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Unraveling Nitrate Source Dynamics in Megacity Rivers Using an Integrated Machine Learning–Bayesian Isotope Framework

delete2026-03-04
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任婕 cover
任婕 (Jie Ren)
G
Guilin Han *
X
Xiaolong Liu
X
Xi Gao
S
Shitong Zhang
DOI:10.3390/w18010106delete
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Abstract

Abstract

En
Keywords:
megacity rivers
nitrate source appointment
dual nitrate isotopes
self-organization map
Bayesian mixing model
Beijing–Tianjin–Hebei region
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Journal

W
Water
IF:
3
Papers:
3.2W
Citations:
7.4W

Organization

T
tianjin normal university
Scholars:
1.0K
Papers: 393
Citations: 0
C
china university of geosciences
Scholars:
8.1K
Papers: 3.0K
Citations: 0