Hydrological Modeling using Machine Learning Methods leaf node

Environmental Engineering
- Hydrological Modeling using Machine Learning Methods

URI

https://openalex.org/T11490

Label

Hydrological Modeling using Machine Learning Methods

Description

This cluster of papers focuses on the application of machine learning methods, such as artificial neural networks, support vector machines, and wavelet analysis, in hydrological modeling and forecasting for water resources management. The papers cover topics including rainfall-runoff modeling, groundwater level forecasting, river flow prediction, and water quality modeling.

Inherits from

Environmental Engineering

Environmental Science

Physical Sciences

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T11490> a skos:Concept ;
    rdfs:label "Hydrological Modeling using Machine Learning Methods"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Hydrological_modeling>,
        <https://openalex.org/T11490> ;
    skos:broader oasubfields:2305 ;
    skos:definition "This cluster of papers focuses on the application of machine learning methods, such as artificial neural networks, support vector machines, and wavelet analysis, in hydrological modeling and forecasting for water resources management. The papers cover topics including rainfall-runoff modeling, groundwater level forecasting, river flow prediction, and water quality modeling."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Hydrological Modeling using Machine Learning Methods"@en ;
    openalex:cited_by_count 347569 ;
    openalex:works_count 22490 .