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Publications
Articles
Use of Webcams in Support of Operational Snow Monitoring
Tracking vegetation phenology of pristine northern boreal peatlands by combining digital photography with CO2 flux and remote sensing data
Snow depth time series retrieval by time-lapse photography: Finnish and Italian case studies
Recent trends and remaining challenges for optical remote sensing of Arctic tundra vegetation: A review and outlook
Cross-Country Assessment of H-SAF Snow Products by Sentinel-2 Imagery Validated against In-Situ Observations and Webcam Photography
A System for Acquisition, Processing and Visualization of Image Time Series from Multiple Camera Networks
Networked web-cameras monitor congruent seasonal development of birches with phenological field observations
Webcam network and image database for studies of phenological changes of vegetation and snow cover in Finland, image time series from 2014 to 2016
Automated Webcam Monitoring of Fractional Snow Cover in Northern Boreal Conditions
Digital photography for assessing the link between vegetation phenology and CO2 exchange in two contrasting northern ecosystems
Other
Ground-based validation of satellite snow products, IDEAS-QA4EO Workshop #5, 2024
Ground-based validation of satellite snow products, IDEAS-QA4EO Workshop #4, 2023
Ground-based validation of satellite snow products, IDEAS-QA4EO Workshop #3, 2022
Operational camera networks for snow products validation: status and applications, IDEAS-QA4EO Workshop #2, 2020
Operational monitoring of snow cover using digital imagery, MSc Thesis, Aalto University, 2020
Near real time monitoring of snow cover using webcam imagery, EGU 2020
Estimation of Snow Parameters Using Digital Imagery, IGARSS 2019
A webcam network, open data and free toolbox for monitoring phenology and snow cover, 15th International Circumpolar Remote Sensing Symposium, 2018
Snow Depth Estimation Using Digital Imagery, Workshop: Towards a better harmonization of snow observations, modeling and data assimilation in Europe, 2018
An automated image processing system for multiple camera networks, RSD 2018
Introduction of A New Toolbox for Processing Digital Images From Multiple Camera Networks: FMIPROT, EGU 2017
Automated Monitoring of Fractional Snow Cover From MONIMET Camera Network in Finland, Conference: Remote Sensing of the Cryosphere: Past – Present – Future, 2017
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