Improved Streamflow Forecasting Through SWE-Augmented Spatio-Temporal Graph Neural Networks

Streamflow forecasting in snowmelt-dominated basins is essential for water resource planning, flood mitigation, and ecological sustainability. This study presents a comparative evaluation of statistical, machine learning (Random Forest), and deep learning models (Long Short-Term Memory (LSTM), Gated...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Akhila Akkala, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Pouya Hosseinzadeh, Ayman Nassar
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2025-10-01
Цуврал:	Hydrology
Нөхцлүүд:	streamflow prediction snow water equivalent machine learning graph network temporal and spatial characteristics Upper Colorado River Basin
Онлайн хандалт:	https://www.mdpi.com/2306-5338/12/10/268
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!