Climate change and soil wetness limitations for agriculture: Spatial risk assessment framework with application to Scotland
Introduction
Waterlogged soils occur due to the location-specific interaction of soil and climate variables resulting in saturation of pore space through the soil profile. For wetter locations, the seasonal pattern of waterlogging has a major impact on the viability and management of crops and livestock production (Schulte et al., 2012). Efforts to alleviate these natural constraints have been made through the use of drainage schemes to remove excess water, improve agricultural productivity and maximise use of land resources. Growing pressures on food, energy and water security mean that there is increased need to develop strategies to maximise and sustain the use of finite land resources (Godfray et al., 2010) and to maintain soil security (McBratney et al., 2014). These pressures include both increasing demands on land but also the effects of drivers of change that affect the availability of land to meet those demands, notably climate change (Bakker et al., 2011). The objective of the present study was to develop and apply a risk assessment framework to investigate the changing role of climate in soil wetness problems, and, by using a land evaluation approach, to facilitate strategic risk management of land and soil resources at national scale. Land evaluation and land capability classification provide strategic tools to assess and utilise land resources based upon standard criteria including the use of soils and climate data (Bagheri Bodaghabadi et al., 2015, FAO, 2007, Manna et al., 2009). By comparing intrinsic capability, as defined by a reference classification, against current condition as influenced by management practices, important information can also be obtained on soil security issues which, when codified, can inform policy development (Bouma et al., 2012, McBratney et al., 2014).
The moisture content of a soil has an effect on its consistency, strength and vulnerability to deformation. Wet soils with low bulk strength that exceed Atterberg's limit for plasticity become more prone to compaction by machinery or livestock, or to smearing due to excessive shear forces which breaks soil continuity (Droogers et al., 1996, Hamza and Anderson, 2005). The resulting damage to soil structure can reduce infiltration rates and hinder drainage causing increased surface runoff and erosion, whilst compaction can also reduce rooting depths and hence plant growth (Ball et al., 1997). Excess wetness will also mean that machinery will sink into the soil and wheel slip will occur which constrains management practices. The annual cycle of moisture conditions in the soil therefore defines the soil water regime of a location and the duration of waterlogged soils can be the key influence on the viability and scheduling of farm activities at that site (Schulte et al., 2012). For example, soils with a water table at < 70 cm depth for four to seven months of the year have been identified as being at higher risk of compaction under vehicle traffic or livestock (Robson and Thomasson, 1977).
Soil wetness constraints mean that effective risk management is crucial to ensure farm productivity and to avoid long-term damage to the soil resource. In terms of arable use and management, risks are manifest through workability constraints on tillage or harvesting, or on general trafficability access by machinery (Earl, 1996, Rounsevell, 1993). For improved grassland, general trafficability constraints act in combination with potential livestock poaching risks from damage caused by animal hooves to soil and vegetation (Piwowarczyk et al., 2011). Wetness constraints may mean that crops are unviable, or that livestock have to be kept indoors longer during the wetter part of the year or that stocking rates are lower, each of which has an impact on farm economics (Shalloo et al., 2004). Poaching damage is a common problem in areas where winters are relatively mild with a longer growing season and farmers aim to maximise grazing of livestock in fields rather than for them to be managed and fed indoors (Tuohy et al., 2014). Neglecting these constraints can cause long-term problems: for example, soil compaction due to tractor traffic has been estimated to reduce yields by an average of 10% (Mosquera-Losada et al., 2007).
Field drainage systems are designed to remove excess water and lower the water table providing better working and productivity conditions for the soil. For intensive agriculture (arable and grassland), underdrainage systems below the soil surface are most commonly employed (usually via pipes or tiles) to avoid disruption to the continuity of field systems that are optimised for efficient cultivation or livestock grazing. Drainage of wet ground has been reported to increase yields of a wide range of crops by 10–25% (Castle et al., 1984). Similarly, analysis of annual grass productivity has suggested that well-drained soils improve yield by 1.25–3.55 t/ha compared to poorly-drained soils in the same climatic conditions (Fitzgerald et al., 2005). However, the hydraulic performance of drainage systems has been shown to be sensitive to changing climatic parameters dependent on their design (Armstrong et al., 1995).
Soil water regimes can be recorded in the field using dipwells or borehole monitoring (e.g. Lilly, 1995, Lilly, 1999) but this can be prohibitively costly to apply on a larger scale. As an alternative, simulation modelling can be employed to improve understanding of agricultural, pedological and hydrological processes at field to region scale (e.g. Sloan et al., 2016, Droogers and Bouma, 2014), but obtaining robust parameter and validation data can also be resource-intensive if existing monitoring data is not available. This identifies a need for a more strategic approach as developed through the use of pedotransfer functions to link empirical data and soil properties, together with the mapping of soil wetness or soil drainage classes based upon these relationships (Hollis et al., 2014, Lilly and Matthews, 1994). A strategic approach can also enhance stakeholder engagement when linked to land evaluation, including the potential to integrate mapping and simulation data within the same framework. Soil wetness properties can be linked to land use constraints based upon empirical data by modelling the seasonal soil water regime and its influence on agricultural ‘working days’ or stocking rates during the year (Piwowarczyk et al., 2011, Rounsevell and Jones, 1993).
Excess soil wetness has been identified as the primary constraint on agricultural land use for the Atlantic climatic zones of North-west Europe (Schulte et al., 2012). Following over 200 years of investment in land remediation for agricultural improvement, Britain and Ireland have been identified as the most extensively underdrained region of Europe, and probably the world (Robinson and Armstrong, 1988). A case study is presented from Scotland where approximately 25% of the land area is under regular cultivation as either arable land or improved grassland (Suppl. Mat. Fig. S1) but where grants for drainage were phased out in the late 1980s. Variations in soil moisture from year to year show wetter years tend to result in lower crop yields indicating that wetness is a primary climatic constraint in Scotland (Brown, 2013). Estimates of the total area of land drained from 1946 to 1979 vary between ca. 250,000–350,000 ha including a small proportion for arterial drainage systems (Green, 1979, Robinson et al., 1990). Drainage was typically small-scale based upon traditional local practices (Armstrong et al., 1992) and therefore did not involve detailed soil physical investigations or larger-scale systematic interventions that have occurred in some other countries (e.g. Netherlands). Underdrainage is particularly important in Scotland because the general wetness of the climate acts against efficient opportunities to employ subsoiling operations used elsewhere to loosen or shatter the soil and improve drainage properties. The most common reason for requiring drainage has been on soil profiles formed on glacial tills where slowly permeable layers occur due to illuviation of fine-grained material and relatively high rainfall rates; the resulting perched water table therefore causes increased frequency of soil saturation close to the surface (Morris and Shipley, 1986). Depth to a slowly permeable layer is therefore a prominent feature of the wetness risk assessment developed in the present study. In addition, underdrainage has been used to address problems due to high groundwater tables or adjacency to spring and seepage lines but these tend to be more localised issues requiring a detailed topographic or hydrogeological investigation beyond the strategic evaluation presented here.
Previous work using an updated method of land capability assessment for agriculture in Scotland has shown the influence of climatic warming as beneficial for both the more productive land and more marginal areas, albeit with potential increased drought risk for some locations in the future (Brown et al., 2008, Brown et al., 2011). However, the influence of soil-climate interactions on wetness risks through changes in seasonal soil water regimes have yet to be fully evaluated. In addition, implications of wetness risks for soil security, land use decisions and climate change adaptation planning have yet to be formulated.
Section snippets
Methods
The methodology for risk assessment follows the convention that risk is defined by the combination of inherent susceptibility (or vulnerability) of a system to damage and its exposure to conditions that could cause that damage (Calow, 1998). The same logic has previously been applied for agricultural drought risk combining soil properties with climatic exposure (Brown et al., 2011). For wetness risk, the potential for soil structural damage is therefore evaluated based upon: (i) intrinsic soil
Results
Mapping of soil properties using the wetness vulnerability index shows the diversity of intrinsic natural constraints that exist in Scotland (Fig. 2). In general, eastern districts tend to have less vulnerable soils, partly due to the presence of coarser-grained parent material but in addition lowland areas with naturally impeded drainage are assumed to be underdrained consistent with the predominance of intensive agricultural systems. Western districts typically have more fundamental
Refining the risk assessment
The risk assessment framework facilitated identification of both spatial and temporal relationships between wetness risk and land use in Scotland. Strategic-level mapping based upon this framework has distinguished low risk and high risk areas based upon the combination of soil and climate factors. Investigating soil-climate relationships in a temporal context shows that although many areas remain either low or high risk, some areas are inferred to have experienced important changes in risk due
Conclusions
A risk assessment framework for soil wetness based upon interaction of soil and climate factors has been developed and applied to a large-scale case study in Scotland to evaluate the role of recent and future climate change. Soil wetness classes show a recent increase in wetness risk for vulnerable soil types in south-west and central Scotland, due to an increase in days when soils are likely to be fully saturated and at field capacity. In terms of land capability, this means that increased
Acknowledgements
Funding was provided by the Land Use Theme of the Scottish Government Strategic Research Programme on ‘Environmental Change’. Detailed advice and comments on the manuscript were provided by Mr. Willie Towers (James Hutton Institute).
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