FMIPROT & Camera Network Portal

FMIPROT & Camera Network Portal

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 #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