This new book delves into how modern technologies—i.e., global
positioning systems (GPS), unmanned aerial vehicles (drones), image
processing methods, artificial intelligence, machine learning, and
deep learning—are being used to make agriculture more
farmer-friendly and more economically profitable. The volume focuses
on the use of smart sensors, actuators, and decision support systems
to provide intelligent data about crop health and for monitoring for
yield prediction, soil quality, nutrition requirement prediction, etc.
The authors discuss robotic-based innovations in agriculture, soft
computing methodologies for crop forecasting, machine learning
techniques to classify and identify plant diseases, deep convolutional
neural networks for recognizing nutrient deficiencies, and more.
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Use of Smart Sensors, Actuators, and Decision Support Systems
Produktdetaljer
ISBN
9781000955545
Publisert
2023
Utgave
1. utgave
Utgiver
Taylor & Francis
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter