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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 5 | Month- May 2026

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  Published Paper Details:

  Paper Title

Smart irrigation System using CNN and DNN Survey with crops

  Authors

  CHHATRAPAL SINHA,  Prabahs Gupta

  Keywords

Node MCU, soil moisture, CNN and DNN, farming, DHT11 humidity sensor, relay, Motor pump, Power Supply, Water Level, Ph Sensor, Temperature Sensor

  Abstract


due to the increase in population in India, Agriculture is considered an important source. Water is important for agriculture. To irrigate the fields, water the fields, water has to be used. Water is the life of all living beings. If crops are irrigated, plants will emerge and grains will grow. Today we are going to irrigate water through smart irrigation system. And to control the water, rely is used to switch on and off. Water is exacted from the ground by a motor pump connected to the relay. And it also helps in drawing water from wells, rivers, ponds tanks etc. A water controller is installed to pour water in equal quantity. Soil moisture is applied to check the moisture of soil. If the soil becomes wet, the crops will be irrigated and the crops will start growing. To design a hardware program, programming has to be done in software. When you run the machine, the system output will be displayed and will also be displayed in the display computer software. In this you can see amount of irrigation. With the help of cloud, farmers can know the weather. Crop health can be detected in the data. By collecting various sensor data, precision farming methods become accessible and effective.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2406109

  Paper ID - 251648

  Page Number(s) - a983-a995

  Pubished in - Volume 12 | Issue 6 | June 2024

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  CHHATRAPAL SINHA,  Prabahs Gupta,   "Smart irrigation System using CNN and DNN Survey with crops", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 6, pp.a983-a995, June 2024, Available at :http://www.ijcrt.org/papers/IJCRT2406109.pdf

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Call For Paper May 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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