000 | 03732nam a22005895i 4500 | ||
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001 | 978-981-16-6124-2 | ||
003 | DE-He213 | ||
005 | 20240423130058.0 | ||
007 | cr nn 008mamaa | ||
008 | 211206s2021 si | s |||| 0|eng d | ||
020 |
_a9789811661242 _9978-981-16-6124-2 |
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024 | 7 |
_a10.1007/978-981-16-6124-2 _2doi |
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050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
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_aUYQ _2bicssc |
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_aUYQ _2thema |
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_aSmart Agriculture Automation Using Advanced Technologies _h[electronic resource] : _bData Analytics and Machine Learning, Cloud Architecture, Automation and IoT / _cedited by Amitava Choudhury, Arindam Biswas, T. P. Singh, Santanu Kumar Ghosh. |
250 | _a1st ed. 2021. | ||
264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2021. |
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300 |
_aXIV, 228 p. 86 illus., 74 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
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505 | 0 | _aIoT 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 | _aThis 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 | _aArtificial intelligence. | |
650 | 0 | _aInternet of things. | |
650 | 0 | _aQuantitative research. | |
650 | 1 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aInternet of Things. |
650 | 2 | 4 | _aData Analysis and Big Data. |
700 | 1 |
_aChoudhury, Amitava. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aBiswas, Arindam. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aSingh, T. P. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aGhosh, Santanu Kumar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789811661235 |
776 | 0 | 8 |
_iPrinted edition: _z9789811661259 |
776 | 0 | 8 |
_iPrinted edition: _z9789811661266 |
830 | 0 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-16-6124-2 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c184800 _d184800 |