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2025	Overlapping complexities regarding artificial intelligence and other advanced technologies in professional learning Professional Development in Education Mary Rice, Rebecca Quintana, Alex Alexandrou
2025	An intelligent plant watering decision support system for drought monitoring & analysis based on AIoT and an LSTM time-series framework Internet of Things Yao-Cheng Lin, Tin-Yu Wu, Chu-Fu Wang, Jheng-Yang Ou, Te-Chang Hsu, Shiyang Lyu, Ling Cheng, Yu-Xiu Lin, David Taniar
2025	A comprehensive review of crop stress detection: destructive, non-destructive, and ML-based approaches Frontiers in Plant Science Aman Muhammad, Zahid Ullah Khan, Javed Khan, Abdul Sattar Mashori, Aamir Ali, Nida Jabeen, Ziqi Han, Fuzhong Li
2025	Emerging Technologies for Precision Crop Management Towards Agriculture 5.0: A Comprehensive Overview Agriculture Mohamed Farag Taha, Hanping Mao, Zhao Zhang, Gamal Elmasry, Mohamed A. Awad, Alwaseela Abdalla, Samar Mousa, Abdallah Elshawadfy Elwakeel, Osama Elsherbiny
2025	Opportunities and limits of image-based plant stress phenotyping: detecting plant salt stress status using machine learning techniques Botanical Journal of the Linnean Society Giorgia Del Cioppo, Simone Scalabrino, Gabriella Stefania Scippa, Dalila Trupiano
2025	Approaches and challenges in machine learning for monitoring agricultural products and predicting plant physiological responses to biotic and abiotic stresses Current Plant Biology Saeedeh Zarbakhsh, Fazilat Fakhrzad, Dragana Rajkovic, Gniewko Niedbała, Magdalena Piekutowska
2025	MF-FusionNet: A Lightweight Multimodal Network for Monitoring Drought Stress in Winter Wheat Based on Remote Sensing Imagery Agriculture Qiang Guo, Bo Han, Pengyu Chu, Yiping Wan, Jingjing Zhang
2025	Enhancing drought prediction through machine learning: advanced techniques combining phenotypic and agrometeorological data Smart Agricultural Technology Efrem Yohannes Obsie, Yongguo Liu
2025	An explainable vision transformer with transfer learning based efficient drought stress identification Plant Molecular Biology Aswini Kumar Patra, Ankit Varshney, Lingaraj Sahoo
2025	A comprehensive review of AI-driven plant stress monitoring and embedded sensor technology: Agriculture 5.0 Journal of Industrial Information Integration Biplob Dey, Romel Ahmed
2024	Explainable light-weight deep learning pipeline for improved drought stress identification Frontiers in Plant Science Aswini Kumar Patra, Lingaraj Sahoo
2024	Artificial Intelligence for Maximizing Agricultural Input Use Efficiency: Exploring Nutrient, Water and Weed Management Strategies Phyton Sumit Sow, Shivani Ranjan, Mahmoud F. Seleiman, Hiba M. Alkharabsheh, Mukesh Kumar, Navnit Kumar, Smruti Ranjan Padhan, Dhirendra Kumar Roy, Dibyajyoti Nath, Harun Gitari, Daniel O. Wasonga
2024	Leveraging machine learning to unravel the impact of cadmium stress on goji berry micropropagation PLOS ONE Musab A. Isak, Taner Bozkurt, Mehmet Tütüncü, Dicle Dönmez, Tolga İzgü, Özhan Şimşek
2024	Machine Learning Offers Insights into the Impact of In Vitro Drought Stress on Strawberry Cultivars Agriculture Özhan Şimşek
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