This study developed a contactless and automated technique to estimate hot-mix asphalt pavement surface friction by combining computer vision image-based 3D reconstruction with machine learning. Existing continuous friction estimation equipment, including high-speed laser scanners, are costly to purchase and operate-limiting routine, frequent monit
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10/05/2026
Al-Qadi, I. L., Golparvar-Fard, M., Fakhreddine, M., Lang, H., & Villamil, W. D. (2026). Computer Vision-Based Contactless Estimation of Asphalt Pavement Surface Friction (Report No. FHWA-ICT-26-017). Illinois Center for Transportation. https://doi.org/10.36501/0197-9191/26-019
Al-Qadi, Imad L., Mani Golparvar-Fard, Mohammad Fakhreddine, Hong Lang, and William D. Villamil. Computer Vision-Based Contactless Estimation of Asphalt Pavement Surface Friction. Report no. FHWA-ICT-26-017. Illinois Center for Transportation, 2026. https://doi.org/10.36501/0197-9191/26-019.
Al-Qadi, Imad L., et al. Computer Vision-Based Contactless Estimation of Asphalt Pavement Surface Friction. Illinois Center for Transportation, 2026, Report no. FHWA-ICT-26-017, ROSA P. https://doi.org/10.36501/0197-9191/26-019.
It has been estimated that over 60 asphalt mix designs are being specified by the various local governments and design consultants in the Denver metropolitan area. As material batches are ordered for delivery to these various agencies, the producers are required to constantly change their mixing formulations and plant operations. This constantly ch
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10/05/2026
Cheever, J., Donnelly, D. E., Ferguson, T., LaForce, B., Potter, D., Sands, S., & Zamora, R. (1994). Denver Metropolitan Area Asphalt Pavement Mix Design Recommendations (Report No. CDOT-DTD-R-94-10). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93745
Cheever, John, Denis, E. Donnelly, Thom Ferguson, Bob LaForce, Dave Potter, Scott Sands, and Rich Zamora. Denver Metropolitan Area Asphalt Pavement Mix Design Recommendations. Report no. CDOT-DTD-R-94-10. Colorado. Department of Transportation, 1994. https://rosap.ntl.bts.gov/view/dot/93745.
Cheever, John, et al. Denver Metropolitan Area Asphalt Pavement Mix Design Recommendations. Colorado. Department of Transportation, 1994, Report no. CDOT-DTD-R-94-10, ROSA P. https://rosap.ntl.bts.gov/view/dot/93745.
The historical background of the Standard Penetration Test (SPT) is reviewed with particular emphasis of those efforts to make dynamic measurements during the driving operation. The mechanics of one dimensional wave propagation is reviewed with emphasis on those aspects of the theory that applies to SPT operations. During the course of the project
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10/05/2026
Goble, G. G., & Aboumatar, H. (1994). Dynamic Measurements on Penetrometers for Determination of Foundation Design Parameters (Report No. CDOH-DTD-R-94). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93744
Goble, G. G. and Hasan Aboumatar. Dynamic Measurements on Penetrometers for Determination of Foundation Design Parameters. Report no. CDOH-DTD-R-94. Colorado. Department of Transportation, 1994. https://rosap.ntl.bts.gov/view/dot/93744.
Goble, G. G., and Hasan Aboumatar Dynamic Measurements on Penetrometers for Determination of Foundation Design Parameters. Colorado. Department of Transportation, 1994, Report no. CDOH-DTD-R-94, ROSA P. https://rosap.ntl.bts.gov/view/dot/93744.
The efficacy of Computer-Based Training (CBT) programs, potentially useful for security checkpoint screener training, will be evaluated at three different airports. Candidates will be trained with one of three CBT programs or the Air Transport Association-approved classroom training program. The Screener Readiness Test, designed to assess screening
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10/05/2026
Klock, B. A., & Fobes, J. L. (1999). Test and Evaluation Plan for Determining Screener Training Effectiveness (Report No. DOT/FAA/AR-99142). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93743
Klock, Brenda A. and J. L. Fobes. Test and Evaluation Plan for Determining Screener Training Effectiveness. Report no. DOT/FAA/AR-99142. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999. https://rosap.ntl.bts.gov/view/dot/93743.
Klock, Brenda A., and J. L. Fobes Test and Evaluation Plan for Determining Screener Training Effectiveness. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999, Report no. DOT/FAA/AR-99142, ROSA P. https://rosap.ntl.bts.gov/view/dot/93743.
Airport observations of screener on-the-job training indicated the need for a standardized set of performance evaluation objectives for each checkpoint task (X-ray, magnetometer, wanding/physical search, bag check, and exit lane). These objectives were based on the critical skills and abilities identified in the first phase of this effort. These ou
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10/05/2026
Monichetti, S. B., Fobes, J. L., & Neiderman, E. C. (1999). Aviation Screener On-the-Job Training Assessment - Content Outlines (Report No. DOT/FAA/AR-99/36). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93742
Monichetti, Susan B., J. L. Fobes, and Eric C. Neiderman. Aviation Screener On-the-Job Training Assessment - Content Outlines. Report no. DOT/FAA/AR-99/36. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999. https://rosap.ntl.bts.gov/view/dot/93742.
Monichetti, Susan B., et al. Aviation Screener On-the-Job Training Assessment - Content Outlines. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999, Report no. DOT/FAA/AR-99/36, ROSA P. https://rosap.ntl.bts.gov/view/dot/93742.
New methods were developed and applied to extract and interpret information from the fracture surfaces of corrosion-fatigue specimens of clad and bare 2024-T3 aluminum sheet. We developed two fracture surface topography analysis methods that characterize the effects of environment and a fracture surface analysis and finite element modeling approach
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10/05/2026
Schmidt, C. G., Kobayashi, T., & Shockey, D. A. (1999). Characterization of Early Stages of Corrosion Fatigue in Aircraft Skin - Phase II: Interpretation of Corrosion-Fatigue Fracture Surfaces in Alclad 2024-T3 Aluminum Alloy Sheet (Report No. DOT/FAA/AR-99/34). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93741
Schmidt, C. G., T. Kobayashi, and D. A. Shockey. Characterization of Early Stages of Corrosion Fatigue in Aircraft Skin - Phase II: Interpretation of Corrosion-Fatigue Fracture Surfaces in Alclad 2024-T3 Aluminum Alloy Sheet. Report no. DOT/FAA/AR-99/34. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999. https://rosap.ntl.bts.gov/view/dot/93741.
Schmidt, C. G., et al. Characterization of Early Stages of Corrosion Fatigue in Aircraft Skin - Phase II: Interpretation of Corrosion-Fatigue Fracture Surfaces in Alclad 2024-T3 Aluminum Alloy Sheet. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1999, Report no. DOT/FAA/AR-99/34, ROSA P. https://rosap.ntl.bts.gov/view/dot/93741.
The primary goal of this study is to develop a procedure to predict scour depths in bedrock that accounts for both the hydraulic conditions at the bridge site and the bedrock's ability to resist erosion. A methodology for determining material erodibility resulting from the erosive power of water has been presented by Annandale (1993, 1995). He intr
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10/05/2026
Smith, S. P. (1994). Preliminary Procedure to Predict Scour in Bedrock (Report No. CDOT-R-SD-94-14). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93740
Smith, Steven P.. Preliminary Procedure to Predict Scour in Bedrock. Report no. CDOT-R-SD-94-14. Colorado. Department of Transportation, 1994. https://rosap.ntl.bts.gov/view/dot/93740.
Smith, Steven P. Preliminary Procedure to Predict Scour in Bedrock. Colorado. Department of Transportation, 1994, Report no. CDOT-R-SD-94-14, ROSA P. https://rosap.ntl.bts.gov/view/dot/93740.
Short-term aging is defined as the hardening or stiffening of the asphalt cement as well as the asphalt cement absorption into the aggregate as a result of the construction process. The asphalt cement ages during construction when the hot mix asphalt (HMA) is at elevated temperatures. This occurs during mixing, storage, hauling, placing, and compac
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10/05/2026
Aschenbrener, T. B., & Far, N. (1994). Short-Term Aging of Hot Mix Asphalt (Report No. CDOT-DTD-R-94-11). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93739
Aschenbrener, Timothy B. and Nava Far. Short-Term Aging of Hot Mix Asphalt. Report no. CDOT-DTD-R-94-11. Colorado. Department of Transportation, 1994. https://rosap.ntl.bts.gov/view/dot/93739.
Aschenbrener, Timothy B., and Nava Far Short-Term Aging of Hot Mix Asphalt. Colorado. Department of Transportation, 1994, Report no. CDOT-DTD-R-94-11, ROSA P. https://rosap.ntl.bts.gov/view/dot/93739.
This report describes the test procedures and results of the Discrete Address Beacon System (DABS) and Air Traffic Control Radar Beacon System (ATCRBS) compatibility studies performed at the Federal Aviation Administration (FAA) Technical Center. Four terminal ATCRBS processors: Automated Radar Terminal System (ARTS III), ARTS IIIA Sensor Receiver
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10/05/2026
Wapelhorst, L., Hazelwood, C., & Pagano, T. (1981). Discrete Address Beacon System (DABS)/Air Traffic Control Radar Beacon System (ATCRBS) Electromagnetic Compatibility Studies (Report No. FAA-RD-8l-l8). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93738
Wapelhorst, Leo, Carl Hazelwood, and Thomas Pagano. Discrete Address Beacon System (DABS)/Air Traffic Control Radar Beacon System (ATCRBS) Electromagnetic Compatibility Studies. Report no. FAA-RD-8l-l8. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1981. https://rosap.ntl.bts.gov/view/dot/93738.
Wapelhorst, Leo, et al. Discrete Address Beacon System (DABS)/Air Traffic Control Radar Beacon System (ATCRBS) Electromagnetic Compatibility Studies. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1981, Report no. FAA-RD-8l-l8, ROSA P. https://rosap.ntl.bts.gov/view/dot/93738.
This report describes a test implementation of DYMOD (a dynamic traffic assignment model) as means of predicting time-varying traffic conditions in a moderate size urban network during congested periods and incidents. The study demonstrates how one component of a future traffic management center (i.e., the dynamic traffic model) can be implemented
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10/05/2026
Janson, B., & Robles, J. (1995). Dynamic Traffic Modelling of the 1-25/HOV Corridor (Report No. CTI-UCD-95-11). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93737
Janson, Bruce and Juan Robles. Dynamic Traffic Modelling of the 1-25/HOV Corridor. Report no. CTI-UCD-95-11. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93737.
Janson, Bruce, and Juan Robles Dynamic Traffic Modelling of the 1-25/HOV Corridor. Colorado. Department of Transportation, 1995, Report no. CTI-UCD-95-11, ROSA P. https://rosap.ntl.bts.gov/view/dot/93737.
This report documents the test done on noise emission levels found on vehicles in Colorado. It justifies modifications of the STAMINA 2.0 traffic noise prediction model for use in Colorado. Vehicle noise emission measurements were made in accordance with FHWA Report No. DP-45-1R. It was determined that STAMINA 2.0 (with FHWA default emission rates)
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10/05/2026
Cohn, L. F. (1995). Reference Energy Mean Emission Levels Used in STAMINA 2.0 for Highway Noise Prediction in the State of Colorado (Report No. CDOT-R-TG-95-6). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93736
Cohn, Louis F.. Reference Energy Mean Emission Levels Used in STAMINA 2.0 for Highway Noise Prediction in the State of Colorado. Report no. CDOT-R-TG-95-6. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93736.
Cohn, Louis F. Reference Energy Mean Emission Levels Used in STAMINA 2.0 for Highway Noise Prediction in the State of Colorado. Colorado. Department of Transportation, 1995, Report no. CDOT-R-TG-95-6, ROSA P. https://rosap.ntl.bts.gov/view/dot/93736.
A study was performed to determine the influence of material properties on the thermal cracking performance of hot mix asphalt (HMA), and to determine the ability to predict thermal cracking from pavements of known field performance. The testing device used to measure the HMA properties was the thermal-stress, restrained-specimen test (TSRST), and
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10/05/2026
Aschenbrener, T. B. (1995). Investigation of Low Temperature Thermal Cracking in Hot Mix Asphalt (Report No. CDOT-DTD-R-95-7). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93735
Aschenbrener, Timothy B.. Investigation of Low Temperature Thermal Cracking in Hot Mix Asphalt. Report no. CDOT-DTD-R-95-7. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93735.
Aschenbrener, Timothy B. Investigation of Low Temperature Thermal Cracking in Hot Mix Asphalt. Colorado. Department of Transportation, 1995, Report no. CDOT-DTD-R-95-7, ROSA P. https://rosap.ntl.bts.gov/view/dot/93735.
This report describes the testing, and construction details of nine test sections with varying textural characteristics. The impacts of various surface textures (sawed vs. tined, longitudinal vs. transverse, and random vs. uniform spacing) on the frictional and noise characteristics of pavement surface were examined. Skid numbers were acquired acco
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10/05/2026
Ardani, A., & Outcalt, W. (. (1995). PCCP Texturing Methods Project IR (CX) 070 - 4 (153) (Report No. CDOT-DTD-R-95-2). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93734
Ardani, Ahmad and William (Skip) Outcalt. PCCP Texturing Methods Project IR (CX) 070 - 4 (153). Report no. CDOT-DTD-R-95-2. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93734.
Ardani, Ahmad, and William (Skip) Outcalt PCCP Texturing Methods Project IR (CX) 070 - 4 (153). Colorado. Department of Transportation, 1995, Report no. CDOT-DTD-R-95-2, ROSA P. https://rosap.ntl.bts.gov/view/dot/93734.
This report describes the procedures, problems, and costs of installation of a keyway type curb. Cost effectiveness of keyway curbs will be evaluated during this study by tracking the performance, durability, and cost of maintaining a section of curb that was installed on US, 24 in Colorado Springs.
10/05/2026
Outcalt, W. (. (1995). Keyway Curb Construction Report (Report No. CDOT-DID-R-95-3). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93733
Outcalt, William (Skip). Keyway Curb Construction Report. Report no. CDOT-DID-R-95-3. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93733.
Outcalt, William (Skip) Keyway Curb Construction Report. Colorado. Department of Transportation, 1995, Report no. CDOT-DID-R-95-3, ROSA P. https://rosap.ntl.bts.gov/view/dot/93733.
Growth in the Denver-metro area has led to an increased impact on the environment due to winter maintenance activities. According to the Regional Air Quality Council, the use of sand as a traction aid contributes up to 45 % of the particulate air pollution (PM10) in the Denver area. The Environmentally Sensitive Sanding and Deicing Practices at the
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10/05/2026
Chang, N. Y., Pearson, W. H., Chang, J. L. J., Gross, A. J., Meyer, M., Jolly, M., Yang, B., & Samour, H. (1995). Environmentally Sensitive Sanding and Deicing Practices (Report No. CDOT-CTI-95-5). Colorado. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/93732
Chang, Nien-Yin, Walter H. Pearson, James L. J. Chang, A. J Gross, Mark Meyer, Marva Jolly, Barbara Yang, and Hellen Samour. Environmentally Sensitive Sanding and Deicing Practices. Report no. CDOT-CTI-95-5. Colorado. Department of Transportation, 1995. https://rosap.ntl.bts.gov/view/dot/93732.
Chang, Nien-Yin, et al. Environmentally Sensitive Sanding and Deicing Practices. Colorado. Department of Transportation, 1995, Report no. CDOT-CTI-95-5, ROSA P. https://rosap.ntl.bts.gov/view/dot/93732.
This report provides an assessment of current devices and technologies which may be applicable to the navigation and control of aircraft and service support vehicles on the airport surface traffic management area. The areas investigated included object sensing systems, object location and detection systems, visual aids, communication and control sy
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10/05/2026
Bagot, K. (1995). Visual Guidance Automation - Technology Assessment Report (Report No. DOT/FAA/CT-95/3). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93731
Bagot, Keith. Visual Guidance Automation - Technology Assessment Report. Report no. DOT/FAA/CT-95/3. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1995. https://rosap.ntl.bts.gov/view/dot/93731.
Bagot, Keith Visual Guidance Automation - Technology Assessment Report. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1995, Report no. DOT/FAA/CT-95/3, ROSA P. https://rosap.ntl.bts.gov/view/dot/93731.
An Automated Weather Observing System (AWOS) was installed at the Federal Aviation Administration (FAA) Technical Center's Interim Concept Development Heliport. This was done in order to evaluate the siting, installation, and operational suitability of the AWOS at a heliport. The principal recommendations of this report have been incorporated in FA
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10/05/2026
Matos, R. A., Sacket, J. R., Shuster, P., & Weiss, R. M. (1986). The Siting, Installation, and Operational Suitability of the Automated Weather Observing System (AWOS) at Heliports (Report No. DOT/FAA/PM-86-30). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93730
Matos, Rene A, John R Sacket, Philip Shuster, and Rosanne M Weiss. The Siting, Installation, and Operational Suitability of the Automated Weather Observing System (AWOS) at Heliports. Report no. DOT/FAA/PM-86-30. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1986. https://rosap.ntl.bts.gov/view/dot/93730.
Matos, Rene A, et al. The Siting, Installation, and Operational Suitability of the Automated Weather Observing System (AWOS) at Heliports. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1986, Report no. DOT/FAA/PM-86-30, ROSA P. https://rosap.ntl.bts.gov/view/dot/93730.
A comprehensive study of the capabilities of the program SOM-LA/TA (Seat Occupant Model -Light Aircraft/Transport Aircraft) has been performed and deficiencies of its occupant models have been identified. For the prediction of occupant head injuries, formulations and mechanisms of head injury have been evaluated. Head-Injury-Criteria (HIC) from ana
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10/05/2026
Lankarani, H. M. (1993). Biodynamics Response for the Evaluation of Aircraft Crash Safety (Report No. DOT/FAA/CT-03-90-C-00044). United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center. https://rosap.ntl.bts.gov/view/dot/93729
Lankarani, Hamid M.. Biodynamics Response for the Evaluation of Aircraft Crash Safety. Report no. DOT/FAA/CT-03-90-C-00044. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1993. https://rosap.ntl.bts.gov/view/dot/93729.
Lankarani, Hamid M. Biodynamics Response for the Evaluation of Aircraft Crash Safety. United States. Department of Transportation. Federal Aviation Administration. William J. Hughes Technical Center, 1993, Report no. DOT/FAA/CT-03-90-C-00044, ROSA P. https://rosap.ntl.bts.gov/view/dot/93729.
The primary objective of this research was to measure the erosion potential of Kansas shales at the surface and near the surface at a relatively shallow depth (2-3 ft). Considering the relationship between shale porosity and erodibility, this research also investigated the role of freeze-thaw cycles on shale porosity to predict a timeline of increa
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10/05/2026
Kulesza, S. E., Chavez, W. F. E., Barman, K., & Castillo, R. (2026). A Study of Intermediate Geomaterials and Highly Erodible Rock [Technical Summary] (Report No. K-TRAN: KSU-22-8). Kansas. Department of Transportation. Bureau of Materials and Research. https://rosap.ntl.bts.gov/view/dot/93728
Kulesza, Stacey E., Wilson F. Espinoza Chavez, Konica Barman, and Rodolfo Castillo. A Study of Intermediate Geomaterials and Highly Erodible Rock [Technical Summary]. Report no. K-TRAN: KSU-22-8. Kansas. Department of Transportation. Bureau of Materials and Research, 2026. https://rosap.ntl.bts.gov/view/dot/93728.
Kulesza, Stacey E., et al. A Study of Intermediate Geomaterials and Highly Erodible Rock [Technical Summary]. Kansas. Department of Transportation. Bureau of Materials and Research, 2026, Report no. K-TRAN: KSU-22-8, ROSA P. https://rosap.ntl.bts.gov/view/dot/93728.
Although substantial research on soil erodibility has recently been conducted at the federal (e.g., NCHRP 915) and state (e.g., K-TRAN: KSU-15-4; K-TRAN: KSU-18-5) levels, information regarding erosion characteristics of rock or intermediate geomaterials, such as shale, is extremely limited. Shale exposure on cut slopes or natural slopes leads to p
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10/05/2026
Kulesza, S. E., Chavez, W. F. E., Barman, K., & Castillo, R. (2026). A Study of Intermediate Geomaterials and Highly Erodible Rock (Report No. K-TRAN: KSU-22-8). Kansas. Department of Transportation. Bureau of Materials and Research. https://rosap.ntl.bts.gov/view/dot/93727
Kulesza, Stacey E., Wilson F. Espinoza Chavez, Konica Barman, and Rodolfo Castillo. A Study of Intermediate Geomaterials and Highly Erodible Rock. Report no. K-TRAN: KSU-22-8. Kansas. Department of Transportation. Bureau of Materials and Research, 2026. https://rosap.ntl.bts.gov/view/dot/93727.
Kulesza, Stacey E., et al. A Study of Intermediate Geomaterials and Highly Erodible Rock. Kansas. Department of Transportation. Bureau of Materials and Research, 2026, Report no. K-TRAN: KSU-22-8, ROSA P. https://rosap.ntl.bts.gov/view/dot/93727.
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