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hybrid predictive modeling

Scope: methodological
Papers: 1 | Mentions: 1

Local Knowledge Graph (37 entities)

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Knowledge graph centered on hybrid predictive modeling with 37 nodes and 121 connections. Top connected: climate change, snowpack persistence, leaf water content, evapotranspiration, air temperature.

Definition

Modeling approach that integrates machine learning with meteorological data, remote sensing, and either flux measurements or mechanistic model outputs

Related Terms (1)

HPM

Publications (1)

article

A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration

2021Hydrology and Earth Systems Sciencecentral

Related Concepts (10)

soil respiration

process3 shared papers

carbon mass balance

framework2 shared papers

NDVI

metric2 shared papers

Long Short-Term Memory

model type2 shared papers

snowpack persistence

process2 shared papers

aboveground primary productivity

measurement2 shared papers

evapotranspiration

process1 shared paper

spatiotemporal variability

phenomenon1 shared paper

water balance

framework1 shared paper

drought severity

measurement1 shared paper