Articles | Volume 10, issue 1
https://doi.org/10.5194/essd-10-173-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-10-173-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Webcam network and image database for studies of phenological changes of vegetation and snow cover in Finland, image time series from 2014 to 2016
Mikko Peltoniemi
CORRESPONDING AUTHOR
Natural Resources Institute Finland (Luke), Latokartanonkaari 9, 00790, Helsinki, Finland
Mika Aurela
Finnish Meteorological Institute, Erik Palménin aukio 1, 00560 Helsinki, Finland
Kristin Böttcher
Finnish Environment Institute (SYKE), Mechelininkatu 34a, 00251 Helsinki, Finland
Pasi Kolari
Department of Physics, University of Helsinki, P.O. Box 68, 00014 Helsinki, Finland
John Loehr
Lammi Biological Station, University of Helsinki, Pääjärventie 320, 16900 Lammi, Finland
Jouni Karhu
Natural Resources Institute Finland (Luke), Paavo Havaksen tie 3, 90014 Oulun yliopisto, Finland
Maiju Linkosalmi
Finnish Meteorological Institute, Erik Palménin aukio 1, 00560 Helsinki, Finland
Cemal Melih Tanis
Finnish Meteorological Institute, Erik Palménin aukio 1, 00560 Helsinki, Finland
Juha-Pekka Tuovinen
Finnish Meteorological Institute, Erik Palménin aukio 1, 00560 Helsinki, Finland
Finnish Meteorological Institute, Erik Palménin aukio 1, 00560 Helsinki, Finland
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Cited
11 citations as recorded by crossref.
- A System for Acquisition, Processing and Visualization of Image Time Series from Multiple Camera Networks C. Tanis et al. 10.3390/data3030023
- Cross-Country Assessment of H-SAF Snow Products by Sentinel-2 Imagery Validated against In-Situ Observations and Webcam Photography G. Piazzi et al. 10.3390/geosciences9030129
- Snow cover loss compounding the future economic vulnerability of western China X. Wu et al. 10.1016/j.scitotenv.2020.143025
- Ecosystem Services Related to Carbon Cycling – Modeling Present and Future Impacts in Boreal Forests M. Holmberg et al. 10.3389/fpls.2019.00343
- Framework to Study the Effects of Climate Change on Vulnerability of Ecosystems and Societies: Case Study of Nitrates in Drinking Water in Southern Finland K. Rankinen et al. 10.3390/w13040472
- Semi-Automatic Fractional Snow Cover Monitoring from Near-Surface Remote Sensing in Grassland A. Caparó Bellido & B. Rundquist 10.3390/rs13112045
- Tracking vegetation phenology of pristine northern boreal peatlands by combining digital photography with CO2 flux and remote sensing data M. Linkosalmi et al. 10.5194/bg-19-4747-2022
- Combining TerraSAR-X and time-lapse photography for seasonal sea ice monitoring: the case of Deception Bay, Nunavik S. Dufour-Beauséjour et al. 10.5194/tc-14-1595-2020
- Snow depth time series retrieval by time-lapse photography: Finnish and Italian case studies M. Bongio et al. 10.5194/tc-15-369-2021
- Monitoring changes in forestry and seasonal snow using surface albedo during 1982–2016 as an indicator T. Manninen et al. 10.5194/bg-16-223-2019
- Fire Activity and Fuel Consumption Dynamics in Sub-Saharan Africa G. Roberts et al. 10.3390/rs10101591
10 citations as recorded by crossref.
- A System for Acquisition, Processing and Visualization of Image Time Series from Multiple Camera Networks C. Tanis et al. 10.3390/data3030023
- Cross-Country Assessment of H-SAF Snow Products by Sentinel-2 Imagery Validated against In-Situ Observations and Webcam Photography G. Piazzi et al. 10.3390/geosciences9030129
- Snow cover loss compounding the future economic vulnerability of western China X. Wu et al. 10.1016/j.scitotenv.2020.143025
- Ecosystem Services Related to Carbon Cycling – Modeling Present and Future Impacts in Boreal Forests M. Holmberg et al. 10.3389/fpls.2019.00343
- Framework to Study the Effects of Climate Change on Vulnerability of Ecosystems and Societies: Case Study of Nitrates in Drinking Water in Southern Finland K. Rankinen et al. 10.3390/w13040472
- Semi-Automatic Fractional Snow Cover Monitoring from Near-Surface Remote Sensing in Grassland A. Caparó Bellido & B. Rundquist 10.3390/rs13112045
- Tracking vegetation phenology of pristine northern boreal peatlands by combining digital photography with CO2 flux and remote sensing data M. Linkosalmi et al. 10.5194/bg-19-4747-2022
- Combining TerraSAR-X and time-lapse photography for seasonal sea ice monitoring: the case of Deception Bay, Nunavik S. Dufour-Beauséjour et al. 10.5194/tc-14-1595-2020
- Snow depth time series retrieval by time-lapse photography: Finnish and Italian case studies M. Bongio et al. 10.5194/tc-15-369-2021
- Monitoring changes in forestry and seasonal snow using surface albedo during 1982–2016 as an indicator T. Manninen et al. 10.5194/bg-16-223-2019
1 citations as recorded by crossref.
Discussed (preprint)
Latest update: 23 Nov 2024
Short summary
Monitoring ecosystems using low-cost time lapse cameras has gained wide interest among researchers worldwide. Quantitative information stored in image pixels can be analysed automatically to track time-dependent phenomena, e.g. seasonal course of leaves in the canopies or snow on ground. As such, cameras can provide valuable ground references to earth observation. Here we document the ecosystem camera network we established to Finland and publish time series of images recorded between 2014–2016.
Monitoring ecosystems using low-cost time lapse cameras has gained wide interest among...
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