articleDecision Analytics JournalApr 2, 2022GOLD OA

Smart farming using Machine Learning and Deep Learning techniques

Presidency University

Indexed incrossrefdoaj

Abstract

The practice of cultivating the soil, producing crops, and keeping livestock is referred to as farming. Agriculture is critical to a country’s economic development. Nearly 58 percent of a country’s primary source of livelihood is farming. Farmers till date had adopted conventional farming techniques. These techniques were not precise thus reduced the productivity and consumed a lot of time. Precise farming helps to increase the productivity by precisely determining the steps that needs to be practiced at its due season. Predicting the weather conditions, analyzing the soil, recommending the crops for cultivation, determine the amount of fertilizers, pesticides that need to be used are some elements of…

Citation impact

262
total citations
FWCI
51.25
Percentile
100%
References
23
Citations per year

Authors

2

Topics & keywords

Keywords
  • Agriculture
  • Productivity
  • Livelihood
  • Precision agriculture
  • Business
  • Work (physics)
  • Integrated farming
  • Mixed farming
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