ML-SWAN-v1: a hybrid machine learning framework for the concentration prediction and discovery of transport pathways of surface water nutrients

<p>Nutrient data from catchments discharging to receiving waters are monitored for catchment management. However, nutrient data are often sparse in time and space and have non-linear responses to environmental factors, making it difficult to systematically analyse long- and short-term trends a...

Full description

Bibliographic Details
Main Authors: B. Wang, M. R. Hipsey, C. Oldham
Format: Article
Language:English
Published: Copernicus Publications 2020-09-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/13/4253/2020/gmd-13-4253-2020.pdf