Search Results - "Primož Mlakar"
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Integrated system for population dose calculation and decision making on protection measures in case of an accident with air emissions in a nuclear power plant
Published in The Science of the total environment (20-05-2019)“…The accidents in Chernobyl and Fukushima remind us that nuclear power plants should continuously invest resources in improving safety and in risk management…”
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Data-driven method for the improving forecasts of local weather dynamics
Published in Engineering applications of artificial intelligence (01-10-2021)“…This paper describes the modeling approach for lower atmosphere dynamics in a selected location. The purpose of this model is to provide short-term and…”
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Observational Investigation of the Statistical Properties of Surface-Layer Turbulence in a Suburban Area of São Paulo, Brazil: Objective Analysis of Scaling-Parameter Accuracy and Uncertainties
Published in Boundary-layer meteorology (01-11-2022)“…Statistical properties of turbulence, specifically variances of velocity components, temperature, water vapor, and carbon dioxide densities, are…”
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Surrogate modelling for the forecast of Seveso-type atmospheric pollutant dispersion
Published in Stochastic environmental research and risk assessment (2023)“…This paper presents a framework for the development of a computationally-efficient surrogate model for air pollution dispersion. Numerical simulation of air…”
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Relative doses instead of relative concentrations for the determination of the consequences of the radiological atmospheric releases
Published in Journal of environmental radioactivity (01-01-2019)“…Radiological atmospheric releases require population dose calculation for proper determination of preventive measures. The old concept of relative…”
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Surrogate tree ensemble model representing 2D population doses over complex terrain in the event of a radiological release into the air
Published in Progress in nuclear energy (New series) (01-04-2023)“…Atmospheric dispersion models predict the dispersion of harmful substances in case of accidents at industrial facilities and nuclear power plants (NPPs)…”
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Spatially transferable regional model for half-hourly values of diffuse solar radiation for general sky conditions based on perceptron artificial neural networks
Published in Renewable energy (01-04-2017)“…We describe a procedure to build an artificial neural network model of half-hourly values of diffuse solar radiation at the surface that can be repeated for…”
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On-line algorithm for ground-level ozone prediction with a mobile station
Published in Atmospheric environment (1994) (01-04-2016)“…It is important to be able to predict high concentrations of tropospheric ozone and to inform the population about any violations of air-quality standards, as…”
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Fast Numerical Wind Turbine Candidate Site Evaluation
Published in Applied sciences (01-04-2021)“…A long-term measured wind speed time series from the location is typically used when deciding on placing a small wind turbine at a particular location. These…”
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Improving wind vector predictions for modelling of atmospheric dispersion during Seveso-type accidents
Published in Atmospheric pollution research (01-02-2021)“…In case of a major accident involving airborne emissions of harmful gases, a temporary portable meteorological station may be used to improve atmospheric…”
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Hybrid model of the near-ground temperature profile
Published in Stochastic environmental research and risk assessment (01-12-2019)“…The topic of the paper is modelling and prediction of atmospheric variables that are further used for prediction of the consequences of radioactive-material…”
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Improving of local ozone forecasting by integrated models
Published in Environmental science and pollution research international (01-09-2016)“…This paper discuss the problem of forecasting the maximum ozone concentrations in urban microlocations, where reliable alerting of the local population when…”
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Selection of the data time interval for the prediction of maximum ozone concentrations
Published in Stochastic environmental research and risk assessment (01-06-2018)“…This paper highlights the problem of step-length selection for the one-step-ahead prediction of ozone called the data time interval. This is done using a case…”
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Sparse and hybrid modelling of relative humidity: the Krško basin case study
Published in CAAI Transactions on Intelligence Technology (01-03-2020)“…This study describes an application of hybrid modelling for an atmospheric variable in the Krško basin. The hybrid model is a combination of a physics-based…”
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Information system for scientific study of the micrometeorology of karst caves – Case of Postojnska jama cave, Slovenija
Published in Acta carsologica (16-12-2020)“…The paper presents the construction and operation of a cave information system on the example of the Postojnska jama cave. It thoroughly describes the…”
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INFORMATION SYSTEM FOR SCIENTIFIC STUDY OF THE MICROMETEOROLOGY OF KARST CAVES - CASE OF POSTOJNSKA JAMA CAVE, SLOVENIA
Published in Acta carsologica (01-01-2020)“…V članku na primeru Postojnske jame predstavimo izdelavo in delovanje jamskega informacijskega sistema. Podrobno opišemo izdelavo osnovnih gradnikov sistema…”
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Nonlinear data assimilation for the regional modeling of maximum ozone values
Published in Environmental science and pollution research international (01-11-2017)“…We present a new method of data assimilation with the aim of correcting the forecast of the maximum values of ozone in regional photo-chemical models for areas…”
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Radial frequency diagram (sunflower) for the analysis of diurnal cycle parameters: Solar energy application
Published in Applied energy (15-09-2015)“…A new type of graphical presentation showing diurnal cycle of solar energy forecast. The application is possible for other parameters related to weather and…”
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Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique
Published in Applied energy (01-10-2004)“…In this work, a perceptron neural-network technique is applied to estimate hourly values of the diffuse solar-radiation at the surface in São Paulo City,…”
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Regressor selection for ozone prediction
Published in Simulation modelling practice and theory (01-05-2015)“…•Eight regressor-selection methods are utilised in the ozone prediction in the city of Nova Gorica.•Regressors are selected for different models with different…”
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