Multi-stage corn yield prediction using high-resolution UAV multispectral data and machine learning models

C Kumar, P Mubvumba, Y Huang, J Dhillon, K Reddy - Agronomy, 2023 - mdpi.com
Timely and cost-effective crop yield prediction is vital in crop management decision-making.
This study evaluates the efficacy of Unmanned Aerial Vehicle (UAV)-based Vegetation …

Crop yield prediction using hybrid deep learning algorithm for smart agriculture

AK Sharma, AS Rajawat - 2022 Second International …, 2022 - ieeexplore.ieee.org
Agriculture is a rapidly growing sector in India. Crop Yield Prediction, soil nutrient level,
intelligent irrigation systems, crop monitoring, and other issues are the most pressing …

An automatic procedure for crop mapping using agricultural monitoring

R Vijayalakshmi, M Thangamani… - Journal of Physics …, 2021 - iopscience.iop.org
Abstract IoT and Machine Learning are emerging techniques used in existing days.
Agriculture plays a vital role in human survival. Mapping crop according to the current …

[PDF][PDF] Multi-Stage Corn Yield Prediction Using High-Resolution UAV Multispectral Data and Machine Learning Models. Agronomy 2023, 13, 1277

C Kumar, P Mubvumba, Y Huang, J Dhillon, K Reddy - 2023 - ars.usda.gov
Timely and cost-effective crop yield prediction is vital in crop management decision-making.
This study evaluates the efficacy of Unmanned Aerial Vehicle (UAV)-based Vegetation …

Explainable Machine Learning Models for Corn Yield Prediction Using Uav Multispectral Data

C Kumar, J Dhillon, Y Huang, KN Reddy - Available at SSRN 4744740 - papers.ssrn.com
Accurate and reliable corn (Zea mays L.) yield prediction is essential for optimizing corn
production management practices for closing yield gaps. Remote sensing data integrated …