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1 The development of a conceptual model to investigate the water level rise at Sanctuary Moor, Knutsford Kate Berry This thesis is submitted in part fulfilment of the requirements for the B.Sc. degree in Environmental Science at the University of Lancaster. January 2012

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  • 1

    The development of a conceptual model to investigate the water level rise at

    Sanctuary Moor, Knutsford

    Kate Berry

    This thesis is submitted in part fulfilment of the requirements for the B.Sc. degree in Environmental Science at the University of Lancaster.

    January 2012

  • 2

    Contents

    1. Abstract ............................................................................................................................................................................ 4

    2. Introduction ................................................................................................................................................................... 4

    2.1 Aims ............................................................................................................................................................................ 8

    2.2 The catchment ....................................................................................................................................................... 8

    3. Residents Views ......................................................................................................................................................... 11

    4. Methods ........................................................................................................................................................................ 13

    4.1 Modelling .............................................................................................................................................................. 13

    4.2 Subsidence ............................................................................................................................................................ 14

    4.3 Precipitation ........................................................................................................................................................ 14

    4.4 Run-off .................................................................................................................................................................... 15

    4.5 Groundwater inflow and outflow ............................................................................................................... 16

    4.6 Evapotranspiration ........................................................................................................................................... 17

    4.7 Outflow of water from the River Lily ......................................................................................................... 18

    5. Results .......................................................................................................................................................................... 20

    5.1 Precipitation results ......................................................................................................................................... 20

    5.2 Run-Off results .................................................................................................................................................... 21

    5.3 Groundwater inflow and outflow results ................................................................................................ 22

    5.4 Evapotranspiration results ............................................................................................................................ 24

    5.5 Outflow of water from the River Lily results ......................................................................................... 25

    6. Analysis ......................................................................................................................................................................... 26

    6.1 Precipitation ........................................................................................................................................................ 27

    6.2Run-off ..................................................................................................................................................................... 28

    6.3 Groundwater inflow and outflow ............................................................................................................... 28

    6.3Evapotranspiration ............................................................................................................................................ 30

    6.4Outflow of water from the River Lily .......................................................................................................... 30

    7. Overall picture ....................................................................................................................................................... 32

    8. Sustainable Urban Drainage Solutions (SUDS) ............................................................................................. 34

    9. Conclusion .................................................................................................................................................................... 36

  • 3

    10. Further Work ........................................................................................................................................................... 37

    11. Acknowledgments .................................................................................................................................................. 38

    12.References .................................................................................................................................................................. 38

    13.Appendices ................................................................................................................................................................. 40

  • 4

    1. Abstract

    Sanctuary Moor is a community owned wetland in Cheshire with a history of land drainage

    issues. The water level is rising causing loss of land to the expanding pond which is

    encroaching onto local residents’ gardens. The residents want to identify the cause of this

    water level increase in hope that solutions can be found to save their gardens from being

    permanently flooded. To identify possible causes of the water level rise a conceptual model

    was created. This focused on the main input of precipitation, through direct rainfall and also

    the precipitation reaching the wetland through the ground. The main model output was

    identified as the drainage of the wetland by the small River Lily. The other outputs were

    groundwater discharge and evapotranspiration. Precipitation data for the North West of

    England was analysed using MATLAB to look for precipitation increases over the period of

    the noticed water rise and also to find an average value to use in the model. Literature was

    used to inform methods and estimate typical values for evaporation and transpiration.

    Measurements were taken to estimate the average output of the River Lily. The storage was

    calculated as 0.2% of the total input of water to the system. This suggests that if the amount

    of water entering the wetland can be reduced by 0.2%, perhaps through less run off, then

    the rise would stop. SUDS techniques could be implemented to reduce the total amount of

    water entering the system. Another consideration would be to reduce the level rise by

    increasing the amount of water leaving the wetland by increasing the amount of

    evapotranspiration or increasing the River Lily’s capacity. The findings of this investigation

    highlighted the importance of an integrated approach to hydrological issues as many factors

    can affect the water level at this site.

    Keywords – flooding, wetland, conceptual model, Knutsford, catchment management.

    2. Introduction

    Sanctuary Moor is an area of community owned wetland, lying within a 50m contour

    depression in Knutsford, Cheshire (figure 1). Land drainage has been an issue here for some

    time and in recent years the water level has significantly increased. Some residents are

    losing areas of their gardens to permanent flooding which is causing concern. Potential

    solutions need to be appropriate to the council categorisation of the site as a ‘Grade A Site

    of Biological Importance’ (Sensagent, 2011).

  • 5

    The River Lily is a narrow, shallow river. When flowing through Knutsford the river runs

    alongside the road in a small trench. It has not been known to flood the road suggesting that

    the river is not very flashy and the flow remains relatively constant.

    In a natural environment when rainfall falls onto the land it slowly soaks away into the

    ground or during heavy rainfall runs over the land through saturation overland flow into a

    lake, pond or stream (Shaw et al, 2011). In man-made environments, such as urban areas,

    when rain falls onto surfaces such as concrete it cannot soak away and runs over the land

    into man-made drains. In the case of Sanctuary Moor the surrounding street’s surface drains

    and the regional water company surface water drain (appendix 1) are discharged into the

    wetland. Precipitation is likely to have a large impact on the area as this is a large input of

    water to the moor. It affects the wetland through direct precipitation onto the area, as land

    run-off and as surface drains.

    Ragab (2003) states that on average 30% of rainfall is lost by evaporation and infiltration

    with 6-9% infiltrating through road surfaces and 21-24% lost through evaporation. When

    estimating these factors literature was consulted to get an average figure to make the value

    more reliable. It also seemed unlikely that 6-9% of the rainfall would infiltrate through the

    road surfaces in this area as the road surfaces are well maintained and appear largely

    impermeable so water is more likely to run off the road surface. Although as tarmac is

    slightly permeable, some water will seep through so a figure of 29% was used.

    Sanctuary

    Moor

    250m

    1km

    Figure 1 – The location of Sanctuary Moor in Knutsford (Google, 2010).

  • 6

    A major part of the hydrological cycle is precipitation. It can flow through soil, be intercepted

    by vegetation and infiltrate through the ground. Precipitation can percolate through the soil

    into the ground becoming recharge groundwater which could be a major input to the

    wetland. Recharge is dependent on the availability of water which originates from

    precipitation losing moisture along the way from evapotranspiration (Younger, 2007).

    Three main causes of urban flooding relevant to this study are discussed by Fleming (2002):

    culvert, drain and gully blockage caused by debris and sedimentation deposition of

    organic material such as leaves;

    bridge, tunnel or culvert capacity exceeded;

    seasonal or long term change in groundwater levels.

    In this study only two points of Flemings were investigated due to the studies confinements.

    Firstly a visual site investigation took place but was not the only focus as due to the nature

    of this flooding being long term it was unlikely that blockages would be the cause although it

    may be exacerbating the problem.

    Groundwater is another large input to the moor, with surface springs noticed by residents

    that are now underwater. Darcy’s Law defines groundwater flow. It was calculated from

    studies of water flow through a column of porous material as discussed in Hiscock (2005)

    and Rushton (2006). Darcy’s Law states that the total flow through the column is

    proportional to the difference in water height at each side of the experimental column. In

    the case of Sanctuary Moor the pressure difference was estimated from the level of the

    water table and the level of the water in the moor which was estimated from the change in

    height of the surrounding land.

    The area around Knutsford has previously been heavily mined for salt. The nearby area of

    Northwich has had large subsidence issues resulting from this. It is possible that as this is

    nearby it could be an issue at Sanctuary Moor. The water level may be remaining constant

    but the land level may be falling due to subsistence from mining or the natural dissolving of

    halite deposits, this issue was considered.

    The ‘Flood and Water Management Act 2010’ states that Lead Local Flood Authorities

    (LLFAs) are responsible for managing local flood risks including surface water flooding,

    groundwater flooding, ordinary watercourses and small reservoirs. LLFAs are also

    responsible for land drainage, designating vulnerable land and Sustainable Urban Drainage

  • 7

    Systems (SUDS) on public land. As Sanctuary Moor is community owned this causes debate

    as to who is responsible for carrying out actions to prevent the flooding. This needed

    consideration when suggesting the next steps to try and stop the rising water level.

    As there were many factors potentially impacting the water level at the site an integrated

    approach was adopted. The main factors were explored including assessment of the

    identifiable water inputs and outputs of the moor. It was anticipated this would indicate

    imbalances in the system causing the level rise. As the issue at Sanctuary Moor is getting

    progressively worse the underlying cause needs to be identified in an attempt to solve the

    land drainage issues. Younger (2007) suggests using a conceptual model to understand

    complex systems. This approach was adopted to assess the inputs and outputs of the

    wetland (figure 2).

    The model does not need to provide great accuracy, just broad estimates to enable better

    understand the relative importance of the key parameters. The water balance concept was

    used to:

    1. Investigate and understand the physical processes at play,

    2. Develop a basic model,

    3. Estimate model parameters,

    4. Create scenarios which might explain the water level rise and possible solutions.

    Figure 2 - A conceptual model of Sanctuary Moor water balance

    Lake Wetland Area

    River

    Lily

    Outflow

    Groundwater

    Outflow

    Ouflows:

    Inflows:

    Rainfall

    Transpiration

    From Plants

    In Wetland Area

    Change

    In Water

    Storage

    In Lake

    (resulting

    In level

    change)

    Rainfall

    Run-Off

    From

    Evaporation

    From

    Wetland Area

    Groundwater

    Inflow

  • 8

    Modelling limitations due to the complexity of the situation and also missing data meant

    that the model could not be relied upon to accurately identify the cause of the problem but

    provided insights that could lead to finding the cause. Further information was obtained

    from local residents, environmental consultants and literature reviews to reach conclusions

    with respect to the likely reasons for the water level rise.

    2.1 Aims

    The aims of this study were to:

    Obtain knowledge and information from a variety of sources including residents and

    literature,

    Create a conceptual model,

    Estimate inflow and outflow to the moor,

    Use the model to identify scenarios which would lead to the observed level increase,

    Use knowledge of developments in the local area to identify the modelled scenarios

    that would be consistent with these changes,

    Use the model with other information to test success of potential solutions to the

    problem.

    2.2 The catchment

    A large percentage of the catchment is rural land. The small area of urban land has

    approximately doubled since 1950 with a lot of new building taking place in 1970 in the

    immediate proximity of Sanctuary Moor (figure 3).

    The topography of the area was examined to estimate catchment boundaries (figure 4).

    The highest points in the area are between 60 m and 70 m with an area of

    approximately 8.62km2.

  • 9

    1950

    1970

    1990

    Figure 3 – The growth of buildings from 1950 to 1990 showing an increase in building density in

    the immediate area of Sanctuary Moor. Sanctuary Moor is shown in blue (Digimap, 2010).

    1 km

    1 km

    1 km

  • 10

    To simplify the model only the south catchment was looked at as the catchment converges

    north of sanctuary moor forming a figure of eight shape. Contours here show this is a valley

    shape, water in the southern half will be channelled through the narrowing of the catchment

    to the north catchment. Therefore the model should only consider the south catchment as

    water will pass from this to feed Tatton Mere. Figure 5 shows the new catchment break off

    point, figure 6 shows a diagram of a cross section of the catchment from Sanctuary Moor

    down to Tatton Mere with the cut off for the catchment shown. The output from the river

    and groundwater here can be grouped as a system output.

    Sanctuary Moor

    Figure 4 – Sanctuary Moor catchment shown in pink derived from the

    height of the land (Ordinance Survey, 2010).

    1 km

  • 11

    N

    2.3Water level increase overtime

    Figure 5 – Revised catchment, south of the blue line north of

    Sanctuary Moor (Ordinance Survey, 2011) Y to X is a cut through of

    the catchment.

    Figure 6 – Cross section of y-x through the catchment showing the flow of water from

    Sanctuary Moor to Tatton Mere.

    NOT TO SCALE

    Model Area

    X

    Y

    Tatton Mere

    Sanctuary Moor

    Model Area

    Catchment Area

    General flow from

    south catchment

    across boundary

    from Sanctuary Moor

    towards Tatton

    Mere.

    1km

    X Y

  • 12

    Historical maps (figure 7) show an increase in the surface area of the pond with a larger

    increase between 1970 and 1980 coinciding with significant increase in buildings. The

    problem causing the rise is likely to have accrued before 1960 as the land here was once

    marshy but with no surface water only the River Lily drain. The cause of the surface water

    increase was exacerbated between 1970 and 1980 or possibly a new problem occurred

    which increased the water level rise.

    3. Residents views

    Sanctuary Moor Residents Association was set up by homeowners affected by the water

    level rise at the moor, they hold regular meetings. The opportunity to attend a number of

    meetings enabled their views and observations to be collected.

    The residents had not noticed seasonal fluctuations in the water level and claimed they had

    only observed a gradual increase.

    Concern was raised about the Lily Brook housing development downstream of the site. They

    claimed the small bridge built at Lily Brook appeared to cause damming of the river resulting

    in the River Lily’s flow stopping for a time. They felt this caused a temporary water level

    increase in the wetland.

    A house on the Lily Brook development, Eden Brook, created a water feature by diverting

    the River Lily around the garden and blocking the natural river course with two concrete

    blocks. The homeowners were asked to unblock the river here. They jetted a nearby culvert

    and once this work was completed it resulted in the water level to decreasing by around

    7 cm. The residents still feel that there may be some blockage at this location.

    1960 1970 1980

    Figure 7 – The area of open water at Sanctuary Moor over the period 1960 – 1980 showing the

    increase over this 20 year period (Digimap, 2010).

    200 m 200 m 200 m

  • 13

    Residents also reputed problems with man holes overflowing. After many floods this

    problem appears to have now been fixed by the local water company, United Utilities. The

    residents also made known that there was a United Utilities pumping station on Croft Lane.

    Upon query United Utilities confirmed that there is permission to discharge surface/storm

    water from this during large rainfall events.

    4. Methods

    To carry out the investigation evidence was gained from local residents by asking for their

    views and ideas about the water rise. It is recognised that this information needs to be

    treated carefully as it is anecdotal evidence and may be inaccurate. Guidance and

    suggestions from environmental consultants at Peak Associates was also sought and their

    expertise drawn on. Background information was acquired from a literature review; this was

    used to inform the methods for the construction of the conceptual model.

    4.1 Modelling

    Models can be used at the beginning or end of a study. Hiscock (2005) explained that

    modelling at the beginning of an investigation is used for conceptualising the main

    parameters controlling groundwater flow in a model. At the end of a project modelling is

    useful for predicting the future of groundwater and its response to different conditions.

    Conceptual models are constructed to demonstrate the current thinking on a situation

    (Rushton, 2006). Usually these are used in the early stages of a project before inputting real

    data. Another type of modelling is computational models as discussed by Rushton (2006).

    These are very diverse, analytical models using mathematical expressions, and require

    accurate data input into computer software used to create analytical solutions. This is

    unsuitable for this study due to the lack of measureable data.

    Todd and Mays (2005) discussed the availability of computers able to carry out numerical

    modelling in the 1970s. This gave more accurate estimations although dependent on the

    accuracy of the input parameters of the models.

    A commonly used flow modelling programs is MODFLOW. Younger (2007) states this to be

    three dimensional and reliable. This modelling does however need large quantities of field

    data and calibration therefore unsuitable for this study.

  • 14

    For this study a conceptual model is most appropriate and was constructed to explain the

    current water balance and help explain changes over the last 60 years. It was used at the

    start of the study then again at the end to work backwards and see what the inputs and

    outputs were in the past to look at where the changes have come from.

    4.2 Subsidence

    There is the possibility of subsidence in this location which could account for some, if not all,

    of the water level increase. This could occur from the presence of mining in the local area or

    halite in the underlying geology being naturally dissolved.

    The coal authority suggests that there are no records of mining in this area (Coal Authority,

    2011) however records can be incomplete. A way of testing the water to see if it has flown

    through an underground mine is to look for evidence of orange iron oxide. If this cannot be

    measured it would suggest there has not been mining.

    The bedrock at this location is halite which can be dissolved by water leading to subsidence.

    This is possible as the water is likely to percolate through permeable layers of rock before

    running along the bedrock and potentially dissolving it. There is no evidence of this in

    research of the area. The buildings in the catchment do not appear to exhibit any signs of

    subsidence and there is no warning on the coal authority database (including coal and salt

    mining) for this area but it may be require further investigation.

    4.3 Precipitation

    Historical averages for annual precipitation in the North West was obtained (appendix 2).

    Due to the format of the data downloaded from the MET office website (2011) it was

    necessary to evaluate it using Matlab software. A script was written finding the 10 years of

    greatest average rainfall over the 70 year period to identify any increase in the amount of

    rainfall before the water level rise was noted. The previous 20 years of rainfall were also

    examined for a recent increase in rainfall. Precipitation is measured in metres per year so

    the amount of rainfall in metres for a given area can be easily found by multiplying the value

    by the catchment area.

  • 15

    4.4 Run-off

    To investigate the run off from the area historical maps were used to assess the increase in

    the area of impermeable surfaces from 1930 to present day. GIS software ArcMap GIS 10

    was used to find the area of permeable surfaces at present day and 1990. Due to a technical

    issue with the calculation of area using the GIS software AutoCAD was used to calculate the

    area of the urban areas in 1930, 1950, 1970, 1990 and present day to check the values found

    using the GIS software. The quantity of rainfall reaching the wetland is affected by the

    amount of impermeable surfaces (figure 8 & 9). The numbers were adjusted to achieve

    water balance.

    Figure 8 – A diagram to illustrate a model of rainwater flow in to the wet

    land.

    To moor

    y%

    x2 % 1-x2 %

    x3

    %

    To groundwater

    1-y %

    Rainfall

    Infiltrates into Overland Flow

    (Effected by

    impermeable

    surfaces)

    Enters the

    ground Surface

    This value changes in

    relation to the amount of

    impermeable surfaces in

    the catchment.

    x1 % 1-x1 %

    1- x3

    %

    1-x4 % X4

    %

  • 16

    4.5 Groundwater inflow and outflow

    Darcy’s Law defines groundwater flow. It states that the total flow is proportional to the

    difference in water height between two positions:

    [1]

    Q=total flow, K=hydraulic conductivity, A=cross-sectional area, dh/dl=hydraulic gradient

    The hydraulic gradient term measures how easily water moves through a material. In coarse

    grained material hydraulic gradient is high, but in fine material low (Hiscock, 2005). Typical

    values are 100 cm h-1 in well drained topsoil and 0.001 cm h-1 in poorly drained subsoil (Shaw

    et al, 2010).

    This hydraulic gradient (dh/dl) is likely to be near zero as the water table is expected to be

    the same as the pond water level. There will therefore be no drive for the water into or out

    of the lake.

    Groundwater may be transmitted from aquifers to Sanctuary Moor. Aquifers are bodies of

    saturated rock that store and transmit significant quantities of groundwater (Young 2007).

    Grain shape, size and arrangement all affect the rocks ability to store and transmit water.

    Downing and Wilkinson (1991) discuss historical uses of aquifers in supplying water. At

    Sanctuary Moor the water level within is likely to be at the same level as the natural water

    table due to the geology which would lead to negligible groundwater flow.

    Lake Groundwater

    44.7% 52.3%

    This value is

    affected by the

    run off

    Figure 9 – A simplified diagram showing the estimated proportion

    of rainwater that enters the wetland.

    Rainfall

  • 17

    Geological maps were used to explore the areas geology. This was then used to predict the

    structure of the strata and to identifying the hydraulic gradient of the various rock types to

    find a prediction for the amount of water passing through the rock to give an input and

    output value for the groundwater. Although attempted the scope of this study did not allow

    for obtaining a detailed geological map so a detailed geological cross section of the area

    could not be constructed but was instead estimated from less detailed maps.

    The areas bedrock was identified as impermeable, three superficial permeable rock types

    were identified. The geological map was compared with the topography map to predict the

    nature of the strata. A simple interpretation of the strata was made. This was then used with

    Darcy’s Law to estimate groundwater inflow.

    The hydraulic gradient, K, was assumed as 1x10-5 because the range for alluvium is between

    10-5 and 10-2 m s-1 and between 10-7 and 10-3 for sand (Hiscock, 2005). This seemed a

    reasonable estimate value for the initial calculations. This was varied slightly when carrying

    out the calculations to ensure a water balance, this is discussed in the results section.

    There is sand, gravel and alluvium beneath the river through which water will flow. The

    vertical cross-sectional area of this river bed was estimated as a semi-circle with the radius

    being half the width of the river (1.25 m) as it leaves Sanctuary Moor.

    These values are then placed into the equation to give a value for the flow into the moor in

    m3 s-1.

    4.6 Evapotranspiration

    Evapotranspiration includes rain intercepted by plants known as wet canopy evaporation

    and water transpired from plants. Evapotranspiration is dependent on the vegetation type,

    ability to transpire and water availability in the soil. Values can be difficult to quantify such

    as wet-canopy evaporation and transpiration rates vary in different locations. It is also

    difficult to establish the quantity of water drawn from the ground for plant use. Other

    factors are also challenging to quantify that affect the rate of evapotranspiration such as

    humidity, atmospheric pressure, nature of the evaporating surface and latent heat.

    As there are many unknowns, to estimate the evapotranspiration the average evaporation

    and transpiration for a similar area needed to be found. Literature was researched to find a

    typical value for these. Forestry Commission (2005), Holmes et al (2002) and Hudson and

  • 18

    Keatly (1997) gave similar ranges of values for evaporation and transpiration. Therefore the

    value taken as typical transpiration was 500 mm yr-1 and evaporation 88 mm yr-1.

    Once these values were found the area of the wetland was estimated. This allowed the

    typical values to be calculated for this site.

    4.7 Outflow of water from the River Lily

    Measuring the flow of the River Lily leaving the moor explored Fleming’s (2002) issues:

    Culvert blockage caused by debris and sedimentation deposition of organic material,

    bridge, tunnel or culvert capacity exceeded.

    The investigation of the water course and bridge explored the water’s ability to flow freely.

    It was not possible to access all of the culverts upstream as they are on private land.

    The river is very small and is surrounded by trees and shrubbery which caused difficulty in

    obtaining a location where there was a clear viewing position to use as a reference point for

    the survey. The river also has a large volume of soft silt on its bed which caused problems

    measuring the depth of the water as the top of the silt was hidden due to the murky water.

    These obstacles determined the choice of the survey to be implemented.

    The most suitable survey was then carried out to estimate the flow.

    Equipment list:

    Tape measure,

    Ranging poles,

    Float,

    Stopwatch.

    One 12 metre stretch of the river before the bridge at Lily Brook (figure 10) was measured,

    poles were located at four meter intervals. Eight metre after the bridge was also marked out

    in four metre intervals.

  • 19

    Figure 11 – The typical variation in velocity across the river channel (Hudson, 1993).

    An orange was used due to its unique floating properties, as two thirds of the orange are

    beneath the water surface error is reduced from wind acting on the object. The orange was

    placed upstream of the first marker, when it passed the first marker the stopwatch started.

    The times were recorded each time the orange passed a four metre marker. If the orange

    got stuck the measurement was repeated.

    The measured velocity was higher than a representative value as the surface velocity was

    measured and the float experienced effects of friction from wind. Within the channel the

    velocity varies as shown in figure 11. The measured velocity is faster than the velocity at the

    sides and the bottom within the channel. To take this into account 0.8 of the measured

    surface velocity is taken (figure 11, Hudson, 1993). This was multiplied by the average cross

    sectional area of the section to give a discharge.

    Two flow measurements were taken, June and October. To compare the sets of data and see

    if they show a statistical difference a Mann-Whitney U test was carried out. This statistical

    test was chosen as there are two sets of comparable data. Neither sets of data fit the

    parametric assumptions (Wheater and Cook, 2000) as the method does not allow for

    independent sampling. However the results should still be valid. Hypothesis for the test:

    Figure 10 – Marked in blue the location of the measurement of the velocity of the River Lily.

    (Google Maps, 2011)

    8m

    12m

    bridge

    20 m 40 m

  • 20

    Ho: There is no difference between the measured discharge in June and October.

    Ha : There is a difference between the measured discharge in June and October.

    To check that the calculation has been accurately performed equation 4 should be correct.

    The values of n1 and n1 are used to read off Mann-Whitney tables the value of P=0.05.

    5. Results

    Input and output values in the model were critically reviewed to determine credible values

    which would result in a water balance. Some values were best estimate within a range of

    possible values, such as the groundwater flow estimates. The values that were amended and

    reasons for change are identified and discussed in each section. Methods and results for

    each parameter should be read together to make these reasons clear.

    5.1 Precipitation results

    The 20 wettest years recorded in the past 70 years (table 1) were extracted from the data

    using Matlab software, trends in rainfall were also investigated. The average total rainfall

    over the past 30 years was calculated as 1.283 m year-1. This was multiplied by the

    catchment area to estimate the total rainfall volume within the catchment.

    [2]

    [3]

    Mann – Whitney U Test equation where n1 = number of data points in sample 1, n2= number of data points

    in sample 2, R1= Sums of the ranks in sample 1, R2= Sums of the ranks in sample 2.

    [4]

  • 21

    Year Total Yearly Rainfall /mm Years Ranked 1 highest to 10 lowest

    1954 1689 1

    2000 1651 2

    2008 1549 3

    2002 1465 4

    1998 1455 5

    1951 1441 6

    1960 1435 7

    1967 1420 8

    1950 1429 9

    1999 1406 10

    5.2 Run-Off results

    The results of average rainfall and the area measurement of the catchment were used to

    calculate the volume of water falling on the catchment.

    The volume of surface flow changes with the percentage of the catchment that is urban

    surfaces. This value changes over the years. The percentages were adjusted to achieve water

    balance in the model, it was found that the groundwater percentage was 45%.

    Table 1 – The top 10 wettest years in the North West

    Rainfall

    Lake Groundwater

    55% 45%

    Total division of rainfall

    determined by overall

    run off effects.

    Figure 11 – A simplified diagram of figure 8, showing the

    proportion of rainwater that enters the wetland.

  • 22

    Year Urban Area / m2 % of the

    catchment

    % of present

    rainfall reaching

    the Moor

    Amount of

    rainfall run-off

    entering the

    Moor /m3 y-1

    Present 3229388 48 100 1988786

    1970s 1036532 45 94 1864487

    1950s 246112 37 77 1533023

    5.3 Groundwater inflow and outflow results

    Key

    Till

    Glaciofluvial Deposits, sand and gravel

    Alluvium –Clay, silt, sand and gravel

    Figure 12 - Geological map showing Sanctuary Moor and the surrounding

    geology. (BGS,2011)

    500m

    Sanctuary Moor

    Table 2 – The change in the amount of impermeable surfaces over the past 60 years.

  • 23

    An estimation of the structure of the rock strata was constructed from geological maps

    shown in figure 13.

    It was assumed that the sub-layers at Sanctuary Moor are horizontal. This seems likely due

    to the valley cutting through the layers. Water will infiltrate through the layers then run

    laterally along the impermeable layer of halite.

    Using Darcy’s Law and using the estimated values for the terms described in the methods

    section 3.3, a flow value for the water leaving the Moor was calculated.

    Q=K A dh/dl

    where:

    Q= ground water flow

    K = 10-5m2 (best estimate)

    A = 2.34m2 (best estimate)

    dh/dl = 1 (due to the low head and length dimensions to the moor)

    The values used in this estimation are:

    Q=10-5m2 x 2.34 m2 x 1

    Q=0.000234 m2s-1

    x 31 536 000 m2year-1

    The flow out of Sanctuary Moor through the ground water is estimated as 738m3yr-1.

    This value should remain constant over time as hydraulic conductivity is unlikely to change

    as it is a property of the rock type. The area may increase over time due to depth increase of

    Alluvium –clay, silt, sand, gravel

    GlaciofluvialDeposits, sand

    and gravel

    Till

    Halite – Stone and mudstone

    Figure 13 - A simple cross section of the land at Sanctuary Moor

  • 24

    the water in the river channel but this is likely to be smaller than the error in the

    assumptions of a semi-circular river channel cross section.

    5.4 Evapotranspiration results

    Evaporation

    The amount of evaporation for this type of area was estimated at 0.088 m yr-1 from the

    literature review. This was estimated as total evaporation from the open water on the site.

    This gave a value of 3840.4m3

    each year approximately 0.2% of the overall annual water

    outputs. This value will increase slightly over time as the lake surface increases.

    References give

    typical value of

    approximately

    88 mm yr-1

    (0.088 m yr-1

    )

    Lake surface

    estimated from map

    giving a surface area

    of 43641 m2

    Estimated volume = 0.088

    x 48765

    = 3840.4 m3

    Figure 14 – Evaporation results for Sanctuary Moor

  • 25

    Transpiration

    The amount of evaporation for this type of area was estimated as 0.05 m yr-1. This was

    estimated as a total evaporation from the whole site of Sanctuary Moor at 38,382.5 m3

    each

    year, 2.2% of the overall annual water outputs. This value should remain approximately

    constant as the area of Sanctuary Moor will remain the same. The vegetation cover will

    change slightly over time from loss to trees to water based plants and this will temporarily

    reduce the transpiration during the transition. Evapotranspiration is a very minor

    component of the water budget of the catchment.

    5.5 Outflow of water from the River Lily results

    Cross sections of the river were taken at a number of locations in the vicinity of the bridge

    over the river at Lily Brook.

    Cross sections of the river were taken by placing the tape measure across the river and

    depths of the river measured across the width. The depth and distance across the river were

    recorded. Care was taken as there was a large amount of silt on the river bed,

    measurements were taken from the top of the silt, and some measurements of the silt were

    taken and recorded. There were errors in this process as the cross-section constantly varied

    as did roughness of the bottom of the channel and vegetation in the river.

    Figure 15 – Transpiration results for Sanctuary Moor

    Volume of water lost

    to transpiration

    = 0.5 x 76756

    =38382.5 m3

    Area of Sanctuary

    moor estimated

    from map giving an

    area of 73641m2

    References give

    typical value of

    approximately

    500 mm yr-1

    0.5 m yr-1

  • 26

    The complete set of results from the survey, including the cross section, can be found in

    appendix 3.

    The areas are averages across the sections that they represent, averaging the channel of the

    bridge by an average of the cross section at each side. The river widened before and after

    the bridge, these values were averaged by the cross section at each end of the four metre

    intervals used for measuring velocity.

    12-8m

    before

    bridge

    8-4m

    before

    bridge

    4-0m

    before

    bridge

    Bridge

    10.2m

    width

    0-4m

    after

    bridge

    4-8m

    after

    bridge

    Average 77.7 60.3 48.0 204.0 66.3 53.0

    velocity (m/s) 0.04 0.05 0.07 0.04 0.05 0.06

    volume (m2) 0.755 0.755 0.824 1.189 0.944 0.402

    discharge(m3/s) 0.03 0.04 0.06 0.05 0.05 0.03

    Average discharge 0.043m3/s

    12-8m

    before

    bridge

    Bridge

    10.2m

    width

    0-4m

    after

    bridge

    4-8m

    after

    bridge

    8-12m

    after

    bridge

    Average Time (s) 40.9 158.3 66.7 32.0 52.3

    velocity (m/s) 0.08 0.05 0.05 0.10 0.41

    volume (m2) 0.749 0.911 0.453 0.375 0.35

    discharge (m3/s) 0.06 0.05 0.02 0.04 0.01

    Average discharge 0.036m3/s

    Table 3 – Results from measuring the flow of the River Lily as it leaves the Moor, June

    Table 4 – Results from measuring the flow of the River Lily as it leaves the Moor - October

  • 27

    Discharge/ m3/s

    12-8m

    before

    bridge

    Bridge

    10.2m

    width

    0-4m

    after

    bridge

    4-8m

    after

    bridge

    8-12m

    after

    bridge

    June 0.03 0.05 0.05 0.03 Not measured

    October 0.06 0.05 0.02 0.04 0.03

    To test the relationship between the two sets of data a Mann-Whitney test was carried out.

    The Mann-Whitney tables value of P = 0.05 is 80. The smallest U value is 104, as the U value

    is greater than 80, P ≥ 0.05, the null hypothesis is accepted that there is no significant

    difference between the two sets of data for the measured discharges in June and October at

    the 5% significance level.

    6. Analysis

    6.1 Precipitation

    The MATLAB analysis shows that there was an unusually wet period between 1950 and

    1967, and another between 1998 and 2008. Four of the top five wettest years since 1950

    have been in the past 12 years.

    Looking at historical maps (appendix 4) of the area, the surface water appeared between

    1930 and 1950 and looks to have remained constant until increasing in 1970. This suggests

    that the increase in rainfall had a significant impact on the water level.

    The precipitation may have been the initial cause of the water level issue. Between the wet

    period of 1967 and 1998 the water level was still increasing, perhaps from a delay in the

    system or another parameter. There may have been a delay in water passing through the

    rock beneath the surface. Another reason for the delay could be explained by Ragab’s (2003)

    study through loss of rainfall through evaporation and infiltration.

    The rainfall data used here is data for the whole of the North West. It would have been more

    accurate to use more local data from a local weather station but this was not available

    within the scope of this study. It is unlikely that Knutsford precipitation would be

    significantly different to the regional average. The model contains a lot of estimated values

    Table 5 – Comparing results from June and October measurements

  • 28

    which are relatively uncertain and precipitation is no different to the other parameters in

    this respect.

    Although the data did not appear to show any patterns it is possible they were missed. As

    this investigation requires the identification of high rainfalls or increases in rainfall over the

    past 20 years, other patterns should not affect this greatly.

    6.2 Run-off

    There is uncertainty in the run-off percentage of the catchment and it is unrealistic to

    assume that all the precipitation landing on urban areas will enter the wetland as run off. In

    reality there is grass and surface drains that drain away from the wetland. However the

    surface drains do go into the wetland. As previously discussed, Shaw et al (2011) states that

    rainfall runs over the ground surface during heavy rainfall into ponds, therefore the

    topography needed to be carefully considered.

    The method for estimating run-off involved using a topographical map to estimate the

    catchment boundaries, this involved error determining highest points between contours.

    There is likely to be approximately ± 100 m error around the catchment perimeter.

    There was also error when transferring the catchment perimeter to the base maps in both

    GIS and AutoCAD, these two measurements varied from 7.98 km2 in the GIS software to 8.62

    km2. This highlights the error in locating the catchment by eye. This also shows that there

    will be error in the urban areas calculation, however these will have similar error to one

    another and should still be correct relatively to one another.

    AutoCAD and the GIS software used do not take into account the topography of the land,

    this is another potential source of error. The topography in the catchment changes over the

    30m stretch so there is scope for error here as this will increase the amount of available

    surface.

    It is considered that due to the nature of the study, these errors are acceptable as the

    numbers obtained are recognized as not being exact numbers but numbers that are the

    correct order of magnitude to look for the relationship between all the parameters.

  • 29

    6.3 Groundwater inflow and outflow

    The bedrock of the catchment is halite-stone and mudstone. Halite loses porosity at 100m

    burial depth (Warren, 2006). Mudstone is also impermeable (Broichhausen et al, 2005). The

    superficial geology in the catchment is all impermeable, water will pass through the layers

    then run laterally across the impermeable base rock and emerge at low points which in this

    case may be Sanctuary Moor and Tatton Mere within this catchment.

    The method for calculating inflow from groundwater contained significant error. The

    greatest was the constant of proportionality, K , in the Darcy’s Law equation. The value of K

    can be 10-7 - 10 -3 m2 for sand and 10-5 - 10 -2 m2 for alluvium. This is a range of five orders of

    magnitude which would have a very large impact on the overall result. The 10-5 m2 middle

    range value seems to be in line with the other parameters giving a value to the same order

    of magnitude although it may be out by one order of magnitude either side as the value is

    very large contributing one third of the overall output of the moor. This error only has a

    small effect on the overall equation so is not very significant.

    The area measurement also contains error as the stream outflow is simplified to a semi-

    circle to include the sand, gravel and alluvium beneath the river that the water will be

    flowing through. This area also includes that of the river but this is a very small amount and

    the actual flow in the river is far greater than that through the rock so this effect should be

    small.

    The hydraulic gradient dh/dl is estimated to be one, as the head, dh, is thought to be very

    small as the pond and the water table are likely to be very similar resulting in a very small

    value for the head. The length, dl, is also likely to be very small. These two very small

    numbers are likely to approximate to one in the dh/dl fraction. The hydraulic gradient is

    unlikely to be larger than one but could be smaller than one, this then was estimated at the

    largest it could be and therefore the largest outflow through the rock. The values selected

    were consistent with those suggested by Hiscock (2005) and discussed in section 4.5.

    Overall this is a very simple estimate of this factor. In reality there are a lot of parameters

    that need to be measured and cannot be estimated in this way although measurement of

    these is not within the scope of this investigation.

  • 30

    6.3 Evapotranspiration

    The values for both evaporation and transpiration were taken from literature for similar

    investigations. These all showed similar values so are likely to be representative given the

    scope of this study. The area for transpiration is the whole of the moor. There may be large

    trees beside the moor that are using water that is being taken away from the moor but the

    overall effects of this are likely to be quite small.

    6.4 Outflow of water from the River Lily

    It was noticed that before the bridge in June there was a depth of 0.85 m, 350 mm of water

    and 500 mm of silt before the concrete base was reached and 1.185 m above the water level

    to the top of the bridge opening. At the downstream side of the bridge there was a 55 m

    depth of water before the base and a height above the water of 1.25 m. This gives a total

    height on the upstream side of 2.035 m and 1.305 m on the downstream side which suggests

    that the base of the bridge slopes upwards. There was concern that it may be acting as a

    dam. However this would need further investigation as some culverts are designed to slope

    upwards to reduce the friction along the smooth base and to reduce the effect of erosion

    after the culvert. This would need confirmation to ensure that there is no flow restriction

    here although the results do not show a restriction.

    The velocity measurements are subject to effects of wind on the float. There will also be

    restrictions in flow from vegetation, changes in the river bed and changes in the channel

    cross section causing eddy flows. The float followed the fastest flowing part of the surface

    water, this should be accounted for in the 0.8 conversion factor due to the change in the

    flow within the cross section shown previously in figure 11. The value for this conversion

    factor, obtained from Hudson (1993), takes these channel velocity characteristics into

    account. The float flowed between vegetation during some of the October measurements.

    The flow here would be considerably restricted by this. As the measured results give a small

    velocity they are vulnerable to being heavily affected by these issues.

    It is also important to note that changes in the river channel can induce errors. A small

    change in the measurement of velocity or area could then change the discharge. To try and

    reduce this effect three velocity values were taken for each section. The area was measured

    across the width of the river at least eight intervals to try and give an accurate estimate of

    the cross section. Each section of river was four metres in length and the cross section was

    taken at the start and end of the section. This was then used to estimate the whole section

    of river which is unlikely to have been a completely accurate representation.

  • 31

    It is possible that in the past the River Lily could hold the required amount of water to

    successfully drain the wetland, now that there is a greater water level it is causing a greater

    flow in the River Lily and it may not be able to cope with the new load.

    Further downstream the River Lily flows along side a road in an open man made channel. All

    along are culverts (figure 16). The culverts appear to be at high capacity which will be

    significantly restricting the flow. This is likely to have successfully drained the moor in the

    past with a smaller flow but now the rivers capacity may not be great enough to drain the

    moor at the required rate.

    Figure 16 – A culvert as the River Lily passes through Knutsford,

    alongside The Green before Knutsford Mere.

  • 32

    7. Overall picture

    The calculated values for the inputs and outputs can now be combined into the model to

    consider the overall water balance.

    Inputs Water /m y-1

    48% of rainfall as run

    off 1988786

    Total Input 1988786

    Outputs

    Evaporation 3840

    Transpiration 38383

    Groundwater outflow 773

    River Outflow 1940532

    Total Output 1983528

    Storage 3116

    Overall 2142

    There is an overall imbalance of 2142 m. To make this zero the river outflow in the model

    has to be scaled up by 1.32. This seems reasonable and realistic as the two samples of river

    flow may not be representative of the average annual flow rate.

    The two main uncertainties in the model are river flow and run off as these two values are

    the two estimates that are best estimates to make the water balance. Initially there was only

    one outflow measurement so the average flow was assumed by scaling up the measured

    flow by a percentage of 1.32 as the measurement was taken in June when it was likely to be

    lowest.

    The run-off percentage in the model was also assumed in order to create a balance. This was

    initially set to 48%. This suggested that there were a number of combinations of the two

    main assumptions that could lead to a water balance. It was then decided that a second flow

    measurement would be taken to get a better estimate. The average flow was found to be

    the same despite being during a very wet period the second time, it is therefore likely that

    the flow scaling factor in the model should be set closer to 1.00 rather than 1.32. This

    restricts the number of scenarios for the water balance making the model more reliable.

    Table 6 – The overall inputs and outputs to the moor

  • 33

    With the river flow scaling factor set to 1.00 (i.e. river flow equal to the average flow

    measured), the run off scaling factor had to be set to 38.6% to achieve a water balance (i.e.

    61.4% of the precipitation within the whole catchment area flows into the lake).

    Inputs Water /m y-1

    38.6% of rainfall as

    run off 1600217

    Total Input 1600217

    Outputs

    Evaporation 3840

    Transpiration 38383

    Groundwater outflow 738

    River Outflow 1554140

    Total Output 1597101

    Storage 3116

    Overall 0

    The greatest output is river out flow and this will vary with the level in the moor. To see how

    things have changed over time the same was calculated for a different run-off percentage.

    This was then used to calculate what the flow would have been to give an idea of how the

    balance has changed over time. The evaporation factor has increased over time as the over

    water surface has increased. Transpiration was calculated for the whole of the moor area

    throughout the years.

    The storage is calculated from the water level increase over the past 20 years, this is only

    0.2% of the water flow in the model of the present day. This suggests that if the input could

    be reduced by this amount or an output increased by this amount the issue could be

    resolved.

    Groundwater is likely to be smaller but in this model this is not accounted for as this cannot

    be appropriately estimated. As this is such a small value it is unlikely to have a large effect on

    the overall balance. The pond was approximately a quarter of the size in 1950 than it is now

    showing a very large increase in the last 60 years.

    Table 7 – Adjusted figures for the overall inputs and

    outputs to the moor

  • 34

    1970s

    1950s

    Inputs Water /m3 y-1

    Inputs Water /m3y-1

    35.7% of rainfall as

    run off 1499359

    29.3% of rainfall as

    run off 1232806

    Total Input 1499359

    Total Input 1232806

    Outputs

    Outputs

    Evaporation 1920

    Evaporation 960

    Transpiration 38383

    Transpiration 38383

    Groundwater outflow 738

    Groundwater outflow 738

    River Outflow 1456760

    River Outflow 1191946

    Total Output 1497801

    Total Output 1232027

    Storage 1558

    Storage 779

    Overall 0

    Overall 0

    The run-off value greatly affects the amount of rainfall entering the pond, this is estimated

    to have increased by 8.7% since 1950. This has increased the amount of water entering the

    moor over time, increasing the open water evaporation figure over time due to the increase

    in the surface area of the lake. Similarly the storage was estimated to also have increased in

    proportion to the surface area from historical maps. Transpiration is judged to have

    remained constant over the whole area of Sanctuary Moor.

    Table 8 shows that the river outflow has increased by approximately 22% between 1950 and

    1970. This is an overall increase of 30% between 1950 and present day. It is possible that the

    river cannot increase more than this to cope with the extra load. If the man-made channel

    was designed for smaller flow in the past it may now be restricting the greater flow resulting

    in increased storage.

    Table 8 – Comparing the water balance between the 1970s and 1950s

  • 35

    8. Sustainable Urban Drainage Solutions (SUDS)

    It is evident that run off has a large effect on the total input to the moor. This study shows

    this is likely to be the main cause of the water level rise. One way of reducing this is by

    implementing SUDs in the area. The ultimate aim of SUDs is to mimic natural processes to

    move water away from man-made environments and therefore reducing flood risks and

    improving the local water quality.

    The Environment Agency aims to ‘promote SUDs as a technique to manage surface and

    groundwater regimes sustainably’ (EA website, 2011). They have both primary and

    secondary objectives, the primary is to incorporate SUDs as normal practice as suitable for

    all new developments in England and Wales. The secondary is to apply SUDs in a retrofitting

    scheme to reverse any changes caused to surface water drainage which has affected the

    environment.

    There are a few main SUDs options but not many are suitable for this area due to the large

    amount of work involved and subsequent costs.

    The simplest solution but perhaps the most difficult to implement due to the large number

    of individuals involved, appears to be rainwater harvesting (Environment Agency, 2007). This

    is collecting rainwater from roofs and impermeable surfaces such as car parks, roads and

    driveways. This water is then stored and used to water plants and in some cases stored for

    uses such as flushing toilets (EA website, 2011). Simply harvesting all the rainfall from

    residents’ roofs may reduce the run off by a large enough percentage to have an overall

    effect on the water level.

    A useful SUDs technique is permeable paving (Environment Agency, 2007). The water would

    percolate through the paved structure instead of running off as is currently the case. This

    water would then percolate into the ground and soil when the conditions permit and enter

    the water system in a more natural way. This would be difficult to put into practice at

    Sanctuary Moor as it would require extensive construction and costs.

    There is choice of other SUDS but would be more difficult to implement as they would need

    to be placed in the surrounding roads. These are infiltration trenches and basins which are

    trenches lined with a geotextile then filled with stone. This creates small storage trenches

    for storm water to infiltrate into the subsoil in a controlled way. This method is highly reliant

    on the permeability of the soil and the water table depth at the location. In this model this

  • 36

    would only delay the water reaching the moor rather than reducing it so this method may

    not be suitable here.

    A more suitable type of SUDS here may be permeable conveyance systems. These slow the

    run off water as it enters the moor allowing it time to infiltrate and evaporate on the way

    potentially reducing the amount of water entering the moor. Most popular of these is filter

    drains, similar to infiltration trenches with a geotextile lines trench, this method also traps

    sediment and organic matter.

    9. Conclusion

    The aims of this study were met, information was collected from a variety of sources and a

    conceptual model created. Plausible estimates for all the inputs and outputs of the moor

    were successfully derived and potential solutions to combat water level rise were identified

    and discussed. As found from the literature review it was necessary to construct a

    conceptual model due to the complex nature of the system with all the inputs and outputs.

    The potential errors within the investigation are acceptable within the scope of the study

    and the values are accurate enough to draw conclusions.

    The overall increase in the water level at Sanctuary Moor is only a small percentage of the

    total water in the system, suggesting that the water level can be decreased by reducing the

    input, run-off precipitation or increasing the outputs. As all the factors discussed may have

    an effect on the water level here they need to be managed in an integrated way. Calculated

    percentages of the total water balance indicate a small reduction in any input or a small

    increase in any output could reduce the water level to its former level as the percentage of

    total water stored is only 0.2% of the total water passing through the system.

    The main change over time noticed is the increase in impermeable surfaces in this locality

    causing more water from precipitation to enter the moor. This study suggests this is likely to

    be the main reason for the water level increase. The River Lily is then unable to cope with

    this extra load as it was constructed, along with its’ culverts, for a smaller flow. This is

    supported by the investigation of the River Lily as there was no difference in the flow found

    between the June and October samples, supporting the theory that the river is at its full

    capacity.

    SUDS could help reduce the amount of water entering the moor from the highest input,

    precipitation. A suitable suggestion would be rainwater harvesting. The bridge over the River

  • 37

    Lily as it leaves the moor also needs further investigations carried out to test whether this is

    acting as a dam as this study is inconclusive.

    The outcome is inconclusive for the homeowners affected by the issue, findings were

    reported back to them (Appendix 5) in the hope of providing information and guidance for

    the next stage of their management of the area.

    This study shows that an increase in run-off resulting from increased urbanisation is likely to

    be the main cause of the water level rise at Sanctuary Moor. However in a complex water

    system it is possible that a combination of factors could cause this outcome. This highlights

    the importance of an integrated approach to the management of the catchment area as

    changing one factor may have an effect on another and perhaps a mixture of changes would

    have a greater effect. Some possible changes would be too costly and difficult to achieve

    but more easily implemented changes could be acted upon that may ease the problem.

    10. Further Work

    Due to project constraints a full solution has not been found and to aid finding a full,

    integrated solution these further areas need investigation. The inputs and outputs can be

    researched to see how much each can be increased or decreased to help reduce the water

    level issue. As only 0.2% of the total water in the system needs to be removed only small

    changes need to be made. The run-off value can be reduced by implementing Sustainable

    Urban Drainage Systems (SUDS), the most suitable for these for the area needs to be

    determined.

    The evapotranspiration can be increased by planting certain types of plants that transpire

    more than others. This would increase the amount of water leaving the moor.

    The largest output of the moor is the river output. This could be increased by clearing the

    river of debris and de-silting the river, beginning at the north end so that any debris does not

    flow onto block cleared areas. It may also be worth looking into the feasibility of widening

    the river as it leaves the moor or creating another river channel to meet the existing river at

    the Lily Brook bridge.

    The bridge also needs investigation and a more in depth analysis of the base of the bridge

    needs to be carried out. If this is then still found to be sloping the upwards it may need to be

    corrected to enable a greater flow.

  • 38

    A measurement of the water level could be kept to monitor the situation to see if it becomes

    any worse.

    A geological cross section may be worth looking at to look the abundance of groundwater in

    case something was missed in the assumptions in the groundwater section.

    It may be worth testing the water for chlorine in case any salt is being dissolved into the

    water. This is unlikely to be a major cause but could me a minor contributor.

    11. Acknowledgments

    I would like to thank my supervisors Nick Hewitt and Rob McKenzie for their help and

    guidance on this project. I would also like to give a special thanks to Paul Pallgrave, Matt

    Brennan, Mike Matthews and the other staff at Peak Associates who have helped me with

    this project. I wish to acknowledge the members of Sanctuary Moor Residents Association

    who have been very helpful and supportive with this project.

    12. References

    (1991) Land Drainage act 1991.

    British Geological Survey (2011)

    http://www.bgs.ac.uk/discoveringGeology/geologyOfBritain/makeamap/home.html

    15/06/2011

    Broichhausen, H. R., Littke, T. Hantschel (2005) Mudstone compaction and its influence on overpressure generation, elucidated by a 3D case study in the North Sea, International Journal Earth Science, 956 – 978. Coal authority (2011) https://www.groundstability.com 20/06/2011

    Digimap (2011) http://edina.ac.uk/digimap/ 10/05/2011

    Downing, R. A. and W. B. Wilkinson (1991) Applied Groundwater Hydrology. Clarendon Press,

    Oxford, England.

    Environment Agency (2007) Site handbook for the construction of SUDS. South Wales: MWL

    Fleming, G. (2002) Flood Risk Management. Thomas Telford Publishing, London

    Forestry Commission (2005) T. Nisbet, Water Use by Trees, Forestry Commission, Edinburgh. http://www.forestry.gov.uk/pdf/FCIN065.pdf/$FILE/FCIN065.pdf Accessed 21/08/11

    Google maps (2011) http://maps.google.co.uk/maps?hl=en&tab=wl 10/06/11

    http://www.bgs.ac.uk/discoveringGeology/geologyOfBritain/makeamap/home.htmlhttps://www.groundstability.com/http://edina.ac.uk/digimap/http://www.forestry.gov.uk/pdf/FCIN065.pdf/$FILE/FCIN065.pdfhttp://maps.google.co.uk/maps?hl=en&tab=wl

  • 39

    Hiscock, K. (2005) Hydologeology Principles and Practice. Blackwell Publishing, Oxford,

    England.

    Holmes, M. G. R, A. R. Young, A. Gustard and R. Grew (2002) A new approach to estimating mean flow in the UK, Hydrological and Earth System Science, 6(4), 709 – 720,

    Hudson, N.W. (1993) Field measurement of soil erosion and run off, Food and Agricultural

    Organization of the United Nations. Rome

    Hudson, I.L and M.R. Keatly (1997), Phenological Research: Methods for Environmental and Climate Change Analysis, Springer, London.

    MET office website (2011) www.metoffice.gov.uk/climate/uk/ 15/06/11

    Rainfall data

    http://www.metoffice.gov.uk/climate/uk/datasets/Rainfall/date/England_NW_and_N_Wale

    s.txt 15/06/11

    Ragab, P. R. (2003) Experimental study of water fluxes in a residential area: 2. Road

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    13.Appendicies

    Appendix 1 – United Utilities surface drain map

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    Appendix 2 – Rainfall data for North West between 1910 and 2010

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    Appendix 3 – Results from river surveys

    June 2010

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    October 2010

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    Appendix 4 –Historical Maps

    1960

    1670

    1980

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    Lake Wetland Area

    River

    Lily

    Outflow

    Groundwater

    Outflow

    Ouflows:

    Inflows:

    Rainfall

    on

    Transpiration

    From Plants

    In Wetland

    Area

    Change

    In Water

    Storage

    In Lake

    (resulting

    In level

    change)

    Rainfall

    Run-Off

    From

    Evaporation

    From

    Wetland Area

    Groundwater

    Inflow

    Appendix 4 – Summary of findings produced for SMRA

    Sanctuary Moor Investigation

    Summary of Findings

    Conceptual Model of Sanctuary Moor

    From constructing a conceptual model the inputs and outputs of the moor could be

    calculated. It was found that the run-off value greatly affects the amount of rainfall entering

    the pond and this is estimated to have increased by 8.7% since 1950. In the model, the

    storage was estimated to increase in proportion to the surface area visible on historical

    maps.

    The river outflow was estimated to have increased by approximately 22% between 1950 and

    1970 and by only a further 8% between 1970 and the present day. It is possible that the river

    cannot increase its capacity much more than this to cope with the extra load being put upon

    it. The man-made channel was designed for the smaller flow in the past so it may now be

    restricting the greater flow resulting in increased storage.

    Solutions

    SUDS (Sustainable Urban Drainage Systems)

    The ultimate aim of SUDs is to mimic natural processes to move water away from man-

    made environments therefore reducing flood risks and improving the local water quality.

    The simplest solution is rainwater harvesting, this is collecting rainwater from roofs and

    impermeable surfaces such as car parks, roads and driveways. This water is then stored

    and used to water plants and in some cases stored for uses such as flushing toilets

    Simply harvesting all the rainfall from residents’ roofs may reduce the run off by a large

    enough percentage to have a significant effect on the water level.

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    Permeable paving is another useful SUDS solution, however this would be difficult to put

    into practice at Sanctuary Moor as it could consist of a lot of construction and costs. The

    water would percolate through the paved structure instead of running off as is currently

    the case. This water would then percolate into the ground and soil when the conditions

    permit and enter the water system in a more natural way.

    Evapotranspiration

    Evapotranspiration could be increased by planting certain types of plants that transpire

    more than others. This would increase the amount of water leaving the moor.

    River Flow

    The largest output of the moor is the river output. This output could be increased by

    clearing the river of debris and de-silting, beginning at the north end so that any debris

    does not flow and re-block cleared areas. It may also be worth looking into the feasibility

    of widening the river as it leaves the moor or creating another river channel to meet the

    existing river at the Lily Brook bridge.

    The bridge also needs further investigation including more in depth analysis of the base

    of the bridge which may lead to adaptation enabling a greater flow.

    Further Investigations

    The flow was measured during June and October and showed very similar flow rates without

    seasonal variation. It is possible that in the past the River Lily could drain the required

    amount of water from the wetland. Now that there is a higher water level it is causing a

    consistent maximum flow in the River Lily which may not now be able to cope with the

    additional load. The constant river flow suggests evidence to support this theory. Periodic

    measurements of water level and flow need taking throughout the year to monitor the

    situation systematically to increase the reliability of the modelling of the water balance. This

    would also be useful to see how effective particular solutions were as they are being tried.

    In summary my investigations found a complex situation with many factors influencing the

    water balance. Addressing one may improve the situation but it is likely that an integrated

    response would have more chance of positive results.

    Comments from my tutor and Peak Associates after reading my draft dissertation suggested

    two main options:

    Accept the flooding will continue and adopt a plan of managed retreat from the land

    at risk,

    Campaign for an integrated approach to management of the moor that involves a

    sustainable improvement in drainage.

    Kate Berry, Lancaster University 2011