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		<summary type="html">&lt;p&gt;1 revision imported&lt;/p&gt;
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		<title>Geosource&gt;Ajhil: /* Modelling of atmospheric deposition in the UK */</title>
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		<updated>2016-02-24T16:39:40Z</updated>

		<summary type="html">&lt;p&gt;&lt;span dir=&quot;auto&quot;&gt;&lt;span class=&quot;autocomment&quot;&gt;Modelling of atmospheric deposition in the UK&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;__NOTOC__&lt;br /&gt;
{{OR/14/047}}&lt;br /&gt;
The atmospheric deposition of nutrients, mainly nitrogen and its various chemical species, and its effects upon GWDTEs comprise the main focus of this report. The effects of elevated nitrogen deposition and a reduction in plant species richness is well documented (e.g. Stevens et al. 2010)&amp;lt;ref name=&amp;quot;Stevens 2010&amp;quot;&amp;gt;STEVENS, C, DUPR`E, C, DORLAND, E, GAUDNIK, C, GOWING, D J  G, BLEEKER, A, DIEKMANN, M, ALARD, D, BOBBINK, R, FOWLER, D, CORCKET, E, MOUNTFORD, J O, VANDVIK, V, AARRESTAD, P A, MULLER, S, and DISE, N B. 2010. Nitrogen deposition threatens species richness of grasslands across Europe. &amp;#039;&amp;#039;Environmental Pollution&amp;#039;&amp;#039;, 158(9), pp.294–2945.&amp;lt;/ref&amp;gt;. The majority of GWDTEs considered within this report are low nutrient systems and exposure to prolonged or elevated levels of nutrients may cause significant ecological damage.&lt;br /&gt;
&lt;br /&gt;
It is beneficial at this early stage to provide a brief description of the nitrogen cycle, also outlining sources of non-atmospheric nitrogen, the various species of nitrogen and the processes that facilitate the changes from one form of nitrogen to another. The description of the nitrogen cycle will be discussed in the following subchapters and will follow a &amp;#039;&amp;#039;&amp;#039;source-pathway-receptor&amp;#039;&amp;#039;&amp;#039; approach; the receptors in this example are GWDTEs.&lt;br /&gt;
&lt;br /&gt;
The nitrogen cycle, simplified in Figure&amp;amp;nbsp;1 illustrates the pathways and receptors for atmospheric nitrogen and inorganic and organic fertilizers in the environment. Future work requires an improved understanding and quantification of the N cycle, particularly relatively unstudied processes such as dry deposition, N fixation and decomposition/rnineralisation (Adams, 2003)&amp;lt;ref name=&amp;quot;Adams 2003&amp;quot;&amp;gt;ADAMS, M. 2003. Ecological issues related to N deposition to natural ecosystems: research needs. &amp;#039;&amp;#039;Environment International&amp;#039;&amp;#039;, JUN, Vol.&amp;amp;nbsp;29, No.&amp;amp;nbsp;2–3, pp.189–199 ISSN 0160-4120.&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
[[Image:OR14047fig1.jpg|thumb|center|500px|  &amp;#039;&amp;#039;&amp;#039;Figure 1&amp;#039;&amp;#039;&amp;#039;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;Simplified Nitrogen Cycle (BGS).    ]]&lt;br /&gt;
&lt;br /&gt;
==Sources of atmospheric nitrogen==&lt;br /&gt;
Atmospheric pollutants are diverse, and include nutrients as well as other pollutants such as sulphur, base cations, heavy metals and gases. This report focuses on atmospheric nutrients, primarily nitrogen and its species (both oxidized and reduced) that, in excess, can have a negative impact on GWDTEs.&lt;br /&gt;
&lt;br /&gt;
Atmospheric nitrogen can arise from a variety of natural and anthropogenic sources and can be deposited as both wet and dry deposition (EA, 2005)&amp;lt;ref name=&amp;quot;EA 2005&amp;quot;&amp;gt;ENVIRONMENT AGENCY. 2005. Attenuation of nitrate in the sub-surface environment. Science Report  SC030155/SR2.&amp;lt;/ref&amp;gt;. Nitrogen can originate from activities occurring both locally and over large areas. Natural sources can include forest soils, that can emit about 10–13% of N compounds that were originally deposited as NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;/HN&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt; and HNO/NO-, back to the atmosphere as N oxides (Horvath et al. 2006)&amp;lt;ref name=&amp;quot;Horvath 2006&amp;quot;&amp;gt;HORVÁTH, L, FÜHRER, E, and LAJTHA, K. 2006. Nitric oxide and nitrous oxide emission from Hungarian forest soils; linked with atmospheric N-deposition. &amp;#039;&amp;#039;Atmospheric Environment&amp;#039;&amp;#039;, Vol.&amp;amp;nbsp;40 pp.7786–7795.&amp;lt;/ref&amp;gt;. Lightning can also fix nitrogen from the atmosphere (Environment Agency, 2005)&amp;lt;ref name=&amp;quot;Environment Agency 2005&amp;quot;&amp;gt;ENVIRONMENT AGENCY, 2005. Attenuation of nitrate in the sub-surface environment. Science Report SC030155/SR2.&amp;lt;/ref&amp;gt; although this is not a major contributor to atmospheric deposition.&lt;br /&gt;
&lt;br /&gt;
Dentrification is the process by which bacteria reduce nitrogen, resulting in the release of gaseous nitrogen (N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;) back into the atmosphere. Dentrification can occur within anaerobic areas of many wetlands which means that GWDTEs can themselves be a source of nitrogen. Drewer et al. (2010)&amp;lt;ref name=&amp;quot;Drewer 2010&amp;quot;&amp;gt;DREWER, J, LOHILA, A, AURELA, M, LAURILA, T, MINKKINEN, K, PENTTILÄ, T, DINSMORE, K J, MCKENZIE, R M, HELFTER, C, FLECHARD, C, SUTTON, M A, and SKIBA, U M. 2010. Comparison of greenhouse gas fluxes and nitrogen budgets from an ombotrophic bog in Scotland and a minerotrophic sedge fen in Finland. &amp;#039;&amp;#039;European Journal of Soil Science&amp;#039;&amp;#039;, 10, Vol.&amp;amp;nbsp;61, No.&amp;amp;nbsp;5, pp.640-650 ISSN 13510754. DOI 10.1111/j.1365-2389.2010.01267.x.&amp;lt;/ref&amp;gt; show that peatlands can be both sources and sinks of nitrogen (and other green house gases) and calculate nitrogen budgets for two peatlands in Northern Europe.  Anthropogenic addition of nitrate to wetlands may even act as a catalyist and enable increased levels of N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O flux from wetlands (e.g. Liu and Greaver, 2009)&amp;lt;ref name=&amp;quot;Liu 2009&amp;quot;&amp;gt;LIU, L, and GREAVER, T L. 2009. A review of nitrogen enrichment effects on three biogenic GHGs: the CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; sink may be largely offset by stimulated N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O and CH&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt; emission. &amp;#039;&amp;#039;Ecology Letters&amp;#039;&amp;#039;, OCT, Vol.&amp;amp;nbsp;12, No.&amp;amp;nbsp;10, pp.1103–1117 ISSN 1461-023X. DOI 10.1111/j.1461-0248.2009.01351.x.&amp;lt;/ref&amp;gt; and Moseman-Valtierra, 2011)&amp;lt;ref name=&amp;quot;Moseman-Valtierra 2011&amp;quot;&amp;gt;MOSEMAN-VALTIERRA, S, GONZALEZ, R, KROEGER, K D, TANG, J, CHAO, W C, CRUSIUS, J, BRATTON, J, GREEN, A, and SHELTON, J. 2011. Short-term nitrogen additions can shift a coastal wetland from a sink to a source of N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O. &amp;#039;&amp;#039;Atmospheric Environment&amp;#039;&amp;#039;, 8, Vol.&amp;amp;nbsp;45, No.&amp;amp;nbsp;26, pp.4390-4397 ISSN 1352–2310.&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
In addition to atmospherically derived nitrogen there are many anthropogenic and natural terrestrial sources of nitrogen. It is important to consider all sources of nitrogen that can potentially cause significant damage as this will improve future N budgets or source apportionment studies. Nitrates in groundwater are a widespread issue across the UK, with the application of fertilisers, sewage sludge and crop residues coupled with changes in landuse allowing both diffuse and point sources of nutrients to enter controlled waters (i.e groundwater and surface waters). Monitoring of nitrate levels in groundwater and surface water is established across England and Wales, with reporting undertaken for every groundwater and surface water body. Other anthropogenic sources of nitrogen in groundwater include: leaking sewers, application of sewage sludge to land, landfills and septic tanks (BGS, 1996)&amp;lt;ref name=&amp;quot;BGS 1996&amp;quot;&amp;gt;BRITISH GEOLOGICAL SURVEY, 1996. Identification and quantification of groundwater nitrate pollution from non-agricultural sources. &amp;#039;&amp;#039;R&amp;amp;D technical report P32&amp;#039;&amp;#039;.&amp;lt;/ref&amp;gt;. Terrestrial sources are often referred to as ‘diffuse pollution’ although ‘point sources’ such as non-mains waste water treatment and waste disposal can also contribute to the nitrate in controlled waters. In reality many dispersed point sources can appear to come from one single source of diffuse pollution (EA, 2005)&amp;lt;ref name=&amp;quot;EA 2005&amp;quot;&amp;gt;ENVIRONMENT AGENCY. 2005. Attenuation of nitrate in the sub-surface environment. Science Report  SC030155/SR2.&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
===Oxidised and reduced nitrogen===&lt;br /&gt;
Atmospheric nitrogen can be divided into two broad categories; oxidised and reduced (Table&amp;amp;nbsp;1). When nitrogen (N) is oxidised it gains an oxygen molecule/s forming either nitric oxide (NO), nitrogen dioxide (NO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;), nitrous acid (HONO) or nitric acid (HNO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;) and if it is reduced it forms ammonia (NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;). Oxidised and reduced nitrogen can be further divided on their sources; oxidised nitrogen tends to be sourced from anthropogenic combustion processes (e.g. power generation and traffic), whereas reduced nitrogen originates primarily from agricultural processes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|+ Table 1&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;Sources of oxidised and reduced nitrogen, adapted from RoTAP (2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;RoTAP. 2012. Review of transboundary Air Pollution: Acidification, Eutrophication, Ground Level Ozone and Heavy Metals in the UK. Contract Report to the Department for Environment, Food and Rural Affairs. &amp;#039;&amp;#039;Center for Ecology &amp;amp; Hydrology&amp;#039;&amp;#039;.&amp;lt;/ref&amp;gt;.&lt;br /&gt;
 &lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| ! style=&amp;quot;width: 175px;&amp;quot; style=&amp;quot;background-color: #bebebe;&amp;quot; | &amp;#039;&amp;#039;&amp;#039;Oxidised Nitrogen&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
| ! style=&amp;quot;width: 600px;&amp;quot; style=&amp;quot;background-color: #bebebe;&amp;quot; | &amp;#039;&amp;#039;&amp;#039;Sources&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| ! scope=&amp;quot;col&amp;quot; style=&amp;quot;width: 175px;&amp;quot; | Nitrogen oxides (NO)&lt;br /&gt;
| ! scope=&amp;quot;col&amp;quot; style=&amp;quot;width: 400px;&amp;quot; rowspan=&amp;quot;4&amp;quot; | Combustion of fossil fuels from traffic and urban sources and industrial emissions. NO and NO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; are collectively known as NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Nitric oxide (NO)&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Nitrogen dioxide (NO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;)&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Nitrous acid (HONO)&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Nitric acid (HNO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;)&lt;br /&gt;
| Also from nitrogen gas and water vapor during lightening strikes (not a major contributor to atmospheric nitrogen)&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Nitrate (NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;-)&lt;br /&gt;
| Wet deposition and via surface and groundwater&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| ! style=&amp;quot;width: 175px;&amp;quot; style=&amp;quot;background-color: #bebebe;&amp;quot; | &amp;#039;&amp;#039;&amp;#039;Reduced Nitrogen&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
| ! style=&amp;quot;width: 450px;&amp;quot; style=&amp;quot;background-color: #bebebe;&amp;quot; | &amp;#039;&amp;#039;&amp;#039;Sources&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Gaseous ammonia NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&lt;br /&gt;
| Agriculture, livestock, poultry, manure management (cattle) also synthetic fertilizer application&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Aerosol NH&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt;&lt;br /&gt;
| Associated with SO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;2-&amp;lt;/sup&amp;gt; from emissions&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| Wet deposited NH&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt;&lt;br /&gt;
| Agriculture: the effects of wet deposited NH&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt; are thought to be less than that of dry deposited NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Nitrogen Oxides (NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;)===&lt;br /&gt;
NO and NO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; are collectively known as NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; and are formed when nitrogen (N) is oxidised forming nitrogen oxides (NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;). The primary source for air emissions of nitrogen oxides (NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;) are combustion sources e.g. road transport, public electricity and heat generation sector and industry (see RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
===Ammonia (NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;)===&lt;br /&gt;
Ammonia (NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;) emissions are primarily sourced from the agricultural sector, specifically manure management, degradation of urea from livestock (cattle) but also from synthetic fertiliser applications (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;.  The sources of ammonia (NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;) can be both diffuse, sourced from large agricultural areas, and also from point sources such as pig and poultry farms, however many point sources can also produce diffuse pollution. The diffuse nature makes monitoring emissions for ammonia (NH&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;) more uncertain than for the combustion generated nitrogen dioxides (NO&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;). This also means that any modeled or spatial data will also be susceptible to the same uncertainties (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. This uncertainty will also apply to the 5&amp;amp;nbsp;x&amp;amp;nbsp;5&amp;amp;nbsp;km grid square of atmospheric nitrogen deposition data used later on within this report ([[OR/14/047 Nutrients and wetlands#Modelling of atmospheric deposition in the UK|&amp;#039;&amp;#039;see&amp;#039;&amp;#039; Modelling of atmospheric deposition in the UK]]).&lt;br /&gt;
&lt;br /&gt;
==Pathways for atmospheric nutrients==&lt;br /&gt;
Once emitted to the atmosphere compounds are formed and transported often over long distances, subsequently being deposited in the form of pollutants such as particulate matter (sulphates, nitrates) and related gases (nitrogen dioxide, sulphur dioxide and nitric acid). Once in the atmosphere there are two processes by which deposition can occur, that is via ‘WET’ or ‘DRY’ deposition, both of which can be considered as direct pathways at GWDTEs. Wet deposition is the portion dissolved in cloud droplets and is deposited during rain or other forms of precipitation (EPA, 1999). Dry deposition includes both gas and particle transfer to surfaces during periods of no precipitation (EPA, 1999). Both the wet and dry deposition can be deposited directly upon GWDTEs.&lt;br /&gt;
&lt;br /&gt;
Indirect pathways for atmospheric deposition involve: surface water, surface water runoff and groundwater to a GWDTE. The cumulative effect of atmospheric nutrient deposition across a groundwater body (or catchment of a GWDTE) must be considered for any successful source apportionment study and will be influenced by landuse, vegetation, soils, rainfall and topography.&lt;br /&gt;
&lt;br /&gt;
Understanding the contribution of atmospheric loading and terrestrial loading on a catchment scale will be important for implementing effective and targeted management plans for both the WFD and HD. A general rule of thumb is that terrestrial loading at lowland habitats far exceeds loading from atmospheric sources.&lt;br /&gt;
&lt;br /&gt;
==Receptors and factors affecting atmospheric nutrient deposition and loss==&lt;br /&gt;
Atmospheric deposition does not discriminate and its effects are felt by a variety of receptors including: soils, freshwater and vegetation (see RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; and also seawater where nutrients can contribute to algal blooms. Responses and changes to atmospheric deposition occur in soils, freshwater and vegetation and affect a wide range of ecosystems (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. Atmospheric deposition is an important source of N in semi-natural upland ecosystems (Helliwell et al. 2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;HELLIWELL, R C, COULL, M C, DAVIES, J J L, EVANS, C D, NORRIS, D, FERRIER, R C, JENKINS, A, and REYNOLDS, B. 2007. The role of catchment characteristics in determining surface water nitrogen in four upland regions in the UK. &amp;#039;&amp;#039;Hydrology &amp;amp; Earth System Sciences&amp;#039;&amp;#039;, 01, Vol.&amp;amp;nbsp;11, No.&amp;amp;nbsp;1, pp.356–371 ISSN 10275606.&amp;lt;/ref&amp;gt; as many upland systems maybe exposed to less terrestrial nitrogen sources due to their topographical setting and surrounding low intensity land use. In the context of this report vegetation at GWDTEs must be considered as the principal receptor because most GWDTE are defined in terms of vegetation characteristics and it is change within the vegetation that is used to determine if a GWDTE is in unfavourable condition.&lt;br /&gt;
&lt;br /&gt;
===Vegetation===&lt;br /&gt;
There is strong evidence that the effect of nitrogen deposition on vegetation in general (and not just GWDTEs) has already been reflected by a significant reduction in total plant species, diversity and frequency of sensitive plant species since the 1980s (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. The effects of atmospheric N deposition on species diversity is not straight forward and for any given habitat it will depend on abiotic conditions including: buffering capacity, soil nutrient status and soil factors that influence the nitrification potential and nitrogen immobilisation rates (Bobbink et al. 1998)&amp;lt;ref name=&amp;quot;Bobbink 1998&amp;quot;&amp;gt;BOBBINK, R, HORNUNG, M, and ROELOFS, J G M. 1998. The effects of air-borne nitrogen pollutants on species diversity in natural and semi-natural European vegetation. &amp;#039;&amp;#039;Journal of Ecology&amp;#039;&amp;#039;, Vol.&amp;amp;nbsp;86, No.&amp;amp;nbsp;5, pp.717–738 ISSN 1365-2745. DOI 10.1046/j.1365-2745.1998.8650717.x.&amp;lt;/ref&amp;gt;. Maskell et al. (2010)&amp;lt;ref name=&amp;quot;Maskell 2010&amp;quot;&amp;gt;MASKELL, L C, SMART, S M, BULLOCK, J M, THOMPSON, K, and STEVENS, C J. 2010. Nitrogen deposition causes widespread loss of species richness in British habitats. &amp;#039;&amp;#039;Global Change Biology&amp;#039;&amp;#039;. 16, p.671–679.&amp;lt;/ref&amp;gt; found a strong negative correlation between atmospheric nitrogen deposition and plant species richness in selected habitats (heathland acid, calcareous and mesotrophic grassland) in the UK. Maskell et al. (2010)&amp;lt;ref name=&amp;quot;Maskell 2010&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; also highlights the complexity and interactions of land management and grazing and their influence on the susceptibility of sites to nitrogen deposition. Nitrogen deposition has also been shown to have a cumulative impact (e.g Dupre et al. 2010)&amp;lt;ref name=&amp;quot;Dupre 2010&amp;quot;&amp;gt;DUPRE, C, STEVENS, C L, RANKE, T, BLEEKERS, A, PEPPLER-LISBACH, C, GOWING, D J G, DISE, N B, DORLAND, E, BOBBINK, R, and DIEKMANN, M. 2010. Changes in species richness and composition in European acidic grasslands over the past 70 years: the contribution of cumulative atmospheric nitrogen deposition. Global Change Biology 16, 344–357. http://onlinelibrary.wiley.com/doi/10.1111/j.1365-2486.2009.01982.x/pdf&amp;lt;/ref&amp;gt;. The national 5&amp;amp;nbsp;x&amp;amp;nbsp;5&amp;amp;nbsp;km deposition maps ([[OR/14/047 Nutrients and wetlands#Modelling of atmospheric deposition in the UK|&amp;#039;&amp;#039;see&amp;#039;&amp;#039; Modelling of atmospheric deposition in the UK]]) are based on annual mean deposition rates; the difficulty of quantifying the effect of cumulative deposition should be considered especially during any future source apportionment study. Furthermore Stevens et al. (2011)&amp;lt;ref name=&amp;quot;Stevens 2011&amp;quot;&amp;gt;STEVENS, C J, SMART, S M, HENRYS, P, MASKELL, L C, WALKER, K J, PRESTON, C D, CROWE, A, ROWE, E, GOWING, D J, and EMMETT, B A. 2011. Collation of evidence of nitrogen impacts on vegetation in relation to UK biodiversity objectives. &amp;#039;&amp;#039;JNCC Report&amp;#039;&amp;#039;, No.&amp;amp;nbsp;447. http://jncc.defra.gov.uk/pdf/jncc447_web.pdf&amp;lt;/ref&amp;gt; highlight the ability of certain species to be impacted even at low levels of nitrogen deposition&amp;amp;nbsp;—&amp;amp;nbsp;even below that of the critical loads (for explanation [[OR/14/047 Critical loads |&amp;#039;&amp;#039;see&amp;#039;&amp;#039; Critical loads]]).&lt;br /&gt;
&lt;br /&gt;
Changes in vegetation can also result from the failure to implicate  suitable grazing regimes,  abandonment of sites (i.e no management) or historic management decisions such as the stabilization of many dune systems across coastal areas in the UK. It is important to consider how the effects on vegetation of land management changes and vegetation management can be distinguished from the effects of atmospheric (and terrestrial) impacts during any source apportionment study.&lt;br /&gt;
&lt;br /&gt;
Vegetation is the primary receptor for atmospheric deposition at many GWDTEs. CSM or common standards monitoring (see JNCC, 2004)&amp;lt;ref name=&amp;quot;JNCC 2004&amp;quot;&amp;gt;JNCC, 2004. Common Standards Monitoring. Introduction to the Guidance Manual. http://jncc.defra.gov.uk/pdf/CSM_introduction.pdf&amp;lt;/ref&amp;gt; and repeat surveying of vegetation is used to identify indicator species that are related to nutrient enrichment. The first six year report on common standards monitoring Williams (2006)&amp;lt;ref name=&amp;quot;Williams 2006&amp;quot;&amp;gt;WILLIAMS, J M, ED. 2006. &amp;#039;&amp;#039;Common Standards Monitoring for Designated Sites: First Six Year Report&amp;#039;&amp;#039;. Peterborough, JNCC.&amp;lt;/ref&amp;gt; states: It is often very difficult to determine the effects of air pollution natuural or semi natural habitats, given the complex interactions between pollution impacts, management and abiotic influences. As a result, the impacts of air pollution, and the identification of air pollution as an adverse activity affecting condition, are considered to be substantially under-reported in this assessment.&lt;br /&gt;
&lt;br /&gt;
There are however some concerns regarding this approach and these are raised by Emmett et al. (2011)&amp;lt;ref name=&amp;quot;Emmett 2011&amp;quot;&amp;gt;EMMET, B A, ROWE, E C, STEVENS, C J, GOWING, D J, HENRYS, P A, MASKELL, L C, and SMART, S M. 2011. Interpretation of evidence of nitrogen impacts on vitiation in relation to UK biodiversity objectives. JNCC Report No.&amp;amp;nbsp;449.&amp;lt;/ref&amp;gt;. and also summarized in Chapter&amp;amp;nbsp;12 within this report. Different habitats are assigned nitrogen critical loads (ie, thresholds for the impacts from atmospheric deposition; these are discussed in more detail in [[OR/14/047 Critical loads |Critical loads]] and recent data analysis (Stevens et al. 2011)&amp;lt;ref name=&amp;quot;Stevens 2011&amp;quot;&amp;gt;STEVENS, C J, SMART, S M, HENRYS, P, MASKELL, L C, WALKER, K J, PRESTON, C D, CROWE, A, ROWE, E, GOWING, D J, and EMMETT, B A. 2011. Collation of evidence of nitrogen impacts on vegetation in relation to UK biodiversity objectives. &amp;#039;&amp;#039;JNCC Report&amp;#039;&amp;#039;, No.&amp;amp;nbsp;447. http://jncc.defra.gov.uk/pdf/jncc447_web.pdf&amp;lt;/ref&amp;gt; and Emmett et al. 2011)&amp;lt;ref name=&amp;quot;Emmett 2011&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; show that for many habitats across large areas of the UK, nitrogen deposition exceeds the critical loads.&lt;br /&gt;
&lt;br /&gt;
===Soils===&lt;br /&gt;
Topsoil nitrogen concentration has decreased in many habitats despite continued total atmospheric nitrogen deposition remaining the same over the last 20 years (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. The reasons for this are not known but could be associated with changes in the C:N ratios such that the nitrogen signal is diluted by increased C fixation by plants or that microbioal activity has been effected by N deposition, thus increasing the availability of N to plants, RoTAP (2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. Nitrogen (N) is however immobile in soil organic matter, relatively little is leached to freshwaters (RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; and it is therefore important to consider cumulative nitrogen (N) deposition rather than present day deposition (Emmett et al. 2011)&amp;lt;ref name=&amp;quot;Emmett 2011&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. The importance of abiotic conditions including soil nutrient status and buffering capacity all affect the ability for NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;-/NH&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;  nitrification and mobilisation (Bobbink et al. 1998)&amp;lt;ref name=&amp;quot;Bobbink 1998&amp;quot;&amp;gt;EMMET, B A, ROWE, E C, STEVENS, C J, GOWING, D J, HENRYS, P A, MASKELL, L C, and SMART, S M. 2011. Interpretation of evidence of nitrogen impacts on vitiation in relation to UK biodiversity objectives. &amp;#039;&amp;#039;JNCC Report&amp;#039;&amp;#039; No.&amp;amp;nbsp;449.&amp;lt;/ref&amp;gt; and thus the impact it can have on any receiving ecosystem.&lt;br /&gt;
&lt;br /&gt;
A study into four UK upland catchments (Helliwell et al. 2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; describes how nitrogen concentrations in acid sensitive upland soils were greater in areas dominated by mineral soils with a small C-pool rather than peaty soils (large C&amp;amp;nbsp;–pool). Helliwell et al. (2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; conclude that if nitrogen deposition remains at current levels then it is possible that upland catchments with small C&amp;amp;nbsp;–pools will be more susceptible to NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;- leaching, thus having a direct impact on habitats and freshwater systems that receive water from these upland catchments. Helliwell et al. (2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; describe how the geomorphology (slope, altitude and bare rock) of upland catchments may provide a control for winter NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;- leaching and how in the summer significant relationships between the C pool and surface water NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;- were observed. The implication for this is that any GWDTEs that receive an element of surface water flow from an upland catchment may also be indirectly impacted by the ability of the soils and other geomorphological characteristics to limit (or enhance) leaching of NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;- during the year. Source apportionment studies or models to understand atmospheric nitrogen deposition across groundwater bodies would need to consider soil types, slope, altitude and areas of bare rock within the analysis.&lt;br /&gt;
&lt;br /&gt;
==Seasonal variation and climate change==&lt;br /&gt;
The natural variability of rainfall (intensity and amount) varies seasonally across England and Wales, with winter periods traditionally being wetter than summer periods. This natural variability of rainfall has a direct influence on wet atmospheric deposition, and this is factored into the Concentration Based Estimated Deposition (CBED: RoTAP, 2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; data for England and Wales ([[OR/14/047 Nutrients and wetlands#Modelling of atmospheric deposition in the UK|&amp;#039;&amp;#039;see&amp;#039;&amp;#039; Modelling of atmospheric deposition in the UK]]). During winter biological uptake and transformation of nitrogen is greatly reduced (Helliwell et al. 2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; and this also generally corresponds with periods of greater rainfall and wet deposition.&lt;br /&gt;
&lt;br /&gt;
Nitrogen loss from wetlands can also vary throughout the year as seasonal patterns of organic carbon (important for dentrifying bacteria) loss changes depending upon plant types and their ability to create varying amounts of litter (Weisner et al. 1994)&amp;lt;ref name=&amp;quot;Weisner 1994&amp;quot;&amp;gt;WEISNER, S E B, ERIKSSON, P G, GRANELI, W, and LEONARDSON, L. 1994. Influence of macrophytes on nitrate removal in wetlands. &amp;#039;&amp;#039;Ambio&amp;#039;&amp;#039; 23:363–366.&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
The potential effects of climate change on air pollution impacts on soils and vegetation are potentially very wide-ranging and are discussed in more detail in the RoTAP (2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; report. The RoTAP report summarises the three main potential impacts of climate change on atmospheric deposition, they include;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{|&lt;br /&gt;
| ! scope=&amp;quot;col&amp;quot; style=&amp;quot;width: 30px;&amp;quot; | (i)&lt;br /&gt;
|changes in the tolerances of plant species to soil acidification and N enrichment under different climate conditions;&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| ! scope=&amp;quot;col&amp;quot; style=&amp;quot;width: 30px;&amp;quot; | (ii)&lt;br /&gt;
|increased frequency of climatic stresses to which air pollution increases sensitivity (e.g. drought); and&lt;br /&gt;
|- style=&amp;quot;vertical-align:top;&amp;quot;&lt;br /&gt;
| ! scope=&amp;quot;col&amp;quot; style=&amp;quot;width: 30px;&amp;quot; | (iii)&lt;br /&gt;
|increased uptake, weathering and leaching of N and base cations and increased base cation weathering due to climate-induced changes in plant growth and hydrological conditions&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Attenuation of nitrogen in wetlands==&lt;br /&gt;
Attenuation of nitrogen in wetlands is a complex subject and although it must be mentioned it is beyond the scope of this project to deal with it in detail. The following is a very short description of some key issues related to the attenuation of nitrogen in wetlands, and a detailed review of the literature is needed to expand further upon this subject.&lt;br /&gt;
&lt;br /&gt;
Nitrogen can be both retained, attenuated and lost (i.e. cycled) within many GWDTEs and the key processes associated with this are; nitrification, denitrification and uptake by plants. Dentrification is the primary mechanism for nitrogen retention (Saunders and Kalff, 2001)&amp;lt;ref name=&amp;quot;Saunders 2001&amp;quot;&amp;gt;SAUNDERS, D L, and KALFF, J. 2001. Nitrogen retention in wetlands, lakes and rivers. &amp;#039;&amp;#039;Hydrobiologia&amp;#039;&amp;#039;. 442. pp.205–212.&amp;lt;/ref&amp;gt;. and occurs in anoxic environments when bacteria use the oxygen in nitrate for respiration and release N gas back to the atmosphere (Woods Hole Group, 2007)&amp;lt;ref name=&amp;quot;Woods Hole Group 2007&amp;quot;&amp;gt;WOODS HOLE GROUP. 2007. Natural attenuation of nitrogen in wetlands and water bodies. For Massachusetts Department of Environmental Protection. https://webmail.nerc.ac.uk/eea/docs/dep/water/resources/a-thru-m/,DanaInfo=www.mass.gov+attenufr.pdf&amp;lt;/ref&amp;gt;. Denitirification also depends upon the release of organic carbon from plant litter and living macrophytes, which is used directly by denitirfying bacteria within wetlands and also indirectly by stimulating a lower redox potential (Weisner et al. 1994)&amp;lt;ref name=&amp;quot;Weisner 1994&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
In upland systems nitrogen is generally tightly cycled and retained, with minimal release to surface water or groundwater. However nitrogen saturation can occur in some systems if deposition exceeds the retention capacity of soils and biota in the system (Helliwell et al. 2007)&amp;lt;ref name=&amp;quot;Helliwell 2007&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;. The ability of wetlands to retain nitrogen has been highlighted by several studies: Chapman and Edwards, (1999)&amp;lt;ref name=&amp;quot;Chapman 1999&amp;quot;&amp;gt;CHAPMAN, P J, EDWARDS, A C, and CRESER, M S. 2001. The nitrogen composition of streams in upland Scotland: some regional and seasonal differences. &amp;#039;&amp;#039;Science of the Total Environment&amp;#039;&amp;#039;. 265, pp.65–83.&amp;lt;/ref&amp;gt; and Davies et al. (2005)&amp;lt;ref name=&amp;quot;Davies 2005&amp;quot;&amp;gt;DAVIES, J J L, JENKINS, A, MONTEITH, D T, EVANS, C D, and COPPER, D M. 2005. Trends in surface water chemistry of acidified UK freshwaters, 1988–2002. &amp;#039;&amp;#039;Environmental Pollution&amp;#039;&amp;#039;. 137, p.27–39.&amp;lt;/ref&amp;gt; suggest that the dominance of NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt; in inorganic N leaching in semi natural systems is due to the retention of NH&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt; via uptake, adsorption or nitrification within the ecosystems. Jansson et al. (1998)&amp;lt;ref name=&amp;quot;Jansson 1998&amp;quot;&amp;gt;JANSSON, A, FOLKE, C, and LANGAAS, S. 1998. Quantifying the nitrogen retention capacity of natural wetlands in the large-scale drainage basin of the Baltic Sea. &amp;#039;&amp;#039;Landscape Ecology&amp;#039;&amp;#039;, AUG, Vol.&amp;amp;nbsp;13, No.&amp;amp;nbsp;4, pp.249–262 ISSN 0921-2973. DOI 10.1023/A:1008020506036.&amp;lt;/ref&amp;gt; describe the ability of wetlands in the Baltic sea drainage basin to retain 5–13% of atmospheric and terrestrial nitrogen, preventing eutrophication in the Balitic sea; however the potential of damage to the actual wetlands is not discussed in detail.&lt;br /&gt;
&lt;br /&gt;
==Modelling of atmospheric deposition in the UK==&lt;br /&gt;
The deposition data used within this report, and also for the APIS (Air Pollution Information System) website ([http://www.apis.ac.uk/ www.apis.ac.uk]) is calculated on a 5&amp;amp;nbsp;x&amp;amp;nbsp;5&amp;amp;nbsp;km grid using the CBED (Concentration Based Estimated Deposition) methodology. Maps are produced of wet and dry deposition of sulphur, oxidised and reduced nitrogen, and base cations using measurements of air concentrations of gases and aerosols as well as concentrations in precipitation from the UK Eutrophying and Acidifying Pollutants (UKEAP) network (Hall et al. 2014 [in press]). Site based measurements are interpolated to generate maps of concentrations for the UK. The ion concentrations in precipitation are combined with UK Met Office annual precipitation data to generate wet deposition. Gas and particulate concentration maps are combined with spatially distributed estimates of vegetation-specific deposition velocities (Smith et al. 2000)&amp;lt;ref name=&amp;quot;Smith 2000&amp;quot;&amp;gt;SMITH, R I, FOWLER, D, SUTTON, M A, FLECHARD, C, and COYLE, M. 2000. Regional estimation of pollutant gas deposition in the uk: model description, sensitivity analysis and outputs. &amp;#039;&amp;#039;Atmospheric Environment&amp;#039;&amp;#039;, 34, 3757–3777.&amp;lt;/ref&amp;gt; to generate dry deposition. Examples of these maps are presented in Figure&amp;amp;nbsp;2.&lt;br /&gt;
&lt;br /&gt;
More detail on CBED can be found in RoTAP (2012)&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt;; some of the key points are listed below:&lt;br /&gt;
&lt;br /&gt;
* Dry deposition of oxidized nitrogen is generated using data calculated from and interpolated between 30 sites&lt;br /&gt;
* The use of vegetation-specific deposition velocities enables different deposition values to be derived for deposition to different land cover types; for critical load exceedances, values for moorland are applied to all non-woodland habitats, and deposition values for woodland are applied to all woodland habitats&lt;br /&gt;
* Wet deposition mapping requires the use of an orographic enhancement factor which accounts for the natural variability in annual rainfall conditions which directly influences wet deposition&lt;br /&gt;
* Deposition data used for calculating critical load exceedances are 3-year annual averages of the sum of wet plus dry deposition to moorland and woodland&lt;br /&gt;
&lt;br /&gt;
[[Image:OR14047fig2.jpg|thumb|center|500px|  &amp;#039;&amp;#039;&amp;#039;Figure 2&amp;#039;&amp;#039;&amp;#039;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;    CBED 5&amp;amp;nbsp;x&amp;amp;nbsp;5&amp;amp;nbsp;km nitrogen deposition to moorland for 2010–12: (a) oxidized nitrogen; (b) total (oxidized + reduced) nitrogen.&amp;lt;br&amp;gt;&amp;lt;span style=&amp;quot;font-size:90%&amp;quot;&amp;gt;&amp;#039;&amp;#039;Contains OS data © Crown Copyright and database right [2015].&amp;#039;&amp;#039;&amp;lt;/span&amp;gt;    ]]&lt;br /&gt;
&lt;br /&gt;
There are several different models that can be used for air pollution modeling for both long (&amp;gt;50&amp;amp;nbsp;km) and short range (&amp;lt;20&amp;amp;nbsp;km) predictions, the main output being to provide an estimate of a concentration of deposition of a pollutant. The APIS (Air Pollution Information System) website ([http://www.apis.ac.uk/ www.apis.ac.uk]) is one of the main portals to this information and further details of modeled concentration and deposition values in the UK can be found in RoTAP, 2012&amp;lt;ref name=&amp;quot;RoTAP 2012&amp;quot;&amp;gt;&amp;lt;/ref&amp;gt; ([[OR/14/047 Critical loads|&amp;#039;&amp;#039;see&amp;#039;&amp;#039; Critical loads]]) and at ([http://pollutantdeposition.defra.gov.uk http://pollutantdeposition.defra.gov.uk])&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
&amp;lt;References/&amp;gt;&lt;br /&gt;
[[Category:OR/14/047 Atmospheric deposition at groundwater dependent wetlands: implications for effective catchment management and Water Framework Directive groundwater classification in England and Wales | 05]]&lt;/div&gt;</summary>
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