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Artificial intelligence and smart agriculture applications- [electronic resource]
Artificial intelligence and smart agriculture applications - [electronic resource] / edite...
Artificial intelligence and smart agriculture applications- [electronic resource]

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자료유형  
 전자책(국외)
미국국회도서관 청구기호  
S494.5.D3-A767 2023
자관 청구기호  
기본표목-개인명  
Kose Utku , 1985-
    표제와 책임표시사항  
    Artificial intelligence and smart agriculture applications - [electronic resource] / edited by Utku Kose, V.B. Surya Prasath, M. Rubaiyat Hossain Mondal, Prajoy Podder, and Subrato Bharati.
    판사항  
    First edition.
    출판 정보  
    Boca Raton, FL :CRC Press[2023]
    출판 정보  
    ©2023
    형태사항  
    1 online resource
    일반주기  
    Includes index.
    내용주기  
    1. -- Application of drone and sensors in advanced farming: the future smart farming technology -- 2. -- Development and research of a greenhouse monitoring system -- 3. -- A cloud-computing model for implementing smart agriculture -- 4. -- Application of conversational artificial intelligence for farmer's advisory and communication -- 5. -- The use of an intelligent fuzzy logic controller to predict the global warming effect on agriculture: the case of the chickpea cicer arietinum L. -- 6. -- Using machine learning algorithms for mapping soil macronutrient elements variability with digital environmental data in an alluvial plain -- 7. -- A smart IoT framework for soil fertility enhancement assisted via deep neural networks -- 8. -- Plant disease detection with the help of advanced imaging sensors -- 9. -- Artificial intelligence-aided phenomics in high throughput stress phenotyping of plants -- 10. -- Plant disease detection using hybrid deep learning architecture in smart agriculture application -- 11. -- Classification of coffee leaf diseases through image processing techniques -- 12. -- The use of artificial intelligence to model oil extraction yields from seeds and nuts -- 13. -- Applications of artificial intelligence in pest management -- 14. -- Applying clustering technique for rainfall received by different district of Maharashtra state -- 15. -- Predicting rainfall for Aurangabad division of Maharashtra by applying auto-regressive moving average model (ARIMA) using Python programming.
    요약 등 주기  
    요약"As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real world problems. Smart applications have become commonplace. All areas of life are being changed by smart tools developed to deal with complex issues challenging both the Earth and humanity. Artificial Intelligence and Smart Agriculture Applications presents the latest smart agriculture applications developed across the globe. It covers a broad array of solutions using data science and AI to attack problems facing agriculture worldwide. Highlights of the book include: Application of drones and sensors in advanced farming A cloud-computing model for implementing smart agriculture Conversational AI for farmer's advisory communications Intelligent fuzzy logic to predict global warming's effect on agriculture Machine learning algorithms for mapping soil macronutrient elements variability A smart IoT framework for soil fertility enhancement AI applications in pest management A model using Python for predicting rainfall The book examines not only present solutions but also potential future outcomes. It looks at the role of AI-based algorithms and the almost infinite combinations of variables for agricultural applications. Researchers, public and private sector representatives, agriculture scientists, and students can use this book to develop sustainable and solutions for smart agriculture. This book's findings are especially important as the planet is facing unprecedented environmental challenges from over-farming and climate change due to global warming"--해제Provided by publisher.
    주제명부출표목-일반주제명  
    주제명부출표목-일반주제명  
    주제명부출표목-일반주제명  
    주제명부출표목-일반주제명  
    주제명부출표목-일반주제명  
    주제명부출표목-일반주제명  
    부출표목-개인명  
    부출표목-개인명  
    부출표목-개인명  
    부출표목-개인명  
    전자적 위치 및 접속  
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    MARC

     008240109t20232023flu          s          001  0  eng  d
    ■001on1372137479
    ■003OCoLC
    ■00520230309213022.0
    ■006m                d                
    ■007cr
    ■020    ▼a9781000644333▼q(electronic  bk.)
    ■020    ▼a1000644332▼q(electronic  bk.)
    ■020    ▼z9781032223575
    ■035    ▼a3336614▼b(N$T)
    ■035    ▼a(OCoLC)1372137479
    ■040    ▼aN$T▼beng▼erda▼epn▼cN$T▼dN$T
    ■049    ▼aMAIN
    ■050  4▼aS494.5.D3▼bA767  2023
    ■0700  ▼aS494.5.D3▼bA78  2023
    ■08204▼a338.10285▼223/eng/20220722
    ■090    ▼a전자도서
    ■1001  ▼aKose,  Utku▼d1985-▼eeditor.
    ■24510▼aArtificial  intelligence  and  smart  agriculture  applications▼h[electronic  resource]▼cedited  by  Utku  Kose,  V.B.  Surya  Prasath,  M.  Rubaiyat  Hossain  Mondal,  Prajoy  Podder,  and  Subrato  Bharati.
    ■250    ▼aFirst  edition.
    ■264  1▼aBoca  Raton,  FL  ▼bCRC  Press▼c[2023]
    ■264  4▼c©2023
    ■300    ▼a1  online  resource
    ■336    ▼atext▼btxt▼2rdacontent
    ■337    ▼acomputer▼bc▼2rdamedia
    ■338    ▼aonline  resource▼bcr▼2rdacarrier
    ■500    ▼aIncludes  index.
    ■50500▼g1.  --▼tApplication  of  drone  and  sensors  in  advanced  farming:  the  future  smart  farming  technology  --▼g2.  --▼tDevelopment  and  research  of  a  greenhouse  monitoring  system  --▼g3.  --▼tA  cloud-computing  model  for  implementing  smart  agriculture  --▼g4.  --▼tApplication  of  conversational  artificial  intelligence  for  farmer's  advisory  and  communication  --▼g5.  --  The▼tuse  of  an  intelligent  fuzzy  logic  controller  to  predict  the  global  warming  effect  on  agriculture:  the  case  of  the  chickpea  cicer  arietinum  L.  --▼g6.  --▼tUsing  machine  learning  algorithms  for  mapping  soil  macronutrient  elements  variability  with  digital  environmental  data  in  an  alluvial  plain  --▼g7.  --  A▼tsmart  IoT  framework  for  soil  fertility  enhancement  assisted  via  deep  neural  networks  --▼g8.  --▼tPlant  disease  detection  with  the  help  of  advanced  imaging  sensors  --▼g9.  --▼tArtificial  intelligence-aided  phenomics  in  high  throughput  stress  phenotyping  of  plants  --▼g10.  --▼tPlant  disease  detection  using  hybrid  deep  learning  architecture  in  smart  agriculture  application  --▼g11.  --▼tClassification  of  coffee  leaf  diseases  through  image  processing  techniques  --▼g12.  --  The▼tuse  of  artificial  intelligence  to  model  oil  extraction  yields  from  seeds  and  nuts  --▼g13.  --▼tApplications  of  artificial  intelligence  in  pest  management  --▼g14.  --▼tApplying  clustering  technique  for  rainfall  received  by  different  district  of  Maharashtra  state  --▼g15.  --▼tPredicting  rainfall  for  Aurangabad  division  of  Maharashtra  by  applying  auto-regressive  moving  average  model  (ARIMA)  using  Python  programming.
    ■520    ▼a"As  a  result  of  the  advances  in  Artificial  Intelligence  (AI),  many  aspects  of  daily  life  have  been  transformed  by  smart  digital  technology.  Advanced  intelligent  algorithms  can  provide  powerful  solutions  to  real  world  problems.  Smart  applications  have  become  commonplace.  All  areas  of  life  are  being  changed  by  smart  tools  developed  to  deal  with  complex  issues  challenging  both  the  Earth  and  humanity.  Artificial  Intelligence  and  Smart  Agriculture  Applications  presents  the  latest  smart  agriculture  applications  developed  across  the  globe.  It  covers  a  broad  array  of  solutions  using  data  science  and  AI  to  attack  problems  facing  agriculture  worldwide.  Highlights  of  the  book  include:  Application  of  drones  and  sensors  in  advanced  farming  A  cloud-computing  model  for  implementing  smart  agriculture  Conversational  AI  for  farmer's  advisory  communications  Intelligent  fuzzy  logic  to  predict  global  warming's  effect  on  agriculture  Machine  learning  algorithms  for  mapping  soil  macronutrient  elements  variability  A  smart  IoT  framework  for  soil  fertility  enhancement  AI  applications  in  pest  management  A  model  using  Python  for  predicting  rainfall  The  book  examines  not  only  present  solutions  but  also  potential  future  outcomes.  It  looks  at  the  role  of  AI-based  algorithms  and  the  almost  infinite  combinations  of  variables  for  agricultural  applications.  Researchers,  public  and  private  sector  representatives,  agriculture  scientists,  and  students  can  use  this  book  to  develop  sustainable  and  solutions  for  smart  agriculture.  This  book's  findings  are  especially  important  as  the  planet  is  facing  unprecedented  environmental  challenges  from  over-farming  and  climate  change  due  to  global  warming"--▼cProvided  by  publisher.
    ■5880  ▼aOnline  resource;  title  from  PDF  title  page  (EBSCO,  viewed  March  9,  2023).
    ■590    ▼aWorldCat  record  variable  field(s)  change:  050,  082,  650
    ■650  0▼aAlternative  agriculture.
    ■650  0▼aAgricultural  innovations.
    ■650  0▼aArtificial  intelligence▼xAgricultural  applications.
    ■650  7▼aAgricultural  innovations.▼2fast▼0(OCoLC)fst00800915
    ■650  7▼aAlternative  agriculture.▼2fast▼0(OCoLC)fst00806134
    ■650  7▼aArtificial  intelligence▼xAgricultural  applications.▼2fast▼0(OCoLC)fst00817248
    ■7001  ▼aPrasath,  V.  B.  Surya▼eeditor.
    ■7001  ▼aMondal,  M.  Rubaiyat  Hossain▼eeditor.
    ■7001  ▼aPodder,  Prajoy▼eeditor.
    ■7001  ▼aBharati,  Subrato▼eeditor.
    ■85640▼3EBSCOhost▼uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3336614
    ■938    ▼aEBSCOhost▼bEBSC▼n3336614
    ■994    ▼a92▼bN$T

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