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INVITA Plot photo data set

This item is harvested.

Definition

This dataset includes plot level photographs captured from consumer mobile phones in the GRDC’s National Variety Trials across 3 seasons, and more than 100 experimental sites. The dataset includes more than 200,000 images of wheat experimental plots. Plot-level imagery taken from handheld devices can be used for vegetation classification and object detection tasks, which enables the computation of important traits such as fractional cover, the detection and counting of heads, and the identification of diseases. Since this dataset includes imagery taken at multiple times with each season, analysis of the temporal dynamics of such traits can be made from which GxExM interactions can be inferred.

Temporal and Spatial Information

Dataset coverage starts
Dataset coverage ends

Data source details

Release Date
Spatial dimension
Across Australia
Contact Point
data@library.uq.edu.au;request.data@grdc.com.au
License
Mediated

Custom Fields

Contributing organisations

University of Queensland
Role: Owner
ROR: University of Queensland ROR

Grains Research and Development Corporation
Role: Owner
ROR: Grains Research and Development Corporation ROR

University of Queensland
Role: Manager
ROR: University of Queensland ROR


Contributing people

Scott Chapman
Role: Principal Investigator
ORCID iD: 0000-0003-4732-8452
Scopus Author ID: 7403044017
Researcher ID: B-9673-2008

Carla Gho Brito
Role: Principal Investigator
ORCID iD: 0000-0001-8361-5366
Scopus Author ID: 56723987400

Javier Fernandez
Role: Associated
ORCID iD: 0000-0002-4862-2461
Scopus Author ID: 57210367889


Digital object identifier

10.48610/f5e1414
Licence type

CC-BY-NC

Mediated
Access rights type

Rights - Conditional

Mediated
Related GRDC investments

  • INVITA - A technology and analytics platform for improving variety selection
    GRDC Contract Code: UOQ2003-011RTX
    Relationship: Output
Related records

  • Scaling up high-throughput phenotyping for abiotic stress selection in the field
    DOI: 10.1007/s00122-021-03864-5
    Relationship: Associated

  • INVITA Satellite data set
    DOI: 10.48610/1c8d86a
    Relationship: Associated

  • INVITA Core site UAV dataset
    DOI: 10.48610/951f13c
    Relationship: Associated

  • INVITA Core site Ground-Based HTP platform Data
    DOI: 10.48610/346651e
    Relationship: Associated

  • INVITA Canopy temperature data set
    DOI: 10.48610/ef6a465
    Relationship: Associated
Keywords

  • Mobile phone photograhs
  • GxExM interactions
Fields of Research (FoR) codes

  • 300205 - 300205 (unable to view classification)
  • 300206 - 300206 (unable to view classification)
  • 300406 - 300406 (unable to view classification)
Spatial coverage type
 Other