Calibration/development of safety performance functions for New Jersey

K Ozbay, H Nassif, B Bartin, C Xu, A Bhattacharyya - 2019 - rosap.ntl.bts.gov
Safety Performance Functions (SPFs) in the Highway Safety Manual (HSM) were developed
using historic crash data collected in different states. Because local state or geographic …

Development of a large-scale horizontal curve inventory for safety analysis using open GIS data

H Ge, S Qiu, Q Hou, J Wang, C Ai - Intelligent Transportation …, 2024 - academic.oup.com
Horizontal curves are crucial for the safety and mobility of roadways. To enhance the
understanding of these curves, transportation agencies are investigating methods to …

Estimating roadway horizontal alignment from geographic information systems data: An artificial neural network–based approach

B Bartin, M Jami, K Ozbay - Journal of Surveying Engineering, 2023 - ascelibrary.org
Estimating horizontal alignment using discretized roadway data points, such as GIS maps, is
complicated because the number of curved and tangent segments and their start and end …

Efficient Extraction of Horizontal and Vertical Alignment Information for Roadways Using Public Data and Open Application Programming Interfaces

X Yang, J Das - Transportation Research Record, 2024 - journals.sagepub.com
An open-source program was developed to extract horizontal and vertical alignment
information from roadways using public data and open application programming interfaces …

Estimating Urban Traffic Safety and Analyzing Spatial Patterns through the Integration of City-Wide Near-Miss Data: A New York City Case Study.

C Xu, J Gao, F Zuo, K Ozbay - Applied Sciences (2076-3417 …, 2024 - search.ebscohost.com
City-wide near-miss data can be beneficial for traffic safety estimation. In this study, we
evaluate urban traffic safety and examine spatial patterns by incorporating city-wide near …

Automatic Identification of Roadway Horizontal Alignment Information Using Geographic Information System Data: CurvS Tool

B Bartin, S Demiroluk, K Ozbay… - Transportation research …, 2022 - journals.sagepub.com
This paper introduces CurvS, a web-based tool for researchers and analysts that
automatically extracts, visualizes, and analyzes roadway horizontal alignment information …

Estimating roadway horizontal alignment using artificial neural network

B Bartin, M Jami, K Ozbay - 2021 IEEE International Intelligent …, 2021 - ieeexplore.ieee.org
This paper presents a novel approach for extracting horizontal alignment data from
Geographic Information Systems (GIS) centerline shapefiles. Estimating the road horizontal …

[PDF][PDF] Estimation of Road Horizontal Alignment Using Public Bus GPS Data

B Bartin, M Jami, K Ozbay - c2smarter.engineering.nyu.edu
This paper introduces an innovative, cost-effective, and efficient method for extracting road
horizontal alignment using GPS data collected from public transit buses. An Artificial Neural …