Enhancing Alaskan wildfire prediction and carbon flux estimation: a two-stage deep learning approach within a process-based model
Wildfires in boreal forests release substantial amounts of carbon into the atmosphere. However, current land-surface models are limited in their representation of fire processes, including their ignition and spread. This study thus developed FireDL, a novel data-driven machine-learning model for the...
| Published in: | Environmental Research Letters |
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| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
IOP Publishing
2024-01-01
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| Subjects: | |
| Online Access: | https://doi.org/10.1088/1748-9326/ad8bdc |