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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21574
Article Published : 8528
Total Authors : 22430
Total Reviewer : 805
Total Countries : 159
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| Paper Title: | Crop yield forecasting and Fertilizer recommendation using Voting classifier |
| Authors Name: | B. Chakradhar , D. Sai Veena , Ch. Devasai Pranatheswar , A. Vivek |
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IJRTI_187424
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| Published Paper Id: | IJRTI2306158 |
| Published In: | Volume 8 Issue 6, June-2023 |
| DOI: | |
| Abstract: | India being an agriculture country, its economy predominantly depends on agriculture yield growth and agroindustry products. Yield forecasting is a very important issue in agriculture. In order to predict the crop yield, all the attributes of data will be analyzed like temperature, type of soil, Nutrient value of the soil in that region, amount of rainfall in that region, soil composition can be determined. We train the data with various suitable machine learning algorithms like random forest and voting classifier for creating a model. The system comes with a model to be precise and accurate in forecasting crop yield and deliver proper recommendations about required fertilizer ratio based on atmospheric and soil parameters of the land which enhance to increase the crop yield and increase farmer revenue. Weather related information like rainfall, temperature and humidity used to forecast the better crop. |
| Keywords: | Yield Forecasting, Random Forest, Voting Classifier, Fertilizer Recommendation |
| Cite Article: | "Crop yield forecasting and Fertilizer recommendation using Voting classifier", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 6, page no.1072 - 1074, June-2023, Available :http://www.ijrti.org/papers/IJRTI2306158.pdf |
| Downloads: | 000205540 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2306158
Registration ID:187424
Published In: Volume 8 Issue 6, June-2023
DOI (Digital Object Identifier):
Page No: 1072 - 1074 Country: Nellimarla, Andhra Pradesh, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2306158 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2306158 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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