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dc.contributorHassan, Sawsanen_US
dc.contributorJohnson, Douglas E.en_US
dc.creatorLouhaichi, Mouniren_US
dc.date2019-01-04en_US
dc.date.accessioned2019-01-10T15:21:08Z
dc.date.available2019-01-10T15:21:08Z
dc.identifierhttps://mel.cgiar.org/dspace/limiteden_US
dc.identifierhttps://link.springer.com/chapter/10.1007/978-3-030-01440-7_53en_US
dc.identifier.citationMounir Louhaichi, Sawsan Hassan, Douglas E. Johnson. (4/1/2019). VegMeasure: Image Processing Software for Grassland Vegetation Monitoring. Netherlands.en_US
dc.identifier.urihttps://hdl.handle.net/20.500.11766/9082
dc.description.abstractVegetative inventories, whether they are agronomic, ecologic, range, or forestry, often measure plant cover. Vegetation cover is a fundamental param- eter in many studies of plant ecology. It is used to measure the surface of the ground exposed to the direct impact of rain drops, sunlight and it is also used to monitor changes in vegetation structure over time. VegMeasure®, an image pro-cessing software, was developed to monitor vegetation cover over a period of time, through utilizing green leaf and brightness algorithms as well as K-means classifications. This study demonstrates that digital image processing of vegetation can be fast and affordable, through creating a permanent digital record that can be revisited over time.en_US
dc.formatPDFen_US
dc.languageenen_US
dc.publisherSpringeren_US
dc.rightsCC-BY-NC-4.0en_US
dc.subjectarid environmenten_US
dc.subjectdigital cameraen_US
dc.titleVegMeasure: Image Processing Software for Grassland Vegetation Monitoringen_US
dc.typeConference Paperen_US
cg.creator.idLouhaichi, Mounir: 0000-0002-4543-7631en_US
cg.creator.idHassan, Sawsan: 0000-0002-5057-8957en_US
cg.creator.ID-typeORCIDen_US
cg.creator.ID-typeORCIDen_US
cg.subject.agrovocrangelandsen_US
cg.subject.agrovocimage processingen_US
cg.subject.agrovoccentral asiaen_US
cg.contributor.centerInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.contributor.centerOregon State University - OSU United Statesen_US
cg.contributor.crpCGIAR Research Program on Livestock Agri-Food Systems - LAFSen_US
cg.contributor.funderInternational Livestock Research Institute - ILRIen_US
cg.contributor.projectCGIAR Research Program on Livestock Agri-Food Systemsen_US
cg.contributor.project-lead-instituteInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.date.embargo-end-dateTimelessen_US
cg.coverage.regionGlobalen_US
cg.contactm.louhaichi@cgiar.orgen_US
cg.identifier.doihttps://dx.doi.org/10.1007/978-3-030-01440-7_53en_US
dc.identifier.statusTimeless limited accessen_US
mel.project.openhttps://mel.cgiar.org/projects/237en_US


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