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groundwater imputation

Scope: hydrology
Papers: 2 | Mentions: 3

Local Knowledge Graph (25 entities)

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Knowledge graph centered on groundwater imputation with 25 nodes and 49 connections. Top connected: evapotranspiration, Imputation of contiguous gaps and extremes of subh, gravimetric method, Piezometer groundwater monitoring, Challenging problems of quality assurance and qual.

Definition

Process of estimating or gap-filling missing entries in groundwater time series data

Related Terms (3)

GW imputationgap-fillingimputation

Publications (2)

article

Imputation of contiguous gaps and extremes of subhourly groundwater time series using random forests

2022Journal of Machine Learning for Modeling and Computingcentral
article

Challenging problems of quality assurance and quality control (QA/QC) of meteorological time series data

2021Stochastic environmental research and risk assessmentcentral

Related Concepts (10)

evapotranspiration

process1 shared paper

model performance evaluation

framework1 shared paper

ensemble learning

framework1 shared paper

information entropy

metric1 shared paper

sequential imputation

framework1 shared paper

hydrograph extremes

phenomenon1 shared paper

sliding-window analysis

methodology1 shared paper

Quality Assurance (QA)

framework1 shared paper

outlier detection

process1 shared paper

uncertainty estimation

metric1 shared paper