Perspectives in Ecology and Conservation · 2017 · 105 citations · 56 references
Natural ResourcesPlant BiologyPlant SciencesEnvironmental MonitoringPlant EcologyRemote SensingPhenology MonitoringRemote Sensing For Biodiversity MonitoringRemote Sensing For PhenotypingVegetation Change DetectionVegetation MonitoringVegetation VisualizationEcological Restoration MonitoringField-based Phenological ObservationPhenological Change DocumentationPhenological Data AnalysisPhenologyPlant Phenology MonitoringRemote Sensing Of PhenologyVegetation Phenology Monitoring
The application of digital cameras to monitor the environment is becoming global and changing the way of phenological data collection. The technique of repeated digital photographs to monitor plant phenology (phenocams) has increased due to its low-cost investment, reduced size, easy set up installation, and the possibility of handling high-resolution near-remote data. Considering the widespread use of phenocams worldwide, our main goals here are: (i) to provide a step-by-step guide for phenocam setup in the tropics, reinforce its appliance as an efficient tool for monitoring tropical phenology and foster networking, (ii) to discuss phenocam applications for biological conservation, management, and ecological restoration. We provide the concepts and properties for image analysis which allow representing the phenological status of the vegetation. The association of a long-term imagery data with local sensors (e.g., meteorological stations and surface-atmosphere flux towers) allows a wide range of studies, especially linking phenological patterns to climatic drivers
56
Color image segmentation: advances and prospects
Heng-Da Cheng, X.H. Jiang, Ying Sun et al. · Pattern Recognition · 2001 · 1.7K citations
Essential Biodiversity Variables
Henrique M. Pereira, Simon Ferrier, Michéle Walters et al. · Science · 2013 · 1.6K citations