Articles | Volume 14, issue 14
https://doi.org/10.5194/bg-14-3487-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-14-3487-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
24 Jul 2017
Research article |
| 24 Jul 2017
Constraining a complex biogeochemical model for CO2 and N2O emission simulations from various land uses by model–data fusion
Tobias Houska
CORRESPONDING AUTHOR
Institute for Landscape Ecology and Resources Management (ILR),
Research Centre for BioSystems, Land Use and Nutrition (iFZ), Justus Liebig
University Giessen, 35392 Giessen, Germany
David Kraus
Institute of Meteorology and Climate Research – Atmospheric
Environmental Research (IMK-IFU), 82467 Garmisch-Partenkirchen, Germany
Ralf Kiese
Institute of Meteorology and Climate Research – Atmospheric
Environmental Research (IMK-IFU), 82467 Garmisch-Partenkirchen, Germany
Lutz Breuer
Institute for Landscape Ecology and Resources Management (ILR),
Research Centre for BioSystems, Land Use and Nutrition (iFZ), Justus Liebig
University Giessen, 35392 Giessen, Germany
Centre for International Development and Environmental Research
(ZEU), Justus Liebig University Giessen, 35392 Giessen, Germany
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Cited
20 citations as recorded by crossref.
- Detection of hidden model errors by combining single and multi-criteria calibration T. Houska et al. 10.1016/j.scitotenv.2021.146218
- Grassland yield estimations – potentials and limitations of remote sensing in comparison to process-based modeling and field measurements S. Reinermann et al. 10.5194/bg-22-4969-2025
- Effects of nitrogen and phosphorus on the production of carbon dioxide and nitrous oxide in salt-affected soils under different vegetation communities L. Zhang et al. 10.1016/j.atmosenv.2019.02.024
- The Response of CO2 Flux to Soil Warming, Manure Application and Soil Salinity S. ALTIKAT et al. 10.21597/jist.515501
- Modelling spatial and inter-annual variations of nitrous oxide emissions from UK cropland and grasslands using DailyDayCent N. Fitton et al. 10.1016/j.agee.2017.08.032
- Research on the measurement of CO2 concentration based on multi-band fusion model H. Li et al. 10.1007/s00340-020-07564-8
- Number of Chamber Measurement Locations for Accurate Quantification of Landscape‐Scale Greenhouse Gas Fluxes: Importance of Land Use, Seasonality, and Greenhouse Gas Type E. Wangari et al. 10.1029/2022JG006901
- Common agronomic adaptation strategies to climate change may increase soil greenhouse gas emission in Northern Europe D. Grados et al. 10.1016/j.agrformet.2024.109966
- A redistribution of nitrogen fertiliser across global croplands can help achieve food security within environmental boundaries A. Smerald et al. 10.1038/s43247-023-00970-8
- Significant Global Yield-Gap Closing Is Possible Without Increasing the Intensity of Environmentally Harmful Nitrogen Losses A. Smerald et al. 10.3389/fsufs.2022.736394
- Warming Enhances CO2 Flux from Saline–Alkali Soils by Intensifying Moisture–Temperature Interactions in the Critical Zone Y. Liu et al. 10.3390/land14101964
- Spatial-temporal patterns of foliar and bulk soil 15N isotopic signatures across a heterogeneous landscape: Linkages to soil N status, nitrate leaching, and N2O fluxes E. Gachibu Wangari et al. 10.1016/j.soilbio.2024.109609
- Impact of climate change on greenhouse gas emissions and water balance in a dryland-cropping region with variable precipitation T. Karimi et al. 10.1016/j.jenvman.2021.112301
- Dynamic simulation of management events for assessing impacts of climate change on pre-alpine grassland productivity K. Petersen et al. 10.1016/j.eja.2021.126306
- In-situ N2O and N2 data improved N budget simulation with APSIM and LandscapeDNDC in tropical sugarcane systems N. Takeda et al. 10.1016/j.agee.2024.109193
- An improved process-oriented hydro-biogeochemical model for simulating dynamic fluxes of methane and nitrous oxide in alpine ecosystems with seasonally frozen soils W. Zhang et al. 10.5194/bg-18-4211-2021
- Constraining N cycling in the ecosystem model LandscapeDNDC with the stable isotope model SIMONE T. Denk et al. 10.1002/ecy.2675
- Co-effects of salinity and moisture on CO2 and N2O emissions of laboratory-incubated salt-affected soils from different vegetation types L. Zhang et al. 10.1016/j.geoderma.2018.06.025
- Systems biology approaches towards predictive microbial ecology A. Otwell et al. 10.1111/1462-2920.14378
- Evaluating MONICA's capability to simulate water, carbon and nitrogen fluxes in a wet grassland at contrasting water tables V. Khaledi et al. 10.1016/j.scitotenv.2024.174995
20 citations as recorded by crossref.
- Detection of hidden model errors by combining single and multi-criteria calibration T. Houska et al. 10.1016/j.scitotenv.2021.146218
- Grassland yield estimations – potentials and limitations of remote sensing in comparison to process-based modeling and field measurements S. Reinermann et al. 10.5194/bg-22-4969-2025
- Effects of nitrogen and phosphorus on the production of carbon dioxide and nitrous oxide in salt-affected soils under different vegetation communities L. Zhang et al. 10.1016/j.atmosenv.2019.02.024
- The Response of CO2 Flux to Soil Warming, Manure Application and Soil Salinity S. ALTIKAT et al. 10.21597/jist.515501
- Modelling spatial and inter-annual variations of nitrous oxide emissions from UK cropland and grasslands using DailyDayCent N. Fitton et al. 10.1016/j.agee.2017.08.032
- Research on the measurement of CO2 concentration based on multi-band fusion model H. Li et al. 10.1007/s00340-020-07564-8
- Number of Chamber Measurement Locations for Accurate Quantification of Landscape‐Scale Greenhouse Gas Fluxes: Importance of Land Use, Seasonality, and Greenhouse Gas Type E. Wangari et al. 10.1029/2022JG006901
- Common agronomic adaptation strategies to climate change may increase soil greenhouse gas emission in Northern Europe D. Grados et al. 10.1016/j.agrformet.2024.109966
- A redistribution of nitrogen fertiliser across global croplands can help achieve food security within environmental boundaries A. Smerald et al. 10.1038/s43247-023-00970-8
- Significant Global Yield-Gap Closing Is Possible Without Increasing the Intensity of Environmentally Harmful Nitrogen Losses A. Smerald et al. 10.3389/fsufs.2022.736394
- Warming Enhances CO2 Flux from Saline–Alkali Soils by Intensifying Moisture–Temperature Interactions in the Critical Zone Y. Liu et al. 10.3390/land14101964
- Spatial-temporal patterns of foliar and bulk soil 15N isotopic signatures across a heterogeneous landscape: Linkages to soil N status, nitrate leaching, and N2O fluxes E. Gachibu Wangari et al. 10.1016/j.soilbio.2024.109609
- Impact of climate change on greenhouse gas emissions and water balance in a dryland-cropping region with variable precipitation T. Karimi et al. 10.1016/j.jenvman.2021.112301
- Dynamic simulation of management events for assessing impacts of climate change on pre-alpine grassland productivity K. Petersen et al. 10.1016/j.eja.2021.126306
- In-situ N2O and N2 data improved N budget simulation with APSIM and LandscapeDNDC in tropical sugarcane systems N. Takeda et al. 10.1016/j.agee.2024.109193
- An improved process-oriented hydro-biogeochemical model for simulating dynamic fluxes of methane and nitrous oxide in alpine ecosystems with seasonally frozen soils W. Zhang et al. 10.5194/bg-18-4211-2021
- Constraining N cycling in the ecosystem model LandscapeDNDC with the stable isotope model SIMONE T. Denk et al. 10.1002/ecy.2675
- Co-effects of salinity and moisture on CO2 and N2O emissions of laboratory-incubated salt-affected soils from different vegetation types L. Zhang et al. 10.1016/j.geoderma.2018.06.025
- Systems biology approaches towards predictive microbial ecology A. Otwell et al. 10.1111/1462-2920.14378
- Evaluating MONICA's capability to simulate water, carbon and nitrogen fluxes in a wet grassland at contrasting water tables V. Khaledi et al. 10.1016/j.scitotenv.2024.174995
Latest update: 31 Oct 2025
Short summary
CO2 and N2O are two prominent GHGs contributing to global warming. We combined measurement and modelling to quantify GHG emissions from adjacent arable, forest and grassland sites in Germany. Measured emissions reveal seasonal patterns and management effects like fertilizer application, tillage, harvest and grazing. Modelling helps to estimate the magnitude and uncertainty of not measurable C and N fluxes and indicates missing input source, e.g. nitrate uptake from groundwater.
CO2 and N2O are two prominent GHGs contributing to global warming. We combined measurement and...
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