Maximum entropy modeling to identify physical drivers of shallow snowpack heterogeneity using unpiloted aerial system (UAS) lidar

Eunsang Cho,Adam G. Hunsaker,Jennifer M. Jacobs,Michael Palace,Franklin B. Sullivan,Elizabeth A. Burakowski

Journal of Hydrology（2021）

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摘要

•Drivers of snow spatial patterns from UAS lidar were identified using MaxEnt.•Plant functional type and terrain roughness are the largest contributors.•Soil properties were also important controls probably due to thermal transfer.

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关键词

Spatial variability of snowpack,Remote sensing,Unpiloted aerial system,LiDAR,Maximum entropy modeling,Machine Learning

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