Evaluating the Use of Very High-Resolution RGB Imagery from UAV for Vegetation Classification
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F23%3A39920635" target="_blank" >RIV/00216275:25410/23:39920635 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/10194395" target="_blank" >https://ieeexplore.ieee.org/document/10194395</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/IDT59031.2023.10194395" target="_blank" >10.1109/IDT59031.2023.10194395</a>
Alternative languages
Result language
angličtina
Original language name
Evaluating the Use of Very High-Resolution RGB Imagery from UAV for Vegetation Classification
Original language description
The article explores using very high-resolution RGB data from unmanned aerial vehicles (UAVs) to explore the possibilities of utilizing data to monitor vegetation. The Baroch nature reserve, located in the Pardubice region of the Czech Republic, is used as an area of interest. Data is collected using the UAV DJI Mavic 2 DUAL Enterprise. The reserve is overgrown mainly with reed and cattail and is used as a pasture. The paper aims to determine the effectiveness of utilizing UAV technology and very high-resolution RGB data to identify, monitor, and classify vegetation types in this grassy habitat and to provide insights into the practicality of using such data for ecological research and landscape management purposes.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Conference on Information and Digital Technologies 2023, IDT 2023
ISBN
979-8-3503-0586-9
ISSN
2575-677X
e-ISSN
2575-677X
Number of pages
6
Pages from-to
51-56
Publisher name
IEEE (Institute of Electrical and Electronics Engineers)
Place of publication
New York
Event location
Žilina
Event date
Jun 20, 2023
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
—