Uav monitoring for enviromental management in galapagos islands

dc.contributor.authorBallari, Daniela Elisabet
dc.contributor.authorAcosta Arias, Enrique Alfredo
dc.contributor.authorEspinoza, A
dc.contributor.authorMorocho Zurita, Carlos Villie
dc.contributor.authorOrellana, D
dc.date.accessioned2018-01-11T16:47:43Z
dc.date.available2018-01-11T16:47:43Z
dc.date.issued2016-07-12
dc.description.abstractIn the Galapagos Islands, where 97% of the territory is protected and ecosystem dynamics are highly vulnerable, timely and accurate information is key for decision making. An appropriate monitoring system must meet two key features: on one hand, being able to capture information in a systematic and regular basis, and on the other hand, to quickly gather information on demand for specific purposes. The lack of such a system for geographic information limits the ability of Galapagos Islands' institutions to evaluate and act upon environmental threats such as invasive species spread and vegetation degradation. In this context, the use of UAVs (unmanned aerial vehicles) for capturing georeferenced images is a promising technology for environmental monitoring and management. This paper explores the potential of UAV images for monitoring degradation of littoral vegetation in Puerto Villamil (Isabela Island, Galapagos, Ecuador). Imagery was captured using two camera types: Red Green Blue (RGB) and Infrarred Red Green (NIR). First, vegetation presence was identified through NDVI. Second, object-based classification was carried out for characterization of vegetation vigor. Results demonstrates the feasibility of UAV technology for base-line studies and monitoring on the amount and vigorousness of littoral vegetation in the Galapagos Islands. It is also showed that UAV images are not only useful for visual interpretation and object delineation, but also to timely produce useful thematic information for environmental management.
dc.description.cityPrague
dc.identifier.doi10.5194/isprsarchives-XLI-B1-1105-2016
dc.identifier.issn16821750
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84987922573&doi=10.5194%2fisprsarchives-XLI-B1-1105-2016&partnerID=40&md5=eb2aec17e47c5c176c5e291c9f8ce226
dc.identifier.urihttp://dspace.ucuenca.edu.ec/handle/123456789/29206
dc.language.isoen_US
dc.publisherINTERNATIONAL SOCIETY FOR PHOTOGRAMMETRY AND REMOTE SENSING
dc.sourceInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
dc.subjectGalápagos
dc.subjectLittoral Vegetation
dc.subjectMonitoring
dc.subjectNdvi
dc.subjectObia Classification
dc.subjectRandom Forest
dc.subjectUav
dc.titleUav monitoring for enviromental management in galapagos islands
dc.typeArticle
dc.ucuenca.afiliacionballari, d., civil engineering department, faculty of engineering, university of cuenca, cuenca, ecuador
dc.ucuenca.afiliacionacosta, e., civil engineering department, faculty of engineering, university of cuenca, cuenca, ecuador
dc.ucuenca.afiliacionespinoza, a., computer science department, faculty of engineering, university of cuenca, cuenca, ecuador
dc.ucuenca.afiliacionmorocho, v., computer science department, faculty of engineering, university of cuenca, cuenca, ecuador
dc.ucuenca.afiliacionorellana, d., faculty of agricultural sciences, university of cuenca, cuenca, ecuador
dc.ucuenca.correspondenciaBallari, D.; Civil Engineering Department, Faculty of Engineering, University of CuencaEcuador; email: daniela.ballari@ucuenca.edu.ec
dc.ucuenca.embargoend2022-01-01 0:00
dc.ucuenca.factorimpacto0.248
dc.ucuenca.idautor1751894716
dc.ucuenca.idautor1754783353
dc.ucuenca.idautor0300930328
dc.ucuenca.indicebibliograficoSCOPUS
dc.ucuenca.nombrerevista23rd International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences Congress ISPRS 2016
dc.ucuenca.volumen2016-January

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