Research output per year
Research output per year
Personal profile
Biography
3rd year PhD Researcher working on remote sensing the changes in lake-calving glacier area and dynamics through using Google Earth Engine. I am developing an Object-Based Image Analysis (OBIA) code that allows the automatic detection in glacial lake area and subsequent changes from satellite imagery Landsat 4-9 in different glaciated regions in the world.
My current work is focused on developing an OBIA code in Google Earth Engine to study the changes in the areal extent of the glacial lakes in the Southern Alps of New Zealand between 2000-2023.
I am experienced in remote sensing, particularly in utilising the power of Google Earth Engine to retrieve image collections to all cloud-free or low-cloud cover Landsat 4-9 satellite imagery as well as other sensors such as Sentinel-2 and MODIS.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master, MESci Geology and Physical Geography, University of Liverpool
25 Sept 2017 → 1 Jun 2021
Award Date: 23 Jul 2021
Keywords
- GB Physical geography
- Google Earth Engine
- Glaciology
- Remote Sensing
- Data Science
- Machine Learning
- GIS
- Javascript
- Python
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Research output
- 1 Abstract
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Monitoring the changes in the extent of glacial lakes in the Southern Alps, New Zealand from 2000-2023 using an Object-Based Image Analysis (OBIA) approach in Google Earth Engine (GEE)
Morgan, T., McNabb, R. & Dunlop, P., 1 Sept 2023, (Accepted/In press).Research output: Contribution to conference › Abstract