Malinowska Iwona

Malinowska Iwona

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Publications

  1. 2019, The use of mixed TBATS and SVM model to forecast the minimum and maximum air temperature for various climatic locations in Europe in the agricultural context, 2nd International Conference ''Agrophysics Trends: from actual challenges in arable farming and crop growing towards advanced technologies” devoted to the 90th Anniversary of Academician Eugene Ermakov”, Sankt Petersburg, Rosja, 2-4.10.2019,
  2. 2020, Modeling of air temperatures using a combination of TBATS and SVM models for various climatic locations in Europe, Konferencja EGU General Assembly 2020: 4-8.05.2020, Wiedeń, Austria, EGU2020-22227
  3. 2019, Zastosowanie modelu SVM/TBATS do prognozowania minimalnej i maksymalnej temperatury powietrza w kontekście rolniczym, II Konferencja Doktorantów „Cztery Żywioły – Wpółczesne Problemy w Naukach o Życiu”, Lublin, 24.10.2019 r., str. 7
  4. 2020, Combined TBATS and SVM model of minimum and maximum air temperatures applied to wheat yield prediction at different locations in Europe, Agricultural and Forest Meteorology, 281(107827), str 1-19, DOI: 10.1016/j.agrformet.2019.107827
  5. 2018, Minimum and maximum air temperatures modelling with TBATS and SVM for various climatic localizations in Europe, 12th International Conference on Agrophysics: Soil, Plant & Climate, Lublin 17-19.09.2018 r., str. 171
  6. 2018, Forecasting Minimum and Maximum Air Temperature Using Combined TBATS and SVM Methods, 17th International Workshop for Young Scientists „BioPhys Spring 2018”, Nitra, Slovakia 15-18.05.2018 r., str. 26
  7. 2018, Forecasting daily meteorological time series using ARIMA and regression models, International Agrophysics, 32: 253-264
  8. 2018, Zastosowanie modeli TBATS i SVM do prognozowania minimalnej i maksymalnej temperatury powietrza na podstawie meteorologicznych szeregów czasowych, W: "Nauka i przemysł - lubelskie spotkania studenckie", Praca zbiorowa, Red. Dorota Kołodyńska; Wyd. UMCS w Lublinie; ISBN 978-83-945225-5-1, str. 182-183
  9. 2017, Forecasting of meteorological time series using combined tbats and svm methods, 16th International Workshop for Young Scientists „BioPhys Spring 2017”, Lublin, Poland, 1-3.06.2017, str. 45-46
  10. 2016, Statistical modelling of agrometeorological time series by exponential smoothing, International Agrophysics, 30(1): 57-65
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