Mapping Planetary Surface Ages at Ultimate Resolutions with Machine Learning: The Moon
The density of impact craters upon a terrestrial surface can give an accurate estimate of the surface's formation age. The Moon has hundreds of millions of impact craters scattered across its surface. Through the power of machine learning, we can automatically count those craters to date any su...
| Main Author: | |
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| Format: | Thesis |
| Published: |
Curtin University
2023
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| Online Access: | http://hdl.handle.net/20.500.11937/95165 |
| _version_ | 1848765974181838848 |
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| author | Fairweather, John Hugh |
| author_facet | Fairweather, John Hugh |
| author_sort | Fairweather, John Hugh |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The density of impact craters upon a terrestrial surface can give an accurate estimate of the surface's formation age. The Moon has hundreds of millions of impact craters scattered across its surface. Through the power of machine learning, we can automatically count those craters to date any surface on the Moon! |
| first_indexed | 2025-11-14T11:43:46Z |
| format | Thesis |
| id | curtin-20.500.11937-95165 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:43:46Z |
| publishDate | 2023 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-951652024-05-27T01:46:56Z Mapping Planetary Surface Ages at Ultimate Resolutions with Machine Learning: The Moon Fairweather, John Hugh The density of impact craters upon a terrestrial surface can give an accurate estimate of the surface's formation age. The Moon has hundreds of millions of impact craters scattered across its surface. Through the power of machine learning, we can automatically count those craters to date any surface on the Moon! 2023 Thesis http://hdl.handle.net/20.500.11937/95165 Curtin University fulltext |
| spellingShingle | Fairweather, John Hugh Mapping Planetary Surface Ages at Ultimate Resolutions with Machine Learning: The Moon |
| title | Mapping Planetary Surface Ages at Ultimate Resolutions with
Machine Learning: The Moon |
| title_full | Mapping Planetary Surface Ages at Ultimate Resolutions with
Machine Learning: The Moon |
| title_fullStr | Mapping Planetary Surface Ages at Ultimate Resolutions with
Machine Learning: The Moon |
| title_full_unstemmed | Mapping Planetary Surface Ages at Ultimate Resolutions with
Machine Learning: The Moon |
| title_short | Mapping Planetary Surface Ages at Ultimate Resolutions with
Machine Learning: The Moon |
| title_sort | mapping planetary surface ages at ultimate resolutions with
machine learning: the moon |
| url | http://hdl.handle.net/20.500.11937/95165 |