IoAT Enabled smart farming: Urdu language-based solution for low-literate farmers

SM Cheema, M Ali, IM Pires, NJ Gonçalves, MH Naqvi… - Agriculture, 2022 - mdpi.com
The agriculture sector is the backbone of Pakistan's economy, reflecting 26% of its GPD and
43% of the entire labor force. Smart and precise agriculture is the key to producing the best …

Sustainability-driven fertilizer recommender system for coffee crops using case-based reasoning approach

ED Leon Chilito, JF Casanova Olaya… - … in Sustainable Food …, 2025 - frontiersin.org
Introduction In recent years, the increased demand for food has prompted farmers to
increase production to support economic expansion. However, the excessive use of mineral …

Agro-Engineering: IoT and Image processing based agriculture monitoring and recommendation system

NG Croos, R Sophinia, A Ahamedh… - 2022 6th …, 2022 - ieeexplore.ieee.org
Agriculture is the primary sector that supports Sri Lanka's economy. The introduction of novel
technologies into agricultural practices will be of great assistance to farmers. The soil's pH …

FertiForecast: Identification of Fertilizer Based on NPK Levels using Machine Learning Algorithms

M Vimaladevi, R Thangamani… - … on Computing and …, 2024 - ieeexplore.ieee.org
For many people in India, especially those living in rural areas, agriculture is their main
source of income. Approximately 50% of the labour force in the nation is employed by it …

Crop Fertilizer Prediction using Regression analysis and Machine Learning algorithms

K Monika, B Ramprakash… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
India is one among the well-known countries whose socio-economic status is dates by
agriculture. The rise of sedentary human civilization is the key role achieved in the …

Fertilizer Recommendation System with Pest Monitoring and Irrigation Planning

R Maiti, R Kumar, A Mehta… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
The economy of India is heavily dependent upon agriculture. With the increasing demand for
higher production, farmers today require modern techniques to ensure optimal crop growth …

Advancements in Horticulture Development Using Machine Learning Techniques

A Kirti, A Das, R Priyanka - 2024 2nd International Conference …, 2024 - ieeexplore.ieee.org
Farming and agriculture is the backbone of every country's economy thus plays a crucial role
in the overall growth and development of its economic status. The respective governments of …

Smart Farming, Crop Protection and Fertilizer Prediction using IoT

J Dias, M Save, S Chaudhari… - Crop Protection and …, 2022 - papers.ssrn.com
IoT sensors transmit information about agriculture fields, which are subsequently acted upon
based on user input. Smart agriculture is a growing concept. The features of this project …

Organic Farming for Sustainable Agriculture Using Water and Soil Nutrients

SM Hatture, PV Yankati, R Saini… - New Generation of …, 2022 - books.google.com
The agricultural community/farmers are struggling to obtain higher rate of yield due to lack of
poor knowledge about the soil and water nutrients and suitability of the organic crop for the …

Intelligent Farming Techniques Using Machine Learning

BR Sanush, S Vijay, WD Soujan… - … Research Journal on …, 2023 - rspsciencehub.com
Agriculture is critical to India's socioeconomic system. Agriculture is one of the most
important industries in the Indian economy, accounting for more than 18% of GDP. Almost …