Multispectral aerial image processing system for precision agriculture

Author:

Kharuf-Gutierrez Samy,Orozco-Morales Rubén,Aday Díaz Osmany de la C.,Pineda Ruiz Emma

Abstract

Cuban agriculture has the growing need to increase its productivity. To achieve this, precision agriculture can play a fundamental role. It is necessary to develop an image processing system able to process all the crops information and calculate vegetation indexes in a satisfactory way. This will entail in accurate measurements of the nitrogen lack, the hydric stress, and the vegetal strength, among other aspects, seeking to improve the accuracy in the care of these aspects. This document reports the results of an investigation pointed to develop a procedure for capturing and processing multispectral aerial images obtained from Unmanned Aerial Vehicles [UAV]. This procedure searched to measure the vegetation indexes of sugarcane crops that may be correlated with the level of vegetal strength, the number of stems, and the foliar mass per lot. We used a USENSE-X8 UAV together with a Sequoia multispectral sensor and the QGIS processing software. The procedure was experimentally validated.

Publisher

Universidad Icesi

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Crop Stress Detection with Multispectral Imaging using IA;2023 South American Conference On Visible Light Communications (SACVLC);2023-11-08

2. MULTISPECTRAL UAV DATA ENHANCING THE KNOWLEDGE OF LANDSCAPE HERITAGE;The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences;2023-06-26

3. Estimación de la oferta de forraje y la calidad nutricional del pasto Urochloa humidicola cv Llanero partir de imágenes multiespectrales.;Tropical Grasslands-Forrajes Tropicales;2023-01-31

4. Classification of land cover in optical satellite images, using characteristics and color indices;SECOND INTERNATIONAL CONFERENCE ON CIRCUITS, SIGNALS, SYSTEMS AND SECURITIES (ICCSSS - 2022);2023

5. A review of UAV platforms, sensors, and applications for monitoring of sugarcane crops;Remote Sensing Applications: Society and Environment;2022-04

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