“We compared the accuracy of pre-fire and post-fire datasets at different spatial resolutions and assessed the tradeoffs of using the data for machine learning modeling of burn severity.”
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Woodruff, C.D., Clark, P.E., Olsoy, P.J. et al. Assessment of pre and post fire remotely sensed data products across spatial and temporal scales for prescribed fire operations in rangelands. fire ecol 22, 113 (2026). https://doi.org/10.1186/s42408-026-00565-6