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

Abstract 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...

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Bibliographic Details
Main Authors: Guichao Gai, Mei Qiu, Weiqiang Zhang, Longqing Shi
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-75197-4