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{{alert|The methods described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology.|alert-info}}
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{{alert|The methods described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology. [https://www.wrc.umn.edu/developing-street-sweeping-credit-stormwater-phosphorus-source-reduction See the U of M report].|alert-info}}
  
This page describes methods for sampling street sweeeping material and calculating statistical values (e.g. median, mean, confidence intervals) for sampled material. The methods described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology (see [[Acknowledgements for street sweeping credit method]]). Stormwater practitioners and permittees choosing to use the street sweeping credit to estimate pollutant reductions associated with street sweeping should apply the following sampling methods.
+
[[File:Decision tree.png|300px|thumb|alt=image of sweeping decision tree|<font size=3>Street sweeping decision tree and process of data collection for phosphorus credit with the Calculator.</font size>]]
  
==Subsampling Sweeper Load==
+
This page describes methods for sampling street sweeping material including determination of wet mass, dry mass, dry basis moisture content, and organic matter. The most accurate way to account for phosphorus reduction from street sweeping would be to measure phosphorus in the sweeping load directly. However that is both technically complicated and prohibitively expensive on the scale of municipal sweeping events. Therefore, alternative field and laboratory measurements may be conducted to approximate the phosphorus load captured by street sweeping.
The following subsampling should be done as soon as possible after the sweeper load has been collected and dumped, within 24 hours, and before any precipitation occurs.
 
  
'''Materials needed''':
+
The standard operating procedures (SOPs) described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology ([https://stormwater.pca.state.mn.us/index.php?title=Acknowledgements_for_street_sweeping see Acknowledgements for street sweeping credit method]). Stormwater practitioners and permittees choosing to use the street sweeping credit to estimate phosphorus load reductions from street sweeping should apply the following SOPs. Sweeping load sampling options are listed below, generally ordered by level of method complexity:
*Gallon-size Ziplock bag
+
 
*Permanent marker or label for bag
+
*Field methods
 +
**Curb miles swept
 +
**Wet mass
 +
*Laboratory methods
 +
**Dry mass
 +
**Organic matter
 +
 
 +
A [https://stormwater.pca.state.mn.us/index.php?title=Street_Sweeping_Phosphorus_Credit_Calculator Credit Calculator] was developed to allow practitioners a range of options for calculating phosphorus reductions from street sweeping. The bare minimum sweeping load measurements required for application of the Credit Calculator is curb miles swept, however the more measurements taken (e.g. wet mass and/or laboratory analyses), the more accurate the results will be. The Credit Calculator is conservative in nature; therefore, it is possible that additional laboratory measurements would result in greater estimates of phosphorus load removed.
 +
 
 +
A decision tree which maps out the actions and data collection activities to employ in using the phosphorus credit calculator are shown in the adjacent figure. Additional information on the credit calculator tool and how it is used may be found in the tool itself and [https://stormwater.pca.state.mn.us/index.php?title=Street_Sweeping_Phosphorus_Credit_Calculator:_User_Guide the accompanying user guide].
 +
 
 +
==Field Methods==
 +
This section describes field methods for calculating phosphorus reductions from street sweeping.
 +
 
 +
===Curb Miles Swept===
 +
[[File:Miles swept image.png|400px|thumb|alt=image of sweeping calculator|<font size=3>Schematic of street sweeping calculator showing where to enter miles swept. Click on image to enlarge.</font size>]]
 +
 
 +
The simplest measurement that can be used for input into the Credit Calculator is the length of curb miles swept. One curb mile is equivalent to a sweeper-width pass along one side of a street. If both sides of a one-mile long stretch of roadway are swept (1 road mile), that distance is equal to 2 curb miles. To calculate the phosphorus reduction from miles swept, simply input the miles swept into Option 3 of the calculator, as shown in the adjacent image.
 +
 
 +
===Wet Mass===
 +
[[File:Option 2 image.png|400px|thumb|alt=image of sweeping calculator|<font size=3>Schematic of street sweeping calculator showing where to enter wet mass. Click on image to enlarge.</font size>]]
 +
 
 +
If using the wet mass method, after the street sweeping event has occurred, the wet mass of the entire sweeping load should be measured. This is typically conducted using either of the following methods:
 +
 
 +
1. Some street sweeping vehicles are equipped with an internal scale which informs the driver of the weight of material in the hopper. This weight is considered the wet mass.<br>
 +
2. Calculating the difference in mass between the empty street sweeper vehicle before and after the collection event.
 +
:a. Weigh the sweeper vehicle with an empty hopper prior to sweeping, including the fuel that will be used during sweeping. This is typically conducted using a whole vehicle scale, or fixed or portable wheel scales. This is the ''vehicle mass''.
 +
:b. Weigh the sweeper vehicle after returning from sweeping, this is ''vehicle gross mass'' (vehicle + fresh sweepings + remaining fuel).
 +
:c. Calculate the mass of fuel used during sweeping and subtract this from the total full truck mass after returning from sweeping.
 +
 
 +
:''Accounting for vehicle fuel mass consumption may be a rough estimate because vehicle fueling is typically tracked per day (and not by sweeping operation). Fuel mass consumed during each sweeping operation can be estimated based on the duration of vehicle operation. An average fuel consumption rate was approximated based on field data from Prior Lake, MN which was conservatively approximated as 4.85 gallons per hour ([https://wrl.mnpals.net/islandora/object/WRLrepository%3A2446 Kalinosky et al. 2014]). Using a fuel density of 6.943 pounds per gallon for diesel fuel, the weight of fuel consumed may be computed for each sweeping operation using the driver reported total time of vehicle operation.''
 +
 
 +
::[Eq. 1]  ''Mass of fuel consumed (lbs)= total vehicle operation time (hours)  × 4.85 gal/hr  × 6.943 lbs/gal''
 +
 
 +
:d. Subtract the mass of fuel consumed and the vehicle mass from the total full truck mass after sweeping (vehicle gross mass). The result is the wet mass of sweepings.
 +
 
 +
::[Eq. 2]  Wet mass of sweepings = vehicle gross mass-vehicle mass - mass of fuel consumed
 +
 
 +
The sweeping load wet mass may be entered directly into the Credit Calculator, or additional measurements can be made to determine dry mass by measuring dry basis moisture content, and/or additionally measuring organic matter content.
 +
 
 +
==Laboratory Methods==
 +
Laboratory-based methods for calculating phosphorus reductions include dry mass measurement and measurement of organic matter. Each of these requires load sampling. These are discussed below.
 +
 
 +
Although we were unable to find a video specific to subsampling from a sweeper pile, the following videos provide general information about collecting subsamples.
 +
*[https://www.youtube.com/watch?v=ktQg7Jqcf4Q]
 +
*[https://www.youtube.com/watch?v=GM7-19oSfD8]
 +
*[https://www.youtube.com/watch?v=ATMcfhe1gz8]
 +
 
 +
===Representative Load Sampling===
 +
{{alert|Conduct subsampling within 24 hours of material collection|alert-warning}}
 +
 
 +
After completing a street sweeping event, subsampling of the street sweeping load should occur within 24 hours of sweeping load collection. If the sweeping load is dumped and stored outdoors, perform subsampling before any precipitation occurs or ensure the pile is covered and not subject to impacts of precipitation (e.g. overland flow from paved areas). When performing the subsampling of the sweeping load, prepare the materials and complete the methods listed below. Note that the total load wet mass should be measured prior to subsampling for laboratory analyses.
 +
 
 +
'''Materials''':
 +
*Gallon-sized re-sealable zipper storage bags (e.g. Ziploc bags)
 +
*Laboratory nitrile gloves
 +
*Permanent marker or label for bags
 
*Trowel
 
*Trowel
  
'''Method'''
+
'''Methods''':<br>
#Visually assess the sweeper load (e.g., in the hopper or on the pile), examining how much of the load is composed of soil and plant debris.
+
1. After the sweeper load wet mass has been determined, dump the sweeper load onto a tarp for subsampling.<br>
#Before sample collection, label a gallon-sized ziplock bag with sample identification information (e.g., street sweeping route, date).
+
2. It is important to collect a single representative sample from the sweeping load. Visually assess the sweeping load pile, examining how much of the load is composed of soil and plant debris. If sediment comprises a significant portion of the debris, it may settle at or near the bottom of the pile. This should be considered when determining where to collect subsamples.<br>
#Wearing gloves, use a trowel to scoop at least five small amounts of sample into the gallon bag. Walk around the pile, scooping from various points. Make sure to collect a sample that accurately reflects the composition of the sweeper pile. If the outside of the pile appears to have dried, scrape away the outer layer to collect samples that have accurate moisture contents.
+
3. Before sample collection, label a gallon-sized storage bag with sample identification information (e.g., street sweeping route, date).<br>
#Collect sufficient sample to fill the ziplock bag ¾ full.
+
4. Wearing protective gloves, use a trowel to scoop at least five (5) small amounts of sample into the gallon bag. Walk around the pile, scooping from various locations. Make sure to collect a sample that accurately reflects the composition of the sweeper pile (e.g., in proportion to observed fine sediments and coarse materials). Scrape away the outer layer of the pile, which may be dry, to collect samples from within the pile with a more representative dry basis moisture content, avoiding large pieces of trash and woody debris. Small pieces of trash are not separated from the sample (anything less than 1 inch in size).<br>
#Samples should be stored in a refrigerator until moisture determination. If moisture cannot be determined within a day, the sample may be frozen.
+
5. Collect sufficient sample to fill the gallon bag approximately three-fourths (¾) full.<br>
 +
6. Seal the gallon-sized storage bag well.<br>
 +
7. Samples should be stored in a refrigerator until dry basis moisture content determination. If dry basis moisture content cannot be determined within one (1) day, the sample must be frozen.
 +
 
 +
===Dry Mass ===
 +
[[File:Option 1a image.png|400px|thumb|alt=image of sweeping calculator|<font size=3>Schematic of street sweeping calculator showing where to enter wet mass. Click on image to enlarge.</font size>]]
 +
 
 +
The dry mass of the sweeping load may be estimated within the street sweeping Credit Calculator using measured load wet mass and an assumed seasonal average dry basis moisture content, or dry mass may be determined based on additional laboratory measurements. The dry mass may be calculated using laboratory analyses to determine dry basis moisture content. In order to complete laboratory analyses of subsamples of the street sweeper load, first a representative subsample must be collected from the representative load sample collected following the [https://stormwater.pca.state.mn.us/index.php?title=Methods_for_sampling_street_sweeping_material_-_Standard_Operating_Procedures#Representative_Load_Sampling Representative Load Sampling Procedures] described above.
 +
 
 +
Note: If the representative load sample is submitted to a commercial laboratory for analysis, provide these SOPs to the lab and ensure they provide the metrics needed for the tool (wet mass, dry basis moisture content ('''not wet basis percent moisture'''), and/or organic matter content).
  
==Determining Moisture Content on Street Sweeping Loads==
+
'''Materials''':
'''Materials needed'''
 
 
*Drying oven
 
*Drying oven
*Balance (0.01 g)
+
*Tongs (use when placing samples into or removing samples from the oven)
 +
*Laboratory nitrile gloves
 +
*Permanent marker or label for tins
 +
*Balance (0.01-gram precision at minimum)
 
*Aluminum tin (small bowl, small bread pan, soil tin, or other small tin)
 
*Aluminum tin (small bowl, small bread pan, soil tin, or other small tin)
  
'''Method'''
+
'''Methods''':
*If frozen, thaw sample overnight.
+
#If frozen, thaw sample overnight in their airtight bag.
1. Using gloved hand, homogenize sample inside of the ziplock bag.<br>
+
#Using a gloved hand, thoroughly homogenize sample inside of the sample bag by moving your fingers around to mix and break-up the sample.
2. Weigh a tin. Record the tin weight.<br>
+
#Weigh a tin. Record the tin mass to the nearest 0.1 gram.
3. Place 50-100 g of sample into the dish. Record the weight of the tin + sample.<br>
+
#Place 50-100 grams of sample into the tin. Record the combined mass of the tin and sample.
4. Place in a drying oven at 105°C for 24-48 hours, or until the mass of the sample does not change.<br>
+
#Place the tin and sample in a drying oven at 105°C for 24-48 hours. After 24 hours, you may remove and weigh the sample to assess dryness. The sample is considered fully dry once the mass of the sample does not continue to change between consecutive weighings.
5. Weigh the tin + dried sample. Record the weight.<br>
+
#Record the combined mass of the tin and dried sample.
6. Calculate the dry mass/wet mass ratio by subtracting the tin weight from each mass
+
#Subtract the mass of the tin from both wet and dry mass subsamples.
 +
##'''Note: this step is crucial, the equation below requires that the mass of the tin be subtracted from the wet and dry mass subsamples prior to calculation!'''
 +
#Calculate sweeping load dry mass using the equation below.
  
<math> (dry mass)/(wet mass)  =  ((dry masssample + tin - tin mass))/((wet masssample + tin - tin mass)) </math>
+
Calculate the sweeping load dry mass by multiplying the sweeping load wet mass by the ratio of dry mass to wet mass of the subsample that that was oven-dried.
  
7. If needed, calculate the percent moisture (on a dry mass basis) as
+
::[Eq. 3]  ''sweeping load dry mass  = sweeping load wet mass * ((dry mass<sub>subsample</sub>))/wet mass<sub>subsample</sub>''
  
<math> percentmoisture dry mass basis = ((wet masssample + tin -tin mass) - (dry masssample + tin - tin mass))/((dry masssample + tin - tin mass)) x 100 </math>
+
The wet and dry masses of the subsample may also be used to calculate the dry basis moisture content, which is assumed to be representative of the entire sweeping load. The dry basis moisture content, as a percent, is given by
  
==Determining organic matter (OM) concentration of sweepings==
+
::[Eq. 4]  ''Dry basis moisture content = ((wet mass<sub>subsample</sub>) - (dry mass<sub>subsample</sub>))/dry mass<sub>subsample</sub> x 100''
We expected that percent organic matter (% OM) would be related to percent total phosphorus (% TP) in street sweepings because % OM should be a good indicator of the content of leaves and other plant-derived material in sweepings, and thus, insofar as % TP is relatively constrained in leaf litter, of % TP. We therefore evaluated the relationship between % OM and % TP using data from the Prior Lake Street Sweeping Study (Kalinosky et al. 2014, Kalinosky 2015). In that study we determined the OM concentration of sweepings using the Loss-on-Ignition (LOI) method, whereby a sample is combusted in a muffle furnace and the percentage of material combusted is assumed proportional to the percentage OM and/or organic carbon (OC) in the sample (see methods below). The LOI method has fallen out of favor for determining the OC concentration in soils and sediments because it can lead to overestimates of OC concentration when high temperatures drive off bound water from clay minerals and/or cause release of CO2 from carbonates (Goldin 1987). Thus the LOI-OC relationship depends on clay content and mineralogy (Howard and Howard 1990, Santisteban et al. 2004). However, LOI is more accurate for measuring OC in highly organic soil horizons (e.g., forest floor, or O horizon materials) with low mineral content (Westman et al. 2006).
 
  
Despite the limitations of using LOI for estimating OC concentrations in soils and sediments, we suggest that evaluating the use of % OM determined by LOI to predict % TP in street sweeping samples is appropriate for several reasons. First, we present empirical relationships directly between % OM determined by LOI and %TP and thus make no assumptions about the relationship between % OM determined through LOI and % OC. Second, LOI has distinct advantages over other methods of measuring either %OC or %TP in street sweepings because, unlike those methods, it can be done on relatively large samples and thus overcomes the need to do laborious fractionations of sweeping samples in order to obtain representative samples from heterogeneous sweepings. Third, it is relatively inexpensive and simple to do, so cities may be able to afford having samples analyzed for LOI in a commercial laboratory or they might choose to conduct the analyses themselves.  
+
===Organic Matter===
 +
[[File:Option 1b image.png|400px|thumb|alt=image of sweeping calculator|<font size=3>Schematic of street sweeping calculator showing where to enter organic matter. Click on image to enlarge.</font size>]]
  
===Methods for determining Loss-on-Ignition (LOI)===
+
Because of the strong relationship between percent organic matter (OM) and total phosphorus observed in street sweeping, determination of OM can be used to refine the calculation of phosphorus removed from a given sweeping event. OM concentration of sweepings can be calculated using the Loss-on-Ignition (LOI) method, whereby a sample is combusted in a muffle furnace and the percentage of material combusted is assumed proportional to the percentage OM and/or organic carbon in the sample. It is recommended that the following methodology for determining OM content be completed and analyzed on three (3) separate subsamples to obtain an average percent OM value that is representative of the sweeping load.  
We recommend analyzing 3 subsamples of a sweeping sample and obtaining an average % OM value (see Appendix 1, Section 1.1 for methods for sampling a sweeping load). If a commercial laboratory is used for analysis, we recommend selecting a laboratory that combusts samples at 600-650°C for at least 3 hours (Hoogsteen et al. 2015).
 
  
'''Materials Needed'''
+
'''Materials''':
 
*Porcelain crucibles
 
*Porcelain crucibles
*Dessicator with dessicant
+
*Laboratory nitrile gloves
*Tongs
+
*Permanent marker or label for tins and crucibles
 +
*Desiccator with desiccant
 +
*Tongs (use when placing samples into or removing samples from the oven or furnace)
 
*Muffle furnace
 
*Muffle furnace
 +
*Drying oven
 +
*Balance (0.01-gram precision at minimum)
 +
*Aluminum tin (small bowl, small bread pan, soil tin, or other small tin)
  
'''Methods'''<br>
+
'''Methods''':
1. Samples should be dried at 105°C in a drying oven for 48 hours and allowed to cool in a dessicator with dessicant.<br>
+
#Using the remainder of the bagged representative wet street sweeping subsample, place the contents into tins for oven-drying. Dry the sample at 105°C in a drying oven for 24-48 hours, weighing the sample periodically after 24 hours. The sample is considered fully dry once the mass of the sample does not continue to change between consecutive weighings. Once the sample has been oven-dried, allow to cool in a desiccator with desiccant.
2. Weigh a labeled crucible and record weight. This is the “crucible mass”.<br>
+
#Label, weigh, and record the mass of three (3) crucibles.
3. Weigh approximately 20 g dry subsample into crucible and record weight of sample + crucible. This is the “pre-combusted masssample+crucible”. Subsample should be as representative of the entire sample as possible.<br>
+
#Weigh approximately 60 grams of oven-dried subsample (as representative of the entire subsample as possible) into three (3) crucibles equally. Each crucible should contain approximately 20 grams of oven-dried subsample. Weigh and record the mass of each crucible with the sample. This is the pre-combustion mass.
4. Combust in muffle furnace at 600°C for 6 hours.<br>
+
#Combust the samples in a muffle furnace at 600°C for 6 hours.
5. Remove from furnace and allow to cool in dessicator with dessicant.<br>
+
#Remove from furnace and allow to cool to room temperature in a desiccator with desiccant.
6. Weight combusted sample and crucible and record weight. This is the “combusted masssample+crucible”.
+
#Weigh and record each combusted crucible with sample.
 
+
#Subtract the crucible mass from both recorded pre-combusted and combusted mass.
Calculate %OM as follows
+
##'''Note: this step is crucial, the equation below requires that the mass of the crucible be subtracted from the wet and dry mass subsamples prior to calculation!'''
  
<math> percent organic matter = ((precombusted masssample + crucible - crucible mass) - (combusted masssample + crucible - crucible mass)) / (precombusted massample + crucible - crucible mass)) X 100 </math>
+
Percent organic matter is given by
 +
::[Eq. 5]  ''Percent organic matter = ((precombusted mass<sub>subsample</sub>) - (combusted mass<sub>subsample</sub>)) / precombusted mass<sub>subsample</sub> X 100''
  
==Calculating Confidence Intervals==
+
<noinclude>
For calculating the 95% confidence intervals around the mean, University of Minnesota researchers used a bootstrapping method due to the log-normal distribution of the variables, as the normal method can lead to biased estimates (Olsson 2005). On each bootstrap sample (R = 10000), we calculated the mean (µ) and variance (σ2) of the log-normal distribution, and used these parameters to return the sample mean on the untransformed scale using established equations (sample mean = exp(µ + σ2/2)). We report the percentile confidence intervals calculated using the boot.ci function in R package boot v. 1.3-24, R version 4.0.0 (R Core Team 2020).
+
[[Category:Level 3 - Best management practices/Nonstructural practices/Street sweeping]]
 +
</noinclude>

Latest revision as of 19:15, 18 July 2022

Information: The methods described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology. See the U of M report.
image of sweeping decision tree
Street sweeping decision tree and process of data collection for phosphorus credit with the Calculator.

This page describes methods for sampling street sweeping material including determination of wet mass, dry mass, dry basis moisture content, and organic matter. The most accurate way to account for phosphorus reduction from street sweeping would be to measure phosphorus in the sweeping load directly. However that is both technically complicated and prohibitively expensive on the scale of municipal sweeping events. Therefore, alternative field and laboratory measurements may be conducted to approximate the phosphorus load captured by street sweeping.

The standard operating procedures (SOPs) described on this page were developed by University of Minnesota researchers as part of a study to develop a street sweeping credit methodology (see Acknowledgements for street sweeping credit method). Stormwater practitioners and permittees choosing to use the street sweeping credit to estimate phosphorus load reductions from street sweeping should apply the following SOPs. Sweeping load sampling options are listed below, generally ordered by level of method complexity:

  • Field methods
    • Curb miles swept
    • Wet mass
  • Laboratory methods
    • Dry mass
    • Organic matter

A Credit Calculator was developed to allow practitioners a range of options for calculating phosphorus reductions from street sweeping. The bare minimum sweeping load measurements required for application of the Credit Calculator is curb miles swept, however the more measurements taken (e.g. wet mass and/or laboratory analyses), the more accurate the results will be. The Credit Calculator is conservative in nature; therefore, it is possible that additional laboratory measurements would result in greater estimates of phosphorus load removed.

A decision tree which maps out the actions and data collection activities to employ in using the phosphorus credit calculator are shown in the adjacent figure. Additional information on the credit calculator tool and how it is used may be found in the tool itself and the accompanying user guide.

Field Methods

This section describes field methods for calculating phosphorus reductions from street sweeping.

Curb Miles Swept

image of sweeping calculator
Schematic of street sweeping calculator showing where to enter miles swept. Click on image to enlarge.

The simplest measurement that can be used for input into the Credit Calculator is the length of curb miles swept. One curb mile is equivalent to a sweeper-width pass along one side of a street. If both sides of a one-mile long stretch of roadway are swept (1 road mile), that distance is equal to 2 curb miles. To calculate the phosphorus reduction from miles swept, simply input the miles swept into Option 3 of the calculator, as shown in the adjacent image.

Wet Mass

image of sweeping calculator
Schematic of street sweeping calculator showing where to enter wet mass. Click on image to enlarge.

If using the wet mass method, after the street sweeping event has occurred, the wet mass of the entire sweeping load should be measured. This is typically conducted using either of the following methods:

1. Some street sweeping vehicles are equipped with an internal scale which informs the driver of the weight of material in the hopper. This weight is considered the wet mass.
2. Calculating the difference in mass between the empty street sweeper vehicle before and after the collection event.

a. Weigh the sweeper vehicle with an empty hopper prior to sweeping, including the fuel that will be used during sweeping. This is typically conducted using a whole vehicle scale, or fixed or portable wheel scales. This is the vehicle mass.
b. Weigh the sweeper vehicle after returning from sweeping, this is vehicle gross mass (vehicle + fresh sweepings + remaining fuel).
c. Calculate the mass of fuel used during sweeping and subtract this from the total full truck mass after returning from sweeping.
Accounting for vehicle fuel mass consumption may be a rough estimate because vehicle fueling is typically tracked per day (and not by sweeping operation). Fuel mass consumed during each sweeping operation can be estimated based on the duration of vehicle operation. An average fuel consumption rate was approximated based on field data from Prior Lake, MN which was conservatively approximated as 4.85 gallons per hour (Kalinosky et al. 2014). Using a fuel density of 6.943 pounds per gallon for diesel fuel, the weight of fuel consumed may be computed for each sweeping operation using the driver reported total time of vehicle operation.
[Eq. 1] Mass of fuel consumed (lbs)= total vehicle operation time (hours) × 4.85 gal/hr × 6.943 lbs/gal
d. Subtract the mass of fuel consumed and the vehicle mass from the total full truck mass after sweeping (vehicle gross mass). The result is the wet mass of sweepings.
[Eq. 2] Wet mass of sweepings = vehicle gross mass-vehicle mass - mass of fuel consumed

The sweeping load wet mass may be entered directly into the Credit Calculator, or additional measurements can be made to determine dry mass by measuring dry basis moisture content, and/or additionally measuring organic matter content.

Laboratory Methods

Laboratory-based methods for calculating phosphorus reductions include dry mass measurement and measurement of organic matter. Each of these requires load sampling. These are discussed below.

Although we were unable to find a video specific to subsampling from a sweeper pile, the following videos provide general information about collecting subsamples.

Representative Load Sampling

Caution: Conduct subsampling within 24 hours of material collection

After completing a street sweeping event, subsampling of the street sweeping load should occur within 24 hours of sweeping load collection. If the sweeping load is dumped and stored outdoors, perform subsampling before any precipitation occurs or ensure the pile is covered and not subject to impacts of precipitation (e.g. overland flow from paved areas). When performing the subsampling of the sweeping load, prepare the materials and complete the methods listed below. Note that the total load wet mass should be measured prior to subsampling for laboratory analyses.

Materials:

  • Gallon-sized re-sealable zipper storage bags (e.g. Ziploc bags)
  • Laboratory nitrile gloves
  • Permanent marker or label for bags
  • Trowel

Methods:
1. After the sweeper load wet mass has been determined, dump the sweeper load onto a tarp for subsampling.
2. It is important to collect a single representative sample from the sweeping load. Visually assess the sweeping load pile, examining how much of the load is composed of soil and plant debris. If sediment comprises a significant portion of the debris, it may settle at or near the bottom of the pile. This should be considered when determining where to collect subsamples.
3. Before sample collection, label a gallon-sized storage bag with sample identification information (e.g., street sweeping route, date).
4. Wearing protective gloves, use a trowel to scoop at least five (5) small amounts of sample into the gallon bag. Walk around the pile, scooping from various locations. Make sure to collect a sample that accurately reflects the composition of the sweeper pile (e.g., in proportion to observed fine sediments and coarse materials). Scrape away the outer layer of the pile, which may be dry, to collect samples from within the pile with a more representative dry basis moisture content, avoiding large pieces of trash and woody debris. Small pieces of trash are not separated from the sample (anything less than 1 inch in size).
5. Collect sufficient sample to fill the gallon bag approximately three-fourths (¾) full.
6. Seal the gallon-sized storage bag well.
7. Samples should be stored in a refrigerator until dry basis moisture content determination. If dry basis moisture content cannot be determined within one (1) day, the sample must be frozen.

Dry Mass

image of sweeping calculator
Schematic of street sweeping calculator showing where to enter wet mass. Click on image to enlarge.

The dry mass of the sweeping load may be estimated within the street sweeping Credit Calculator using measured load wet mass and an assumed seasonal average dry basis moisture content, or dry mass may be determined based on additional laboratory measurements. The dry mass may be calculated using laboratory analyses to determine dry basis moisture content. In order to complete laboratory analyses of subsamples of the street sweeper load, first a representative subsample must be collected from the representative load sample collected following the Representative Load Sampling Procedures described above.

Note: If the representative load sample is submitted to a commercial laboratory for analysis, provide these SOPs to the lab and ensure they provide the metrics needed for the tool (wet mass, dry basis moisture content (not wet basis percent moisture), and/or organic matter content).

Materials:

  • Drying oven
  • Tongs (use when placing samples into or removing samples from the oven)
  • Laboratory nitrile gloves
  • Permanent marker or label for tins
  • Balance (0.01-gram precision at minimum)
  • Aluminum tin (small bowl, small bread pan, soil tin, or other small tin)

Methods:

  1. If frozen, thaw sample overnight in their airtight bag.
  2. Using a gloved hand, thoroughly homogenize sample inside of the sample bag by moving your fingers around to mix and break-up the sample.
  3. Weigh a tin. Record the tin mass to the nearest 0.1 gram.
  4. Place 50-100 grams of sample into the tin. Record the combined mass of the tin and sample.
  5. Place the tin and sample in a drying oven at 105°C for 24-48 hours. After 24 hours, you may remove and weigh the sample to assess dryness. The sample is considered fully dry once the mass of the sample does not continue to change between consecutive weighings.
  6. Record the combined mass of the tin and dried sample.
  7. Subtract the mass of the tin from both wet and dry mass subsamples.
    1. Note: this step is crucial, the equation below requires that the mass of the tin be subtracted from the wet and dry mass subsamples prior to calculation!
  8. Calculate sweeping load dry mass using the equation below.

Calculate the sweeping load dry mass by multiplying the sweeping load wet mass by the ratio of dry mass to wet mass of the subsample that that was oven-dried.

[Eq. 3] sweeping load dry mass = sweeping load wet mass * ((dry masssubsample))/wet masssubsample

The wet and dry masses of the subsample may also be used to calculate the dry basis moisture content, which is assumed to be representative of the entire sweeping load. The dry basis moisture content, as a percent, is given by

[Eq. 4] Dry basis moisture content = ((wet masssubsample) - (dry masssubsample))/dry masssubsample x 100

Organic Matter

image of sweeping calculator
Schematic of street sweeping calculator showing where to enter organic matter. Click on image to enlarge.

Because of the strong relationship between percent organic matter (OM) and total phosphorus observed in street sweeping, determination of OM can be used to refine the calculation of phosphorus removed from a given sweeping event. OM concentration of sweepings can be calculated using the Loss-on-Ignition (LOI) method, whereby a sample is combusted in a muffle furnace and the percentage of material combusted is assumed proportional to the percentage OM and/or organic carbon in the sample. It is recommended that the following methodology for determining OM content be completed and analyzed on three (3) separate subsamples to obtain an average percent OM value that is representative of the sweeping load.

Materials:

  • Porcelain crucibles
  • Laboratory nitrile gloves
  • Permanent marker or label for tins and crucibles
  • Desiccator with desiccant
  • Tongs (use when placing samples into or removing samples from the oven or furnace)
  • Muffle furnace
  • Drying oven
  • Balance (0.01-gram precision at minimum)
  • Aluminum tin (small bowl, small bread pan, soil tin, or other small tin)

Methods:

  1. Using the remainder of the bagged representative wet street sweeping subsample, place the contents into tins for oven-drying. Dry the sample at 105°C in a drying oven for 24-48 hours, weighing the sample periodically after 24 hours. The sample is considered fully dry once the mass of the sample does not continue to change between consecutive weighings. Once the sample has been oven-dried, allow to cool in a desiccator with desiccant.
  2. Label, weigh, and record the mass of three (3) crucibles.
  3. Weigh approximately 60 grams of oven-dried subsample (as representative of the entire subsample as possible) into three (3) crucibles equally. Each crucible should contain approximately 20 grams of oven-dried subsample. Weigh and record the mass of each crucible with the sample. This is the pre-combustion mass.
  4. Combust the samples in a muffle furnace at 600°C for 6 hours.
  5. Remove from furnace and allow to cool to room temperature in a desiccator with desiccant.
  6. Weigh and record each combusted crucible with sample.
  7. Subtract the crucible mass from both recorded pre-combusted and combusted mass.
    1. Note: this step is crucial, the equation below requires that the mass of the crucible be subtracted from the wet and dry mass subsamples prior to calculation!

Percent organic matter is given by

[Eq. 5] Percent organic matter = ((precombusted masssubsample) - (combusted masssubsample)) / precombusted masssubsample X 100

This page was last edited on 18 July 2022, at 19:15.