Sándor Baran

Sándor Baran

Debreceni Egyetem

H-index: 19

Europe-Hungary

About Sándor Baran

Sándor Baran, With an exceptional h-index of 19 and a recent h-index of 15 (since 2020), a distinguished researcher at Debreceni Egyetem, specializes in the field of probabilistic weather forecasting, statistics, applied statistics, random fields.

His recent articles reflect a diverse array of research interests and contributions to the field:

Clustering-based spatial interpolation of parametric post-processing models

A two‐step machine‐learning approach to statistical post‐processing of weather forecasts for power generation

Machine learning-based discrete post-processing of visibility ensemble forecasts

Machine learning-based parametric post-processing of solar irradiance ensemble forecasts

Comparison of multivariate post‐processing methods using global ECMWF ensemble forecasts

Sugárzásra és magassági szélre vonatkozó rövidtávú előrejelzések operatív statisztikai utófeldolgozása= Operational statistical post-processing of short-range global radiation …

Parametric model for post-processing visibility ensemble forecasts

Statistical post‐processing of visibility ensemble forecasts

Sándor Baran Information

University

Position

Associate Professor

Citations(all)

1239

Citations(since 2020)

732

Cited By

814

hIndex(all)

19

hIndex(since 2020)

15

i10Index(all)

34

i10Index(since 2020)

18

Email

University Profile Page

Debreceni Egyetem

Google Scholar

View Google Scholar Profile

Sándor Baran Skills & Research Interests

probabilistic weather forecasting

statistics

applied statistics

random fields

Top articles of Sándor Baran

Title

Journal

Author(s)

Publication Date

Clustering-based spatial interpolation of parametric post-processing models

arXiv preprint arXiv:2401.14393

Sándor Baran

Mária Lakatos

2024/1/25

A two‐step machine‐learning approach to statistical post‐processing of weather forecasts for power generation

Quarterly Journal of the Royal Meteorological Society

Ágnes Baran

Sándor Baran

2024/1

Machine learning-based discrete post-processing of visibility ensemble forecasts

Maria Nagy-Lakatos

Sandor Baran

2024/3/7

Machine learning-based parametric post-processing of solar irradiance ensemble forecasts

Sándor Baran

Ágnes Baran

2024/3/7

Comparison of multivariate post‐processing methods using global ECMWF ensemble forecasts

Quarterly Journal of the Royal Meteorological Society

Mária Lakatos

Sebastian Lerch

Stephan Hemri

Sándor Baran

2023/4

Sugárzásra és magassági szélre vonatkozó rövidtávú előrejelzések operatív statisztikai utófeldolgozása= Operational statistical post-processing of short-range global radiation …

LÉGKÖR

Gabriella Szépszó

Ágnes Baran

Sándor Baran

Katalin Jávorné Radnóczi

Miklós Kornyik

2023

Parametric model for post-processing visibility ensemble forecasts

arXiv preprint arXiv:2310.16824

Ágnes Baran

Sándor Baran

2023/10/25

Statistical post‐processing of visibility ensemble forecasts

Meteorological Applications

Sándor Baran

Mária Lakatos

2023/9

Parametric Postprocessing of Dual-Resolution Precipitation Forecasts

Weather and Forecasting

Marianna Szabó

Estíbaliz Gascón

Sándor Baran

2023/8

Restoration of temporal dependence in post-processed ensemble forecasts

EGU General Assembly Conference Abstracts

Mária Lakatos

Sándor Baran

2022/5

Post-processing of Ensemble Forecasts of Various Weather and Hydrological Quantities Using Statistical and Machine Learning Methods

Mehrez El Ayari

Sándor Baran

2022

Calibration of wind speed ensemble forecasts for power generation

arXiv preprint arXiv:2104.14910

Sándor Baran

Ágnes Baran

2021/4/30

Machine learning for total cloud cover prediction

Neural Computing and Applications

Agnes Baran

Sebastian Lerch

Mehrez El Ayari

Sándor Baran

2021/4

Post-processing methods for calibrating the wind speed forecasts in central regions of Chile

Annales Mathematicae et Informaticae

Mailiu Díaz

Orietta Nicolis

Julio César Marín

Sándor Baran

2021

Truncated generalized extreme value distribution‐based ensemble model output statistics model for calibration of wind speed ensemble forecasts

Environmetrics

Sándor Baran

Patrícia Szokol

Marianna Szabó

2021/9

Post-processing numerical weather prediction ensembles for probabilistic solar irradiance forecasting

Solar Energy

Benedikt Schulz

Mehrez El Ayari

Sebastian Lerch

Sándor Baran

2021/5/15

Statistical post‐processing of heat index ensemble forecasts: is there a royal road?

Quarterly Journal of the Royal Meteorological Society

Sándor Baran

Ágnes Baran

Florian Pappenberger

Zied Ben Bouallegue

2020/10

Supplementary material to" Simulation-based comparison of multivariate ensemble post-processing methods"

Sebastian Lerch

Sándor Baran

Annette Christine Möller

Jürgen Groß

Roman Schefzik

...

2020

Probabilistic Models in Weather Forecasting/Valószínűségi modellek az időjárás-előrejelzésben

Sándor Baran

2020/9/25

Various Approaches to Statistical Calibration of Ensemble Weather Forecasts

ERCIM News

Sándor Baran

Annette Christine Möller

2020

See List of Professors in Sándor Baran University(Debreceni Egyetem)

Co-Authors

H-index: 27
Lars Rosen

Lars Rosen

Chalmers tekniska högskola

H-index: 25
Kukush Alexander

Kukush Alexander

Taras Shevchenko National University of Kyiv

H-index: 21
Sebastian Lerch

Sebastian Lerch

Karlsruher Institut für Technologie

H-index: 20
Gyula Pap

Gyula Pap

Szegedi Tudományegyetem

H-index: 19
Stefan Oniga/Oniga István

Stefan Oniga/Oniga István

Universitatea Technica din Cluj-Napoca

H-index: 16
Márton Ispány

Márton Ispány

Debreceni Egyetem

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