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Publication Number:  FHWA-HRT-17-049    Date:  October 2017
Publication Number: FHWA-HRT-17-049
Date: October 2017

 

Investigation of Increase in Roughness Due to Environmental Factors in Flexible Pavements Using Profile Data From Long-Term Pavement Performance Specific Pavement Studies 1 Experiment

CHAPTER 4. CLIMATIC AND SUBGRADE INFORMATION FOR SPS-1 PROJECTS

This chapter discusses the available climatic and subgrade information regarding SPS-1 projects.

CLIMATIC INFORMATION FOR SPS-1 PROJECTS

Climatic information at SPS-1 project locations computed from virtual weather stations data was available in the PPDB. Annual summaries of precipitation information were available in the table entitled CLM VWS PRECIP ANNUAL. The information in this table included total annual precipitation, intense precipitation days per year, wet days per year, and total snowfall per year. An intense precipitation day is defined as a day when more than 0.5 inches of precipitation fell, while a wet day is defined as a day when precipitation was more than 0.01 inches. Annual summaries of temperature-related information were available in the PPDB table CLM VWS TEMP ANNUAL. The information in this table included mean annual temperature, days above 90° F per year, days below 32 °F per year, FI per year, and freeze-thaw cycles per year. The annual information in these two tables was averaged for each SPS-1 project over the time period for which IRI data were available for that project. Table 36 shows the average annual values for precipitation, wet days per year, and intense precipitation days per year for each SPS-1 project, and the years over which the data were averaged.

Table 36. Average annual precipitation-related parameters for SPS-1 projects.

Project
Location
Years Over
Which Data
Were Averaged
Average Value
Annual
Precipitation
(Inches)
Wet Days
per Year
Intense
Precipitation
Days per Year
Alabama 1993–2005 52 160 32
Arizona 1993–2006 7 56 3
Arkansas 1994–2007 47 129 32
Delaware 1996–2006 48 153 31
Florida 1995–2012 56 168 35
Iowa 1993–2001 41 156 25
Kansas 1993–2001 27 86 16
Louisiana 1997–2012 58 162 36
Michigan 1995–2012 32 142 18
Montana 1998–2010 14 101 6
Nebraska 1995–2000 27 101 17
Nevada 1995–2009 10 77 3
New Mexico 1995–2006 10 73 3
Ohio 1995–2012 42 178 24
Oklahoma 1997–2011 32 96 20
Texas 1997–2007 24 100 13
Virginia 1993–2010 45 143 29
Wisconsin 1997–2008 32 156 16

 

Table 37 shows the average annual values for mean temperature, days when the maximum temperature was above 90 °F per year, days when the minimum temperature was below 32 °F per year, FI, and the number of freeze-thaw cycles. A freeze-thaw cycle occurs when, during a day, the air temperature goes from less than 32 °F to greater than 32 °F. This table also shows the years over which the data were averaged.

Table 37. Average annual temperature-related parameters for SPS-1 projects.

Project
Location
Years over
which Data
Were
Averaged
Average Values
Mean
Annual
Temperature
(°F)
Days
above
90 °F per
Year
Days below
32 °F per
Year
FI
(°F Days/Year)
Freeze-
Thaw
Cycles per
Year
Alabama 1993–2005 64 51 43 16 43
Arizona 1993–2006 67 138 19 0 19
Arkansas 1994–2007 61 56 63 115 56
Delaware 1996–2006 56 15 81 148 73
Florida 1995–2012 74 87 1 0 1
Iowa 1993–2001 52 14 113 713 76
Kansas 1993–2001 55 56 125 394 105
Louisiana 1997–2012 69 76 11 2 11
Michigan 1995–2012 49 9 136 823 86
Montana 1998–2010 46 19 158 940 124
Nebraska 1995–2000 52 44 137 671 105
Nevada 1995–2009 51 76 167 351 158
New Mexico 1995–2006 62 103 93 11 93
Ohio 1995–2012 52 11 117 578 82
Oklahoma 1997–2011 62 86 72 99 67
Texas 1997–2007 75 158 1 0 1
Virginia 1993–2010 58 39 89 92 86
Wisconsin 1997–2008 43 3 173 1613 99

 

In the LTPP Program, the boundary between a wet and a dry region was defined as an annual precipitation of 20 inches. An area receiving an annual precipitation of less than or equal to 20 inches was considered to be a dry region, while an area receiving an annual precipitation greater than 20 inches was considered to be a wet region. In the LTPP Program, the boundary between a freezing and a nonfreezing region was defined as an FI of 190 °F days/year. A region having an FI of less than or equal to 190 °F days/year was considered to be a nonfreezing region, while a region having an FI greater than 190 °F days/year was considered to be a freezing region. The SPS-1 projects classified according to the LTPP environmental zones are shown in table 38. This table also shows the average annual values of precipitation, FI, and freeze-thaw cycles at the project location.

Table 38. SPS-1 projects classified according to environmental zones.

Project
Location
Climatic Zone Average Annual Values
Precipitation
(inches)
FI
(°F Days/Year)
Freeze-Thaw
Cycles
Alabama WNF 52 16 43
Arizona DNF 7 0 19
Arkansas WNF 47 115 56
Delaware WNF 48 148 73
Florida WNF 56 0 1
Iowa WF 41 713 76
Kansas WF 27 394 105
Louisiana WNF 58 2 11
Michigan WF 32 823 86
Montana DF 14 940 124
Nebraska WF 27 671 105
Nevada DF 10 351 158
New Mexico DNF 10 11 93
Ohio WF 42 578 82
Oklahoma WNF 32 99 67
Texas WNF 24 0 1
Virginia WNF 45 92 86
Wisconsin WF 32 1613 99

 

SUBGRADE INFORMATION FOR SPS-1 PROJECTS

In the LTPP Program, the subgrade at all test sections was considered as Layer Number 1. The PPDB table entitled SPS-1 Layer provided a description of the subgrade at each test section, the layer type and thickness of any subsurface layers present between the SPS-1 pavement structure and the subgrade, and the layer type and thickness of the various layers of the pavement structure. This table identified that an embankment that was designated as Layer Number 2 was present at four SPS-1 projects. Table 39 shows the projects where an embankment was present and also indicates the subgrade type in the project, the material type of the embankment, and the average thickness of the embankment.

Table 39. SPS-1 projects where an embankment is present.

State Section
Numbers
Subgrade
Type
Embankment
Layer
Number
Material Type Average
Thickness
(Inches)
Iowa 1–13 Fine-grained 2 Clay 24
Kansas 1, 2, 5, 9, 10 Fine-grained 2 Silty sand or sandy clay 25
Louisiana 13–24 Fine-grained 2 Silt 9
Nebraska 13–24 Fine-grained 2 Clay 22

 

The subgrade at six projects was treated. The subgrade at these projects might have been treated to increase the strength of the subgrade or to address constructability issues. Table 40 shows the projects where the subgrade was treated and also indicates the subgrade type in the project, the treatment type, and the average thickness of the treatment. In all of these projects, except at the Nevada project, the SPS-1 pavement sections were placed on the treated subgrade. In the Nevada project, a subbase layer with an average thickness of 20 inches was placed on the treated subgrade, and the SPS-1 pavements sections were placed on the subbase layer.

Table 40. SPS-1 projects where the subgrade was treated.

State Section
Numbers
Subgrade Type Treated Subgrade
Layer
No.
Treatment Type Average
Thickness
(Inches)
Louisiana 13–24 Fine-grained 2 Cement treated 6
Nevada 1–12 Coarse-grained 2 Lime treated 12
New Mexico 1–12 Fine-grained 2 Lime treated 6
Oklahoma 13–24 Fine-grained 2 Lime treated 8
Texas 13–24 Coarse-grained 2 Lime treated 12
Virginia 13–24 Fine-grained 2 Lime treated 6

 

At several projects, a subbase layer was placed on the subgrade before constructing the SPS-1 pavement sections. Table 41 shows the projects where a subbase was placed and also shows the subgrade type of the project, subbase type, and the average thickness of the subbase. In the Nevada project, the subbase was placed on the treated subgrade layer.

Table 41. SPS-1 projects where a subbase was placed.

State Section
Numbers
Subgrade Type Subbase
Layer
No.a
Subbase Type Average
Thickness
(Inches)
Delaware 1–12 Coarse-grained 2 Coarse-grained soil aggregate mixture 43
Kansas 1–12 Fine-grained 2 or 3 Pozzolanic aggregate mixture 6
Nevada 1–12 Coarse-grained 2 Coarse-grained soil aggregate mixture 20
Wisconsin 13–24 Coarse-grained 2 Coarse-grained soil aggregate mixture 10
aFor the Kansas project, the Layer No. was 2 for sections that did not have an embankment and 3 for sections that had an embankment.

 

The results from gradation tests performed on subsurface material were stored in PPDB table TST SS01 UG01 UG02, while the results from hydrometer tests are stored in PPDB table TST SS02 UG03. Gradation information for subgrade was available at one or more test locations at some test sections, while no information was available for other test sections. A similar situation was noted for the results from the hydrometer test. If results from more than one sample were available at a test section, the results were averaged to obtain a single value for a test section.

From the information available in PPDB table TST SS01 UG01 UG02, the median value and the standard deviation of the percentage of material passing through the No. 200 sieve were computed for each project using the test results available at each test section for the subgrade, embankment (if present), and subbase (if present). From the information in PPDB table TST SS02 UG03, the median values of the percent clay material, percent silt material, and combined clay and silt material were computed for each project using the test results available at each test section for the subgrade, embankment (if present), and subbase (if present).

Table 42 shows the following values for the subgrade, embankment (if present), and subbase (if present) for each SPS-1 project: median value and the standard deviation of the material passing through the No. 200 sieve computed from the data at each test section, the number of test sections for which data were available to compute these values, and the material classification based on the median of the material passing through the No. 200 sieve. No information was available in the PPDB for the Delaware project.

Table 42. Percentage of material passing through the No. 200 sieve for subgrade at each SPS-1 project.

Project
Location
Layer Type Material Passing Through No. 200
Sieve (Percent)
Material Type
Number of
Sections That
Had Data
Median Standard
Deviation
Alabama Subgrade 9 66 4.2 Fine-grained
Arizona Subgrade 12 17 4.0 Coarse-grained
Arkansas Subgrade 7 18 7.3 Coarse-grained
Delaware Subgrade
Subbase 4 13 2.9 Coarse-grained
Florida Subgrade 5 14 1.6 Coarse-grained
Iowa Subgrade 7 93 4.3 Fine-grained
Embankment 10 60 3.4 Fine-grained
Kansas Subgrade 2 36 7.3 Coarse-grained
Embankment 3 32 5.8 Coarse-grained
Louisiana Subgrade 4 94 1.8 Fine-grained
Embankment 6 88 4.9 Fine-grained
Michigan Subgrade 7 67 3.6 Fine-grained
Montana Subgrade 6 22 6.1 Coarse-grained
Nebraska Subgrade 6 96 3.3 Fine-grained
Embankment 5 97 1.1 Fine-grained
Nevada Subgrade 6 45 11.0 Coarse-grained
Subbase 8 13 6.0 Coarse-grained
New Mexico Subgrade 10 68 12.5 Fine-grained
Ohio Subgrade 5 71 1.9 Fine-grained
Oklahoma Subgrade 5 44 5.5 Coarse-grained
Texas Subgrade 6 8 4.7 Coarse-grained
Virginia Subgrade 9 42 7.6 Coarse-grained
Wisconsin Subgrade 7 10 5.2 Coarse-grained
Subbase 4 9.2 2.1 Coarse-grained
—Indicates no data available.

 

Table 43 shows the following values for the subgrade, embankment (if present), and subbase (if present) for each SPS-1 project: median values of the percent silt material, median value for the percent clay material, median value of the combined silt and clay material, number of test sections for which data were available to compute these values, and material classification based on the median value of the combined clay and silt material.

Table 43. Amount of silt and clay in subgrade at SPS-1 projects.

Project
Location
Layer Type Number
of
Sections
That Had
Data
Median Value of Material (Percent) Material Type
Based on Silt +
Clay Percentage
Silt Clay Silt and
Clay
Alabama Subgrade 9 40.5 26.0 66.5 Fine-grained
Arizona Subgrade 12 10.8 5.7 16.5 Coarse-grained
Arkansas Subgrade 7 12.7 5.4 18.1 Coarse-grained
Delaware Subgrade 6 16.5 9.0 25.5 Coarse-grained
Subbase 8 7.2 5.6 12.8 Coarse-grained
Florida Subgrade 5 13.3 4.6 17.9 Coarse-grained
Iowa Subgrade 7 56.8 31.1 87.9 Fine-grained
Embankment 10 37.7 22.4 60.1 Fine-grained
Kansas Subgrade 8 18.9 11.5 30.4 Coarse-grained
Embankment 3 16.4 13.0 29.4 Coarse-grained
Louisiana Subgrade 3 69.5 24.9 94.4 Fine-grained
Embankment 5 82.9 8.7 91.6 Fine-grained
Michigan Subgrade 7 39.0 23.7 62.7 Fine-grained
Montana Subgrade 6 18.5 7.2 25.7 Coarse-grained
Nebraska Subgrade 6 66.7 32.2 98.9 Fine-grained
Embankment 5 59.8 39.2 99.0 Fine-grained
Nevada Subgrade 6 35.7 9.4 45.1 Coarse-grained
Subbase 6 8.6 2.8 11.4 Coarse-grained
New Mexico Subgrade 10 35.1 27.3 62.4 Fine-grained
Ohio Subgrade 5 42.8 28.4 71.2 Fine-grained
Oklahoma Subgrade 6 23.2 13.7 36.9 Coarse-grained
Texas Subgrade 6 10.6 1.1 11.7 Coarse-grained
Virginia Subgrade 9 30.7 12.4 43.1 Coarse-grained
Wisconsin Subgrade 7 7.1 2.5 9.6 Coarse-grained
Subbase 1 8.3 4.3 12.6 Coarse-grained

 

The material classifications shown in table 42 and table 43 for each layer agreed with each other. For the projects where an embankment was present (i.e., Iowa, Kansas, Louisiana, and Nebraska), the material type for the embankment was similar to the material type of the subgrade. For the Delaware, Kansas, Nevada, and Wisconsin projects where a subbase was placed on the subgrade, the material type for the subbase was similar to the material type for the subgrade.

The results from the Atterberg limits tests were stored in the PPDB table TST UG04 SS03. The results for tests on the subgrade were available at one or more test locations at some test sections, while no information was available for other test sections. If results from more than one sample were available at a test section, the results were averaged to obtain a single value for a test section. Table 44 shows the average values for the liquid limit, plastic limit, and PI for the SPS-1 projects that had fine-grained subgrade. This table also shows the number of test sections in each project that had Atterberg test data, which were used for computing the averages.

Table 44. Results from Atterberg limits test for projects built on fine-grained subgrade.

Project
Location
Layer Type Number of
Sections That
Had Data
Average Values
(Percent)
Standard
Deviation
of PI
Plastic
Limit
Liquid
Limit
PI
Alabama Subgrade 9 44.7 28.0 16.7 2.2
Iowa Subgrade 7 43.8 16.1 27.7 9.6
Embankment 10 32.7 12.0 20.7 3.0
Louisiana Subgrade 4 38.8 18.8 20.0 4.7
Embankment 3 24.0 19.0 5.0 0.7
Michigan Subgrade 7 24.7 14.4 10.3 1.3
Nebraska Subgrade 6 38.3 18.0 20.3 8.1
Embankment 5 49.8 15.4 34.4 3.1
New Mexico Subgrade 10 53.0 23.0 30.0 6.7
Ohio Subgrade 5 32.0 17.0 15.0 2.9

 

Results from Atterberg limit tests performed on coarse-grained subgrade were also available in the PPDB table TST UG04 SS03. Some results indicated that the material was not plastic while other results provided a PI value. Table 45 summarizes the test results for the projects that had coarse-grained subgrade and shows the following information: number of test sections in each project where Atterberg limits tests were conducted, number of test sections where the material was not plastic, number of sections for which a PI value was available, and average PI value for the sections where the PI value was greater than 0.

Table 45. Results from Atterberg limits test for projects built on coarse-grained subgrade.

Project
Location
Layer Type Number of
Sections Where
Atterberg Limits
Test Performed
Number of
Sections
Where
PI = 0
Number of
Sections
Where
PI > 0
Average PI
of Sections
Whose PI > 0
Arizona Subgrade 12 8 4 6.1
Arkansas Subgrade 7 7 0 NA
Delaware Subgrade 4 2 2 5.5
Subbase 5 5 0 NA
Florida Subgrade 5 5 0 NA
Kansas Subgrade 8 4 4 6.8
Embankment 4 2 2 8.5
Subbase 5 0 5 2.0
Montana Subgrade 6 6 0 NA
Nevada Subgrade 6 3 3 11.0
Subbase 9 6 3 12.0
Oklahoma Subgrade 5 0 5 18.4
Texas Subgrade 6 6 0 NA
Virginia Subgrade 9 2 7 8.3
Wisconsin Subgrade 7 7 0 NA
Subbase 4 4 0 NA
NA = not applicable (there were no sections with PI > 0).

 

Table 46 summarizes the information presented in table 42 through table 44 and presents the following information for each SPS-1 project: classification of subgrade, embankment (if present), and subbase (if present); average value of percent silt, clay, and silt and clay; and PI (for fine-grained material only).

Table 46. Summary of subsurface information for each SPS-1 project.

Project
Location
Layer Type Material Type Median Value of
Material (Percent)
Average PI for
Projects on Fine-
Grained
Material
Silt Clay Silt and Clay
Alabama Subgrade Fine-grained 40.5 26.0 66.5 16.7
Arizona Subgrade Coarse-grained 10.8 5.7 16.5 NA
Arkansas Subgrade Coarse-grained 12.7 5.4 18.1 NA
Delaware Subgrade Coarse-grained 16.5 9.0 25.5 NA
Subbase Coarse-grained 7.2 5.6 12.8 NA
Florida Subgrade Coarse-grained 13.3 4.6 17.9 NA
Iowa Subgrade Fine-grained 56.8 31.1 87.9 27.7
Embankment Fine-grained 37.7 22.4 60.1 20.7
Kansas Subgrade Coarse-grained 18.9 11.5 30.4 NA
Embankment Coarse-grained 16.4 13.0 29.4 NA
Louisiana Subgrade Fine-grained 69.5 24.9 94.4 20.0
Embankment Fine-grained 82.9 8.7 91.6 5.0
Michigan Subgrade Fine-grained 39.0 23.7 62.7 10.3
Montana Subgrade Coarse-grained 18.5 7.2 25.7 NA
Nebraska Subgrade Fine-grained 66.7 32.2 98.9 20.3
Embankment Fine-grained 59.8 39.2 99.0 34.4
Nevada Subgrade Coarse-grained 35.7 9.4 45.1 NA
Subbase Coarse-grained 8.6 2.8 11.4 NA
New Mexico Subgrade Fine-grained 35.1 27.3 62.4 30.0
Ohio Subgrade Fine-grained 42.8 28.4 71.2 15.0
Oklahoma Subgrade Coarse-grained 23.2 13.7 36.9 NA
Texas Subgrade Coarse-grained 10.6 1.1 11.7 NA
Virginia Subgrade Coarse-grained 30.7 12.4 43.1 NA
Wisconsin Subgrade Coarse-grained 7.1 2.5 9.6 NA
Subbase Coarse-grained 8.3 4.3 12.6 NA
NA = not applicable (project is on a coarse-grained subgrade).

 

As seen in table 42 through table 44, test data were not available for all test sections in a particular project. Therefore, for analysis purposes, a single value of a test parameter had to be used for all test sections in an SPS-1 project.

CLASSIFICATION OF SPS-1 PROJECTS ACCORDING TO SUBGRADE TYPE AND ENVIRONMENTAL ZONES

Table 47 shows the following information for the SPS-1 projects: environmental zone, subgrade type, average age of the sections in the project at the last profile date used for analysis, and average time span over which center of the lane data were collected at the sections in the project.

Table 47. Summary of subgrade type, environmental region, and time period over which center of the lane data were collected at SPS-1 projects.

Project
Location
Section
Numbers
in Project
Environmental
Zone
Subgrade
Type
Average Age
of Sections at
Last Profile
Date Used
for Analysis
(Years)
Average Time
Span Over
Which Center
Lane Data
Were Collected
(Years)
Alabama 1–12 WNF Fine-grained 11.4 7.0
Arizona 13–24 DNF Coarse-grained 10.3 6.8
Arkansas 13–24 WNF Coarse-grained 12.4 9.6
Delaware 1–12 WNF Coarse-grained 10.1 9.0
Florida 1–12 WNF Coarse-grained 16.3 15.1
Iowa 1–12 WF Fine-grained 8.0 3.7
Kansas 1–12 WF Coarse-grained 7.5 4.2
Louisiana 13–24 WNF Fine-grained 14.6 14.2
Michigan 13–24 WF Fine-grained 6.6 5.0
Montana 13–24 DF Coarse-grained 11.8 11.7
Nebraska 13–24 WF Fine-grained 4.7 3.1
Nevada 1–12 DF Coarse-grained 12.1 10.4
New Mexico 1–12 DNF Fine-grained 10.5 9.2
Ohio 1–12 WF Fine-grained 10.1 7.1
Oklahoma 13–24 WNF Coarse-grained 13.1 12.7
Texas 13–24 WNF Coarse-grained 4.3 3.0
Virginia 13–24 WNF Coarse-grained 16.1 11.4
Wisconsin 13–24 WF Coarse-grained 10.4 10.3

 

Table 48 shows the SPS-1 projects classified according to the subgrade type and environmental zone. This table shows the SPS-1 projects are not balanced over the subgrade types and the environmental zones. Eleven SPS-1 projects are located on coarse-grained subgrade compared to seven projects that are located on fine-grained subgrade. A third of the SPS-1 projects are located in the WNF zone on a coarse-grained subgrade.

Table 48. SPS-1 projects classified according to subgrade type and environmental region.

Environmental
Zone
Subgrade Type
Fine-Grained Coarse-Grained
DNF New Mexico (1–12) Arizona (13–24)
DF None Montana (13–24)
Nevada (1–12)
WNF Alabama (1–12)
Louisiana (13–24)
Arkansas (13–24)
Delaware (1–12)
Florida (1–12)
Oklahoma (13–24)
Texas (13–24)
Virginia (13–24)
WF Iowa (1–12) Kansas (1–12)
Wisconsin (13–24)
Michigan (13–24)
Nebraska (13–24)
Ohio (1–12)

 

 

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