Water researchEnvironmental MonitoringPhosphorusUncertaintyWater QualitySpectrophotometry
Multivariate mixture density network for real-time monitoring of non-point source pollution in small watershed based on UV-visible spectrometer network with per-estimation uncertainty evaluation.
Yongxin Liu, Lifu Zhang, Xuejian Sun, Siqian Qiu
Published: 202610.1016/j.watres.2025.124817
Abstract
Monitoring of non-point source pollution (NPSP) in small watersheds suffers from low monitoring frequency and sparse spatial coverage, limiting both our understanding and effective management of NPSP. UV-Visible (UV-Vis) spectrometry, known for its r…
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