Crop yield prediction based on Indian agriculture using machine learning
PS Nishant, PS Venkat, BL Avinash… - 2020 international …, 2020 - ieeexplore.ieee.org
In India, we all know that Agriculture is the backbone of the country. This paper predicts the
yield of almost all kinds of crops that are planted in India. This script makes novel by the …
yield of almost all kinds of crops that are planted in India. This script makes novel by the …
Artificial intelligence approaches to predict growth, harvest day, and quality of lettuce (Lactuca sativa L.) in a IoT-enabled greenhouse system
CL Chang, SC Chung, WL Fu, CC Huang - Biosystems Engineering, 2021 - Elsevier
Highlights•Collect data during commercial production of greenhouse lettuce based on
IoT.•Use artificial intelligence approach to predict growth parameters in real …
IoT.•Use artificial intelligence approach to predict growth parameters in real …
Smart farming system: Crop yield prediction using regression techniques
A Shah, A Dubey, V Hemnani, D Gala… - … Conference on Wireless …, 2018 - Springer
Due to ever increasing global population, there is an ever increase in demand for food;
hence, new methods need to be devised to increase the crop yield. This paper proposes an …
hence, new methods need to be devised to increase the crop yield. This paper proposes an …
Comparative analysis of soil properties to predict fertility and crop yield using machine learning algorithms
P Malik, S Sengupta, JS Jadon - 2021 11th International …, 2021 - ieeexplore.ieee.org
Agriculture is an essential part of human lives. It is one of the major source of employment in
India. More than half of the population depend upon agriculture. It is the backbone of our …
India. More than half of the population depend upon agriculture. It is the backbone of our …
[HTML][HTML] Optimizing machine learning for agricultural productivity: A novel approach with RScv and remote sensing data over Europe
SBHS Asadollah, A Jodar-Abellan, MÁ Pardo - Agricultural Systems, 2024 - Elsevier
CONTEXT Accurate estimating of crop yield is crucial for developing effective global food
security strategies which can lead to reduce of hunger and more sustainable development …
security strategies which can lead to reduce of hunger and more sustainable development …
Crop prediction using artificial neural network and support vector machine
In India, the general problem faced by farmers is the selection of proper crop for farming.
There are many factors which influence the yield of crop like rainfall, temperature humidity …
There are many factors which influence the yield of crop like rainfall, temperature humidity …
Analyzing Supervised Learning Algorithms for Crop Prediction and Soil Quality
India is one of the most developing countries wherein agriculture performs a significant
position within the nation's economy subsequently growing agricultural productiveness …
position within the nation's economy subsequently growing agricultural productiveness …
Estimation of the evapotranspiration using ANFIS algorithm for agricultural production in greenhouse
JA Hernández-Salazar… - … on Applied Science …, 2019 - ieeexplore.ieee.org
In this work it is showed fuzzy model, trained with ANFIS algorithm, to estimate water
evapotranspiration (ET) of a tomato plant, as a witness in the production in a greenhouse …
evapotranspiration (ET) of a tomato plant, as a witness in the production in a greenhouse …
Optimization of photosynthetic Rate parameters using ADAPTIVE Neuro-Fuzzy inference System (anfis)
IC Valenzuela, RG Baldovino… - … on Computer and …, 2017 - ieeexplore.ieee.org
Crop growth is greatly affected by light intensity, temperature and CO 2 concentration. The
combinations of these factors are considered in growing crops. In this study, a system was …
combinations of these factors are considered in growing crops. In this study, a system was …
[PDF][PDF] Crop yield prediction by modified convolutional neural network and geographical indexes
P Tiwari, P Shukla - International Journal of Computer Sciences …, 2018 - researchgate.net
Accepted: 17/Aug/2018, Published: 31/Aug/2018 Abstract: Agriculture is the main sector of
employment in India. One of the major causes for the continuing downfall in agricultural …
employment in India. One of the major causes for the continuing downfall in agricultural …