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machine learning regression ensemble

Scope: methodological
Papers: 1 | Mentions: 1

Local Knowledge Graph (29 entities)

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Knowledge graph centered on machine learning regression ensemble with 29 nodes and 105 connections. Top connected: snow water equivalent, spatiotemporal variability, fractional snow cover area, stand density effects, porosity.

Definition

Combination of multiple regression approaches (MLR, random forest, ANN) to model spatial patterns in snow density

Related Terms (2)

ML ensembleregression ensemble

Publications (1)

article

Spatially distributed snow depth, bulk density, and snow water equivalent from ground-based and airborne sensor integration at Grand Mesa, Colorado, USA

2024The Cryospherecentral

Related Concepts (10)

spatial patterns

phenomenon2 shared papers

snow water equivalent

measurement1 shared paper

stand density effects

phenomenon1 shared paper

ground-penetrating radar

measurement1 shared paper

remote sensing integration

framework1 shared paper

forecast skill

metric1 shared paper

external uncertainty

metric1 shared paper

sensor integration

process1 shared paper

Complex Refractive Index Method

model type1 shared paper

spatial variability

concept1 shared paper