Data Analytics Process over Road Accidents Data—A Case Study of Lisbon City

نویسندگان

چکیده

Traffic accidents in urban areas lead to reduced quality of life and added pressure the cities’ infra-structures. In context smart city data is becoming available that allows a deeper analysis phenomenon. We propose fusion process from different information sources like road accidents, weather conditions, local authority reports tools, traffic, fire brigade. These big analytics allow creation knowledge for municipalities using data. Data visualizations picture overview. This paper presents an approach geo-referenced accident-hotspots identification. Using ArcGIS Pro, we apply Kernel Density Hot Spot Analysis (Getis-Ord Gi*) identifying existence black spots terms location evaluate possible human, environmental circumstantial factors may influence severity accidents. The results were validated by expert committee. can be applied other cites wherever this available.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

metrics for the detection of changed buildings in 3d old vector maps using als data (case study: isfahan city)

هدف از این تحقیق، ارزیابی و بهبود متریک های موجود جهت تایید صحت نقشه های قدیمی سه بعدی برداری با استفاده از ابر نقطه حاصل از لیزر اسکن جدید شهر اصفهان می باشد . بنابراین ابر نقطه حاصل از لیزر اسکنر با چگالی حدودا سه نقطه در هر متر مربع جهت شناسایی عوارض تغییر کرده در نقشه های قدیمی سه بعدی استفاده شده است. تمرکز ما در این تحقیق بر روی ساختمان به عنوان یکی از اصلی ترین عارضه های شهری می باشد. من...

Detection and Evaluation of Road Defects Effective in Accidents: A Case Study of Tehran City

 Detection and Evaluation of Road Defects Effective in Accidents: A Case Study of Tehran City Mohammadreza Mehmandar 1, Mohammad Ariana 2, Ehsan Khalili 3 *, Tofigh Mobaderi 4 1 Faculty of Traffic Police, Amin Police University, Tehran, Iran 2 Tehran Traffic Police, Tehran, Iran 3 Department of Control, School of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, ...

متن کامل

ROAD DATA INFORMATION SYSTEM; BUDAPEST CASE STUDY

Budapest Közút is developing ROad Data Information System based on mobile laser scanning since 2013. All public roads (cca. 5000 km) are surveyed by MLS (Riegl VMX450) in survey grade accuracy and all visible road assets has been digitized and loaded to a complex 3D GIS environment. Since the first full coverage had been done in 2014 the whole city has also been updated - being one of the few l...

متن کامل

a study on insurer solvency by panel data model: the case of iranian insurance market

the aim of this thesis is an approach for assessing insurer’s solvency for iranian insurance companies. we use of economic data with both time series and cross-sectional variation, thus by using the panel data model will survey the insurer solvency.

Relationship analysis and the effect of climatic variables on road accidents (Case study Germi-Ardabil route)

Abastract Introduction Road accidents is the outcome of driver behavior, road condition, vehicle status, and environmental factors. Therefore, identification and assessment of effective parameters on road accidents can be considered as an appropriate way to reduce the accident events, driving violations and increase the road safety. Determining the effects of meteorological factors on the ro...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: ISPRS international journal of geo-information

سال: 2022

ISSN: ['2220-9964']

DOI: https://doi.org/10.3390/ijgi11020143