Corpus ID: 18647107

Automatic Drip Irrigation System using Wireless Sensor Network and Data Mining Algorithm Ms

  title={Automatic Drip Irrigation System using Wireless Sensor Network and Data Mining Algorithm Ms},
  author={Jyotsna Raut and B. Shere},
India is an agricultural country and agriculture is backbone of Indian economy. Agriculture provides the principal means of livelihood for the major Indian population. The optimum use of agriculture resources can lead to a good crop yield. Water resource is major constrain in agriculture so efficient distribution of available water is certainly beneficial to get good crop yield and hence profit. The sensor based irrigation system is able to provide optimum solution by continuously monitoring… Expand
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A detailed survey on auto irrigation system
  • A. Joshi, L. Ali
  • Geography
  • 2017 Conference on Emerging Devices and Smart Systems (ICEDSS)
  • 2017
Agriculture is the backbone of world's economy. The important infrastructure for the development of agriculture sector is irrigation. The rapid increase in urbanization and industrialization hasExpand
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Remote Sensing and Control of an Irrigation System Using a Distributed Wireless Sensor Network
Details of the design and instrumentation of variable rate irrigation, a wireless sensor network, and software for real-time in-field sensing and control of a site-specific precision linear-move irrigation system are described. Expand
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The development and testing of a low-cost, low-power, closed-loop, distributed irrigation control system for site-specific irrigation is presented. The system used soil water potential measurementsExpand
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This research was conducted to develop a silage yield mapping system using DGPS, load cells, Bluetooth modules for wireless data transmission, and a moisture sensor. A silage yield mapping systemExpand
Incorporating Plug and Play Technology into Measurement and Control Systems for Irrigation Management
Past experience has demonstrated that the control needed to implement site-specific irrigation management with center pivot irrigation systems requires extensive computing capability distributed overExpand
Data Mining Concepts and Techniques
Data mining is the search for new, valuable, and nontrivial information in large volumes of data, a cooperative effort of humans and computers that is possible to put data-mining activities into one of two categories: Predictive data mining, which produces the model of the system described by the given data set, or Descriptive data mining which produces new, nontrivials information based on the available data set. Expand
CRISP-DM 1.0: Step-by-step data mining guide
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In the past 10 years, wireless sensor networks have grown from a theoretical concept to a burgeoning modern technology. In this paper, we present a comparative review of several wireless sensorExpand
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  • Austin, TX: Nat. Instrum., May
  • 2005
Silage yield monitoring system, " presented at the ASAE Annu
  • Int. Meeting
  • 2002