Large-Scale Mobile-Based Analysis for National Travel Demand Modeling

نویسندگان

چکیده

Mobile phones have achieved a high rate of penetration and gained great interest in the field travel behavior studies. However, mobile phone data exploitation for national models has only been sporadically studied thus far. This work focuses on one most extensive cellular surveys its kind carried out far world, which was performed two years between 2018 2019 with participation largest providers Israel, as well leading GPS companies. The large-scale cell survey covered half population using cellphones aged 8+ Israel uncovered local trip patterns, revealing structure nationwide demand. methodology consists following steps: (1) plausibility quality checks operators providers; (2) algorithm development detection, home/work location time accuracy, expansion factors; (3) accuracy test origin–destination matrices at different resolutions, revisions algorithms, reproduction data; (4) validation results by comparison to reliable external sources. are characterized representativeness demand indicate strong correlation other

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ژورنال

عنوان ژورنال: ISPRS international journal of geo-information

سال: 2023

ISSN: ['2220-9964']

DOI: https://doi.org/10.3390/ijgi12090369