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IoT and AI in Agriculture - Self- sufficiency in Food Production to Achieve Society 5.0 and SDG's Globally (Hardcover, 1st ed. 2023)
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IoT and AI in Agriculture - Self- sufficiency in Food Production to Achieve Society 5.0 and SDG's Globally (Hardcover, 1st ed. 2023)
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This book reviews recent innovations in the smart agriculture space
that use the Internet of Things (IoT) and sensing to deliver
Artificial Intelligence (AI) solutionsto agricultural productivity
in the agricultural production hubs. In this regard, South and
Southeast Asia are one of the major agricultural hubs of the world,
facing challenges of climate change and feeding the fast-growing
population. To address such challenges, a transboundary approach
along with AI and BIG data for bioinformatics are required to
increase yield and minimize pre- and post-harvest losses in
intangible climates to drive the sustainable development goal (SDG)
for feeding a major part of the 9 billion population by 2050
(Society 5.0 SDG 1 & 2). Therefore, this book focuses on the
solution through smart IoT and AI-based agriculture including pest
infestation and minimizing agricultural inputs for in-house and
fields production such as light, water, fertilizer and pesticides
to ensure food security aligns with environmental sustainability.
It provides a sound understanding for creating new knowledge in
line with comprehensive research and education orientation on how
the deployment of tiny sensors, AI/Machine Learning (ML),
controlled UAVs, and IoT setups for sensing, tracking, collection,
processing, and storing information over cloud platforms for
nurturing and driving the pace of smart agriculture in this current
time. The book will appeal to several audiences and the
contents are designed for researchers, graduates, and undergraduate
students working in any area of machine learning, deep learning in
agricultural engineering, smart agriculture, and environmental
science disciplines. Utmost care has been taken to present a varied
range of resource areas along with immense insights into the impact
and scope of IoT, AI and ML in the growth of intelligent digital
farming and smart agriculture which will give comprehensive
information to the targeted readers.Â
General
Imprint: |
Springer Verlag, Singapore
|
Country of origin: |
Singapore |
Release date: |
April 2023 |
First published: |
2023 |
Editors: |
Tofael Ahamed
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Dimensions: |
235 x 155mm (L x W) |
Format: |
Hardcover
|
Pages: |
461 |
Edition: |
1st ed. 2023 |
ISBN-13: |
978-981-19-8112-8 |
Categories: |
Books
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LSN: |
981-19-8112-4 |
Barcode: |
9789811981128 |
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