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Does the data resolution/origin matter? Satellite, airborne and UAV imagery to tackle plant invasions
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SYSNO ASEP 0464445 Document Type J - Journal Article R&D Document Type O - Ostatní Subsidiary J Článek ve WOS Title Does the data resolution/origin matter? Satellite, airborne and UAV imagery to tackle plant invasions Author(s) Müllerová, Jana (BU-J) RID, ORCID
Brůna, Josef (BU-J) ORCID, RID
Dvořák, P. (CZ)
Bartoš, T. (CZ)
Vítková, Michaela (BU-J) RID, ORCIDNumber of authors 5 Source Title International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. - Beijing : Institute of Geographic Sciences and natural Research, Chinese Academy of sciens, Beijing, China, 2005 - ISSN 1682-1750
Roč. 41, B7 (2016), s. 903-908Number of pages 6 s. Action 23rd International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress, ISPRS 2016 Event date 12.07.2016 - 19.07.2016 VEvent location Prague Country CZ - Czech Republic Event type WRD Language eng - English Country DE - Germany Keywords detection ; invasive species ; remote sensing Subject RIV EH - Ecology, Behaviour R&D Projects TA04020455 GA TA ČR - Technology Agency of the Czech Republic (TA ČR) Institutional support BU-J - RVO:67985939 UT WOS 000393155900139 EID SCOPUS 84979582951 DOI 10.5194/isprsarchives-XLI-B7-903-2016 Annotation For species forming distinct inflorescences such as giant hogweed iterative semi-automated object-oriented approach was successfully applied even for low spectral resolution data (if pixel size was sufficient) whereas for lower spatial resolution satellite imagery or less distinct species with complicated architecture such as knotweed, combination of pixel and object based approaches was used. High accuracies achieved for very high resolution data indicate the possible application of described methodology for monitoring invasions and their long-term dynamics elsewhere, making management measures comparably precise, fast and efficient. Workplace Institute of Botany Contact Martina Bartošová, martina.bartosova@ibot.cas.cz, ibot@ibot.cas.cz, Tel.: 271 015 242 ; Marie Jakšová, marie.jaksova@ibot.cas.cz, Tel.: 384 721 156-8 Year of Publishing 2017
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