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General
Meta data ID {EA9341B6-7151-4FCF-A767-1A2259B21DBE}
Last modified 2018-11-26T14:55:51
Dataset creators
Contact person
First name Kristin
Last name Böttcher
Email kristin.bottcher@ymparisto.fi
Organisation Finnish Environment Institute (SYKE)
Dataset creators
First name Mikko
Last name Peltoniemi
Organisation Natural Resources Institute Finland (Luke)
Dataset creators
First name Mika
Last name Aurela
Organisation Finnish Meteorological Institute (FMI)
Dataset creators
First name Kristin
Last name Böttcher
Organisation Finnish Environment Institute (SYKE)
Dataset creators
First name Pasi
Last name Kolari
Organisation Department of Physics, University of Helsinki
Dataset creators
First name John
Last name Loehr
Organisation Lammi Biological Station
Dataset creators
First name Jouni
Last name Karhu
Organisation Natural Resources Institute Finland (Luke)
Dataset creators
First name Maiju
Last name Linkosalmi
Organisation Finnish Meteorological Institute (FMI)
Dataset creators
First name Cemal Melih
Last name Tanis
Organisation Finnish Meteorological Institute (FMI)
Dataset creators
First name Jukka-Pekka
Last name Tuovinen
Organisation Natural Resources Institute Finland (Luke)
Dataset creators
First name Ali Nadir
Last name Arslan
Organisation Finnish Meteorological Institute (FMI)
Project
Project name Monimet - Climate Change Indicators and Vulnerability of Boreal Zone Applying Innovative Observation and Modelling Techniques
Project funder EU Life+
Project identifier LIFE12 ENV/FI/000409
Description
Basic information
Dataset title Phenological time lapse images and data from Monimet EU Life+ project (LIFE12 ENV/FI/000409)
Theme Eläin- ja kasvikunta
Description The data set contains phenological time lapse images from a network of digital surveillance cameras for automated monitoring of phenological activity of vegetation and snow cover at 14 sites in boreal ecosystems of Finland. For each site 1-3 cameras were installed. Each data record holds time series of camera images for one camera covering the period 2014 to 2017 or parts of it.
Language (dataset) englanti
Keyword webcam
Keyword web camera
Keyword phenology
Keyword snow cover
Keyword boreal ecosystems
Keyword phenological camera
Keyword boreal zone
Keyword webcams
Data processing steps
Data processing steps sampling
Description Cameras were set to fixed white balance and automatic exposure. Where feasible, cameras were installed with northward viewing direction. Images have equal spatial resolution throughout the time series and are taken half-hourly, excluding night hours. Images were mostly acquired with StarDotNetCam SC5 camera; except for one site (Paljakka) for which an AXIS P1357E camera was used. Pixel digital numbers are not comparable between cameras. Selected cameras have grey reference panels to monitor stability of the colour reproduction of cameras.
Additional information (URL) https://doi.org/10.5194/essd-10-173-2018
Data processing steps
Data processing steps quality control
Description Images are in their original quality and have not been quality checked. Known issues are reported in the specific camera data sheet.
Additional information (URL) https://doi.org/10.5281/zenodo.1066862
Material time period
Start dat 2014-01-01
End date 2017-12-31
Area
West Bounding Longitude 19
East Bounding Longitude 32
South Bounding Latitude 59.5
North Bounding Latitude 70.5
Distribution
Contact person
First name Mikko
Last name Peltoniemi
Email mikko.peltoniemi[at]luke.fi
Organisation Natural Resources Institute Finland (Luke)
Resources
Resource content description Information datasheet for the phenological cameras installed within the frame of Monimet project. The datasheet includes essential camera information, including preview images and DOI-references to the image data series that are also stored in under the zenodo community “Phenological time lapse images and data from Monimet EU Life+ project (LIFE12 ENV/FI/000409)”.
Web-address (URL) https://doi.org/10.5281/zenodo.1066862
Resources
Resource content description Camera-specific collections are available from the zenodo community “Phenological time lapse images and data from Monimet EU Life+ project (LIFE12 ENV/FI/000409)”. Camera records have own unique DOI (digital object identifier).
Web-address (URL) https://www.zenodo.org/communities/phenology_camera/
Resources
Resource content description Information datasheet for the phenological cameras installed within the frame of Monimet project. The datasheet includes essential camera information, including preview images and DOI-references to the image data series that are also stored in under the zenodo community “Phenological time lapse images and data from Monimet EU Life+ project (LIFE12 ENV/FI/000409)”.
Web-address (URL) https://doi.org/10.5281/zenodo.1066862
Reference publications
Reference Peltoniemi, M., Aurela, M., Böttcher, K., Kolari, P., Loehr, J., Karhu, J., Linkosalmi, M., Tanis, C.M., Tuovinen, J.P., & Arslan, A.N. (2018). Webcam network and image database for studies of phenological changes of vegetation and snow cover in Finland, image time series from 2014 to 2016. Earth Syst. Sci. Data, 10, 173-184. https://doi.org/10.5194/essd-10-173-2018.
Reference Peltoniemi, M., Aurela, M., Böttcher, K., Kolari, P., Loehr, J., Hokkanen, T., Karhu, J., Linkosalmi, M., Tanis, C.M., Metsämäki, S., Tuovinen, J.-P., Vesala, T., & Arslan, A.N. (2018). Networked web-cameras monitor congruent seasonal development of birches with phenological field observations. Agricultural and Forest Meteorology, 249, 335-347. http://dx.doi.org/10.1016/j.agrformet.2017.10.008.
Reference Arslan, A., Tanis, C., Metsämäki, S., Aurela, M., Böttcher, K., Linkosalmi, M., & Peltoniemi, M. (2017). Automated Webcam Monitoring of Fractional Snow Cover in Northern Boreal Conditions. Geosciences, 7, 55. https://doi.org/10.3390/geosciences7030055.
Reference Linkosalmi, M., Aurela, M., Tuovinen, J.P., Peltoniemi, M., Tanis, C.M., Arslan, A.N., Kolari, P., Böttcher, K., Aalto, T., Rainne, J., Hatakka, J., & Laurila, T. (2016). Digital photography for assessing the link between vegetation phenology and CO2 exchange in two contrasting northern ecosystems. Geoscientific Instrumentation Methods and Data Systems, 5, https://doi.org/10.5194/gi-5-417-2016.
Dataset citation
Dataset citation Phenological time lapse images and data from Monimet EU Life+ project (LIFE12 ENV/FI/000409)/ I/000409)/ Luke;FMI;SYKE;UHEL

The license for open SYKE's open datasets is Creative Commons Attribution 4.0 International.

The data described here can be freely used to all purposes, provided that the source of the data is mentioned.

The citation for the dataset as given above.

Further information on the license:
https://creativecommons.org/licenses/by/4.0/legalcode (English)
https://creativecommons.org/licenses/by/4.0/legalcode.fi (Finnish)

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