Browsing by Author "Rátonyi, Tamás"
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A bibliographic review of climate change and fertilization as the main drivers of maize yield: implications for food security
Ocwa, Akasairi; Harsanyi, Endre; Széles, Adrienn; Holb, Imre János; Szabó, Szilárd; Rátonyi, Tamás; Mohammed, Safwan (Springer, 2023-06)Introduction Crop production contribution to food security faces unprecedented challenge of increasing human population. This is due to the decline in major cereal crop yields including maize resulting from climate change ... -
Data Mining and Machine Learning Algorithms for Optimizing Maize Yield Forecasting in Central Europe
Harsányi, Endre; Bashir, Bashar; Arshad, Sana; Ocwa, Akasairi; Vad, Attila; Alsalman, Abdullah; Mohammed, Safwan; Széles, Adrienn; Hijazi, Omar; Rátonyi, Tamás; Bácskai, István (MDPI, 2023-05)Artificial intelligence, specifically machine learning (ML), serves as a valuable tool for decision support in crop management under ongoing climate change. However, ML implementation to predict maize yield is still ... -
Maize Grain Yield and Quality Improvement Through Biostimulant Application: a Systematic Review
Ocwa, Akasairi; Mohammed, Safwan; Mousavi, Seyed Mohammad Nasir; Illés, Árpád; Bojtor, Csaba; Ragán, Péter; Rátonyi, Tamás; Harsányi, Endre (Springer, 2024-02)Increasing the productivity of cereals such as maize while protecting the environment remains a fundamental impetus of healthy food production systems. The use of biostimulants is one of the sustainable strategies to ...