TY - T1 - Webcam network and image database for studies of phenological changes of vegetation and snow cover in Finland, image time series from 2014 to 2016 SN - / UR - http://hdl.handle.net/10138/232159 T3 - A1 - Peltoniemi, Mikko; Aurela, Mika; Bottcher, Kristin; Kolari, Pasi; Loehr, John; Karhu, Jouni; Linkosalmi, Maiju; Tanis, Cemal Melih; Tuovinen, Juha-Pekka; Arslan, Ali Nadir A2 - PB - Y1 - 2018 LA - eng AB - In recent years, monitoring of the status of ecosystems using low-cost web (IP) or time lapse cameras has received wide interest. With broad spatial coverage and high temporal resolution, networked cameras can provide information about snow cover and vegetation status, serve as ground truths to Earth observations and be useful for gap-filling of cloudy areas in Earth observation time series. Networked cameras can also play an important role in supplementing laborious phenological field surveys a... VO - IS - SP - OP - KW - DIGITAL REPEAT PHOTOGRAPHY; DECIDUOUS BROADLEAF FOREST; CARBON-DIOXIDE EXCHANGE; NORTHERN BOREAL FEN; CANOPY PHENOLOGY; GROWING-SEASON; NEAR-SURFACE; COLOR; ECOSYSTEMS; METRICS; 114 Physical sciences; 1181 Ecology, evolutionary biology N1 - PP - ER -