Combining spectral and textural information from UAV RGB images for leaf area index monitoring in kiwifruit orchard

Y Zhang, N Ta, S Guo, Q Chen, L Zhao, F Li, Q Chang - Remote Sensing, 2022 - mdpi.com
The use of a fast and accurate unmanned aerial vehicle (UAV) digital camera platform to
estimate leaf area index (LAI) of kiwifruit orchard is of great significance for growth, yield …

CNN–SVM hybrid model for varietal classification of wheat based on bulk samples

MF Unlersen, ME Sonmez, MF Aslan, B Demir… - … Food Research and …, 2022 - Springer
Determining the variety of wheat is important to know the physical and chemical properties
which may be useful in grain processing. It also affects the price of wheat in the food …

Mapping wheat dry matter and nitrogen content dynamics and estimation of wheat yield using UAV multispectral imagery machine learning and a variety-based …

G Astaoui, JE Dadaiss, I Sebari, S Benmansour… - AgriEngineering, 2021 - mdpi.com
Our work aims to monitor wheat crop using a variety-based approach by taking into
consideration four different phenological stages of wheat crop development. In addition to …

Machine Learning‐Based Hybrid Model for Wheat Yield Prediction

H Kour, V Pandith, J Manhas… - Machine Intelligence, Big …, 2023 - Wiley Online Library
Machine learning (ML) approaches are significant in resolving real‐world issues. These
methods have been used in the agricultural industry to help farmers anticipate crop yields …

[PDF][PDF] Mapping Wheat Dry Matter and Nitrogen Content Dynamics and Estimation of wheat Yield Using UAV Multispectral

G Astaoui, JE Dadaiss, I Sebari… - Precision …, 2019 - pdfs.semanticscholar.org
Our work aims to monitor wheat crop using a variety-based approach by taking into
consideration four different phenological stages of wheat crop development. In addition to …