Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions

Increasing availability of Unmanned aerial vehicles (UAV) and different software for processing of UAV imagery data brings new possibilities for on-demand monitoring of environment, making it accessible to broader spectra of professionals with variable expertise in image processing and analysis. Thi...

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Main Authors: Kubišta Jaroslav, Surový Peter
Format: Article
Language:English
Published: Sciendo 2021-09-01
Series:Central European Forestry Journal
Subjects:
Online Access:https://doi.org/10.2478/forj-2021-0011
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spelling doaj-6ca725cb44f448eeb6bb46858204c1072021-09-05T21:01:03ZengSciendoCentral European Forestry Journal2454-03582021-09-0167314815410.2478/forj-2021-0011Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditionsKubišta Jaroslav0Surový Peter1Czech University of Life Sciences, Faculty of Forestry and Wood Sciences, Prague, Kamýcká 129, CZ –165 00 Praha, Czech RepublicCzech University of Life Sciences, Faculty of Forestry and Wood Sciences, Prague, Kamýcká 129, CZ –165 00 Praha, Czech RepublicIncreasing availability of Unmanned aerial vehicles (UAV) and different software for processing of UAV imagery data brings new possibilities for on-demand monitoring of environment, making it accessible to broader spectra of professionals with variable expertise in image processing and analysis. This brings also new questions related to imagery quality standards. One of important characteristics of imagery is its spatial resolution as it directly impacts the results of object recognition and further imagery processing. This study aims at identifying relationship between spatial resolution of UAV acquired imagery and variables of imagery acquiring conditions, especially UAV flight height, flight speed and lighting conditions. All of these characteristics has been proved as significantly influencing spatial resolution quality and all subsequent data based on this imagery. Higher flight height as well as flight speed brings lower spatial resolution, whereas better lighting conditions lead to better spatial resolution of imagery. In this article we conducted a study testing various heights, flight speeds and light conditions and tested the impact of these parameters on Ground Resolved Distance (GRD). We proved that from among the variables, height is the most significant factor, second position is speed and finally the light condition. All of these factors could be relevant for instance in implementation of UAV in forestry sector, where imagery data must be often collected in diverse terrain conditions and/or complex stand (especially vertical) structure, as well as different weather conditions.https://doi.org/10.2478/forj-2021-0011spatial resolutionground resolved distancelight conditionsobject identificationforestry sector
collection DOAJ
language English
format Article
sources DOAJ
author Kubišta Jaroslav
Surový Peter
spellingShingle Kubišta Jaroslav
Surový Peter
Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
Central European Forestry Journal
spatial resolution
ground resolved distance
light conditions
object identification
forestry sector
author_facet Kubišta Jaroslav
Surový Peter
author_sort Kubišta Jaroslav
title Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
title_short Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
title_full Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
title_fullStr Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
title_full_unstemmed Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
title_sort spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
publisher Sciendo
series Central European Forestry Journal
issn 2454-0358
publishDate 2021-09-01
description Increasing availability of Unmanned aerial vehicles (UAV) and different software for processing of UAV imagery data brings new possibilities for on-demand monitoring of environment, making it accessible to broader spectra of professionals with variable expertise in image processing and analysis. This brings also new questions related to imagery quality standards. One of important characteristics of imagery is its spatial resolution as it directly impacts the results of object recognition and further imagery processing. This study aims at identifying relationship between spatial resolution of UAV acquired imagery and variables of imagery acquiring conditions, especially UAV flight height, flight speed and lighting conditions. All of these characteristics has been proved as significantly influencing spatial resolution quality and all subsequent data based on this imagery. Higher flight height as well as flight speed brings lower spatial resolution, whereas better lighting conditions lead to better spatial resolution of imagery. In this article we conducted a study testing various heights, flight speeds and light conditions and tested the impact of these parameters on Ground Resolved Distance (GRD). We proved that from among the variables, height is the most significant factor, second position is speed and finally the light condition. All of these factors could be relevant for instance in implementation of UAV in forestry sector, where imagery data must be often collected in diverse terrain conditions and/or complex stand (especially vertical) structure, as well as different weather conditions.
topic spatial resolution
ground resolved distance
light conditions
object identification
forestry sector
url https://doi.org/10.2478/forj-2021-0011
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AT surovypeter spatialresolutionofunmannedaerialvehiclesacquiredimageryasaresultofdifferentprocessingconditions
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