000			04591cam a22005898i 4500
001			9781003138884
003			FlBoTFG
005			20220509193003.0
006			m d u
007			cr |||||||||||
008			200811s2021 flu o 000 0 eng
040			_aOCoLC-P _beng _erda _cOCoLC-P
020			_a9781003138884 _q(ebook)
020			_a1003138888
020			_z9780367535803 _q(hardback)
020			_a9781000327892 _q(ePub ebook)
020			_a1000327892
020			_a9781000327878 _q(PDF ebook)
020			_a1000327876
020			_a9781000327885 _q(Mobipocket ebook)
020			_a1000327884
020			_z9780367687687
024	7		_a10.1201/b22627 _2doi
035			_a(OCoLC)1184123376
035			_a(OCoLC-P)1184123376
050	0	0	_aS494.5.D3
072		7	_aSCI _x011000 _2bisacsh
072		7	_aTEC _x003000 _2bisacsh
072		7	_aTEC _x046000 _2bisacsh
072		7	_aTVB _2bicssc
082	0	0	_a338.10285 _223
245	0	0	_aSmart agriculture : _bemerging pedagogies of deep learning, machine learning and Internet of Things / _cedited by Govind Singh Patel, LPU Phagwara, India, Amrita Rai, UPTU, India, Nripendra Narayan Das, Manipal University Jaipur, India, R.P. Singh, Haramaya University, Diredawa, Ethiopia.
250			_aFirst edition.
264		1	_aBoca Raton : _bCRC Press/Balkema/Taylor & Francis Group, _c[2021]
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bn _2rdamedia
338			_aonline resource _bnc _2rdacarrier
520			_a"This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The sector shall make incremental progress as it learns from associations between data over time through Artificial Intelligence, deep learning and Internet of Things applications. The farming industry and smart agriculture develop from the stringent limits imposed by a farm's location, which in turn has a series of related effects with respect to supply chain management, food availability, biodiversity, farmers' decision-making and insurance, and environmental concerns among others. All of the above-mentioned aspects will derive substantial benefits from the implementation of a data-driven approach under the condition that the systems, tools and techniques to be used have been designed to handle the volume and variety of the data to be gathered. Contributions to this book have been solicited with the goal of uncovering the possibilities of engaging agriculture with equipped and effective profound learning algorithms. Most agricultural research centres are already adopting Internet of Things for the monitoring of a wide range of farm services, and there are significant opportunities for agriculture administration through the effective implementation of Machine Learning, Deep Learning, Big Data and IoT structures"-- _cProvided by publisher.
505	0		_aMachine learning and deep learning in agriculture, Descriptive and predictive analytics of agricultural data using machine learning algorithms, Discrimination between weed and crop via image analysis using machine learning algorithm, Bio-inspired optimization algorithms for machine learning in agriculture applications, Agricultural modernization with forecasting stages and machine learning, Classification of segmented image using increased global contrast for Paddy plant disease, IOT in agriculture: Survey on technology, challenges and future scope, Role of IoT in sustainable farming,Smart farming: Crop models and decision support systems using IOT, Smart irrigation in farming using internet of things, Automation systems in agriculture via IOT, A complete automated solution for farm field and garden nurture using internet of things, Machine intelligence techniques for agricultural production: Case study with tomato leaf disease detection, Clock signal and its attribute for agriculture.
588			_aOCLC-licensed vendor bibliographic record.
650		0	_aArtificial intelligence _xAgricultural applications.
650		0	_aAgricultural innovations.
650		0	_aMachine learning.
650		0	_aInternet of things.
650		0	_aBig data.
650		7	_aSCIENCE / Life Sciences / Botany _2bisacsh
650		7	_aTECHNOLOGY / Agriculture / General _2bisacsh
650		7	_aTECHNOLOGY / Machinery _2bisacsh
700	1		_aPatel, Govind Singh, _eeditor.
856	4	0	_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9781003138884
856	4	2	_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999			_c127783 _d127783