A flexible multi-scale approach for downscaling GRACE-derived groundwater storage anomaly using LightGBM and random forest in the Tashk-Bakhtegan Basin, Iran

Study region: Tasht-Bakhtegan Basin, Iran Study focus: The main objectives of this study are to reconstruct and downscale GRACE data from a coarse resolution of 1-degree to a finer resolution of 1-km. This was accomplished using a robust and flexible multi-scale approach, leveraging machine learning...

Полное описание

Библиографические подробности
Главные авторы: Arezo Mohtaram, Hossein Shafizadeh-Moghadam, Hamed Ketabchi
Формат: Статья
Язык:English
Опубликовано: Elsevier 2025-02-01
Серии:Journal of Hydrology: Regional Studies
Предметы:
Online-ссылка:http://www.sciencedirect.com/science/article/pii/S221458182400435X