東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Smart agriculture automation using a...

Choudhury, Amitava.

FindBook

Google Book

Amazon

博客來

Smart agriculture automation using advanced technologies = data analytics and machine learning, cloud architecture, automation and IoT /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Smart agriculture automation using advanced technologies/ edited by Amitava Choudhury ... [et al.].
其他題名:	data analytics and machine learning, cloud architecture, automation and IoT /
其他作者:	Choudhury, Amitava.
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	xiv, 228 p. :ill., digital ;24 cm.
內容註:	IoT Foundations and Its Application -- Secure and Smart Internet of Things (IoT) -- Machine Learning and IoT in Agriculture -- IoT-Enabled Agricultural System Applications, Challenges and Security Issue -- Blockchain In Agriculture - Improving Agricultural Techniques -- IoT and agriculture data analysis for smart farm -- Precision Farming and its applications -- Agricultural Drones vs Inter net of Things -- Automation in agriculture using artificial intelligence -- Computer Vision and Pattern Recognition for Smart Agriculture.
Contained By:	Springer Nature eBook
標題:	Agricultural innovations. -
電子資源:	https://doi.org/10.1007/978-981-16-6124-2
ISBN:	9789811661242

Smart agriculture automation using advanced technologies = data analytics and machine learning, cloud architecture, automation and IoT /
Smart agriculture automation using advanced technologiesdata analytics and machine learning, cloud architecture, automation and IoT /[electronic resource] :edited by Amitava Choudhury ... [et al.]. - Singapore :Springer Singapore :2021. - xiv, 228 p. :ill., digital ;24 cm. - Transactions on computer systems and networks,2730-7492. - Transactions on computer systems and networks..

IoT Foundations and Its Application -- Secure and Smart Internet of Things (IoT) -- Machine Learning and IoT in Agriculture -- IoT-Enabled Agricultural System Applications, Challenges and Security Issue -- Blockchain In Agriculture - Improving Agricultural Techniques -- IoT and agriculture data analysis for smart farm -- Precision Farming and its applications -- Agricultural Drones vs Inter net of Things -- Automation in agriculture using artificial intelligence -- Computer Vision and Pattern Recognition for Smart Agriculture.

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.

ISBN: 9789811661242

Standard No.: 10.1007/978-981-16-6124-2doiSubjects--Topical Terms:

570532
Agricultural innovations.

LC Class. No.: S494.5.D3 / S53 2021

Dewey Class. No.: 338.16

Smart agriculture automation using advanced technologies = data analytics and machine learning, cloud architecture, automation and IoT /
LDR:02536nmm a2200337 a 4500 001 2261981
003 DE-He213
005 20211206143725.0
006 m d
007 cr nn 008maaau
008 220616s2021 si s 0 eng d
020 $a 9789811661242 $q (electronic bk.)
020 $a 9789811661235 $q (paper)
024 7 $a 10.1007/978-981-16-6124-2 $2 doi
035 $a 978-981-16-6124-2
040 $a GP $c GP
041 0 $a eng
050 4 $a S494.5.D3 $b S53 2021
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 338.16 $2 23
090 $a S494.5.D3 $b S636 2021
245 0 0 $a Smart agriculture automation using advanced technologies $h [electronic resource] : $b data analytics and machine learning, cloud architecture, automation and IoT / $c edited by Amitava Choudhury ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xiv, 228 p. : $b ill., digital ; $c 24 cm.
490 1 $a Transactions on computer systems and networks, $x 2730-7492
505 0 $a IoT Foundations and Its Application -- Secure and Smart Internet of Things (IoT) -- Machine Learning and IoT in Agriculture -- IoT-Enabled Agricultural System Applications, Challenges and Security Issue -- Blockchain In Agriculture - Improving Agricultural Techniques -- IoT and agriculture data analysis for smart farm -- Precision Farming and its applications -- Agricultural Drones vs Inter net of Things -- Automation in agriculture using artificial intelligence -- Computer Vision and Pattern Recognition for Smart Agriculture.
520 $a 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.
650 0 $a Agricultural innovations. $3 570532
650 0 $a Artificial intelligence $x Agricultural applications. $3 3299845
650 0 $a Internet of things. $3 2057703
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Cyber-physical systems, IoT. $3 3386699
650 2 4 $a Professional Computing. $3 3201325
650 2 4 $a Statistics, general. $3 896933
700 1 $a Choudhury, Amitava. $3 3537883
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Transactions on computer systems and networks. $3 3514031
856 4 0 $u https://doi.org/10.1007/978-981-16-6124-2
950 $a Computer Science (SpringerNature-11645)