2019-20 Honours project - Patterns and trends of frontal activity in Australian marine hotspots

Created 23/06/2025

Updated 23/06/2025

This record contains: 1. Thesis 2. The MATLAB codes of the adaptive Canny gradient-based edge detection algorithm and calculating frontal probability/density (for AVHRR data and MODIS data separately). 3. Frontal probability (probability of frontal encounter, PFE) and frontal density (FD) data over Australian hotspot regions (for AVHRR data and MODIS data separately) 4. Results of the Mann-Kendall trend test The purpose of this study is to verify the regional trends of frontal activity within the two marine hotspots near Australia and compare the performance of the two edge detection algorithms.

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Additional Info

Field Value
Title 2019-20 Honours project - Patterns and trends of frontal activity in Australian marine hotspots
Language eng
Licence Not Specified
Landing Page https://data.gov.au/data/dataset/1159a3c4-8d46-4b71-b2c4-5485af6de401
Contact Point
Australian Ocean Data Network
kai.yang@utas.edu.au
Reference Period 10/07/2019 - 14/08/2020
Geospatial Coverage
Map data © OpenStreetMap contributors
{
  "coordinates": [
    [
      [
        146.0,
        -43.0
      ],
      [
        161.0,
        -43.0
      ],
      [
        161.0,
        -25.0
      ],
      [
        146.0,
        -25.0
      ],
      [
        146.0,
        -43.0
      ]
    ]
  ],
  "type": "Polygon"
}
Data Portal Australian Oceans Data Network

Data Source

This dataset was originally found on Australian Oceans Data Network "2019-20 Honours project - Patterns and trends of frontal activity in Australian marine hotspots". Please visit the source to access the original metadata of the dataset:
https://catalogue.aodn.org.au/geonetwork/srv/eng/csw/dataset/2019-20-honours-project-patterns-and-trends-of-frontal-activity-in-australian-marine-hotspots