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Evaluation of water richness in coal seam roof aquifer based on factor optimization and random fores...

Evaluation of water richness in coal seam roof aquifer based on factor optimization and random fores...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4dace7b806494a80adb85d5c6bbd0695

Evaluation of water richness in coal seam roof aquifer based on factor optimization and random forest method

About this item

Full title

Evaluation of water richness in coal seam roof aquifer based on factor optimization and random forest method

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2024-10, Vol.14 (1), p.24421-23, Article 24421

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Water richness evaluation of coal seam roofs is a crucial prerequisite for preventing and controlling water hazards in coal seam roofs. For this purpose, Spearman correlation and GeoDetector were employed for factor optimization to investigate the significance of lithological and structural factors and the impact of interactions among different fac...

Alternative Titles

Full title

Evaluation of water richness in coal seam roof aquifer based on factor optimization and random forest method

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_4dace7b806494a80adb85d5c6bbd0695

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4dace7b806494a80adb85d5c6bbd0695

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-75197-4

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