Ensemble learning-based estimation of reference evapotranspiration (ETo)

M Tausif, S Dilshad, Q Umer, MW Iqbal, Z Latif, C Lee… - Internet of Things, 2023 - Elsevier
Reference Evapotranspiration (ET o) is crucial and influential in irrigation water
management. Precise ET o rate estimation is vital for successful agriculture water …

Soil Classification Using Machine Learning, Deep Learning, and Computer Vision: A Review

A Kumar, J Kaur - Proceedings of International Conference on Recent …, 2023 - Springer
The goal of this work is to examine the primary soil variables that impact crop development,
such as organic matter, vital plant nutrients, and micronutrients, and to determine the …

[HTML][HTML] Employing an Artificial Neural Network Model to Predict Citrus Yield Based on Climate Factors

SS Almady, M Abdel-Sattar, SM Al-Sager… - Agronomy, 2024 - mdpi.com
Agricultural sustainability is dependent on the ability to predict crop yield, which is vital for
farmers, consumers, and researchers. Most of the works used the amount of rainfall, average …

Crop recommendation and yield estimation using machine learning

A Ashwitha, CA Latha - Journal of Mobile Multimedia, 2022 - journals.riverpublishers.com
In most developing countries like India, Agriculture is seen as one of the most widely
followed habitations and contributes majorly to the country's economy. Agriculture provides …

[PDF][PDF] APPLICATION OF DATA MINING FOR PREDICTING HORTICULTURAL COMMODITIES PRICE

D Dharmayanti, AO Akma… - Journal of …, 2024 - jestec.taylors.edu.my
Abstract In Garut Regency, farmers receive their commodities at a selling price that
collectors determined. This issue causes farmers to lose money because their income does …

Machine Learning and Deep Learning for Soil Analysis and Classification of Micro and Macro Nutrient Using IOT

A Kumar, J Kaur - 2024 - researchsquare.com
The soil is the entity that keeps living on Earth alive. Despite substantial progress in the
service sector, agriculture remains India's primary source of employment and revenue. The …

[PDF][PDF] Crop Production Prediction odels in Indian Agriculture: M Possibilities and Challenges

R Bhat, R Joshi, V Arya - THE INDIAN ECOLOGICAL SOCIETY, 2022 - researchgate.net
Agriculture sector is an important contributor to Indian economy. Wheat yield has decreased
from 3.53 kg ha (FY 2019) to 3.42 kg-1 ha (FY 2020). Crop production is affected by a lot of …

[PDF][PDF] A Review on analysis of Crop yield prediction, Fertilizer suggestion and the Price prediction of an agricultural commodity in India using data mining and …

C Mithra, A Suhasini - researchgate.net
The pillar of a country's economy for developing countries like that of India is Agriculture.
Probably, the most seasoned practice that made people more cultivated in agriculture over …

[PDF][PDF] Modified Fuzzy Clustering With Genetic Algorithm For Crop Analysis In North Western Zone Of Tamilnadu

P Surya, IL Aroquiaraj - academia.edu
Abstract; Agriculture is mainstay for living people. Agriculture data analysis is one of the
recent trend research fields in data mining. Fuzzy Clustering is also known as soft clustering …

[PDF][PDF] Prediction of Edible Oilseed Crops Yield using Machine Learning Algorithms

C Mithra - researchgate.net
Agriculture is an important component of economic system of the country. Agriculture
provides food and raw materials and employs a significant portion of the population …