Crop recommendation using machine learning algorithm

D Modi, AV Sutagundar, V Yalavigi… - 2021 5th …, 2021 - ieeexplore.ieee.org
Agriculture is extremely important to India's economy and employment. The most common
issue faced by Indian farmers is that farmers do not select the appropriate crop for their soil …

Study on machine learning and back propagation for crop recommendation system

PS Reddy, B Amarnath… - … Conference on Sustainable …, 2023 - ieeexplore.ieee.org
India may be the largest exporter of farm products, but the country's farms are not very
productive. Inadequate agricultural production means farmers bring home much less money …

Farming assistance for soil fertility improvement and crop prediction using XGBoost

M Deshmukh, A Jaiswar, O Joshi… - ITM Web of …, 2022 - itm-conferences.org
In India most vital and widely practiced occupation is Agriculture and it plays a vital role in
the development of our country. Soil properties, rainfall, temperature, humidity and soil pH …

Multi class ensemble classification for crop recommendation

L Meenachi, S Ramakrishnan… - 2022 International …, 2022 - ieeexplore.ieee.org
Agriculture refers to farming and the techniques used to cultivate and care for crops and
animals. It entails the processing and distribution of plant and animal products for human …

Agritech Harmony: Real-time ESP32 Automation and Cloud Computing for Socially-Informed Crop Suggestions

V Bawadkar, A Verma, A Pawar… - 2024 5th …, 2024 - ieeexplore.ieee.org
Accurately predicting long-term crop yield trends remains a crucial challenge in optimizing
agricultural practices and ensuring food security. This paper proposes a novel frame-work …

Machine Learning Based Crop Recommendation System

A Deo, KC Bandhu, R Litoriya, A Gupta… - … on Advances in …, 2024 - ieeexplore.ieee.org
In a country where conventional farming methods are still widely used and often result in
small yields and little profit for farmers, our goal is to increase crop yields by presenting a …

Automatically Suggesting Suitable Crop from Soil Samples Using Optimized Neural Networks

SN Pasha, D Ramesh, S Mohmmad… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
A soil-centric crop recommendation system recommends suitable crops utilizing vital soil
attributes as input factors. This sophisticated system incorporates parameters like Nitrogen …

Predicting Compatibility of Cultivars in Grafting Processes Using Kernel Methods and Collaborative Filtering

TBR Silva, NI Verslype, ACA Nascimento… - Brazilian Conference on …, 2022 - Springer
Viticulture is the cultivation and harvesting of grapes for use in the production of juices,
wines and other derivatives, with great socioeconomic importance. Grafting techniques have …

Transforming Indian Agriculture: A Machine Learning Approach for Informed Decision-Making and Sustainable Crop Recommendations

SR Dutta, SK Swain, A Sahu, S Ray - … Farming through Machine …, 2024 - taylorfrancis.com
In India's economic landscape, agriculture holds a pivotal position. However, the evolving
structure of Indian agriculture presents a pressing challenge. The critical solution to …

Machine Learning Approach for Crop Prediction Based on Climatic Parameters

SJ Suji Prasad, R Suganesh… - Materials, Design, and …, 2021 - Springer
A machine learning (ML)-based model is proposed to predict the crop which increases the
yield of the crop. This will increase the GDP of the country, thereby contributing to the …