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AI, Edge and IoT-based smart agriculture /
AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and inc...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Academic Press,
[2022]
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| Colección: | Intelligent data centric systems.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- I. IoT and edge foundations and framework: Internet of things (IoT) and data analytics in smart agriculture : benefits and challenges / Biswaranjan Acharya, Kyvalya Garikapati, Sujata Dash et al.
- Edge computing : foundations and applications / Jorge A. Ruiz-Vanoye, Ocot�ln �Daz-Parra, Miguel A. Ruiz-Jaimes et al.
- IoT-based fuzzy logic-controlled novel and multilingual mobile application for hydroponic farming / Sitanath Biswas, Bhupesh Deka, Kailash Rout et al.
- Functional framework for IoT-based agricultural system / Ram Sewak Singh, Demissie Jobir Gelmecha, Devendra Kumar Sinha et al.
- Functional framework for edge-based agricultural system / S. Premkumar and A.N. Sigappi
- Precision agriculture : weather forecasting for future farming / Kingsley Eghonghon Ukhurebor, Charles Oluwaseun Adetunji, Daniel Ingo Hefft et al.
- II. IoT use cases in smart farming and smart agriculture: Crop management system using IoT / Himadri Nath Saha, Reek Roy, Chiranmay Sarkar et al.
- Smart irrigation and crop security in agriculture using IoT / Sugamya Katta, Sangita Ramatenki and Harika Sammeta
- The Internet of Things in agriculture for sustainable rural development / Ashish Tripathi, Arush Jain, Prem Chand Vashist et al.
- Internet of Things (IoT) in agriculture toward urban greening / Sarita Samal, Biswaranjan Acharya and Prasanta Kumar Barik
- Smart e-agriculture monitoring systems / Sohail Saif, Priya Roy, Ujjwal Maulik et al.
- Smart agriculture using renewable energy and AI-powered IoT / Moxa Doshi and Akson Varghese
- Smart irrigation-based behavioral study of Moringa plant for growth monitoring in subtropical desert climate condition / Vinod Kumar Shukla, Reshmi S. Nair and Farjad Khan
- Surveying smart farming for smart cities / Jorge A. Ruiz-Vanoye, Ricardo A. Barrera-�Cmara, Israel Campero-Jurado et al.
- III. Edge computing use cases in smart farming and smart agriculture: Farm automation / K. Rupabanta Singh, Sujata Dash and Sourav K. Giri
- A fog computing-based IoT framework for prediction of crop disease using big data analytics / Chandrima Roy, Nivedita Das, Manjusha Pandey et al.
- Agribots : a gateway to the next revolution in agriculture / Charles Oluwaseun Adetunji, Daniel Ingo Hefft and Olaniyan T. Olugbemi.
- IV. Sensor network use cases in smart farming and smart agriculture: SAW : a real-time surveillance system at an agricultural warehouse using IoT / Samaleswari Prasad Nayak, Satyananda Champati Rai and Biswajit Sahoo
- The predictive model to maintain pH levels in hydroponic systems / Jyotiprakash Panigrahi, Priyanka Pattnaik, Satya Ranjan Dash et al.
- A crop-monitoring system using wireless sensor networking / Himadri Nath Saha, Reek Roy, Chiranmay Sarkar et al.
- Integration of RFID and sensors in agriculture using IoT / Himadri Nath Saha, Sumanta Chakraborty and Reek Roy.
- V. AI and data analytics in agriculture: Prediction of crop yield and pest-disease infestation / Pramit Pandit, K.N. Krishnamurthy and Bishvajit Bakshi
- Machine learning-based remote monitoring and predictive analytics system for crop and livestock / Nikita Goel, Sumit Kaur and Yogesh Kumar
- Exploring performance and predictive analytics of agriculture data / Madhavi Vaidya and Shweta Katkar
- Climate condition monitoring and automated systems / Kingsley Eghonghon Ukhurebor, Charles Oluwaseun Adetunji, ... Daniel Ingo Hefft
- Decision-making system for crop selection based on soil / Jitendra Singh, Preeti Pandey and P.K. Pandey
- Cyberespionage : socioeconomic implications on sustainable food security / Charles Oluwaseun Adetunji, Olaniyan T. Olugbemi, Kingsley Eghonghon Ukhurebor et al.
- Internet of Things on sustainable aquaculture system / Jorge A. Ruiz-Vanoye, Ricardo A. Barrera-�Cmara, Yadira Toledo-Navarro et al.
- IoT-based monitoring system for freshwater fish farming : analysis and design / Osikemekha Anthony Anani, Charles Oluwaseun Adetunji, Akinola Samson Olayinka et al.
- Transforming IoT in aquaculture : a cloud solution / Shavika Gupta, Abhishek Gupta and Yasha Hasija
- Toward the design of an intelligent system for enhancing salt water shrimp production using fuzzy logic / Charles Oluwaseun Adetunji, Osikemekha Anthony Anani, Akinola Samson Olayinka et al.