Published June 27, 2026
| Version v2
Dataset
Open
Data set for "Emerging nitrogen-driven urban atmosphere control on aerosol iron dissolution for biogeochemical cycles"
Authors/Creators
- 1. Department of Atmospheric Sciences, School of Earth Sciences, Zhejiang University
- 2. Hangzhou Institute of Advanced Studies, Zhejiang Normal University
Description
All files within this directory are used to generate the model/data/plots used in the submissions.
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Fe datasets used in Machine Learning model are provided in:
#### Iron dataset_Wang_2025.xlsx
The code for random forest (RF) model runs and SHapley Additive exPlanations (SHAP) algorithm calculations is made using:
#### Code for RF-SHAP calculations.txt
The code for establishing the nonlinear relationship between %FeS and explanatory variables using the generalized additive model (GAM) is provided in:
#### Code for GAM analysis.txt