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Neural Network Algorithms for Estimating Snow Depth and Scattering Mean Free Path from ICESat-2 Measurements of Multiple Scattering Inside Snow

Lidar measurements of green laser light traveling inside snow can be modeled using Monte Carlo simulations. These simulations generate databases that link snow properties (such as snow depth and scattering mean free path) with lidar backscatter vertical profile measurements. In this study, these sim...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yinuo Zhou, Kyle Hu, Xiaomei Lu
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2026-01-01
Schriftenreihe:Atmosphere
Schlagworte:
snow depth
space lidar
ICESat-2
Monte Carlo
neural networks
Online-Zugang:https://www.mdpi.com/2073-4433/17/2/151
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