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Magdalena Piekutowska

Observed name: Piekutowska, Magdalena
ORCID: 0000-0002-5301-4719
Observed ORCID: 0000-0002-5301-4719
OpenAlex ID: A5028715316
The Application of Multiple Linear Regression and Artificial Neural Network Models for Yield Prediction of Very Early Potato Cultivars before Harvest
2021 · Magdalena Piekutowska, Gniewko Niedbała, et al. · Agronomy · 136
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Selection of Independent Variables for Crop Yield Prediction Using Artificial Neural Network Models with Remote Sensing Data
2021 · Patryk Hara, Magdalena Piekutowska, et al. · Land · 134
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Seed Priming Boost Adaptation in Pea Plants under Drought Stress
2021 · Sally A. Arafa, Kotb A. Attia, et al. · Plants · 75
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A Comprehensive Review about the Molecular Structure of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): Insights into Natural Products against COVID-19
2021 · Essa M. Saied, Yousra A. El-Maradny, et al. · Pharmaceutics · 62
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Roles of Exogenous α-Lipoic Acid and Cysteine in Mitigation of Drought Stress and Restoration of Grain Quality in Wheat
2021 · Amr Elkelish, Mohamed M. El-Mogy, et al. · Plants · 58
Application of Artificial Neural Networks for Yield Modeling of Winter Rapeseed Based on Combined Quantitative and Qualitative Data
2019 · Gniewko Niedbała, Magdalena Piekutowska, et al. · Agronomy · 40
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Approaches and challenges in machine learning for monitoring agricultural products and predicting plant physiological responses to biotic and abiotic stresses
2025 · Saeedeh Zarbakhsh, Fazilat Fakhrzad, et al. · Current Plant Biology · 37
Multicriteria Prediction and Simulation of Winter Wheat Yield Using Extended Qualitative and Quantitative Data Based on Artificial Neural Networks
2019 · Gniewko Niedbała, Krzysztof Nowakowski, et al. · Applied Sciences · 37
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Machine Learning Analysis of the Impact of Silver Nitrate and Silver Nanoparticles on Wheat (Triticum aestivum L.): Callus Induction, Plant Regeneration, and DNA Methylation
2023 · Aras Türkoğlu, Kamil Haliloğlu, et al. · Plants · 31
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Review of Methods and Models for Potato Yield Prediction
2025 · Magdalena Piekutowska, Gniewko Niedbała · Agriculture · 30
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Modeling Callus Induction and Regeneration in Hypocotyl Explant of Fodder Pea (Pisum sativum var. arvense L.) Using Machine Learning Algorithm Method
2023 · Aras Türkoğlu, Parisa Bolouri, et al. · Agronomy · 28
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Genetic Diversity and Population Structure in Bread Wheat Germplasm from Türkiye Using iPBS-Retrotransposons-Based Markers
2023 · Kamil Haliloğlu, Aras Türkoğlu, et al. · Agronomy · 28
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Genotype–Trait (GT) Biplot Analysis for Yield and Quality Stability in Some Sweet Corn (Zea mays L. saccharata Sturt.) Genotypes
2023 · Atom Atanasio Ladu Stansluos, Ali Öztürk, et al. · Agronomy · 26
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Genetic Characterization and Agronomic Evaluation of Drought Tolerance in Ten Egyptian Wheat (Triticum aestivum L.) Cultivars
2022 · Mohamed A. Emam, Amal M. Abd EL-Mageed, et al. · Agronomy · 26
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Prediction of Potato (Solanum tuberosum L.) Yield Based on Machine Learning Methods
2023 · Jarosław Kurek, Gniewko Niedbała, et al. · Agriculture · 25
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Prediction of Pea (Pisum sativum L.) Seeds Yield Using Artificial Neural Networks
2023 · Patryk Hara, Magdalena Piekutowska, et al. · Agriculture · 25
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Diversity of Toxigenic Fungi in Livestock and Poultry Feedstuffs
2022 · Eman Khalifa, Marwa T. Mohesien, et al. · International Journal of Environmental Research and Public Health · 24
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Somaclonal Variation for Genetic Improvement of Starch Accumulation in Potato (Solanum tuberosum) Tubers
2023 · Walaa M. R. M. Adly, Gniewko Niedbała, et al. · Plants · 23
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Insights into the Bioprospecting of the Endophytic Fungi of the Medicinal Plant Palicourea rigida Kunth (Rubiaceae): Detailed Biological Activities
2021 · Igor Romeiro dos Santos, Ahmed M. Abdel-Azeem, et al. · Journal of Fungi · 20
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Insights into Drought Tolerance of Tetraploid Wheat Genotypes in the Germination Stage Using Machine Learning Algorithms
2024 · Berk Benlioğlu, Fatih Demirel, et al. · Agriculture · 19
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Prediction of Protein Content in Pea (Pisum sativum L.) Seeds Using Artificial Neural Networks
2022 · Patryk Hara, Magdalena Piekutowska, et al. · Agriculture · 19
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Degree of Biomass Conversion in the Integrated Production of Bioethanol and Biogas
2021 · Krzysztof Pilarski, Agnieszka A. Pilarska, et al. · Energies · 19
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Application of Artificial Neural Network Sensitivity Analysis to Identify Key Determinants of Harvesting Date and Yield of Soybean (Glycine max [L.] Merrill) Cultivar Augusta
2022 · Gniewko Niedbała, Danuta Kurasiak-Popowska, et al. · Agriculture · 18
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New Trends and Challenges in Precision and Digital Agriculture
2023 · Gniewko Niedbała, Magdalena Piekutowska, et al. · Agronomy · 16
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Application of Artificial Neural Networks Sensitivity Analysis for the Pre-Identification of Highly Significant Factors Influencing the Yield and Digestibility of Grassland Sward in the Climatic Conditions of Central Poland
2022 · Gniewko Niedbała, Barbara Wróbel, et al. · Agronomy · 16
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Works count: 50
Citation count: 1,080
H-index: 19
I10-index: 29
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