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Tumbarumba Wet Eucalypt Phenocam Images and Phenology Data Collection

<p>Fixed cameras installed at the Tumbarumba Wet Eucalypt SuperSite provide a time series of fine scale data as a long-term record of vegetation structure and condition. This dense time series of phenocam images provides data for analysis of ecological responses to climate variability, and when consolidated across the entire terrestrial ecosystem research network, supports calibration and validation of satellite-derived remote sensing data, ensuring delivery of higher quality results for broader scale environmental monitoring products.</p>


<p>Images are captured regularly during daylight hours. Images and data products for a region-of-interest (ROI) that delineates an area of specific vegetation type, are made available on a six monthly basis.</p>

<p>The Tumbarumba Flux site was established in 2000 by CSIRO and started measurements in 2001. The 1 hectare (ha) SuperSite plot was established in 2015 in a collaboration with TERN. The overstorey is dominated by <em>Eucalyptus delegatensis</em> (alpine ash) and <em>Eucalyptus dalrympleana</em> (mountain gum). For additional site information, see https://www.tern.org.au/tern-observatory/tern-ecosystem-processes/tumbarumba-wet-eucalypt-supersite/ . </p>

<p>Other images collected at the site include photopoints, digital cover photography (DCP), and ancillary images of fauna and flora. </p>

Simple

Identification info

Date (Creation)
2014-03-13
Date (Publication)
2021-11-09
Date (Revision)
2025-12-10
Edition
1.0

Publisher

Terrestrial Ecosystem Research Network
Building 1019, 80 Meiers Rd
Indooroopilly
QLD
4068
Australia
+61 7 3365 9097

Author

CSIRO Land and Water (2014-2022) - Stol, Jacqui (Senior Experimental Scientist, Adaptive Ecosystem Management Unit 1)
147 Underwood Avenue, Floreat, 6014, Western Australia, Australia
Floreat
Western Australia
6014
Australia

Co-author

CSIRO Land and Water (2014-2022) - Kitchen, Mark (Technical Contact)
147 Underwood Avenue, Floreat, 6014, Western Australia, Australia
Floreat
Western Australia
6014
Australia

Co-author

CSIRO Land and Water (2014-2022) - Woodgate, William (Research Fellow)
147 Underwood Avenue, Floreat, 6014, Western Australia, Australia
Floreat
Western Australia
6014
Australia
Website
https://www.tern.org.au/

Purpose
Time series of vegetation phenological observations are collected to understand ecosystems annual cycles. Phenological timeseries can be used for ground-truthing remote sensing data products, for studies of climate change impacts on terrestrial ecosystems, and as a standard for earth system models.
Credit
We at TERN acknowledge the Traditional Owners and Custodians throughout Australia, New Zealand and all nations. We honour their profound connections to land, water, biodiversity and culture and pay our respects to their Elders past, present and emerging.
Credit
The Tumbarumba Wet Eucalypt SuperSite was established in 2015 and is managed by CSIRO Land and Water and is supported by TERN.
Status
On going

Point of contact

CSIRO Land and Water (2014-2022) - Stol, Jacqui (Senior Experimental Scientist, Adaptive Ecosystem Management Unit 1)
147 Underwood Avenue, Floreat, 6014, Western Australia, Australia
147 Underwood Avenue
Floreat
Western Australia
6014
Australia
Topic category
  • Environment

Extent

Description
TERN's Tumbarumba Wet Eucalypt SuperSite is located in the Bago State Forest, near Batlow, New South Wales.
N
S
E
W


Temporal extent

Time period
2014-03-13
Title
Tumbarumba Wet Eucalypt SuperSite
Website
Tumbarumba Wet Eucalypt SuperSite

Related documentation

Title
Moore, C. E., Beringer, J., Evans, B., Hutley, L. B., and Tapper, N. J. (2017). Tree-grass phenology information improves light use efficiency modelling of gross primary productivity for an Australian tropical savanna, Biogeosciences
Website
Moore, C. E., Beringer, J., Evans, B., Hutley, L. B., and Tapper, N. J. (2017). Tree-grass phenology information improves light use efficiency modelling of gross primary productivity for an Australian tropical savanna, Biogeosciences

Related documentation

Title
Leuning, R., Cleugh, H.A., Zegelin, S.J., and Hughes, D. (2005). Carbon and water fluxes over a temperate Eucalyptus forest and a tropical wet/dry savanna in Australia: measurements and comparison with MODIS remote sensing estimates
Website
Leuning, R., Cleugh, H.A., Zegelin, S.J., and Hughes, D. (2005). Carbon and water fluxes over a temperate Eucalyptus forest and a tropical wet/dry savanna in Australia: measurements and comparison with MODIS remote sensing estimates

Related documentation

Title
Restrepo-Coupe, N., Huete, A., Davies, K., Cleverly, J., Beringer, J., Eamus, D., et al. (2016). MODIS vegetation products as proxies of photosynthetic potential along a gradient of meteorologically and biologically driven ecosystem productivity.
Website
Restrepo-Coupe, N., Huete, A., Davies, K., Cleverly, J., Beringer, J., Eamus, D., et al. (2016). MODIS vegetation products as proxies of photosynthetic potential along a gradient of meteorologically and biologically driven ecosystem productivity.

Related documentation

Maintenance and update frequency
Daily
GCMD Science Keywords
  • PLANT PHENOLOGY
  • FOREST COMPOSITION/VEGETATION STRUCTURE
  • ECOSYSTEM FUNCTIONS
  • VISIBLE WAVELENGTHS
  • VISIBLE IMAGERY
  • VEGETATION INDEX
  • PLANT CHARACTERISTICS
ANZSRC Fields of Research
  • Forest biodiversity
  • Environmental management
TERN Platform Vocabulary
  • Tumbarumba Wet Eucalypt
TERN Instrument Vocabulary
  • tumb_understorey_oblique_02
  • tumb_overstorey_oblique_01
  • tumb_overstorey_nadir_01
TERN Parameter Vocabulary
  • RGB values
  • Unitless
QUDT Units of Measure
  • Unitless
GCMD Horizontal Resolution Ranges
  • Point Resolution
GCMD Temporal Resolution Ranges
  • 1 minute - < 1 hour
Keywords (Discipline)
  • TERN Ecosystem Processes
  • phenocam images
  • vegetation phenology
  • vegetation greeness
  • vegetation colour
  • phenology transiton
  • tumb

Resource constraints

Use limitation
The Creative Commons Attribution 4.0 International (CC BY 4.0) license allows others to copy, distribute, display, and create derivative works provided that they credit the original source and any other nominated parties. Details are provided at https://creativecommons.org/licenses/by/4.0/
File name
88x31.png
File description
CCBy Logo from creativecommons.org
File type
png
Linkage
https://w3id.org/tern/static/cc-by/88x31.png

Title
Creative Commons Attribution 4.0 International Licence
Alternate title
CC-BY
Edition
4.0
Website
https://creativecommons.org/licenses/by/4.0/

Access constraints
License
Use constraints
Other restrictions
Other constraints
TERN services are provided on an “as-is” and “as available” basis. Users use any TERN services at their discretion and risk. They will be solely responsible for any damage or loss whatsoever that results from such use including use of any data obtained through TERN and any analysis performed using the TERN infrastructure. <br />Web links to and from external, third party websites should not be construed as implying any relationships with and/or endorsement of the external site or its content by TERN.<br /><br />Please advise any work or publications that use this data via the online form at https://www.tern.org.au/research-publications/#reporting

Resource constraints

Classification
Unclassified

Distribution Information

Distribution format

Distributor

Distributor

Terrestrial Ecosystem Research Network
80 Meiers Road, Indooroopilly, Queensland, 4068, Australia
Indooroopilly
Queensland
4068
Australia
OnLine resource
TERN EcoImages Portal

OnLine resource
TERN EcoImages REST API

OnLine resource
ro-crate-metadata.json

Data quality info

Hierarchy level
Dataset
Other
For each image, across a region-of-interest (ROI) delineating a specific vegetation type, we extract RGB (red, green, blue) colour channel information, with chromatic coordinates and means, quantiles and correlation among colour channels being calculated. Hazeness of the image as well as global environmental light are assessed.

Resource lineage

Statement
<p><span data-testid="comment-base-item-53381">For generating ROI chromatic indices the python library <a href="https://pypi.org/project/vegindex/0.7.2/">vegindex (0.7.2)</a> in python is used. For calculating hazeness values the R <a href="https://cran.rstudio.com/src/contrib/hazer_1.1.1.tar.gz">hazer (1.1.1.)</a> and <a href="https://cran.r-project.org/src/contrib/Archive/jpeg/jpeg_0.1-1.tar.gz">jpeg (0.1)</a> libraries are used.</span></p>
Hierarchy level
Dataset
Title
17.1.7 AusCover WingScapes RGB Digital Camera Set Up
Website
http://linked.data.gov.au/def/tern-cv/8eb4a318-7768-4300-bf01-716bd6cf70d8

Method documentation

Title
Raspberry Pi Phenocamera Set Up
Website
http://linked.data.gov.au/def/tern-cv/8fa406d5-4818-4b40-9f8b-dcd4e5924505

Method documentation

Title
Karan, M. (2020). SuperSites Vegetation Monitoring Protocols v 1.21. TERN Australian SuperSite Network. Cairns, Australia. doi:10.4227/05/56134C1310F16
Website
http://dx.doi.org/10.4227/05/56134C1310F16

Method documentation

Reference System Information

Reference system identifier
EPSG/EPSG:4326

Reference system type
Geodetic Geographic 2D

Metadata

Metadata identifier
urn:uuid/4dd04ad7-c24b-4e5f-9cd1-4a4a433bb9fc

Title
TERN GeoNetwork UUID

Language
English
Character encoding
UTF8

Point of contact

Terrestrial Ecosystem Research Network
Building 1019, 80 Meiers Rd
Indooroopilly
QLD
4068
Australia
+61 7 3365 9097

Type of resource

Resource scope
Dataset
Metadata linkage
https://geonetwork.tern.org.au/geonetwork/srv/eng/catalog.search#/metadata/4dd04ad7-c24b-4e5f-9cd1-4a4a433bb9fc

Point-of-truth metadata URL

Date info (Creation)
2014-03-13T00:00:00.000000+00:00
Date info (Revision)
2025-12-10T10:34:39.861334+00:00

Metadata standard

Title
ISO 19115-1:2014/AMD 1:2018 Geographic information - Metadata - Fundamentals
Edition
1

Metadata standard

Title
ISO/TS 19115-3:2016
Edition
1.0

Metadata standard

Title
ISO/TS 19157-2:2016
Edition
1.0
Title
Terrestrial Ecosystem Research Network (TERN) Metadata Profile of ISO 19115-3:2016 and ISO 19157-2:2016
Date (published)
2021
Edition
1.0

Identifier

Code
10.5281/zenodo.5652221
Website
https://github.com/ternaustralia/TERN-ISO19115/releases/tag/v1.0

 
 

Overviews

Spatial extent

N
S
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W


Keywords

ANZSRC Fields of Research
Environmental management Forest biodiversity
GCMD Science Keywords
ECOSYSTEM FUNCTIONS FOREST COMPOSITION/VEGETATION STRUCTURE PLANT CHARACTERISTICS PLANT PHENOLOGY VEGETATION INDEX VISIBLE IMAGERY VISIBLE WAVELENGTHS

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