Revealing causes of a surprising correlation: snow water equivalent and spatial statistics from Calibrated Enhanced-Resolution Brightness Temperatures (CETB) using interpretable machine learning and SHAP analysis

Seasonal snowpack is a crucial water resource, making accurate Snow Water Equivalent (SWE) estimation essential for water management and environmental assessment. This study introduces a novel approach to Passive Microwave (PMW) SWE estimation, leveraging the strong, unexpected correlation between S...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Mahboubeh Boueshagh, Joan M. Ramage, Mary J. Brodzik, David G. Long, Molly Hardman, Hans-Peter Marshall
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	Frontiers Media S.A. 2025-03-01
श्रृंखला:	Frontiers in Remote Sensing
विषय:	snow water equivalent (SWE) passive microwave remote sensing machine learning enhanced-resolution data spatial standard deviation SHapley additive exPlanation (SHAP)
ऑनलाइन पहुंच:	https://www.frontiersin.org/articles/10.3389/frsen.2025.1554084/full
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