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RETRACTED: Analytical model of reliability of the freight rail transportation forecasting system
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Traffic organization and transport forecast for the proposed Otwock – Karczew railway line
Published 2023-08-01“…It is assumed that the existing route of Fast Urban Railway line would be extended or a new circle line would be launched. Transport forecasts were developed using the Polish Integrated Traffic Model. …”
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Post-Recession Recovery in US Air Transport: Forecasting with a Temporal Causal Model
Published 2025-01-01“…A temporal causal model, integrating air transport and socio-economic metrics, is introduced to improve passenger air transport forecasting. Forecasted values from the temporal causal model and an ARIMA model were compared with actual realized traffic to assess the quality and accuracy of the models. …”
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High-Resolution Flow and Phosphorus Forecasting Using ANN Models, Catering for Extremes in the Case of the River Swale (UK)
Published 2025-01-01Subjects: “…pollutant transport forecast…”
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Sunsetting skim matrices: A trajectory-mining approach to derive travel time skim matrix in dynamic traffic assignment for activity-base model integration
Published 2020-11-01“…The travel impedance skim matrix is one of the most essential intermediate products within transportation forecasting models and is a fundamental input for activity-based transportation forecasting models. …”
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Road Freight Demand Forecasting Using National Accounts’ Data—The Case of Cereals
Published 2024-11-01“…This paper investigates the potential of utilising historical agricultural production data for enhancing road freight transport forecasting, focusing on cereal production. This study applies a multiple linear regression analysis using national statistical accounts and secondary data. …”
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Impact of Airborne Radio Occultation Observations on Short Term Precipitation Forecasts of an Atmospheric River
Published 2025-07-01“…The results show that ARO assimilation corrects moisture, temperature, and wind fields, and reduces the error in the integrated vapor transport forecast at landfall. The changes mitigate overestimated precipitation in mountainous regions of Washington and Idaho.…”
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Testing microsimulation uncertainty of the parcel-based space development module of the Baltimore PECAS Demo Model
Published 2020-05-01“…This paper studies the dynamics or uncertainty of outputs of the parcel-based space development module of an integrated land-use and transport forecasting model—the Baltimore PECAS Demo Model. …”
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The interaction of spatial planning and transport policy: A regional perspective on sprawl
Published 2014-03-01“…We link a multi-region computable general equilibrium model that incorporates elements of the new economic geography with a transport forecast model. The general equilibrium model illustrates residential choice between urban and peripheral regions, while the transport model depicts the transport implications thereof. …”
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Quantum neural networks with data re-uploading for urban traffic time series forecasting
Published 2025-06-01“…In this endeavor we explore the application of Quantum Neural Networks (QNN), and, notably, we present the first application of quantum data re-uploading in the context of transport forecasting. This technique allows quantum models to better capture complex patterns, such as traffic dynamics, by repeatedly encoding classical data into a quantum state. …”
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