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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Geowissenschaft Smart Agricultural Technologies for Climate Resilience
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Smart Agricultural Technologies for Climate Resilience
Mohammad Yaseen Mir, Javid Ahmad Parray, Amjad M. Husaini (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
This book connects agri-food 4.0 technology with climate-smart agriculture (CSA) to mitigate the bidirectional relationship between the agricultural sector and global warming and the associated risks within the agri-food industry. Furthermore, traditional farming methods face threats from declining natural resources, including clean water and fertile soil, essential for food production. In light… of this information, the integration of intelligent sensors and advanced technologies is transforming precision agriculture. This book provides insights into current research, focusing on combining smart sensors with the Internet of Things (IoT), big data analytics, and Artificial Intelligence (AI). The goal is to shift towards farming practices that are more sustainable and efficient. Traditional monitoring methods of Pest infestations and crop diseases are often slow and inefficient, highlighting the need for effective prediction strategies to enable early detection. In this regard, the book highlights a machine learning model for pest prediction that aligns predictions with agronomic knowledge, serving as a valuable tool for early warning systems and helping reduce crop losses. The chapter on Genomic prediction tools enhances crop breeding through statistical methods and discusses applying machine learning techniques to predict phenotypic traits based on genetic markers and environmental data. Challenges include limited high-quality datasets and inconsistent metadata. The key highlights of the book are the frameworks for practitioners in the agri-food supply chain, emphasizing the importance of supply chain visibility for building data analytics capabilities. Additionally, the goal is to enrich the audience with new advancements in soilless agriculture methods, such as hydroponics and aeroponics, discussing their advantages and the precision technologies applied. Finally, the book elaborates on the challenges of using multi-temporal remote sensing imagery for crop monitoring, mainly due to cloud cover, and introduces a novel strategy for integrating optical and Synthetic Aperture Radar (SAR) data. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
21.10.2026
Sprache
Englisch
EAN
9783032366382
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Mohammad Yaseen Mir, Javid Ahmad Parray, Amjad M. Husaini
Seitenanzahl
346
Einbandart
Gebundene Ausgabe
Buch Untertitel
A Sustainable Agriculture 4.0 Framework
Schlagwörter
Climate-smart agriculture, Smart sensor networks, Agricultural sustainability, Climate resilience, Digital farming, Crop dynamic monitoring
Thema-Inhalt
RNU - Nachhaltigkeit
TVB - Agrarwissenschaften
RBP - Meteorologie und Klimatologie (Klimaforschung)
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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