Author(s): Pauline Millet; Hendrik Huwald; Steven V. Weijs
Linked Author(s): Steven Weijs
Keywords: Snow monitoring; Snow covered area; Image processing; Clustering; Mapping; Time lapse photos
Abstract: This study details a procedure to derive high resolution snow cover information using low-cost autonomous cameras. Images from time lapse photography of target areas are used to obtain temporally resolved binary snow-covered area information. Various image processing steps, such as distortion correction, alignment, projection using the Digital Elevation Model (DEM), and classification using clustering are described. Several innovations, such as matching the mountain silhouette with the DEM, and application of specific filters are described to make this terrestrial remote sensing method generally applicable to derive valuable snow information.
Year: 2018