most probably, ozone indirectly affects the denaturation of membrane lipids  rapidly reacting with all compounds in the apoplast and in the gas phase, and generating reactive oxygen species (ROS) . Chronic stresses with exposure to moderate ozone concentrations usually produce biochemical and physiological changes [184,185,186]. Exposure to acute tropospheric ozone levels leads to visible injuries .
4.3. Role of Plant-Associated Microorganisms during IAP Phytoremediation
Concerning inorganic air pollution, the knowledge that is available about the role of the plant-associated microbiome during phytoremediation is very limited.
Considering the nitrogen and sulfur metabolisms that exist for microorganisms, we might expect (at least part of) the plant-associated microbiome to be involved in NOx and SO2 capturing. Only Papen et al.  demonstrated that chemolithoautotrophic bacteria might contribute to the large NO2 deposition rates on leaves. In case of CO2, autotrophic microorganisms using CO2 as carbon source are expected to be of interest.
Moreover, in the context of carbon sequestration, it is known that the plant’s microbiome affects humus formation and composition . Until recently, the potential contribution of mycorrhizal fungi to carbon sequestration in soil organic matter (SOM) was largely overlooked . Clemmens et al. [190,191] demonstrated the significance of mycorrhizal input by showing that the majority of C stored in SOM in a boreal forest system originated from roots and fungi. From the other point of view, Lesaulnier et al.  showed that the elevated CO2 concentrations in the atmosphere significantly affect soil microbial diversity associated with aspen.
Ozone is known as an antimicrobial agent. Therefore, the contribution of the microbiome during ozone phytoremediation will probably be limited to toxicity abatement. As ozone is known to generate ROS, bacteria with high antioxidative properties [74,75] can play a role in ROS detoxification.
In general, all plant growth promoting traits of the plant-associated microbiome might benefit plant growth and development upon exposure to inorganic air pollutants.
5. State of the Art and Future Challenges
Reducing air pollution is much more of a challenge than control of soil and water pollution, and to meet this demand, new innovative ideas and methods are required. In plants, together with their microbiomes, lies huge unexploited potential for purifying both indoor and outdoor air. In general, the average percent air quality improvement (only taking into account O3, PM10, NO2, SO2, CO) due to plants is estimated to be relatively low (around 1%) . However, the improvement counts for multiple pollutants and the actual magnitude of pollution removal can be significant .
Moreover, plants together with their microbiomes in urban green infrastructures provide a wide variety of ecosystem services that help to combat many urban ills and improve life of citizens .
From the above it is clear that plants and their associated microorganisms are very promising as a tool to improve air quality and in these plant-microbe systems, both partners are of high importance. Moreover, in previous research it became clear that, in case of soil and/or groundwater pollution, the efficiency of phytoremediation can be strongly improved by the further exploitation of plant–microbe interactions [16,194,195,196,197]. Plant-associated bacteria with the desired characteristics were exploited by enriching them in plants by means of inoculation. After inoculation, an increased biomass, contaminant uptake and/or degradation as well as a reduced phytotoxicity could be achieved [126,127,198,199].
Similarly, in the framework of phytoremediation of air pollution, a future challenge might be to select the most promising plant species naturally accompanied with specific microbial communities (with respect to adsorption, uptake, degradation, detoxification and BVOC emission capacity). The exposure of plants to local conditions and pollutants plays an important role in the ecology of phyllobacteria. However, it turns out that plant species are often accompanied by the same bacterial species even if they grow on another continent . Based on next generation sequencing research, it is clear that the taxonomic composition of the rhizosphere, root-endosphere and other plant-endophytic bacterial communities is different from the bulk soil. It is suggested that this occurs in a two-selection step, in which plant rhizodeposits mediate a substrate-driven community shift in the rhizosphere, and the host–genotype innate immune system fine-tunes the microbial profile in the selection of root endophyte assemblages [13,201,202]. Particularly with respect to the long-term effectiveness of phytoremediation, the role of the rhizosphere as a resource for specific microbial strains as well as their conservation under environmental pollution might be of high importance.
Once plant species with naturally associating microorganisms are selected, the next step will be their enrichment with the most promising microbes (with respect to degradation, transformation, sequestration, detoxification and plant growth promotion capacity) in order to obtain the best performing bioaugmented plant–microbe systems. As the phyllosphere is scavenging the major part of the air pollutants, in this case, phyllosphere is recommended instead of (or next to) rhizosphere inoculation. To the best of our knowledge, phyllosphere inoculation and its effect on phytoremediation efficiency is only described by De Kempeneer et al. . In their work, the Azalea indica phyllosphere was inoculated with a toluene degrading culture of Pseudomonas putida TVA8. Plants were exposed to toluene, and in comparison with non-inoculated control plants, the toluene removal rate was significantly increased after phyllosphere inoculation.
Moreover, plants with their associated microorganisms play a leading role in maintaining biodiversity and ecological sustainability of urban green infrastructures, and basic knowledge of this symbiosis is of high importance for human health and environmental sustainability. Air pollution affects ecosystems in a number of ways, and impacts should be quantified across a range of ecosystem service types, to provide a more holistic view of the effects.
Clearly, the removal of air pollutants (climate mitigation) results in health benefits. The adequate planning of green areas has a substantial positive influence on health of urban dwellers in the long term. In cities, the use of plants moreover improves the microclimate  and reduces negative side effects of climate change (climate adaptation) in multiple ways by: blocking unwanted sun radiation during summer resulting in lower building warming up, releasing moisture to the surrounding atmosphere by evapotranspiration resulting in lower temperatures (especially with regards to the heat island effect), and reducing wind speed by functioning as a wind buffer leading to a reduction in heat losses in winter. In addition, plants can also be exploited to intensively reduce carbon footprint by absorbing CO2 and (in an optimal design) even realize extremely long term carbon sequestration [204,205].
Moreover, the use of plants has additional benefits for humans (ecosystem services) compared to conventional technologies that have been rather well-documented. Biodiversity can be improved by the presence of green infrastructure within a city with a relevant connection function with the surrounding area . In cities, characterized by a high density of habitation and activity, noise is perceived as a main disruption. Vegetation acts as a natural noise buffer . In case of rainfall, large hardened sections make the city entirely dependent on the drainage system for the discharge of the storm water, which often results in local flooding. Green urban infrastructure can collect and temporarily retain these sudden floods, allowing the discharge peak to flatten [208,209]. Besides the direct health effects which result from air quality and local climate improvement, the presence of structural green in the city also has other health effects by the mere sight of nature, being in a natural environment, and the potential to be physically active . More specifically, in addition to purifying the air, green infrastructure will also make daily activities such as walking and cycling more attractive for commuting to school, work and services .
From the above, it is clear that plant-based technologies can positively affect ecosystems in many ways. Further, we have to take into account that the fitness and expression of key plant traits important for phytoremediation (e.g., root architecture, above-ground biomass, leaf area/number) in any environment (natural or altered) are driven by below-/above-ground multi-trophic interactions [212,213,214]. Therefore, a sustainable phytoremediation of contaminated ecosystems can only be obtained when these complex interactions are taken into consideration. Phytoremediation represents an integrated approach to combat air pollution and climate change and, at the same time, safeguard or improve other aspects of human well-being. These findings therefore suggest that plant-based technologies should be a crucial part of a holistic strategy to achieve the worldwide objectives regarding clean air and enhanced human well-being.
This work has been financially supported by the UHasselt Methusalem project 08M03VGRJ.
Writing this review was only possible with the input from different fields of expertise. Jaco Vangronsveld, Nele Weyens and Sofie Thijs contributed with their profound knowledge concerning the role of plant-microbe interactions during phytoremediation of metals and organics. An elaboration in the role of plants in PM and inorganic air pollution was provided by Stanislaw W. Gawronski (general aspects and state of the art of phytoremediation), Helena Gawronska (indoor air phytoremediation and plants’ physiological processes affected by PM), Arkadiusz Przybysz (PM accumulation by trees and the effects on the photosynthetic apparatus) and Robert Popek (trees and shrubs as PM biofilters). Jordan Espenshade was involved in the part on the role of plant-microbe interactions during phytoremediation of organic air pollutants, and as an expert in ecosystem services, Nele Witters strongly contributed in the ‘future challenges’ part of the review. The actual writing of this review was coordinated by Nele Weyens.
Conflicts of Interest
The authors declare no conflict of interest.
- Newby, D.E.; Mannucci, P.M.; Tell, G.S.; Baccarelli, A.A.; Brook, R.D.; Donaldson, K.; Forastiere, F.; Franchini, M.; Franco, O.H.; Graham, I.; et al. Expert position paper on air pollution and cardiovascular disease. Eur. Heart J. 2015, 36, 83–93. [Google Scholar] [PubMed]
- Saravia, J.; You, D.; Thevenot, P.; Lee, G.I.; Shrestha, B.; Lomnicki, S.; Cormier, S.A. Early-life exposure to combustion-derived particulate matter causes pulmonary immunosuppression. Mucosal Immunol. 2014, 7, 694–704. [Google Scholar] [CrossRef] [PubMed]
- Saravia, J.; Lee, G.I.; Lomnicki, S.; Dellinger, B.; Cormier, S.A. Particulate matter containing environmentally persistant free radicals and adverse infant respiratory health effects: A review. J. Biochem. Mol. Toxicol. 2013, 27, 56–68. [Google Scholar] [CrossRef] [PubMed]
- Nawrot, T.S.; Perez, L.; Künzli, N.; Munters, E.; Nemery, B. Public health importance of triggers of myocardial infarction: A comparative risk assessment. Lancet 2011, 377, 732–740. [Google Scholar] [CrossRef]
- Atkinson, R.W.; Anderson, H.R.; Sunyer, J.; Ayres, J.; Baccini, M.; Vonk, J.M.; Boumghar, A.; Forastiere, F.; Forsberg, B.; Touloumi, G.; et al. Acute effects of particulate air pollution on respiratory admissions: Results from APHEA 2 project. Air pollution and health: A European Approach. Am. J. Respir. Crit. Care Med. 2001, 164, 1860–1866. [Google Scholar] [CrossRef] [PubMed]
- Samet, J.M.; Dominici, F.; Curriero, F.C.; Coursac, I.; Zeger, S.L. Fine particulate air pollution and mortality in 20 US cities, 1987–1994. N. Eng. J. Med. 2000, 343, 1742–1749. [Google Scholar] [CrossRef] [PubMed]
- Raz, R.; Roberts, A.L.; Lyall, K.; Hart, J.E.; Just, A.C.; Laden, F.; Weisskopf, M.G. Autism spectrum disorder and particulate matter air pollution before, during, and after pregnancy: A nested case-control analysis within the nurses’ health study II cohort. Environ. Health Perspect. 2015, 123, 264–270. [Google Scholar] [CrossRef] [PubMed]
- Becerra, T.A.; Wilhelm, M.; Olsen, J.; Cockburn, M.; Ritz, B. Ambient air pollution and autism in Los Angeles county, California. Environ. Health Perspect. 2013, 121, 380–386. [Google Scholar] [CrossRef] [PubMed]
- European Environment Agency (EEA). Air Quality in Europe—2014. Available online: http://www.eea.europa.eu//publications/air-quality-in-europe-2014 (accessed on 22 October 2015).
- Myers, I.; Maynard, R.L. Polluted air—Outdoors and indoors. Occup. Med. 2005, 55, 432–438. [Google Scholar] [CrossRef] [PubMed]
- Nowak, D.J.; Crane, D.E.; Stevens, J.C. Air pollution removal by urban trees and shrubs in the United States. Urban For. Urban Green. 2006, 4, 115–123. [Google Scholar] [CrossRef]
- Brack, C.L. Pollution mitigation and carbon sequestration by an urban forest. Environ. Pollut. 2002, 116, 195–200. [Google Scholar] [CrossRef]
- Bulgarelli, D.; Schlaeppi, K.; Spaepen, S.; Ver Loren van Themaat, E.; Schulze-Lefert, P. Structure and functions of the bacterial microbiota of plants. Annu. Rev. Plant Biol. 2013, 64, 807–838. [Google Scholar] [CrossRef] [PubMed]
- Arshad, M.; Saleem, M.; Hussain, S. Perspectives of bacterial ACC deaminase in phytoremediation. Trends Biotchnol. 2007, 25, 356–362. [Google Scholar] [CrossRef] [PubMed]
- Weyens, N.; van der Lelie, D.; Taghavi, S.; Newman, L.; Vangronsveld, J. Exploiting plant–microbe partnerships for improving biomass production and remediation. Trends Biotechnol. 2009, 27, 591–598. [Google Scholar]
- Weyens, N.; van der Lelie, D.; Taghavi, S.; Vangronsveld, J. Phytoremediation: Plant-endophyte partnerships take the challenge. Curr. Opin. Biotechnol. 2009, 20, 248–254. [Google Scholar] [CrossRef] [PubMed]
- Berg, G.; Mahmert, A.; Moissl-Eichinger, C. Beneficial effects of plant-associated microbes on indoor microbiomes and human health? Front. Microbiol. 2014, 5, 1–5. [Google Scholar] [CrossRef] [PubMed]
- Wolverton, B.C. 2008 How to grow fresh air. In 50 Houseplants that Purify Your Home and Office; Weidenfeld & Nicolson: London, UK, 1997. [Google Scholar]
- Pastuszka, J.S. Effect of particulate aerosols on air quality—Methods of identification and assessment (Wplyw aerozoli ziarnistych na jakosc powietrza—Metody identyfikacji I oceny. Ekoprofit. Finanse Nauka Technol. Prawo). Ekoprofit. Financ. Sci. Technol. Law 2007, 2, 7–15. [Google Scholar]
- D’Amato, G.; Liccardi, G.; D’Amato, M.; Cazzola, M. Outdoor air pollution, climate changes and allergic bronchial asthma. Eur. Respir. J. 2002, 20, 763–776. [Google Scholar] [CrossRef] [PubMed]
- Afshari, A.; Ekberg, L.E.; Matson, U. Characterization of indoor sources of fine and ultrafine particles a study conducted in a full-scale chamber. Indoor Air 2005, 15, 141–50. [Google Scholar] [CrossRef] [PubMed]
- Smith, K.R.; Samet, J.M.; Romieu, I.; Bruce, N. Indoor air pollution in developing countries and acute lower respiratory infections in children. Thorax 2000, 55, 518–532. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization (WHO). The Right to Healthy Indoor Air—Report on a WHO Meeting; World Health Organization (WHO): Bilthoven, The Netherlands, 2000. [Google Scholar]
- Gawronska, H.; Bakera, B. Phytoremediation of particulate matter from indoor air by Chlorophytum comosum L. plants. Air Qual. Atmos Health 2015, 8, 265–272. [Google Scholar] [CrossRef] [PubMed]
- Masiol, M.; Hofer, A.; Squizzato, S.; Piazza, R.; Rampazzo, G.; Pavoni, B. Carcinogenic and mutagenic risk associated to airborne particle-phase polycyclic aromatic hydrocarbons: A source apportionment. Atmos. Environ. 2012, 60, 375–382. [Google Scholar] [CrossRef]
- Gehling, W.; Dellinger, B. Environmentally persistent free radicals and their lifetimes in PM2.5. Environ. Sci. Technol. 2013, 47, 8172–8178. [Google Scholar] [CrossRef] [PubMed]
- Louwies, T.; Nawrot, T.; Cox, B.; Dons, E.; Penders, J.; Provost, E.; Panis, L.I.; de Boever, P. Blood pressure changes in association with black carbon exposure in a panel of healthy adults are independent of retinal microcirculation. Environ. Int. 2015, 75, 81–86. [Google Scholar] [CrossRef] [PubMed]
- Winckelmans, E.; Cox, B.; Martens, E.; Fierens, F.; Nemery, B.; Nawrot, T.S. Fetal growth and maternal exposure to particulate air pollution—More marked effects at lower exposure and modification by gestational duration. Environ. Res. 2015, 140, 611–618. [Google Scholar] [CrossRef] [PubMed]
- Provost, E.B.; Chaumont, A.; Kicinski, M.; Cox, B.; Fierens, F.; Bernard, A.; Nawrot, T.S. Serum levels of club cell secretory protein (Clara) and short- and long-term exposure to particulate air pollution in adolescents. Environ. Int. 2014, 68, 66–70. [Google Scholar] [CrossRef] [PubMed]
- Pieters, N.; Plusquin, M.; Cox, B.; Kicinski, M.; Vangronsveld, J.; Nawrot, T.S. An epidemiological appraisal of the association between heart rate variability and particulate air pollution: A meta-analysis. Heart 2012, 98, 1127–1135. [Google Scholar] [CrossRef] [PubMed]
- Pope, C.A.; Dockery, D.W. Health effects of fine particulate air pollution: Lines that connect. J. Air Waste Manag. Assoc. 2006, 56, 709–742. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization (WHO). WHO Air Quality Guidelines for Particulate Matter, Ozone, Nitrogen Dioxide and Sulfur Dioxide—Global update 2005—Summary of Risk Assessment; World Health Organization (WHO): Geneva, Switzerland, 2005. [Google Scholar]
- Silva, R.A.; West, J.J.; Zhang, Y.; Anenberg, S.C.; Lamarque, J.F.; Shindell, D.T.; Collins, W.J.; Dalsoren, S.; Faluvegi, G.; Folberth, G. Global premature mortality due to anthropogenic outdoor air pollution and the contribution of past climate change. Environ. Res. Lett. 2013, 8, 034005. [Google Scholar] [CrossRef]
- Kelly, F.J.; Fussel, J.C. Size, source and chemical composition as determinants of toxicity attributable to ambient particulate matter. Atmos. Environ. 2012, 60, 504–526. [Google Scholar] [CrossRef]
- Kiruri, L.W.; Khachatryan, L.; Dellinger, B.; Lomnicki, S. Effect of copper oxide concentration on the formation and persistency of environmentally persistent free radicals (EPFRs) in particulates. Envrion. Sci. Technol. 2014, 48, 2212–2217. [Google Scholar] [CrossRef] [PubMed]
- Kelley, M.A.; Hebert, V.Y.; Thibeaux, T.M.; Orchard, M.A.; Hasan, F.; Cormier, S.; Thevenot, P.T.; Lomnicki, S.M.; Varner, K.J.; Dellinger, B.; et al. Model combustion-generated particulate matter containing persistant free radicals redox cycle to produce reactive oxygen species. Chem. Res. Toxicol. 2013, 26, 1862–1871. [Google Scholar] [CrossRef] [PubMed]
- Khachatryan, L.; Vejerano, E.; Lomnicki, S.; Dellinger, B. Environmentally persistent free radicals (EPFRs). 1. Generation of reactive oxygen species in aqueous solutions. Environ. Sci. Technol. 2011, 45, 8559–8566. [Google Scholar] [CrossRef] [PubMed]
- Popek, R.; Gawronska, H.; Wrochna, M.; Gawronski, S.W.; Saebo, A. Paticulate matter on foliage of 13 woody species: Deposition on surfaces and phytostabilization in waxes—A 3-year study. Int. J. Phytoremediat. 2012, 15, 245–256. [Google Scholar] [CrossRef] [PubMed]
- Saebo, A.; Popek, R.; Nawrot, B.; Hanslin, H.M.; Gawronska, H.; Gawronski, S.W. Plant species differences in particulate mattter accumulation on leaf surfaces. Sci. Total Environ. 2012, 427–428, 347–354. [Google Scholar] [CrossRef] [PubMed]
- Dzierzanowski, K.; Popek, R.; Gawronska, H.; Saebo, A.; Gawronski, S.W. Deposition of particulate matter of different size fractions on leaf surface and waxes of urban forest species. Int. J. Phytoremediat. 2011, 13, 1037–1046. [Google Scholar] [CrossRef] [PubMed]
- Beckett, K.P.; Freer-Smith, P.; Taylor, G. Effective tree species for local air quality management. J. Arboric. 2000, 26, 12–19. [Google Scholar]
- Beckett, K.P.; Freer-Smith, P.; Taylor, G. Urban woodlands: Their role in reducing the effects of particulate pollution. Environ. Pollut. 1998, 99, 347–360. [Google Scholar] [CrossRef]
- Popek, R.; Gawrońska, H.; Gawroński, S.W. The level of particulate matter on foliage depends on the distance from the source of emission. Int. J. Phytoremediat. 2015. [Google Scholar] [CrossRef] [PubMed]
- Nowak, D.J.; Crane, D.E.; Stevens, J.C.; Hoehn, R.E.; Walton, J.T.; Bond, J. A ground-based method of assessing urban forest structure and ecosystem services. Arboricult. Urban For. 2008, 34, 347–358. [Google Scholar]
- Yang, J.; McBride, J.; Zhou, J.; Sun, Z. The urban forest in Beijing and its role in air pollution reduction. Urban For. Urban Green 2005, 3, 65–68. [Google Scholar] [CrossRef]
- Yin, S.; Shen, Z.; Zhou, P.; Zou, X.; Che, S.; Wang, W. Quantifying air pollution attenuation within urban parks: An experimental approach in Shangai, China. Environ. Pollut. 2011, 159, 2155–2163. [Google Scholar] [CrossRef] [PubMed]
- McDonald, A.G.; Bealey, W.J.; Fowler, D.; Dragosits, U.; Skiba, U.; Smith, R.I.; Donovan, R.G.; Brett, H.E.; Hewitt, C.N.; Nemitz, E. Quantifying the effect of urban tree planting on concentrations and depositions of PM10 in two UK conurbations. Atmos. Environ. 2007, 41, 8455–8467. [Google Scholar] [CrossRef]
- Nowak, D.J. Air pollution removal by Chicago’s urban forest. Available online: http://www.nrs.fs.fed.us/pubs/gtr/gtr_ne186.pdf (accessed on 22 October 2015).
- Freer-Smith, P.H.; El-Khatib, A.A.; Taylor, G. Capture of particulate pollution by trees: A comparison of species typical of semi-arid areas (Ficus nitidaand Eucalyptus globulus) with European and north American species. Water Air Soil Pollut. 2003, 155, 173–87. [Google Scholar] [CrossRef]
- Fowler, D.; Cape, J.N.; Unsworth, M.H. Deposition of atmospheric pollutants on forests. Philos. Trans. R. Soc. Lond. 1989, 324, 247–265. [Google Scholar] [CrossRef]
- Weber, F.; Kowarik, I.; Säumel, I. Herbaceous plants as filters: Immobilization of particulates along urban street corridors. Environ. Pollut. 2014, 186, 234–240. [Google Scholar] [CrossRef] [PubMed]
- Kaupp, H.; Blumenstock, M.; McLachan, M.S. Retention and mobility of atmospheric particle-associated organic pollutant PCDD/Fs and PAHs in maize leaves. New Phytol. 2000, 148, 473–480. [Google Scholar]
- Wang, L.; Gong, H.; Liao, W.; Wang, Z. Accumulation of particles on the surface of leaves during leaf expansion. Sci. Total Environ. 2015, 532, 420–434. [Google Scholar] [CrossRef] [PubMed]
- Przybysz, A.; Sæbø, A.; Hanslin, H.M.; Gawronski, S.W. Accumulation of particulate matter and trace elements on vegetation as affected by pollution level, rainfall and the passage of time. Sci. Total Environ. 2014, 481, 360–369. [Google Scholar] [CrossRef] [PubMed]
- Freer-Smith, P.H.; Becket, K.P.; Taylor, G. Deposition velocities to Sorbus aria, Acer campestre, Populus deltoids x trichocarpa “Beaupre”, Pinus nigra and x Cupressocyparis leylandii for coarse, fine and ultra-fine particles in the urban environment. Environ. Pollut. 2005, 133, 157–167. [Google Scholar] [CrossRef] [PubMed]
- Heerden van, P.D.R.; Krüger, G.H.J.; Kilbourn, L.M. Dynamic responses of photosystem II in the Namib Desert shrub, Zygophyllum prismatocarpum, during and after foliar deposition of limestone dust. Environ. Pollut. 2007, 146, 34–45. [Google Scholar] [CrossRef] [PubMed]
- Pavlík, M.; Pavlíková, D.; Zemanová, V.; Hnilička, F.; Urbanová, V.; Száková, I. Trace elements present in airborne particulate matter—Stressors of plant metabolism. Ecotoxicol. Environ. Safe 2012, 79, 101–107. [Google Scholar] [CrossRef] [PubMed]
- Yu, L.; Mai, B.; Meng, X.; Bi, X.; Sheng, G.; Fu, J.; Peng, P. Particle-bound polychlorinated dibenzo-p-dioxins and dibenzofurans in the atmosphere of Guangzhou, China. Atmos. Environ. 2006, 40, 96–108. [Google Scholar] [CrossRef]
- Przybysz, A.; Popek, R.; Gawronska, H.; Grab, K.; Loskot, K.; Wrochna, M.; Gawronski, S.W. Efficiency of photosynthetic apparatus of plants grown in sites differing in level of particulate matter. Acta Sci. Pol. Hortorum Cultus. 2014, 13, 17–30. [Google Scholar]
- Vardaka, E.; Cook, C.M.; Lanaras, T.; Sgardelis, S.P.; Pantis, J.D. Effect of dust from a limestone quarry on the photosynthesis of Quercus coccifera, an evergreen schlerophyllous shrub. Bull Environ. Contam. Toxicol. 1995, 54, 414–419. [Google Scholar] [CrossRef] [PubMed]
- Armbrust, D.V. Effects of particulates (dust) on cotton growth, photosynthesis, and respiration. Agron. J. 1986, 76, 1078–1081. [Google Scholar] [CrossRef]
- Takagi, M.; Gyokusen, K. Light and atmospheric pollution affect photosynthesis of street trees in urban environments. Urban For. Urban Green. 2004, 2, 167–171. [Google Scholar] [CrossRef]
- Vessey, J.K. Plant growth promoting rhizobacteria as biofertilizers. Plant Soil 2003, 255, 571–586. [Google Scholar] [CrossRef]
- Teng, Y.; Wang, X.; Li, L.; Li, Z.; Luo, Y. Rhizobia and their bio-partners as novel drivers for functional remediation in contaminated soils. Front. Plant Sci. 2015, 6, 32. [Google Scholar] [CrossRef] [PubMed]
- Glick, B.R. Using soil bacteria to facilitate phytoremediation. Biotechnol. Adv. 2010, 28, 367–374. [Google Scholar] [CrossRef] [PubMed]
- Taghavi, S.; Garafola, C.; Monchy, S.; Newman, L.; Hoffman, A.; Weyens, N.; Barac, T.; Vangronsveld, J.; van der Lelie, D. Genome survey and characterization of endophytic bacteria exhibiting a beneficial effect on growth and development of poplar. Appl. Environ. Microbiol. 2009, 75, 748–757. [Google Scholar] [CrossRef] [PubMed]
- Tanimoto, E. Regulation of root growth by plant hormones—Roles for auxin and gibberellin. Crit. Rev. Plant Scis. 2005, 24, 249–265. [Google Scholar] [CrossRef]
- Glick, B.R. Bacteria with ACC deaminase can promote plant growth and help to feed the world. Microbiol. Res. 2014, 169, 30–39. [Google Scholar] [CrossRef]
- Glick, B.R.; Todorovic, B.; Czarny, J.; Cheng, Z.; Duan, J.; McConkey, B. Promotion of plant growth by bacterial ACC deaminase. Crit. Rev. Plant Sci. 2007, 26, 227–242. [Google Scholar] [CrossRef]
- Saleem, M.; Arshad, M.; Hussain, S.; Bhatti, A.S. Perspective of plant growth promoting rhizobacteria (PGPR) containing ACC deaminase in stress agriculture. J. Ind. Microbiol. Biotechnol. 2007, 34, 635–648. [Google Scholar] [CrossRef] [PubMed]
- Hontzeas, N.; Hontzeas, C.E.; Glick, B.R. Reaction mechanisms of the bacterial enzyme 1-aminocyclopropane-1-carboxylate deaminase. Biotechnol. Adv. 2006, 24, 420–426. [Google Scholar] [CrossRef] [PubMed]
- Kloepper, J.W.; Ryu, C.-M. Bacterial endophytes as elicitors of induced systemic resistance. In Soil Biology Volume 9: Microbial Root Endophytes; Schulz, B.J.E., Boyle, C.J.C., Sieber, T.N., Eds.; Springer: Berlin, Germany, 2006; pp. 33–52. [Google Scholar]
- Compant, S.; Duffy, B.; Nowak, J.; Clément, C.; Barka, E.A. Use of plant growth-promoting bacteria for biocontrol of plant diseases: Principles, mechanisms of action, and future prospects. Appl. Environ. Microb. 2005, 71, 4951–4959. [Google Scholar] [CrossRef] [PubMed]
- Wu, D.; Sun, M.Z.; Zhang, C.; Xin, Y. Antioxidant properties of Lactobacillus and its protecting effect to oxidative stress Caco-2 cells. J. Anim. Plant Sci. 2014, 24, 1766–1771. [Google Scholar]
- Van Sluys, M.A.; Monteiro-Vitorello, C.B.; Camargo, L.E.; Menck, C.F.; da Silva, A.C.; Ferro, J.A.; Oliveira, M.C.; Setubal, J.C.; Kitajima, J.P.; Simpson, A.J. Comparative genome analysis of plant-associated bacteria. Annu. Rev. Phytopathol. 2002, 40, 169–189. [Google Scholar] [CrossRef] [PubMed]
- Rajkumar, M.; Sandhya, S.; Prasad, M.N.V.; Freitas, H. Perspectives of plant-associated microbes in heavy metal phytoremediation. Biotechnol. Adv. 2012, 6, 1562–1574. [Google Scholar] [CrossRef] [PubMed]
- Directive 1999/13/EC. Available online: http://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:01999L0013–20101201&qid=1406008935749&from=ES (accessed on 31 August 2015).
- Calfapietra, C.; Fares, S.; Manes, F.; Morani, A.; Sgrigna, G.; Loreto, F. Role of biogenic volatile organic compounds (BVOC) emitted by urban trees on ozone concentration in cities: A review. Environ. Pollut. 2013, 183, 71–80. [Google Scholar] [CrossRef] [PubMed]
- Arneth, A.; Harisson, S.; Zaehle, S.; Tsigaridis, K.; Menon, S.; Bartlein, P.J.; Feichter, J.; Korhola, A.; Kulmala, M.; O’Donnell, D.; et al. Terrestrial biogeochemical feedbacks in the climate system. Nat. Geosci. 2010, 3, 525–532. [Google Scholar] [CrossRef]
- Guenther, A.B.; Jiang, X.; Heald, C.L.; Sakulyanontvittaya, T.; Duhl, T.; Emmons, L.K.; Wang, X. The model of emissions of gases and aerosols from nature version 2.1. (MEGAN2.1): An extended and updated framework for modeling biogenic emissions. Geosci. Model Dev. 2012, 5, 1471–1492. [Google Scholar] [CrossRef]
- Laothawornkitkul, J.; Taylor, J.E.; Paul, N.D.; Hewitt, C.N. Biogenic volatile organic compounds in the Earth system. New Phytol. 2009, 183, 27–51. [Google Scholar] [CrossRef] [PubMed]
- Salthammer, T.; Uhde, E. Organic Indoor Air Pollutants: Occurrence-Measurement-Evaluation, 2nd ed.; Wiley: New York, NY, USA, 2009; pp. 1–464. [Google Scholar]
- Yu, C.; Crump, D. A review of the emission of VOCs from polymeric materials used in buildings. Build. Environ. 1998, 33, 357–374. [Google Scholar] [CrossRef]
- Harrison, S.P.; Morfopoulos, C.; Dani, K.G.S.; Prentice, I.C.; Arneth, A.; Atwell, B.J.; Barkley, M.P.; Leishman, M.R.; Loreto, F.; Medlyn, B.E.; et al. Volatile isoprenoid emissions from plastid to planet. New Phytol. 2012, 197, 49–57. [Google Scholar] [CrossRef] [PubMed]
- Bluyssen, P.M.; Janssen, S.; van den Brink, L.H.; de Kluizenaar, Y. Assessment of wellbeing in an indoor office environment. Build. Environ. 2011, 46, 2632–2640. [Google Scholar] [CrossRef]
- Jones, A.P. Indoor air quality and health. Atmos. Environ. 1999, 33, 4535–4564. [Google Scholar] [CrossRef]
- World Health Organization (WHO). Guidelines for indoor air quality: Selected pollutants. In World Health Organization, Regional Office for Europe, Copenhagen; World Health Organization (WHO): Geneva, Switzerland, 2010. [Google Scholar]
- Mendes, A.; Pereira, C.; Mendes, D.; Aguiar, L.; Neves, P.; Silva, S.; Batterman, S.; Teixeira, J.P. Indoor air quality and thermal comfort-results of a pilot study in eldery care centers in Portugal. J. Toxicol. Environ. Health A 2013, 76, 333–344. [Google Scholar] [CrossRef] [PubMed]
- Wolkoff, P. Trends in Europe to reduce the indoor air pollution of VOCs. Indoor Air 2003, 13, 5–11. [Google Scholar] [CrossRef] [PubMed]
- Shinohara, N.; Mizukoshi, A.; Yangisawa, Y. Identification of responsible volatile chemicals that induce hypersensitive reactions to multiple chemical sensitivity patients. J. Expo. Anal. Environ. Epidemiol. 2004, 14, 84–91. [Google Scholar] [CrossRef] [PubMed]
- Carpenter, D.O. Human health effects of environmental pollutants: New insights. Environ. Monit. Assesmt. 1998, 53, 245–258. [Google Scholar] [CrossRef]
- Kostiainen, R. Volatile organic compounds in the indoor air of normal and sick houses. Atmos. Environ. 1995, 29, 693–702. [Google Scholar] [CrossRef]
- Karl, T.; Harley, P.; Emmons, L.; Thornton, B.; Guenther, A.; Basu, C.; Turnipseed, A.; Jardine, K. Efficient atmospheric cleansing of oxidized organic trace gases by vegetation. Science 2010, 330, 816–819. [Google Scholar] [CrossRef] [PubMed]
- Yang, D.S.; Pennisi, S.V.; Son, K.C.; Kays, S.J. Screening indoor plants for volatile organic pollutant removal efficiency. Horscience 2009, 44, 1377–1381. [Google Scholar]
- Kim, K.J.; Kil, M.J.; Song, J.S.; Yoo, E.H. Efficiency of volatile formaldehyde removal by indoor plants: Contribution of aerial plant parts versus the root zone. Hortscience 2008, 133, 521–526. [Google Scholar]
- Agrawal, M.; Singh, B.; Rajput, M.; Marshall, F.; Bell, J.N. Effect of air pollution on peri-urban agriculture: A case study. Environ. Pollut. 2003, 126, 323–329. [Google Scholar] [CrossRef]
- Giese, M.; Baue-Doranth, U.; Langebartels, C.; Sandermann, H., Jr. Detoxification of formaldehyde by the spider plant (Chlorophytum comosum L.) and by soybean (Glycine max L.) cell-suspension cultures. Plant Physiol. 1994, 104, 1301–1309. [Google Scholar] [PubMed]
- Wolverton, B.C.; Wolverton, J.D. Plants and soil microorganisms: Removal of formaldehyde, ethylbenzene, and ammonia from the indoor environment. J. Miss Acad. Sci. 1993, 38, 11–15. [Google Scholar]
- Dela Cruz, M.; Christensen, J.H.; Thomsen, J.D.; Müller, R. Can ornamental potted plants remove volatile organic compounds from indoor air?—A review. Envrion. Sci. Pollut. Res. 2014, 21, 13909–13928. [Google Scholar] [CrossRef] [PubMed]
- Ren, Y.; Ge, Y.; Gu, B.; Min, Y.; Tani, A.; Chang, J. Role of management strategies and environmental factors in determining the emission of biogenic volatile organic compounds from urban greenspaces. Environ. Sci. Technol. 2014, 48, 6237–6246. [Google Scholar] [CrossRef] [PubMed]
- Treesubsuntorn, C.; Thiravetyan, P. Removal of benzene from indoor air by Dracaena sanderiana: Effect of wax and stomata. Atmos. Environ. 2012, 57, 317–321. [Google Scholar] [CrossRef]
- Yoo, M.H.; Kwon, Y.J.; Son, K.C.; Kays, S.J. Efficacy of indoor plants for the removal of single and mixed volatile organic pollutants and physiological effects of the volatiles on the plants. J. Am. Soc. Horticult. Sci. 2006, 131, 452–458. [Google Scholar]
- Winter, K.; Holtum, J.A.M. Facultative crassulacean acid metabolism (CAM) plants: Powerful tools for unravelling the functional elements of CAM photosynthesis. J. Exp. Bot. 2014, 65, 3425–3441. [Google Scholar] [CrossRef] [PubMed]
- Herrera, A. Crassulacean acid metabolism and fitness under water deficit stress: If not for carbon gain, what is facultative CAM good for? Ann. Bot. 2009, 103, 645–653. [Google Scholar] [CrossRef] [PubMed]
- Sriprapat, W.; Thiravertyan, P. Phytoremediation of BTEX from indoor air by Zamioculcas zamiifolia. Water Air Soil Pollut. 2013, 224, 1482. [Google Scholar] [CrossRef]
- Ugrekhelidze, D.; Korte, F.; Kvesitadze, G. Uptake and transformation of benzene and toluene by plant leaves. Ecotoxicol. Environ. Saf. 1997, 37, 24–29. [Google Scholar] [CrossRef] [PubMed]
- Smith, W.H. Air Pollution and Forests; Springer: New York, NY, USA, 1990. [Google Scholar]
- Su, Y.H.; Liang, Y.C. The foliar uptake and downward translocation of trichloroethylene and 1,2,3-trichlorobenzene in air-plant-water systems. J. Hazard Mater. 2013, 252–253, 300–305. [Google Scholar] [CrossRef] [PubMed]
- Hanson, A.D.; Roje, S. One-carbon metabolism in higher plants. Annu. Rev. Plant Physiol. Plant Mol. Biol. 2001, 52, 119–137. [Google Scholar] [CrossRef] [PubMed]
- Paterson, S.; Mackay, D.; Tam, D.; Shiu, W.Y. Chemicals by plants: A review of processes, correlations and models. Chemosphere 1990, 21, 297–331. [Google Scholar] [CrossRef]
- Ryan, J.A.; Bell, R.M.; Davidson, J.M.; O’Connor, G.A. Plant uptake of non-ionic organic chemicals from soils. Chemosphere 1988, 17, 2299–2323. [Google Scholar] [CrossRef]
- Cunningham, S.D.; Berti, W.B. Remediation of contaminated soils with green plants: An overview. In Vitro Cell. Dev. Biol. 1993, 29, 207–212. [Google Scholar] [CrossRef]
- Trapp, S.; Köhler, A.; Larsen, L.C.; Zambrano, K.C.; Karlson, U. Phytotoxicity of fresh and weathered diesel and gasoline to willow and poplar trees. J. Soils Sediments 2001, 1, 71–76. [Google Scholar] [CrossRef]
- Schmitz, H.; Hilgers, U.; Weidner, M. Assimilation and metabolism of formaldehyde by leaves appear unlikely to be of value for indoor air purification. New Phytol. 2000, 147, 307–315. [Google Scholar] [CrossRef]
- Korte, F.; Kvesitadze, G.; Ugrekhelidze, D.; Gordeziani, M.; Khatisashvili, G.; Buadze, O.; Zaalishvili, G.; Coulston, F. Organic toxicants and plants. Ecotoxicol. Environ. Saf. 2000, 47, 1–26. [Google Scholar] [CrossRef] [PubMed]
- Burken, J.G. Uptake and metabolism of organic compounds: Green-liver model. In Phytoremediation: Transformation and Control of Contaminants; McCutcheon, S.C., Schnoor, J.L., Eds.; John Wiley & Sons: Hoboken, NJ, USA, 2003; pp. 59–84. [Google Scholar]
- Vorholt, J.A. Microbial life in the phyllosphere. Nat. Rev. Microbiol. 2012, 10, 828–840. [Google Scholar] [CrossRef] [PubMed]
- Voriskova, J.; Baldrian, P. Fungal community on decomposing leaf litter undergoes rapid successional changes. ISME J. 2013, 7, 477–486. [Google Scholar] [CrossRef] [PubMed]
- Baldotto, L.E.B.; Olivares, F.L. Phylloepiphytic interaction between bacteria and different plant species in a tropical agricultural system. Can. J. Microbiol. 2008, 54, 918–931. [Google Scholar] [CrossRef] [PubMed]
- Lindow, S.E.; Brandl, M.T. Microbiology of the phyllosphere. Appl. Environ. Microbiol. 2003, 69, 1875–1883. [Google Scholar] [CrossRef] [PubMed]
- Knief, C.; Delmotte, N.; Chaffron, S.; Stark, M.; Innerebner, G.; Wassman, R.; von Mering, C.; Vorholt, J.A. Metaproteogenomic analysis of microbial communities in the phyllosphere and rhizosphere of rice. ISME J. 2012, 6, 1378–1390. [Google Scholar] [CrossRef] [PubMed]
- Delmotte, N.; Knief, C.; Chaffron, S.; Innerebner, G.; Roschitzki, B.; Schlapbach, R.; von Mering, C.; Vorholt, J.A. Community proteogenomics reveals insights into the physiology of phyllosphere bacteria. Proc. Natl. Acad. Sci. USA 2009, 106, 16428–16433. [Google Scholar] [CrossRef] [PubMed]
- Müller, T.; Ruppel, S. Progress in cultivation-independent phyllosphere microbiology. FEMS Microbiol. Ecol. 2014, 87, 2–17. [Google Scholar] [CrossRef] [PubMed]
- Arslan, M.; Imran, A.; Khan, Q.M.; Afzal, M. Plant-bacteria partnerships for the remediation of persistent organic pollutants. Environ. Sci. Pollut. Res. 2015. [Google Scholar] [CrossRef] [PubMed]
- McGuinness, M.; Dowling, D. Plant-associated bacterial degradation of toxic organic compounds in soil. Int. J. Environ. Res. Public Health 2009, 6, 2226–2247. [Google Scholar] [CrossRef] [PubMed]
- Weyens, N.; van der Lelie, D.; Artois, T.; Smeets, K.; Taghavi, S.; Newman, L.; Carleer, R.; Vangronsveld, J. Bioaugmentation with engineered endophytic bacteria improves contaminant fate in phytoremediation. Environ. Sci. Technol. 2009, 43, 9413–9418. [Google Scholar] [CrossRef] [PubMed]
- Barac, T.; Taghavi, S.; Borremans, B.; Provoost, A.; Oeyen, L.; Colpaert, J.V.; Vangronsveld, J.; van der Lelie, D. Engineered endophytic bacteria improve phytoremediation of water-soluble, volatile, organic pollutants. Nat. Biotechnol. 2004, 22, 583–588. [Google Scholar] [CrossRef] [PubMed]
- Orwell, R.L.; Wood, R.L.; Terran, J.; Torpy, F.; Burchett, M.D. Removal of Benzene by the indoor plant/substrate microcosm and implication to air quality. Water Air Soil Pollut. 2004, 157, 193–207. [Google Scholar] [CrossRef]
- Gao, Y.; Cheng, Z.; Ling, W.; Huang, J. Arbuscular mycorrhizal fungal hyphae contribute to the uptake of polycyclic aromatic hydrocarbons by plant roots. Bioresour. Technol. 2010, 101, 6895–6901. [Google Scholar] [CrossRef] [PubMed]
- Mohsenzadeh, F.; Nasseri, S.; Mesdaghinia, A.; Nabizadeh, R.; Zafari, D.; Khodakaramian, G.; Chehregani, A. Phytoremediation of petroleum-polluted soils: Application of Polygonum aviculare and its root-associated (penetrated) fungal strains for bioremediation of petroleum-polluted soils. Ecotoxicol. Environ. Saf. 2010, 73, 613–619. [Google Scholar] [CrossRef] [PubMed]
- Bouwer, E.J.; Zehnder, A.J.B. Bioremediation of organic compounds-putting microbial metabolisms to work. Trends Biotechnol. 1993, 11, 360–367. [Google Scholar] [CrossRef]
- Xu, A.J.; Wu, M.; He, Y.Y. Toluene biofiltration enhanced by ryegrass. Bull Environ. Contam. Toxicol. 2013, 90, 646–649. [Google Scholar] [CrossRef] [PubMed]
- Xu, Z.J.; Qin, N.; Wang, J.G.; Tong, H. Formaldehyde biofiltration as affected by spider plant. Bioresour. Technol. 2010, 101, 6930–6934. [Google Scholar] [CrossRef] [PubMed]
- Wood, R.A.; Orwell, R.L.; Tarran, J.; Torpy, F.; Burchett, M. Potted-plant/growth media interactions and capacity for removal of volatiles from indoor air. J. Hortic. Sci. Biotechnol. 2002, 77, 120–129. [Google Scholar]
- Ramos, J.L.; Molina, L.; Segura, A. Removal of organic toxic chemicals in the rhizosphere and phyllosphere of plants. Microb. Biotechnol. 2009, 2, 144–146. [Google Scholar] [CrossRef] [PubMed]
- Al-Awadhi, H.; Al-Mailem, D.; Dashti, N.; Hakam, L.; Eliyas, M.; Radwan, S. The abundant occurance of hydrocarbon-utilizing bacteria in the phyllospheres of cultivated and wild plants in Kuwait. Int. Biodeterior. Biodegrad. 2012, 73, 73–79. [Google Scholar] [CrossRef]
- Al-Awadhi, H.; El-Nemr, I.; Mahmoud, H.; Sorkhoh, N.A.; Radwan, S.S. Plant-associated bacteria as tools for phytoremediation of oily nitrogen-poor soils. Int. J. Phytoremediat. 2009, 11, 11–27. [Google Scholar] [CrossRef]
- Al-Mailem, D.M.; Sorkhoh, N.A.; Marafie, M.; Al-Awadhi, H.; Eliyas, M.; Radwan, S.S. Oil phytoremediation potential of hypersaline coast of the Arabian Gulf using rhizosphere technology. Bioresour. Technol. 2010, 101, 5786–5792. [Google Scholar] [CrossRef] [PubMed]
- Sandhu, A.; Halverson, L.J.; Beattie, G.A. Identification and genetic characterization of phenol-degrading bacteria from leaf microbial communities. Microb. Ecol. 2009, 57, 276–285. [Google Scholar] [CrossRef] [PubMed]
- Sandhu, A.; Halverson, L.J.; Beattie, G.A. Bacterial degradation of airborne phenol in the phyllosphere. Environ. Microbiol. 2007, 2, 383–392. [Google Scholar] [CrossRef] [PubMed]
- Yutthammo, C.; Thongthammachat, N.; Pinphanickakarn, P.; Luepromchai, E. Diversity and activity of PAH-degrading bacteria in the phyllosphere of ornamental plants. Microb. Ecol. 2010, 59, 357–368. [Google Scholar] [CrossRef] [PubMed]
- Ali, N.; Sorkhoh, N.; Salamah, S.; Eliyas, M.; Radwan, S. The potential of epiphytic hydrocarbon-utilizing bacteria on legume leaves for attenuation of atmospheric hydrocarbon pollutants. J. Environ. Manag. 2012, 93, 113–120. [Google Scholar] [CrossRef] [PubMed]
- Ali, N.; Al-Awadhi, H.; Dashti, N.; Khanafer, M.; El-Nemr, I.; Sorkhoh, N.; Radwan, S.S. Bioremediation of atmospheric hydrocarbons via bacteria naturally associated with leaves of higher plants. Int. J. Phytoremediat. 2015. [Google Scholar] [CrossRef] [PubMed]
- Ilori, M.O.; Ezeani, C.J.; Amund, O.O.; Omoijiahina, S.A.; Adebusoye, S.A. Occurrence and growth potential of hydrocarbon degrading bacteria on the phyllosphere of some tropical plants. Afr. J. Biotechnol. 2006, 5, 542–545. [Google Scholar]
- Sorkhoh, N.A.; Al-Mailem, D.M.; Ali, N.; Al-Awadhi, H.; Salamah, S.; Eliyas, M.; Radwan, S.S. Bioremediation of volatile oil hydrocarbons by epiphytic bacteria associated with American grass (Cynodon sp.) and broad bean (Vicia faba) leaves. Int. Biodeterior. Biodegrad. 2011, 65, 797–802. [Google Scholar] [CrossRef]
- Waight, K.; Pinayakong, O.; Luepromchai, E. Degradation of phenanthrene on plant leaves by phyllosphere bacteria. J. Gen. Appl. Microbiol. 2007, 3, 265–272. [Google Scholar] [CrossRef]
- De Kempeneer, L.; Sercu, B.; Vanbrabant, W.; van Langenhove, H.; Verstraete, W. Bioaugmentation of the phyllosphere for the removal of toluene from indoor air. Appl. Microbiol. Technol. 2004, 64, 284–288. [Google Scholar] [CrossRef] [PubMed]
- Iguchi, H.; Sato, I.; Sakakibara, M.; Yurimoto, H.; Sakai, Y. Distribution of methanothrophs in the phyllosphere. Biosci. Biotechnol. Biochem. 2012, 76, 1580–1583. [Google Scholar] [CrossRef] [PubMed]
- Jo, Y.; Cho, J.K.; Choi, H.; Chu, H.; Lian, S.; Cho, W.K. Bacterial communities in the phylloplane of Prunus species. J. Basis Microb. 2015, 55, 504–508. [Google Scholar] [CrossRef] [PubMed]
- Nadalig, T.; Farhan, U.I.; Haque, M.; Roselli, S.; Schaller, H.; Bringel, F.; Vuilleumier, S. Detection and isolation of chloromethane-degrading bacteria from Arabidopsis thaliana phyllosphere and characterization of chloromethane utilization genes. FEMS Microbiol. Ecol. 2011, 77, 438–448. [Google Scholar] [CrossRef] [PubMed]
- Scheublin, T.R.; Deusch, S.; Moreno-Forero, S.K.; Müller, J.A.; van der Meer, J.R.; Leveau, J.H. Transcriptional profiling of Gram-positive Arthrobacter in the phyllosphere: Induction of pollutant degradation genes by natural plant phenolic compunds. Environ. Microbiol. 2014, 16, 2212–2225. [Google Scholar] [CrossRef] [PubMed]
- Scheublin, T.R.; Leveau, J.H. Isolation of Arthrobacter species from the phyllosphere and demonstration of their epiphytic fitness. Microbiologyopen 2013, 2, 205–213. [Google Scholar] [CrossRef] [PubMed]
- Gheorghe, I.F.; Ion, B. The effects of air pollutants on vegetation and the role of vegetation in reducing atmospheric pollution. Available online: http://cdn.intechopen.com/pdfs-wm/18642.pdf (accessed on 22 October 2015).
- NRC (National Research Council). Advancing the Science of Climate Change; The National Academies Press: Washington, DC, USA, 2010. [Google Scholar]
- Frumkin, H.; Hess, J.; Luber, G.; Malilay, J.; McGeehin, M. Climate change: The public health response. Am. J. Public Health 2008, 98, 435–445. [Google Scholar] [CrossRef] [PubMed]
- Horii, C.V.; Munger, J.W.; Wofsy, S.C.; Zahniser, M.; Nelson, D.; McManus, J.B. Fluxes of nitrogen oxides over a temperate deciduous forest. J. Geophys. Res. 2004, 109, D08305. [Google Scholar] [CrossRef]
- Parrish, D.D.; Zhu, T. Clean air for megacities. Science 2009, 326, 674–675. [Google Scholar] [CrossRef] [PubMed]
- Fowler, D.; Flechard, C.; Skiba, U.; Coyle, M.; Cape, J.N. The atmospheric budget of oxidized nitrogen and its role in ozone formation and deposition. New Phytol. 1998, 139, 11–23. [Google Scholar] [CrossRef]
- Samoli, E.; Aga, E.; Touloumi, G.; Nisiotis, K.; Forsberg, B.; Lefranc, A.; Pekkanen, J.; Wojtyniak, B.; Schindler, C.; Niciu, E.; et al. Short-term effects of nitrogen dioxide on mortality: An analysis within the APHEA project. Eur. Respir. J. 2006, 27, 1129–1137. [Google Scholar] [CrossRef] [PubMed]
- Ostro, B.D.; Tran, H.; Levy, J.I. The health benefits of reduced tropospheric ozone in California. J. Air Waste Manag. Assoc. 2006, 56, 1007–1021. [Google Scholar] [CrossRef] [PubMed]
- Vagaggini, B.; Taccola, M.; Cianchetti, S.; Carnevali, S.; Bartoli, M.L.; Bacci, E.; Dente, F.L.; Di Franco, A.; Giannini, D.; Paggiaro, P.I. Ozone exposure increases eosinophilic airway response induced by previous allergen challenge. Am. J. Respir. Crit. Care Med. 2002, 166, 1073–1077. [Google Scholar] [CrossRef] [PubMed]
- Borrego-Hernandez, O.; Garcia-Reynoso, J.A.; Ojeda-Ramirez, M.M.; Suarez-Lastra, M. Retrospective health impact assessment for ozone pollution in Mexico city from 1991 to 2011. Atmosfera 2014, 27, 261–271. [Google Scholar] [CrossRef]
- Nowak, D.J.; Civerloo, K.L.; Rao, S.T.; Sistla, G.; Luley, C.J.; Crane, D.E. A modeling study of the impact of urban trees on ozone. Atmos. Environ. 2000, 34, 1610–1613. [Google Scholar] [CrossRef]
- Taha, H. Modeling impacts of increased urban vegetation on ozone air quality in the South Coast Air Basin. Atmos. Environ. 1996, 30, 3423–3430. [Google Scholar] [CrossRef]
- Cardelino, C.A.; Chameides, W.L. Natural hydrocarbons, urbanization, and urban ozone. J. Geophys. Res. 1990, 95, 13971–13979. [Google Scholar] [CrossRef]
- Bytnerowicz, A.; Fenn, M.E.; Miller, P.R.; Arbaugh, M.J. Wet and dry pollutant deposition to the mixed conifer forest. In Oxidant Air Pollution Impacts in the Montane Forests of Southern California: A Case Study of the San Bernardino Mountains; Miller, P.R., McBride, J.R., Eds.; Springer: New York, NY, USA, 1999; pp. 235–369. [Google Scholar]
- Sinha, R.K.; Singh, S. Plants combating air pollution. In Green Plants and Pollution: Nature’s Technology for Abating and Combating Environmental Pollution (Air, Water and Soil Pollution Science and Technology); Sinha, R.K., Ed.; Nova Science Publishers: Palo Alto, CA, USA, 2010. [Google Scholar]
- Lehmann, J. A handful of carbon. Nature 2007, 447, 143–144. [Google Scholar] [CrossRef] [PubMed]
- Sedjo, R.; Sohngen, B. Carbon sequestration in forests and soils. Annu. Rev. Resour. Econ. 2012, 4, 127–144. [Google Scholar] [CrossRef]
- Scheller, R.M.; van Tuyl, S.; Clark, K.L.; Hom, J.; La Puma, I. Carbon sequestration in New Jersey Pine Barrens under different scenarios of fire management. Ecosystems 2011, 14, 987–1004. [Google Scholar] [CrossRef]
- Lorenz, K.; Lal, R. Soil organic carbon sequestration in agroforestry systems: A review. Agron. Sustain. Dev. 2014, 34, 443–454. [Google Scholar] [CrossRef]
- Vallano, D.; Sparks, J. Foliar δ15N values as indicators of foliar uptake of atmospheric nitrogen pollution. In Stable Isotopes as Indicators of Ecological Change; Dawson, T.E., Siegwolf, R.T.W., Eds.; Elsevier Academic Press: Amsterdam, The Netherlands, 2007; pp. 93–109. [Google Scholar]
- Takahashi, M.; Kondo, K.; Morikawa, H. Assimilation of nitrogen dioxide in selected plant taxa. Acta Biotechnol. 2003, 23, 241–247. [Google Scholar] [CrossRef]
- Segschneider, H.; Wildt, J.; Forstel, H. Uptake of 15NO2 by sunflower (Helianthus anuus) during exposures in light and darkness: Quantities, relationship to stomatal aperture and incorporation into different nitrogen pools within the plant. New Phytol. 1995, 131, 109–119. [Google Scholar] [CrossRef]
- Welburn, A. Atmospheric nitrogenous compounds and ozone—Is NOx fixation by plants a possible solution? New Phytol. 1998, 139, 5–9. [Google Scholar] [CrossRef]
- Welburn, A. Why are atmospheric oxides of nitrogen usually phytotoxic and not alternative fertilizers? New Phytol. 1990, 115, 395–429. [Google Scholar] [CrossRef]
- Gebler, A.; Rienks, M.; Rennenberg, H. Stomatal uptake and cuticular adsorption contribute to dry deposition of NH3 and NO2 to needles of adult spruce (Picea abies) trees. New Phytol. 2002, 156, 179–194. [Google Scholar]
- Theone, B.; Schroder, P.; Papen, H.; Egger, A.; Rennenberg, H. Absorption of atmospheric NO2 by spruce (Picea abies L. Karst.) trees. I. NO2 influx and its correlation with nitrate reduction. New Phytol. 1991, 117, 575–585. [Google Scholar]
- Altimir, N.; Kolari, P.; Tuovinen, J.P.; Vesala, T.; Bäck, J.; Suni, T.; Kulmala, M.; Hari, P. Foliage surface ozone deposition: A role for surface moisture? Biogeosciences 2006, 3, 1–20. [Google Scholar] [CrossRef]
- Loreto, F.; Fares, S. Is ozone flux inside leaves only a damage indicator? Clues from volatile isoprenoid studies. Plant Physiol. 2007, 143, 1096–1100. [Google Scholar] [PubMed]
- Fares, S.; Park, J.-H.; Ormeno, E.; Gentner, D.R.; McKay, M. Ozone uptake by citrus trees exposed to a range of ozone concentrations. Atmos. Environ. 2010, 44, 3404–3412. [Google Scholar] [CrossRef]
- Pell, E.J.; Schlagnhaufer, C.D.; Arteca, R.N. Ozone-induced oxidative stress: Mechanisms of action and reaction. Physiol. Plant. 1997, 100, 264–273. [Google Scholar] [CrossRef]
- Oksanen, E.; Häikiö1, E.; Sober, J.; Karnosky, D.F. Ozone-induced H2O2 accumulation in field-grown aspen and birch is linked to foliar ultrastructure and peroxisomal activity. New Phytol. 2004, 161, 791–799. [Google Scholar]
- Zheng, Y.; Shimizu, H.; Barnes, J.D. Limitations to CO2 assimilation in ozone-exposed leaves of Plantago major. New Phytol. 2002, 155, 67–68. [Google Scholar] [CrossRef]
- Sandermann, H.; Welburn, A.R.; Heah, R.L. Forest Decline and Ozone: A Comparison of Controlled Chamber Experiments and Field Experiments; Springer Verlag: Berlin, Germany, 1997; pp. 1–400. [Google Scholar]
- Darrall, N.M. The effect of air pollutants on physiological processes in plants. Plant Cell Environ. 1989, 12, 1–30. [Google Scholar] [CrossRef]
- Vollenweider, P.; Gunthardt-Goerg, M.S. Diagnosis of abiotic and biotic stress factors using the visible symptoms in foliage. Environ. Pollut. 2005, 137, 455–465. [Google Scholar] [CrossRef] [PubMed]
- Papen, H.; Gebler, A.; Zumbusch, E.; Rennenberg, H. Chemolithoautotrophic nitrifiers in the phyllosphere of a spruce ecosystem receiving high atmospheric nitrogen input. Curr. Microbiol. 2002, 44, 56–60. [Google Scholar] [CrossRef] [PubMed]
- Langley, J.A.; Hungate, B.A. Mycorrhizal controls on belowground litter quality. Ecology 2003, 84, 2302–2312. [Google Scholar] [CrossRef]
- Clemmensen, K.E.; Bahr, A.; Ovaskainen, O.; Dahlberg, A.; Ekblad, A.; Wallander, H.; Stenlid, J.; Finlay, R.; Wardle, D.A.; Lindahl, B.D. Roots and associated fungi drive long-term carbon sequestration in boreal forest. Science 2013, 339, 1615–1618. [Google Scholar] [CrossRef] [PubMed]
- Clemmensen, K.E.; Finlay, R.D.; Dahlberg, A.; Stenlid, J.; Wardle, D.A.; Lindahl, B.D. Carbon sequestration is related to mycorrhizal fungal community shifts during long-term succession in boreal forests. New Phytol. 2015, 205, 1525–1536. [Google Scholar] [CrossRef] [PubMed]
- Lesaulnier, C.; Papamichail, D.; McCorkle, S.; Olivier, B.; Skiena, S.; Taghavi, S.; Zak, D.; van der Lelie, D. Elevated atmospheric CO2 affects soil microbial diversity associated with trembling aspen. Environ. Microbiol. 2008, 10, 926–941. [Google Scholar] [CrossRef] [PubMed]
- Wolch, J.R.; Byrne, J.; Newell, J.P. Urban green space, public health, and environmental justice: The challenge of making cities “just green enough”. Landsc. Urban Plan 2014, 123, 234–244. [Google Scholar] [CrossRef]
- Doty, S.L. Enhancing phytoremediation through the use of transgenics and endophytes. New Phytol. 2008, 179, 318–333. [Google Scholar] [CrossRef] [PubMed]
- Ryan, R.P.; Germaine, K.; Franks, A.; Ryan, D.J.; Dowling, D.N. Bacterial endophytes: Recent developments and applications. FEMS Microbiol. Lett. 2008, 278, 1–9. [Google Scholar] [CrossRef] [PubMed]
- Afzal, M.; Khan, Q.M.; Sessitsch, A. Endophytic bacteria: Prospects and applications for the phytoremediation of organic pollutants. Chemosphere 2014, 117, 232–242. [Google Scholar] [CrossRef] [PubMed]
- Haslmayr, H.P.; Meibner, S.; Langella, F.; Baumgarten, A.; Geletneky, J. Establishing best practice for microbially aided phytoremediation. Environ. Sci. Pollut. Res. 2014, 21, 6765–6774. [Google Scholar] [CrossRef] [PubMed]
- Oliveira, R.S.; Castro, P.M.L.; Dodd, J.C.; Vosátka, M. Different native arbuscular mycorrhizal fungi influence the coexistence of two plant species in a highly alkaline anthropogenic sediment. Plant Soil 2006, 287, 209–221. [Google Scholar] [CrossRef]
- Becerra-Castro, C.; Prieto-Fernandez, A.; Kidd, P.S.; Weyens, N.; Rodriguez-Garrido, B.; Touceda-Gonzalez, M.; Acea, M.J.; Vangronsveld, J. Improving performance of Cytisus striatus on substrates contaminated with hexachlorocyclohexane (HCH) isomers using bacterial inoculants: Developing a phytoremediation strategy. Plant Soil 2013, 362, 247–260. [Google Scholar] [CrossRef]
- Redford, A.J.; Bowers, R.M.; Knight, R.; Linhart, Y.; Fierer, N. The ecology of the phyllosphere: Geographic and phylogenetic variability in the distribution of bacteria on tree leaves. Environ. Microbiol. 2010, 12, 2885–2893. [Google Scholar] [CrossRef] [PubMed]
- Ofek-Lalzar, M.; Sela, N.; Goldman-Voronov, M.; Green, S.J.; Hadar, Y.; Minz, D. Niche and host-associated functional signatures of the root surface microbiome. Nat. Commun. 2014, 5, 4950. [Google Scholar] [CrossRef] [PubMed]
- Saleem, M.; Law, A.D.; Moe, L.A. Nicotiana roots recruit rare rhizosphere taxa as major root-inhabiting microbes. Microb. Ecol. 2015. [Google Scholar] [CrossRef] [PubMed]
- Akbari, H.; Pomerantz, M.; Taha, H. Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas. Sol. Energy 2001, 70, 295–310. [Google Scholar] [CrossRef]
- Nowak, D.J.; Crane, D.E. Carbon storage and sequestration by urban trees in the USA. Environ. Pollut. 2002, 116, 381–389. [Google Scholar] [CrossRef]
- Schmidt, M.W.I.; Torn, M.S.; Abiven, S.; Dittmar, T.; Guggenberger, G.; Janssens, I.A.; Kleber, M.; Kogel-Kenbner, I.; Lehmann, J.; Manning, D.A.C.; et al. Persistance of soil organic matter as an ecosystem property. Nature 2011, 40, 49–56. [Google Scholar] [CrossRef] [PubMed]
- Mabry, K.E.; Barret, G.W. Effects of corridors on home range sizes and interpatch movements of three small mammal species. Landsc. Ecol. 2002, 17, 629–636. [Google Scholar] [CrossRef]
- Seok, Y.H.; Jian, K.; Sung, C.M. Acoustic effects of green roof systems on a low-profiled structure at street level. Build. Environ. 2012, 50, 44–55. [Google Scholar]
- Mentens, J.; Raes, D.; Hermy, M. Green roofs as a tool for solving the rainwater runoff problem in the urbanized 21st century? Landsc. Urban Plan 2006, 77, 217–226. [Google Scholar] [CrossRef]
- EEA. “Urban Adaptation to Climate Change in Europe”—Challenges and Opportunities for Cities Together with Supportive National and European Policies; EEA Report 2/2012; EEA: Copenhagen, Denmark, 2012; p. 143. [Google Scholar]
- Barton, J.; Pretty, J. What is the best dose of nature and green exercise for improving mental health? A multi-study analysis. Environ. Sci. Technol. 2010, 44, 3947–3955. [Google Scholar] [CrossRef] [PubMed]
- Thompson, C.; Aspinal, P.; Montarzino, A. The childhood factor: Adult visits to green places and the significance of childhood experiences. Environ. Behav. 2008, 40, 111–143. [Google Scholar] [CrossRef]
- Lau, J.A.; Lennon, J.T. Evolutionary ecology of plant–microbe interactions: Soil microbial structure alters selection on plant traits. New Phytol. 2011, 192, 215–224. [Google Scholar] [CrossRef] [PubMed]
- Lau, J.A.; Lennon, J.T. Rapid responses of soil microorganisms improve plant fitness in novel environments. Proc. Natl. Acad. Sci. 2012, 109, 14058–14062. [Google Scholar] [CrossRef] [PubMed]
- Saleem, M.; Moe, L.A. Multitrophic microbial interactions for eco-and agro-biotechnological processes: Theory and practice. Trends Biotechnol. 2014, 32, 529–537. [Google Scholar] [CrossRef] [PubMed]
© 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).