Articles | Volume 24, issue 13
https://doi.org/10.5194/acp-24-7623-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-24-7623-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
05 Jul 2024
Research article |
| 05 Jul 2024
| 05 Jul 2024
Global estimates of ambient reactive nitrogen components during 2000–2100 based on the multi-stage model
Rui Li
CORRESPONDING AUTHOR
Key Laboratory of Geographic Information Science of the Ministry of Education, School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
Institute of Eco-Chongming (IEC), 20 Cuiniao Road, Chenjia Town, Chongming District, Shanghai, 202162, China
Yining Gao
Key Laboratory of Geographic Information Science of the Ministry of Education, School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
Lijia Zhang
Key Laboratory of Geographic Information Science of the Ministry of Education, School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
Yubing Shen
Key Laboratory of Geographic Information Science of the Ministry of Education, School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
Tianzhao Xu
Department of Research, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, 201318, China
Department of Research, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, 201318, China
Gehui Wang
Key Laboratory of Geographic Information Science of the Ministry of Education, School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
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Cited
13 citations as recorded by crossref.
- Data driven analysis on changing patterns of reactive nitrogen deposition in East and Southeast Asia J. Tan et al. https://doi.org/10.1016/j.atmosenv.2026.121962
- High-resolution inventories for Reactive Nitrogen Emissions from China’s livestock during 2005–2022 Y. Chen et al. https://doi.org/10.1038/s41597-025-05394-x
- Heterogeneous impacts of fire-sourced ozone (O3) pollution on global crop yields in the future climate scenarios R. Li et al. https://doi.org/10.5194/acp-25-14501-2025
- The Evolution of Global Surface Ammonia Concentrations during 2001–2019: Magnitudes, Patterns, and Drivers J. Ma et al. https://doi.org/10.1021/acs.est.4c14020
- Responses of dissolved organic nitrogen to varied nitrogen deposition: A 16-year nitrogen-addition and cessation experiment in a subtropical forest D. Yang et al. https://doi.org/10.1016/j.scitotenv.2025.179284
- Global Soil Nitrous Acid (HONO) Emission Has Aggravated PM2.5 Pollution and Health Risks over the Last Century R. Li et al. https://doi.org/10.1021/acs.est.5c08207
- Human Activities Dominate Global Trends in Terrestrial Phosphorus Deposition S. You et al. https://doi.org/10.1021/acs.est.5c16208
- Effects of nitrogen input on halomethane fluxes via microorganism-mediated pathways in temperate salt marsh soil J. Zhang et al. https://doi.org/10.1016/j.marpolbul.2025.118171
- Divergent responses of soil methane uptake to nitrogen addition across upland ecosystems X. Sui et al. https://doi.org/10.1016/j.still.2026.107136
- Anthropogenic transformation and flow of N in China's fertilizer system Y. Chai et al. https://doi.org/10.1016/j.jclepro.2026.148049
- Formation pathways of particulate NO3− and sources of its precursor over the northwest India: Insights through dual isotopes C. Shaw et al. https://doi.org/10.1016/j.atmosenv.2025.121426
- Blue Carbon Vulnerability Revealed by Damming- and Eutrophication-Induced Source Shifts in River-Connected Marshes N. Zhang et al. https://doi.org/10.1021/acs.est.5c14518
- Global impact of fire emission on ambient nitrate (NO3-) and health effects during 2005–2019 W. Sun et al. https://doi.org/10.1016/j.jhazmat.2025.138509
13 citations as recorded by crossref.
- Data driven analysis on changing patterns of reactive nitrogen deposition in East and Southeast Asia J. Tan et al. https://doi.org/10.1016/j.atmosenv.2026.121962
- High-resolution inventories for Reactive Nitrogen Emissions from China’s livestock during 2005–2022 Y. Chen et al. https://doi.org/10.1038/s41597-025-05394-x
- Heterogeneous impacts of fire-sourced ozone (O3) pollution on global crop yields in the future climate scenarios R. Li et al. https://doi.org/10.5194/acp-25-14501-2025
- The Evolution of Global Surface Ammonia Concentrations during 2001–2019: Magnitudes, Patterns, and Drivers J. Ma et al. https://doi.org/10.1021/acs.est.4c14020
- Responses of dissolved organic nitrogen to varied nitrogen deposition: A 16-year nitrogen-addition and cessation experiment in a subtropical forest D. Yang et al. https://doi.org/10.1016/j.scitotenv.2025.179284
- Global Soil Nitrous Acid (HONO) Emission Has Aggravated PM2.5 Pollution and Health Risks over the Last Century R. Li et al. https://doi.org/10.1021/acs.est.5c08207
- Human Activities Dominate Global Trends in Terrestrial Phosphorus Deposition S. You et al. https://doi.org/10.1021/acs.est.5c16208
- Effects of nitrogen input on halomethane fluxes via microorganism-mediated pathways in temperate salt marsh soil J. Zhang et al. https://doi.org/10.1016/j.marpolbul.2025.118171
- Divergent responses of soil methane uptake to nitrogen addition across upland ecosystems X. Sui et al. https://doi.org/10.1016/j.still.2026.107136
- Anthropogenic transformation and flow of N in China's fertilizer system Y. Chai et al. https://doi.org/10.1016/j.jclepro.2026.148049
- Formation pathways of particulate NO3− and sources of its precursor over the northwest India: Insights through dual isotopes C. Shaw et al. https://doi.org/10.1016/j.atmosenv.2025.121426
- Blue Carbon Vulnerability Revealed by Damming- and Eutrophication-Induced Source Shifts in River-Connected Marshes N. Zhang et al. https://doi.org/10.1021/acs.est.5c14518
- Global impact of fire emission on ambient nitrate (NO3-) and health effects during 2005–2019 W. Sun et al. https://doi.org/10.1016/j.jhazmat.2025.138509
Saved (final revised paper)
Latest update: 29 Aug 2026
Short summary
A three-stage model was developed to obtain the global maps of reactive nitrogen components during 2000–2100. The results implied that cross-validation R2 values of four species showed satisfactory performance (R2 > 0.55). Most reactive nitrogen components, except NH3, in China showed increases during 2000–2013. In the future scenarios, SSP3-7.0 (traditional-energy scenario) and SSP1-2.6 (carbon neutrality scenario) showed the highest and lowest reactive nitrogen component concentrations.
A three-stage model was developed to obtain the global maps of reactive nitrogen components...
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