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Titlebook: Smart Agriculture Automation Using Advanced Technologies; Data Analytics and M Amitava Choudhury,Arindam Biswas,Santanu Kumar Gho Book 2021

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發(fā)表于 2025-3-21 18:25:00 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Smart Agriculture Automation Using Advanced Technologies
副標(biāo)題Data Analytics and M
編輯Amitava Choudhury,Arindam Biswas,Santanu Kumar Gho
視頻videohttp://file.papertrans.cn/869/868578/868578.mp4
概述Provides interdisciplinary study between agriculture and computer science for automated agriculture sector.Discusses various automation methods.Includes practical information on applicability of agric
叢書名稱Transactions on Computer Systems and Networks
圖書封面Titlebook: Smart Agriculture Automation Using Advanced Technologies; Data Analytics and M Amitava Choudhury,Arindam Biswas,Santanu Kumar Gho Book 2021
描述.This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers..
出版日期Book 2021
關(guān)鍵詞Internet of Things; Machine Learning; Smart Agriculture; Smart Farming; Security; Cloud Architecture; Agri
版次1
doihttps://doi.org/10.1007/978-981-16-6124-2
isbn_softcover978-981-16-6126-6
isbn_ebook978-981-16-6124-2Series ISSN 2730-7484 Series E-ISSN 2730-7492
issn_series 2730-7484
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
The information of publication is updating

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Smart Dairy Farming Overview: Innovation, Algorithms and Challenges,fficiency of the dairy process. At the product level, the innovative systems strive to increase milk production by deploying robotic milking systems that milk the cow, analyse the milk, process the milk and preserve it. At the process level, the systems are concerned with the health and welfare of t
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發(fā)表于 2025-3-22 01:15:43 | 只看該作者
Precision Farming in Modern Agriculture, play a vital role in our modern day-to-day applications. The advantages and advancements of AI and IoT are applied in modern agriculture. This makes modern agriculture more precise and profitable. Some of the contemporary applications using AI and IoT in smart precision farming are discussed. In ad
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發(fā)表于 2025-3-22 04:40:07 | 只看該作者
ML-Based Smart Farming Using LSTM,er to meet the world‘s food demand. We have?proposed?a system for increasing crop yields that includes a tracking model that uses Wireless Sensor Networks (WSN) and cloud computing to manage parameters and gather information about the field‘s soil using temperature sensors, moisture sensors, air hum
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發(fā)表于 2025-3-22 11:08:09 | 只看該作者
IoT Doordarshi: Smart Weather Monitoring System Using Sense Hat for Improving the Quality of Crops,e notification (using Pushover IFTTT service) that can be further used for analysis. Cloud service, ThingSpeak, is used for storing and plotting the data. Weather detection system using IoT has been experimentally established to work satisfactorily by connecting the different modules of IoT into a s
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發(fā)表于 2025-3-22 17:53:39 | 只看該作者
Application of IoT-Enabled 5G Network in the Agricultural Sector,s of 5G communication over the commonly used networks. The appropriateness of 5G networks in the farming sector, requirement of high-speed communication system and application of 5G; advantages of 5G; implementations of 5G in smart farming like live tracking, remote guidance, threat detection, stati
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發(fā)表于 2025-3-22 22:04:52 | 只看該作者
,An Economical Helping Hand for Farmers—Agricultural Drone,llers to produce required thrust (at 100% RPM) and suitable lithium–polymer (LI-PO) battery of current capacity 2500 mAh and 12?V to meet necessary current and voltage requirements. For monitoring the spraying process, a First-Person View (FPV) camera and transmitter are fixed in the drone and also
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發(fā)表于 2025-3-23 02:17:20 | 只看該作者
On Securing Smart Agriculture Systems: A Data Aggregation Security Perspective,mote unstable environments. In this chapter, we aim to conduct a study on how to secure the smart agricultural systems by initially making a systematic risk assessment on the system. Based on the vulnerabilities and risk studied, we propose a light weight Arduino-based smart agriculture model. This
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