Crop Yield Maximization Using an IoT‐Based Smart Decision

A Ikram, W Aslam, RHH Aziz, F Noor… - Journal of …, 2022 - Wiley Online Library
Today, farmers are suffering from the low yield of crops. Though right crop selection is the
main boosting key to maximize crop yield by doing soil analysis and considering …

Machine learning strategy for soil nutrients prediction using spectroscopic method

J Trontelj ml, O Chambers - Sensors, 2021 - mdpi.com
The research presented in this paper is based on the hypothesis that the machine learning
approach improves the accuracy of soil properties prediction. The correlations obtained in …

[HTML][HTML] NeuroRF FarmSense: IoT-fueled precision agriculture transformed for superior crop care

T Vats, S Mehra, U Madan, A Chhabra… - International Journal of …, 2024 - Elsevier
In light of the ongoing global hunger crisis, it is imperative to improve food production in
accordance with Sustainable Development Goal 2.0, which aims to eliminate hunger while …

Enhanced reptile search optimization with convolutional autoencoder for soil nutrient classification model

P Raman, BJ Chelliah - PeerJ, 2023 - peerj.com
Background Soil nutrients play an important role in soil fertility and other environmental
factors. Soil testing is an effective tool for evaluating soil nutrient levels and calculating the …

A review on applications of artificial intelligence for identifying soil nutrients

S Jain, D Sethia - International Conference on Agriculture-Centric …, 2023 - Springer
Soil nutrients play a crucial role in the growth and productivity of crops, which are essential
for meeting the increasing global food demand. However, the traditional methods of soil …

Machine learning based prediction of soil pH

SK Sunori, S Kumar, B Anandapriya… - 2021 5th …, 2021 - ieeexplore.ieee.org
The significance of pH value of soil in assessing the soil fertility has been the motivation
behind writing this research paper. As the pH of the soil is strongly dependent on the extent …

Survey on analyzing tongue images to predict the organ affected

DS Wankhede, S Pandit, N Metangale, R Patre… - … Conference on Hybrid …, 2021 - Springer
Tongue analysis is an efficient indicative strategy for assessing the state of the internal
organs and to detect associated diseases. In this study, the tongue diagnosis is carried out …

Domain heuristic fusion of multi-word embeddings for nutrient value prediction

G Ispirova, T Eftimov, B Koroušić Seljak - Mathematics, 2021 - mdpi.com
Being both a poison and a cure for many lifestyle and non-communicable diseases, food is
inscribing itself into the prime focus of precise medicine. The monitoring of few groups of …

ASUR: Agriculture Soil Fertility Assessment Using Random Forest Classifier and Regressor

YR Shahare, MP Singh, SP Singh, P Singh… - Procedia Computer …, 2024 - Elsevier
Soil fertility's significance in agriculture profoundly affects the well-being of farmers. A novel
technique is being introduced to gauge soil categorization levels, based on soil chemical …

Soil Nutrient Analysis in Agricultural Crops

A Pai, TR Mahesh, S Kumar… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Agriculture is an important area of research and is also considered to be a very critical area.
As per the data collected from the farmer and citizens, it is found that nowadays the citizens …