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During rainfall, a saturated zone forms quickly at the soil surface as rainfall causes surface ponding.  The wetting front advances downward into the soil as infiltration continues, causing an increase in the moisture content as a function of depth ([[Determining soil infiltration rates#References|Hillel, 1982]]).  A transmission zone between the saturated zone and the wetting front conveys water deeper into the soil profile.  Infiltration testing is meant to mimic these natural processes and informs the design of stormwater infiltration practices.  During an infiltration test, infiltration rate decreases over time as the soil becomes saturated.  Infiltration rate tends to asymptotically approach the saturated hydraulic conductivity (the maximum water transmission rate of the soil) after long periods of infiltration, though entrapped air in the soil never results in perfectly saturated flow in the vadose zone.  Since infiltration rate varies both spatially and temporally as a result of being dependent on multiple soil properties, such as texture, compaction, and presence of vegetation, it is useful to have a large number of samples to estimate the mean value for design of an infiltration practice ([[Determining soil infiltration rates#References|Warrick and Nielson]], 1980; [[Determining soil infiltration rates#References|Chowdary et al., 2006]]).
  
During rainfall, a saturated zone forms quickly at the soil surface as rainfall causes surface ponding.  The wetting front advances downward into the soil as infiltration continues, causing an increase in the moisture content as a function of depth (Hillel, 1982).  A transmission zone between the saturated zone and the wetting front conveys water deeper into the soil profile.  Infiltration testing is meant to mimic these natural processes and informs the design of stormwater infiltration practices.  During an infiltration test, infiltration rate decreases over time as the soil becomes saturated.  Infiltration rate tends to asymptotically approach the saturated hydraulic conductivity (the maximum water transmission rate of the soil) after long periods of infiltration, though entrapped air in the soil never results in perfectly saturated flow in the vadose zone.  Since infiltration rate varies both spatially and temporally as a result of being dependent on multiple soil properties, such as texture, compaction, and presence of vegetation, it is useful to have a large number of samples to estimate the mean value for design of an infiltration practice (Warrick and Nielson 1980; Chowdary et al. 2006).
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There are consequences for both overestimation and underestimation of infiltration rate beneath a stormwater control measure (SCM).  If infiltration rate is overestimated during the infiltration test, system performance suffers once the SCM is constructed.  Volume reduction, mitigation of peak flow rate, and groundwater recharge will all be overestimated during the design phase, resulting in a lack of hydrologic function and pollutant mitigation.  Consequences of underestimation of infiltration rate are typically observed in increased construction costs due to the addition of underdrains, deeper bioretention media depths, and reduced ability to utilize internal water storage (submerged) zones as part of the design ([[Determining soil infiltration rates#References|Brown et al., 2011]]).  Internal water storage is typically not recommended in HSG D soils or soils with infiltration rates less than 0.05 inches per hour.
There are consequences for both overestimation and underestimation of infiltration rate beneath a stormwater control measure (SCM).  If infiltration rate is overestimated during the infiltration test, system performance suffers once the SCM is constructed.  Volume reduction, mitigation of peak flow rate, and groundwater recharge will all be overestimated during the design phase, resulting in a lack of hydrologic function and pollutant mitigation.  Consequences of underestimation of infiltration rate are typically observed in increased construction costs due to the addition of underdrains, deeper bioretention media depths, and reduced ability to utilize internal water storage (submerged) zones as part of the design (Brown et al. 2011).  Internal water storage is typically not recommended in HSG D soils or soils with infiltration rates less than 0.05 inches per hour.
 
  
 
==Infiltration rate measurement case studies==
 
==Infiltration rate measurement case studies==
Asleson (2007) summarizes pros and cons of five types of infiltration measurement devices (mini-disk infiltrometer, tension infiltrometer, Guelph permeameter, modified Phillip-Dunne permeameter, and double-ring infiltrometer).  In one rain garden, Asleson (2007) estimated an infiltration rate of 0.72 in/hr from 40 mini-disk measurements. Flood test had an average Ksat nearly four times higher, at 2.71 in/hr.  Phillip-Dunne and double-ring infiltrometer measurements were near 1 in/hr, suggesting that flood tests of completed bioretention/infiltration devices may be the best method for determining functionality.  It appears that current methods of soil infiltration measurements under-predict true media infiltration rate.
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[[Determining soil infiltration rates#References|Asleson]], (2007) summarizes pros and cons of five types of infiltration measurement devices (mini-disk infiltrometer, tension infiltrometer, Guelph permeameter, modified Phillip-Dunne permeameter, and double-ring infiltrometer).  In one rain garden, Asleson (2007) estimated an infiltration rate of 0.72 in/hr from 40 mini-disk measurements. Flood test had an average Ksat nearly four times higher, at 2.71 in/hr.  Phillip-Dunne and double-ring infiltrometer measurements were near 1 in/hr, suggesting that flood tests of completed bioretention/infiltration devices may be the best method for determining functionality.  It appears that current methods of soil infiltration measurements under-predict true media infiltration rate.
Ahmed et al. (2012) attempted to determine a relatively rapid, low cost, low effort approach for determining soil infiltration rate.  They performed infiltration measurements on six rain gardens, three turf areas, three swales, an infiltration basin, and proposed rain garden/infiltration areas.  They used the Modified Phillip-Dunne infiltrometer to make these measurements.  Measurements had large variability (coefficients of variance greater than unity) for all SCM types.  Turf had much lower Ksat values than all other SCMs due to soil compaction.  The authors contend that due to the high coefficient of variation, 10 to 20 infiltration measurements are needed within a proposed SCM’s footprint to capture the high spatial variability and obtain a median value that will represent the performance of the SCM once it is constructed.
 
Gulliver and Anderson (2008) provided very detailed descriptions of infiltration measurement device, including: single and double-ring infiltrometers, Guelph permeameters, tension infiltrometers, and Phillip-Dunne Permeameters.  In-depth details for how to measure infiltration rates with each device are given, as well as the theory behind the measurements.  Equations for calculating infiltration rates based on field measurements with each device are also provided.  The authors contest that the most accurate measurement of infiltration rate is post-installation flood testing.
 
  
Dorsey (2012) presents an overview of infiltration and the theory behind infiltration into a soil (Darcy’s Law, Green-Ampt Equation, etc)He discusses various non-field estimation methods, including the county soil survey, soil data mart, and soil water characteristic calculatorHe then looks at two field methods for infiltration rate measurement – the bore-hole percolation test and double-ring infiltrometer.  For bioretention cells, Dorsey recommends one test per 1500 square feet of infiltrative surface with a minimum of four tests per SCM.  All infiltration tests should be completed at the proposed bottom elevation (i.e. location where drainage rock meets the in-situ soil) of the bioretention cell.
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[[Determining soil infiltration rates#References|Ahmed et al.]] (2012) attempted to determine a relatively rapid, low cost, low effort approach for determining soil infiltration rateThey performed infiltration measurements on six rain gardens, three turf areas, three swales, an infiltration basin, and proposed rain garden/infiltration areasThey used the Modified Phillip-Dunne infiltrometer to make these measurementsMeasurements had large variability (coefficients of variance greater than unity) for all SCM typesTurf had much lower Ksat values than all other SCMs due to soil compaction.  The authors contend that due to the high coefficient of variation, 10 to 20 infiltration measurements are needed within a proposed SCM’s footprint to capture the high spatial variability and obtain a median value that will represent the performance of the SCM once it is constructed.
  
Wenck Associates (2008) completed infiltration rate measurements at five infiltration basins with the Coon Creek Watershed District (Minnesota).  The authors used both flood tests of the basins and modified Phillip-Dunne permeameter tests to determine infiltration rates for each basin.  At two of three sites with data reported, the modified Phillip-Dunne test under-predicted the infiltration rate of the flood test by as much as a factor of sixteen.  At the other site, the modified Phillip-Dunne test resulted in an infiltration rate 1.6 inches per hour higher than that from the flood testThis suggests that methodologies for soil infiltration rate measurement need to be refined, and we recommend that this be an area that is focused on for future research.
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[[Determining soil infiltration rates#References|Gulliver and Anderson]] (2008) provided very detailed descriptions of infiltration measurement device, including: single and double-ring infiltrometers, Guelph permeameters, tension infiltrometers, and Phillip-Dunne Permeameters.  In-depth details for how to measure infiltration rates with each device are given, as well as the theory behind the measurementsEquations for calculating infiltration rates based on field measurements with each device are also provided.  The authors contest that the most accurate measurement of infiltration rate is post-installation flood testing.
Phillips and Kitsch (2011) compare in-situ methods of infiltration rate measurement at three sites in southern California.  Their data set includes those from the pilot infiltration test (common test in Washington state, PIT), double-ring infiltrometer, borehole tests, and hydraulic conductivity estimates (from grain size distributions and cone penetrometer field measurements).  The PIT test involved digging a large hole (10 ft by 15 ft bottom dimensions) to the proposed infiltrative surface (bottom of infiltration basin or top of in-situ soil for bioretention cell).  Water is then ponded to 2-4 feet rapidly, and maintained at a constant head for a minimum of 24 hours.  The water flow rate necessary to maintain this constant water level is recorded as the infiltration rate of the soil.  The authors contend that the PIT test is the most rigorous known method of infiltration measurement, and that it provides the most accurate pre-construction estimation of infiltration rate.  However, measurements made using the PIT test are laborious, costly, and time-consuming.  
 
  
==Types of infiltration measurement devices==Various devices are available for measurement of infiltration within a proposed SCM, including the single ring infiltrometer, double ring infiltrometer, Philip-Dunne permeameter, Guelph permeameter, and tension infiltrometer.  Some infiltration measurement devices also require soil moisture to be measured, which may be measured using methods in Klute (1986).  A detailed description of each technique for infiltration rate measurement, including methods and required post-processing, may be found in Gulliver et al. (2010).  Methods typically use either a constant or falling head of water above the infiltrative surface (Table 1).  Measurements of infiltrated volume as a function of time are made, with design infiltration rate or intake rate taken as the infiltration rate once the measurement has approached a horizontal asymptote (see Figure 1).
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[[Determining soil infiltration rates#References|Dorsey]] (2012) presents an overview of infiltration and the theory behind infiltration into a soil (Darcy’s Law, Green-Ampt Equation, etc).  He discusses various non-field estimation methods, including the county soil survey, soil data mart, and soil water characteristic calculator.  He then looks at two field methods for infiltration rate measurement – the bore-hole percolation test and double-ring infiltrometer.  For bioretention cells, Dorsey recommends one test per 1500 square feet of infiltrative surface with a minimum of four tests per SCM.  All infiltration tests should be completed at the proposed bottom elevation (i.e. location where drainage rock meets the in-situ soil) of the bioretention cell.
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[[Determining soil infiltration rates#References|Wenck Associates]] (2008) completed infiltration rate measurements at five infiltration basins with the Coon Creek Watershed District (Minnesota).  The authors used both flood tests of the basins and modified Phillip-Dunne permeameter tests to determine infiltration rates for each basin.  At two of three sites with data reported, the modified Phillip-Dunne test under-predicted the infiltration rate of the flood test by as much as a factor of sixteen.  At the other site, the modified Phillip-Dunne test resulted in an infiltration rate 1.6 inches per hour higher than that from the flood test.  This suggests that methodologies for soil infiltration rate measurement need to be refined, and we recommend that this be an area that is focused on for future research.
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[[Determining soil infiltration rates#References|Phillips and Kitsch]] (2011) compare in-situ methods of infiltration rate measurement at three sites in southern California.  Their data set includes those from the pilot infiltration test (common test in Washington state, PIT), double-ring infiltrometer, borehole tests, and hydraulic conductivity estimates (from grain size distributions and cone penetrometer field measurements).  The PIT test involved digging a large hole (10 ft by 15 ft bottom dimensions) to the proposed infiltrative surface (bottom of infiltration basin or top of in-situ soil for bioretention cell).  Water is then ponded to 2-4 feet rapidly, and maintained at a constant head for a minimum of 24 hours.  The water flow rate necessary to maintain this constant water level is recorded as the infiltration rate of the soil.  The authors contend that the PIT test is the most rigorous known method of infiltration measurement, and that it provides the most accurate pre-construction estimation of infiltration rate.  However, measurements made using the PIT test are laborious, costly, and time-consuming. 
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==Types of infiltration measurement devices==
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Various devices are available for measurement of infiltration within a proposed SCM, including the single ring infiltrometer, double ring infiltrometer, Philip-Dunne permeameter, Guelph permeameter, and tension infiltrometer.  Some infiltration measurement devices also require soil moisture to be measured, which may be measured using methods in Klute (1986).  A detailed description of each technique for infiltration rate measurement, including methods and required post-processing, may be found in [[Determining soil infiltration rates#References|Gulliver et al.]] (2010).  Methods typically use either a constant or falling head of water above the infiltrative surface.  Measurements of infiltrated volume as a function of time are made, with design infiltration rate or intake rate taken as the infiltration rate once the measurement has approached a horizontal asymptote.
  
 
==Soil infiltration rate measurement techniques==
 
==Soil infiltration rate measurement techniques==
 
Because of the potential for 3-dimensional flow in a bore hole percolation test (wherein water is flooded into a bore hole and flow rate measured), this method should not be used when designing a stormwater infiltration device.  A method which mirrors the one-dimensional exfiltration from a bioretention cell or infiltration device is desired.
 
Because of the potential for 3-dimensional flow in a bore hole percolation test (wherein water is flooded into a bore hole and flow rate measured), this method should not be used when designing a stormwater infiltration device.  A method which mirrors the one-dimensional exfiltration from a bioretention cell or infiltration device is desired.
Typically, these measurements are made with an infiltrometer – a circular device which allows water to be ponded on the soil surface.  Measurements may be taken as a function of time to determine the design infiltration rate of the soil.  For instance, ASTM D3385 (2003) describes field measurement of infiltration rate using the double ring infiltrometer method.  The primary reason for the secondary, outer ring is to reduce edge effects and produce one-dimensional, vertical flow in the inner ring, where measurements of depth as a function of time are made.  Some researchers have observed that field, laboratory, and numerical modeling tests have shown a large diameter, single ring infiltrometer provides measurements that are of similar accuracy to the double ring test (Bouwer, 1986; Reynolds et al. 2002).  Another study showed that measurements of infiltration rate with single ring  infiltrometers were slightly higher than those of a double ring infiltrometer, but the measurements were not significantly different (Walsh and McDonnell, 2012).  Single ring cylinders should be as large in diameter as possible to obtain accurate results, with diameter of 3 feet or more preferable (Bouwer, 1986).  Tests should be run until a constant intake rate (in/hr) into the soil is achieved.  However, no ASTM standard is available for single ring infiltrometer measurements.
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Typically, these measurements are made with an infiltrometer – a circular device which allows water to be ponded on the soil surface.  Measurements may be taken as a function of time to determine the design infiltration rate of the soil.  For instance, [[Determining soil infiltration rates#References|ASTM D3385]] (2003) describes field measurement of infiltration rate using the double ring infiltrometer method.  The primary reason for the secondary, outer ring is to reduce edge effects and produce one-dimensional, vertical flow in the inner ring, where measurements of depth as a function of time are made.  Some researchers have observed that field, laboratory, and numerical modeling tests have shown a large diameter, single ring infiltrometer provides measurements that are of similar accuracy to the double ring test ([[Determining soil infiltration rates#References|Bouwer]], 1986; [[Determining soil infiltration rates#References|Reynolds et al.,]] 2002).  Another study showed that measurements of infiltration rate with single ring  infiltrometers were slightly higher than those of a double ring infiltrometer, but the measurements were not significantly different ([[Determining soil infiltration rates#References|Walsh and McDonnell]], 2012).  Single ring cylinders should be as large in diameter as possible to obtain accurate results, with diameter of 3 feet or more preferable ([[Determining soil infiltration rates#References|Bouwer]], 1986).  Tests should be run until a constant intake rate (inches per hour) into the soil is achieved.  However, no ASTM standard is available for single ring infiltrometer measurements.
 
   
 
   
Another method for estimating the soil infiltration rate is the Modified Phillip-Dunne Permeameter, which was developed by the University of Minnesota.  It makes use of a falling head test within a single metal cylinder pounded 2 inches into the soil to determine infiltration rate.  An initialsoil moisture content measurement must be made, and then the cylinder is filled with water.  As the permeameter drains, measurements of stage and time are taken.  Then, a final measurement of soil moisture content is aggregated into a post-processing spreadsheet, where saturated hydraulic conductivity is calculated.
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Another method for estimating the soil infiltration rate is the Modified Phillip-Dunne Permeameter, which was developed by the University of Minnesota.  It makes use of a falling head test within a single metal cylinder pounded 2 inches into the soil to determine infiltration rate.  An initial soil moisture content measurement must be made, and then the cylinder is filled with water.  As the permeameter drains, measurements of stage and time are taken.  Then, a final measurement of soil moisture content is aggregated into a post-processing spreadsheet, where saturated hydraulic conductivity is calculated.
  
 
==Soil property determination for infiltration SCM design==
 
==Soil property determination for infiltration SCM design==
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All soil analysis and infiltration testing must be completed within the proposed boundary of the SCM. Soil borings for building structural analysis will not be acceptable.
 
All soil analysis and infiltration testing must be completed within the proposed boundary of the SCM. Soil borings for building structural analysis will not be acceptable.
  
In all design scenarios, a minimum of one soil boring (two are recommended) shall be completed to a depth 3 feet below the bottom of the proposed bioretention SCM (Dakota County Soil and Water Conservation District, 2012) per ASTM D1586 (ASTM, 2011).  For bioretention SCMs with surface area between 1000 and 5000 ft2, two borings shall be made.  Between 5000 and 10000 ft2, three borings are needed, and for systems with greater than 10000 ft2 in surface area, 4 or more borings are needed.  For each additional 2500 ft2 beyond 12,500 ft2, an additional soil boring should be made (Table2).  Soil borings must be undertaken during the design phase (i.e. prior to the commencement of construction) to determine how extensive the soil testing will be during construction.  Borings should be completed using continuous split spoon sampling, with blow counts being recorded to determine the level of compaction of the soil.  Soil borings are needed to understand soil types, seasonally high groundwater table elevation, depth to karst, and bedrock elevations.  Soil profiles should be recorded for each layer encountered in the boring, including information on soil texture, Munsell soil color,redoximorphic features, soil structure, occurrence and abundance of roots, and occurrence of saturated soils or lenses.
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In all design scenarios, a minimum of one soil boring (two are recommended) shall be completed to a depth 3 feet below the bottom of the proposed bioretention SCM ([[Determining soil infiltration rates#References|Dakota County Soil and Water Conservation District]], 2012) per ASTM D1586 (ASTM, 2011).  For bioretention SCMs with surface area between 1000 and 5000 square feet, two borings shall be made.  Between 5000 and 10000 square feet, three borings are needed, and for systems with greater than 10000 square feet in surface area, 4 or more borings are needed.  For each additional 2500 square feet beyond 12,500 square feet, an additional soil boring should be made.  Soil borings must be undertaken during the design phase (i.e. prior to the commencement of construction) to determine how extensive the soil testing will be during construction.  Borings should be completed using continuous split spoon sampling, with blow counts being recorded to determine the level of compaction of the soil.  Soil borings are needed to understand soil types, seasonally high groundwater table elevation, depth to karst, and bedrock elevations.  Soil profiles should be recorded for each layer encountered in the boring, including information on soil texture, Munsell soil color,redoximorphic features, soil structure, occurrence and abundance of roots, and occurrence of saturated soils or lenses.
 
   
 
   
For design purposes, there are two ways of determining the soil infiltration rate.  The first, and preferred method, is to field-test the soil infiltration rate using appropriate methods described below.  The other method uses the typical infiltration rate of the most restrictive underlying soil (determined during soil borings) as stated in the MN Stormwater Manual (Table 3 herein).
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For design purposes, there are two ways of determining the soil infiltration rate.  The first, and preferred method, is to field-test the soil infiltration rate using appropriate methods described below.  The other method uses the [[Design infiltration rates|typical infiltration rate]] of the most restrictive underlying soil (determined during soil borings).
  
 
If infiltration rate measurements are made, a minimum of one infiltration test in a soil pit must be completed at the elevation from which exfiltration would occur (i.e. interface of gravel drainage layer and in situ soil). When the SCM surface area is between 1000 and 5000 square feet, two soil pit measurements are needed.  Between 5000 and 10000 square feet of surface area, a total of three soil pit infiltration measurements should be made.  Each additional 5000 square feet of surface area triggers an additional soil pit.  The median measured infiltration rate should be utilized for design.  Soil pits should be dug during the design phase and should be a minimum of two feet in diameter for measurement of infiltration rate.  Infiltration testing in the soil pit can be completed with a double-ring infiltrometer or by filling the pit with water and measuring stage vs. time.  If the infiltration rate in the first pit is greater than 2 inches per hour, no additional pits shall be needed.
 
If infiltration rate measurements are made, a minimum of one infiltration test in a soil pit must be completed at the elevation from which exfiltration would occur (i.e. interface of gravel drainage layer and in situ soil). When the SCM surface area is between 1000 and 5000 square feet, two soil pit measurements are needed.  Between 5000 and 10000 square feet of surface area, a total of three soil pit infiltration measurements should be made.  Each additional 5000 square feet of surface area triggers an additional soil pit.  The median measured infiltration rate should be utilized for design.  Soil pits should be dug during the design phase and should be a minimum of two feet in diameter for measurement of infiltration rate.  Infiltration testing in the soil pit can be completed with a double-ring infiltrometer or by filling the pit with water and measuring stage vs. time.  If the infiltration rate in the first pit is greater than 2 inches per hour, no additional pits shall be needed.
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Alternatively, a Modified Philip-Dunne permeameter can be used to field test infiltration rate. Guidance for the number of permeameter tests required based on bioretention surface area is given in Table 2.  Modified Philip-Dunne permeameter tests may be made in conjunction with soil borings or may be completed using a handheld soil auger.  Borings should be lined with a plastic sleeve to prevent infiltration from the sides of the borehole (i.e. restrict flow to vertical infiltration).  Soil borings should be filled with water.  The time for the borehole to drain should be recorded and divided by the initial ponding depth in the borehole to provide an infiltration rate measurement.  The design infiltration rate should be the lower of the median soil pit infiltration rate or the median borehole method infiltration rate.
 
Alternatively, a Modified Philip-Dunne permeameter can be used to field test infiltration rate. Guidance for the number of permeameter tests required based on bioretention surface area is given in Table 2.  Modified Philip-Dunne permeameter tests may be made in conjunction with soil borings or may be completed using a handheld soil auger.  Borings should be lined with a plastic sleeve to prevent infiltration from the sides of the borehole (i.e. restrict flow to vertical infiltration).  Soil borings should be filled with water.  The time for the borehole to drain should be recorded and divided by the initial ponding depth in the borehole to provide an infiltration rate measurement.  The design infiltration rate should be the lower of the median soil pit infiltration rate or the median borehole method infiltration rate.
  
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==Test for bioretention cell acceptance==
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Post-construction, it is important to field-test the drawdown rate of the bioretention cell to determine whether it is functioning as intended ([[Determining soil infiltration rates#References|Wenck Associates]], 2008).  This is the most accurate method to determine if a bioretention cell is correctly functioning, since it accounts for spatial variability in infiltration rates.  Post-construction, bioretention cells and infiltration devices should be flooded with water and the time for complete drawdown to occur (i.e. no standing water in the bowl) should be recorded.  An electronic stage recorder, a staff gage and wildlife camera, or a pulley float stage recorder may be used to measure drawdown.  By taking the quotient of initial water depth to drawdown time, an estimation of drawdown rate can be obtained.  The device may be either flooded with water from a fire hydrant or other source, or a natural rainfall event which fills the bowl entirely may also be utilized for this purpose.  Media drawdown rates should fall between 1 inch per hour and 8 inches per hour immediately after construction to meet acceptance criteria.
  
==Test for bioretention cell acceptance==
 
Post-construction, it is important to field-test the drawdown rate of the bioretention cell to determine whether it is functioning as intended (Wenck Associates, 2008).  This is the most accurate method to determine if a bioretention cell is correctly functioning, since it accounts for spatial variability in infiltration rates.  Post-construction, bioretention cells and infiltration devices should be flooded with water and the time for complete drawdown to occur (i.e. no standing water in the bowl) should be recorded.  An electronic stage recorder, a staff gage and wildlife camera, or a pulley float stage recorder may be used to measure drawdown.  By taking the quotient of initial water depth to drawdown time, an estimation of drawdown rate can be obtained.  The device may be either flooded with water from a fire hydrant or other source, or a natural rainfall event which fills the bowl entirely may also be utilized for this purpose.  Media drawdown rates should fall between 1 in/hr and 8 in/hr immediately after construction to meet acceptance criteria.
 
 
==References==
 
==References==
*American Society for Testing and Materials (ASTM) D1586. (2011). Standard test method for standardpenetration test (SPT) and split-barrel sampling of soils. Annual book of ASTM standards, vol. 4.02. ASTM International.
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*American Society for Testing and Materials (ASTM) D1586. (2011). Standard test method for standard penetration test (SPT) and split-barrel sampling of soils. Annual book of ASTM standards, vol. 4.02. ASTM International.
*ASTM D3385. (2003). Standard test method for infiltration rate of soils in field using double-ringinfiltrometer. Annual book of ASTM standards, vol. 4.02. ASTM International.
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*ASTM D3385. (2003). Standard test method for infiltration rate of soils in field using double-ring infiltrometer. Annual book of ASTM standards, vol. 4.02. ASTM International.
*Asleson, B. (2007). Assessment of the Performance of Stormwater Best Management Practices (BMPs).Powerpoint presentation. http://stormwater.safl.umn.edu/sites/stormwater.safl.umn.edu/files/101106asleson.pdf
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*Asleson, B. (2007). [http://stormwater.safl.umn.edu/sites/stormwater.safl.umn.edu/files/101106asleson.pdf Assessment of the Performance of Stormwater Best Management Practices (BMPs)]. Powerpoint presentation.
*Bouwer, H. (1986). Intake Rate: Cylinder Infiltrometer. In: Methods of Soil Analysis, Part 1: Physical and Mineralogical Methods, Klute, A. (Ed.). SSSA, Wisconsin, ISBN-10: 0891188118, pp: 825-844.
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*Bouwer, H. (1986). ''Intake Rate: Cylinder Infiltrometer''. In: Methods of Soil Analysis, Part 1: Physical and Mineralogical Methods, Klute, A. (Ed.). SSSA, Wisconsin, ISBN-10: 0891188118, pp: 825-844.
*Brown, R.A., Hunt, W.F., and Skaggs, R.W. (2011). Long-term modeling of bioretention hydrology with DRAINMOD. Final Report for Water Resources Research Institute of the University of North Carolina. Project #70255.
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*Brown, R.A., Hunt, W.F., and Skaggs, R.W. (2011). ''Long-term modeling of bioretention hydrology with DRAINMOD''. Final Report for Water Resources Research Institute of the University of North Carolina. Project #70255.
*Chowdary, V.M., Rao, M.D., and Jaiswal, C.S. (2006). “Study of infiltration process under different experimental conditions.Agricultural Water Management. 83, 69-78.
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*Chowdary, V.M., Rao, M.D., and Jaiswal, C.S. (2006). ''Study of infiltration process under different experimental conditions.'' Agricultural Water Management. 83, 69-78.
*Dakota County Soil and Water Conservation District. (2012). Low Impact Development Standards for Dakota County, Minnesota. http://www.dakotacountyswcd.org /pdfs/Dakota%20LID%20Standards%20Revised%2002-09-12.pdf
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*Dakota County Soil and Water Conservation District. (2012). [http://www.dakotacountyswcd.org/pdfs/Dakota%20LID%20Standards%20Revised%2002-09-12.pdf Low Impact Development Standards for Dakota County, Minnesota].
*Gulliver, J.S., A.J. Erickson, and P.T. Weiss (editors). (2010). "Stormwater Treatment: Assessment and Maintenance." University of Minnesota, St. Anthony Falls Laboratory. Minneapolis, MN. http://stormwaterbook.safl.umn.edu/
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*Gulliver, J.S., A.J. Erickson, and P.T. Weiss (editors). (2010). ''Stormwater Treatment: Assessment and Maintenance.'' University of Minnesota, [http://stormwaterbook.safl.umn.edu/ St. Anthony Falls Laboratory]. Minneapolis, MN.
*Hillel, D. (1982). Introduction to soil physics. Academic Press, San Diego, CA.
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*Hillel, D. (1982). ''Introduction to soil physics''. Academic Press, San Diego, CA.
*Klute, A. (1986). Methods of Soil Analysis: Part 1, Physical and Mineralogical Methods.  Soil Science Society of America and American Society of Agronomy. Madison, WI.
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*Klute, A. (1986). ''Methods of Soil Analysis: Part 1, Physical and Mineralogical Methods''.  Soil Science Society of America and American Society of Agronomy. Madison, WI.
*Reynolds, W.D., D.E. Elrick, E.G. Youngs, A. Amoozegar, H.W.G. Booltink, and J. Bouma. (2002). Saturated and fi eld-saturated water fl ow parameters.  In J.H. Dane and G.C. Topp (ed.) Methodsof soil analysis. Part 4. Physical methods. SSSA Book Ser. 5. SSSA, Madison, WI.  . p. 797–878.
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*Reynolds, W.D., D.E. Elrick, E.G. Youngs, A. Amoozegar, H.W.G. Booltink, and J. Bouma. (2002). ''Saturated and fi eld-saturated water flow parameters''.  In J.H. Dane and G.C. Topp (ed.) Methodsof soil analysis. Part 4. Physical methods. SSSA Book Ser. 5. SSSA, Madison, WI.  . p. 797–878.
 
*Walsh, E., and McDonnell, K.P. (2012). “The influence of measurement methodology on soil infiltrationrate.” International Journal of Soil Science. 7(4), 168-176.
 
*Walsh, E., and McDonnell, K.P. (2012). “The influence of measurement methodology on soil infiltrationrate.” International Journal of Soil Science. 7(4), 168-176.
*Warrick, A.W., and D. R. Nielsen. (1980). Spatial variability of soil physical properties in the field. In: Applications of Soil Physics. D. Hillel (ed.). Academic Press, New York, pp. 319-344.
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*Warrick, A.W., and D. R. Nielsen. (1980). ''Spatial variability of soil physical properties in the field''. In: Applications of Soil Physics. D. Hillel (ed.). Academic Press, New York, pp. 319-344.
 
*Wenck Associates, Inc. (2008). “Infiltration basin test results.” Prepared for: Coon Creek WatershedDistrict.
 
*Wenck Associates, Inc. (2008). “Infiltration basin test results.” Prepared for: Coon Creek WatershedDistrict.

Revision as of 17:28, 13 February 2014

During rainfall, a saturated zone forms quickly at the soil surface as rainfall causes surface ponding. The wetting front advances downward into the soil as infiltration continues, causing an increase in the moisture content as a function of depth (Hillel, 1982). A transmission zone between the saturated zone and the wetting front conveys water deeper into the soil profile. Infiltration testing is meant to mimic these natural processes and informs the design of stormwater infiltration practices. During an infiltration test, infiltration rate decreases over time as the soil becomes saturated. Infiltration rate tends to asymptotically approach the saturated hydraulic conductivity (the maximum water transmission rate of the soil) after long periods of infiltration, though entrapped air in the soil never results in perfectly saturated flow in the vadose zone. Since infiltration rate varies both spatially and temporally as a result of being dependent on multiple soil properties, such as texture, compaction, and presence of vegetation, it is useful to have a large number of samples to estimate the mean value for design of an infiltration practice (Warrick and Nielson, 1980; Chowdary et al., 2006).

There are consequences for both overestimation and underestimation of infiltration rate beneath a stormwater control measure (SCM). If infiltration rate is overestimated during the infiltration test, system performance suffers once the SCM is constructed. Volume reduction, mitigation of peak flow rate, and groundwater recharge will all be overestimated during the design phase, resulting in a lack of hydrologic function and pollutant mitigation. Consequences of underestimation of infiltration rate are typically observed in increased construction costs due to the addition of underdrains, deeper bioretention media depths, and reduced ability to utilize internal water storage (submerged) zones as part of the design (Brown et al., 2011). Internal water storage is typically not recommended in HSG D soils or soils with infiltration rates less than 0.05 inches per hour.

Infiltration rate measurement case studies

Asleson, (2007) summarizes pros and cons of five types of infiltration measurement devices (mini-disk infiltrometer, tension infiltrometer, Guelph permeameter, modified Phillip-Dunne permeameter, and double-ring infiltrometer). In one rain garden, Asleson (2007) estimated an infiltration rate of 0.72 in/hr from 40 mini-disk measurements. Flood test had an average Ksat nearly four times higher, at 2.71 in/hr. Phillip-Dunne and double-ring infiltrometer measurements were near 1 in/hr, suggesting that flood tests of completed bioretention/infiltration devices may be the best method for determining functionality. It appears that current methods of soil infiltration measurements under-predict true media infiltration rate.

Ahmed et al. (2012) attempted to determine a relatively rapid, low cost, low effort approach for determining soil infiltration rate. They performed infiltration measurements on six rain gardens, three turf areas, three swales, an infiltration basin, and proposed rain garden/infiltration areas. They used the Modified Phillip-Dunne infiltrometer to make these measurements. Measurements had large variability (coefficients of variance greater than unity) for all SCM types. Turf had much lower Ksat values than all other SCMs due to soil compaction. The authors contend that due to the high coefficient of variation, 10 to 20 infiltration measurements are needed within a proposed SCM’s footprint to capture the high spatial variability and obtain a median value that will represent the performance of the SCM once it is constructed.

Gulliver and Anderson (2008) provided very detailed descriptions of infiltration measurement device, including: single and double-ring infiltrometers, Guelph permeameters, tension infiltrometers, and Phillip-Dunne Permeameters. In-depth details for how to measure infiltration rates with each device are given, as well as the theory behind the measurements. Equations for calculating infiltration rates based on field measurements with each device are also provided. The authors contest that the most accurate measurement of infiltration rate is post-installation flood testing.

Dorsey (2012) presents an overview of infiltration and the theory behind infiltration into a soil (Darcy’s Law, Green-Ampt Equation, etc). He discusses various non-field estimation methods, including the county soil survey, soil data mart, and soil water characteristic calculator. He then looks at two field methods for infiltration rate measurement – the bore-hole percolation test and double-ring infiltrometer. For bioretention cells, Dorsey recommends one test per 1500 square feet of infiltrative surface with a minimum of four tests per SCM. All infiltration tests should be completed at the proposed bottom elevation (i.e. location where drainage rock meets the in-situ soil) of the bioretention cell.

Wenck Associates (2008) completed infiltration rate measurements at five infiltration basins with the Coon Creek Watershed District (Minnesota). The authors used both flood tests of the basins and modified Phillip-Dunne permeameter tests to determine infiltration rates for each basin. At two of three sites with data reported, the modified Phillip-Dunne test under-predicted the infiltration rate of the flood test by as much as a factor of sixteen. At the other site, the modified Phillip-Dunne test resulted in an infiltration rate 1.6 inches per hour higher than that from the flood test. This suggests that methodologies for soil infiltration rate measurement need to be refined, and we recommend that this be an area that is focused on for future research.

Phillips and Kitsch (2011) compare in-situ methods of infiltration rate measurement at three sites in southern California. Their data set includes those from the pilot infiltration test (common test in Washington state, PIT), double-ring infiltrometer, borehole tests, and hydraulic conductivity estimates (from grain size distributions and cone penetrometer field measurements). The PIT test involved digging a large hole (10 ft by 15 ft bottom dimensions) to the proposed infiltrative surface (bottom of infiltration basin or top of in-situ soil for bioretention cell). Water is then ponded to 2-4 feet rapidly, and maintained at a constant head for a minimum of 24 hours. The water flow rate necessary to maintain this constant water level is recorded as the infiltration rate of the soil. The authors contend that the PIT test is the most rigorous known method of infiltration measurement, and that it provides the most accurate pre-construction estimation of infiltration rate. However, measurements made using the PIT test are laborious, costly, and time-consuming.

Types of infiltration measurement devices

Various devices are available for measurement of infiltration within a proposed SCM, including the single ring infiltrometer, double ring infiltrometer, Philip-Dunne permeameter, Guelph permeameter, and tension infiltrometer. Some infiltration measurement devices also require soil moisture to be measured, which may be measured using methods in Klute (1986). A detailed description of each technique for infiltration rate measurement, including methods and required post-processing, may be found in Gulliver et al. (2010). Methods typically use either a constant or falling head of water above the infiltrative surface. Measurements of infiltrated volume as a function of time are made, with design infiltration rate or intake rate taken as the infiltration rate once the measurement has approached a horizontal asymptote.

Soil infiltration rate measurement techniques

Because of the potential for 3-dimensional flow in a bore hole percolation test (wherein water is flooded into a bore hole and flow rate measured), this method should not be used when designing a stormwater infiltration device. A method which mirrors the one-dimensional exfiltration from a bioretention cell or infiltration device is desired.

Typically, these measurements are made with an infiltrometer – a circular device which allows water to be ponded on the soil surface. Measurements may be taken as a function of time to determine the design infiltration rate of the soil. For instance, ASTM D3385 (2003) describes field measurement of infiltration rate using the double ring infiltrometer method. The primary reason for the secondary, outer ring is to reduce edge effects and produce one-dimensional, vertical flow in the inner ring, where measurements of depth as a function of time are made. Some researchers have observed that field, laboratory, and numerical modeling tests have shown a large diameter, single ring infiltrometer provides measurements that are of similar accuracy to the double ring test (Bouwer, 1986; Reynolds et al., 2002). Another study showed that measurements of infiltration rate with single ring infiltrometers were slightly higher than those of a double ring infiltrometer, but the measurements were not significantly different (Walsh and McDonnell, 2012). Single ring cylinders should be as large in diameter as possible to obtain accurate results, with diameter of 3 feet or more preferable (Bouwer, 1986). Tests should be run until a constant intake rate (inches per hour) into the soil is achieved. However, no ASTM standard is available for single ring infiltrometer measurements.

Another method for estimating the soil infiltration rate is the Modified Phillip-Dunne Permeameter, which was developed by the University of Minnesota. It makes use of a falling head test within a single metal cylinder pounded 2 inches into the soil to determine infiltration rate. An initial soil moisture content measurement must be made, and then the cylinder is filled with water. As the permeameter drains, measurements of stage and time are taken. Then, a final measurement of soil moisture content is aggregated into a post-processing spreadsheet, where saturated hydraulic conductivity is calculated.

Soil property determination for infiltration SCM design

Designers should evaluate soil properties during preliminary site layout with the intent of installing bioretention or bioinfiltration practices on soils with the highest infiltration rates (HSG A and B). Preliminary planning for the location of an infiltration device may be completed using a county soil survey or the NRCS Web Soil Survey (http://websoilsurvey.nrcs.usda.gov/app/HomePage.htm). These publications provide HSG information for soils across Minnesota. To ensure long-term performance, however, field soil measurements are desired to provide site-specific data.

All soil analysis and infiltration testing must be completed within the proposed boundary of the SCM. Soil borings for building structural analysis will not be acceptable.

In all design scenarios, a minimum of one soil boring (two are recommended) shall be completed to a depth 3 feet below the bottom of the proposed bioretention SCM (Dakota County Soil and Water Conservation District, 2012) per ASTM D1586 (ASTM, 2011). For bioretention SCMs with surface area between 1000 and 5000 square feet, two borings shall be made. Between 5000 and 10000 square feet, three borings are needed, and for systems with greater than 10000 square feet in surface area, 4 or more borings are needed. For each additional 2500 square feet beyond 12,500 square feet, an additional soil boring should be made. Soil borings must be undertaken during the design phase (i.e. prior to the commencement of construction) to determine how extensive the soil testing will be during construction. Borings should be completed using continuous split spoon sampling, with blow counts being recorded to determine the level of compaction of the soil. Soil borings are needed to understand soil types, seasonally high groundwater table elevation, depth to karst, and bedrock elevations. Soil profiles should be recorded for each layer encountered in the boring, including information on soil texture, Munsell soil color,redoximorphic features, soil structure, occurrence and abundance of roots, and occurrence of saturated soils or lenses.

For design purposes, there are two ways of determining the soil infiltration rate. The first, and preferred method, is to field-test the soil infiltration rate using appropriate methods described below. The other method uses the typical infiltration rate of the most restrictive underlying soil (determined during soil borings).

If infiltration rate measurements are made, a minimum of one infiltration test in a soil pit must be completed at the elevation from which exfiltration would occur (i.e. interface of gravel drainage layer and in situ soil). When the SCM surface area is between 1000 and 5000 square feet, two soil pit measurements are needed. Between 5000 and 10000 square feet of surface area, a total of three soil pit infiltration measurements should be made. Each additional 5000 square feet of surface area triggers an additional soil pit. The median measured infiltration rate should be utilized for design. Soil pits should be dug during the design phase and should be a minimum of two feet in diameter for measurement of infiltration rate. Infiltration testing in the soil pit can be completed with a double-ring infiltrometer or by filling the pit with water and measuring stage vs. time. If the infiltration rate in the first pit is greater than 2 inches per hour, no additional pits shall be needed.

Alternatively, a Modified Philip-Dunne permeameter can be used to field test infiltration rate. Guidance for the number of permeameter tests required based on bioretention surface area is given in Table 2. Modified Philip-Dunne permeameter tests may be made in conjunction with soil borings or may be completed using a handheld soil auger. Borings should be lined with a plastic sleeve to prevent infiltration from the sides of the borehole (i.e. restrict flow to vertical infiltration). Soil borings should be filled with water. The time for the borehole to drain should be recorded and divided by the initial ponding depth in the borehole to provide an infiltration rate measurement. The design infiltration rate should be the lower of the median soil pit infiltration rate or the median borehole method infiltration rate.

Test for bioretention cell acceptance

Post-construction, it is important to field-test the drawdown rate of the bioretention cell to determine whether it is functioning as intended (Wenck Associates, 2008). This is the most accurate method to determine if a bioretention cell is correctly functioning, since it accounts for spatial variability in infiltration rates. Post-construction, bioretention cells and infiltration devices should be flooded with water and the time for complete drawdown to occur (i.e. no standing water in the bowl) should be recorded. An electronic stage recorder, a staff gage and wildlife camera, or a pulley float stage recorder may be used to measure drawdown. By taking the quotient of initial water depth to drawdown time, an estimation of drawdown rate can be obtained. The device may be either flooded with water from a fire hydrant or other source, or a natural rainfall event which fills the bowl entirely may also be utilized for this purpose. Media drawdown rates should fall between 1 inch per hour and 8 inches per hour immediately after construction to meet acceptance criteria.

References

  • American Society for Testing and Materials (ASTM) D1586. (2011). Standard test method for standard penetration test (SPT) and split-barrel sampling of soils. Annual book of ASTM standards, vol. 4.02. ASTM International.
  • ASTM D3385. (2003). Standard test method for infiltration rate of soils in field using double-ring infiltrometer. Annual book of ASTM standards, vol. 4.02. ASTM International.
  • Asleson, B. (2007). Assessment of the Performance of Stormwater Best Management Practices (BMPs). Powerpoint presentation.
  • Bouwer, H. (1986). Intake Rate: Cylinder Infiltrometer. In: Methods of Soil Analysis, Part 1: Physical and Mineralogical Methods, Klute, A. (Ed.). SSSA, Wisconsin, ISBN-10: 0891188118, pp: 825-844.
  • Brown, R.A., Hunt, W.F., and Skaggs, R.W. (2011). Long-term modeling of bioretention hydrology with DRAINMOD. Final Report for Water Resources Research Institute of the University of North Carolina. Project #70255.
  • Chowdary, V.M., Rao, M.D., and Jaiswal, C.S. (2006). Study of infiltration process under different experimental conditions. Agricultural Water Management. 83, 69-78.
  • Dakota County Soil and Water Conservation District. (2012). Low Impact Development Standards for Dakota County, Minnesota.
  • Gulliver, J.S., A.J. Erickson, and P.T. Weiss (editors). (2010). Stormwater Treatment: Assessment and Maintenance. University of Minnesota, St. Anthony Falls Laboratory. Minneapolis, MN.
  • Hillel, D. (1982). Introduction to soil physics. Academic Press, San Diego, CA.
  • Klute, A. (1986). Methods of Soil Analysis: Part 1, Physical and Mineralogical Methods. Soil Science Society of America and American Society of Agronomy. Madison, WI.
  • Reynolds, W.D., D.E. Elrick, E.G. Youngs, A. Amoozegar, H.W.G. Booltink, and J. Bouma. (2002). Saturated and fi eld-saturated water flow parameters. In J.H. Dane and G.C. Topp (ed.) Methodsof soil analysis. Part 4. Physical methods. SSSA Book Ser. 5. SSSA, Madison, WI. . p. 797–878.
  • Walsh, E., and McDonnell, K.P. (2012). “The influence of measurement methodology on soil infiltrationrate.” International Journal of Soil Science. 7(4), 168-176.
  • Warrick, A.W., and D. R. Nielsen. (1980). Spatial variability of soil physical properties in the field. In: Applications of Soil Physics. D. Hillel (ed.). Academic Press, New York, pp. 319-344.
  • Wenck Associates, Inc. (2008). “Infiltration basin test results.” Prepared for: Coon Creek WatershedDistrict.