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Updated: Jan 9, 2026

08:16
Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
Published on: October 24, 2025
429
Synthesizing Spectral and Field Observations of Post-fire Conifer Recovery in Dry Conifer Forests
Sarah M Smith-Tripp1, Nicholas C Coops1, Joe Meyer1
1Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, British Columbia Canada.
Summary
Wildfire recovery in Western Cordillera forests depends on ecological drivers. Pre-fire conditions and post-fire moisture consistently aid conifer regrowth, while other factors vary by measurement and method.
Area of Science:
- Forest Ecology
- Fire Ecology
- Remote Sensing
Background:
- Western Cordillera coniferous forests face increased wildfire impacts.
- Conifer recovery post-fire is influenced by diverse ecological drivers.
- Understanding these drivers is vital for landscape dynamics modeling.
Purpose of the Study:
- To synthesize ecological drivers influencing forest recovery pathways after wildfires.
- To analyze variability in conifer establishment and growth based on different recovery metrics.
- To identify research gaps in monitoring and understanding post-fire forest dynamics.
Main Methods:
- Systematic review of studies on forest recovery pathways.
- Extraction of identified recovery pathways and monitoring methods (field vs. spectral).
- Analysis of over 1000 ecological drivers' associations with recovery metrics.
Main Results:
- Spectral methods were commonly used to identify 84 recovery pathways.
- Conifer self-replacement was the most frequent pathway; state change was second.
- Pre-fire composition and post-fire moisture consistently promoted recovery.
Conclusions:
- Pre-fire composition and post-fire moisture are key drivers for conifer recovery.
- Further research needed on spectral monitoring accuracy for structural growth and driver effects across scales.
- Integrating spectral and field data enhances understanding of post-wildfire forest dynamics.
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