AI and data analytics in precision agriculture for sustainable development / Sita Rani ... [et al.] editors

• Pubblicazione: Cham, : Springer, 2025
• Descrizione fisica: 1 testo elettronico (XIII, 352 p. : ill.)
• Soggetto non controllato: Artificial Intelligence; Computational Intelligence; Crop Monitoring; Data Analytics; Decision Making; Machine Learning; Precision Farming; Resource Optimization; Smart Agriculture; Sustainable Development
• Persona (resp. second.): Rani, Sita
• Sommario/riassunto: This book offers a comprehensive analysis of artificial intelligence (AI) and data analytics in precision agriculture. The integration of technology in agriculture is revolutionizing traditional farming practices, paving the way for sustainability. Precision farming, powered by AI, IoT, and big data, optimizes resource use by enabling real-time monitoring of soil health, weather conditions, and crop growth. Automated irrigation systems and drones reduce water wastage and enhance productivity. Biotechnology advances, such as genetically modified crops and CRISPR gene editing, improve yield, pest resistance, and climate adaptability. Vertical farming and hydroponics offer space-efficient solutions, minimizing land degradation and water consumption. Robotics and autonomous machinery streamline labor-intensive tasks, reducing reliance on chemical inputs. (Estratto dal sito dell'editore)
• Titolo autorizzato: AI and Data Analytics in Precision Agriculture for Sustainable Development
• ISBN: 978-30-319-3086-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00301121
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: https://doi.org/10.1007/978-3-031-93087-4
• Serie: Studies in computational intelligence Cham . -Springer , 2005- ; 1215