Articles | Volume 11, issue 4
Geosci. Model Dev., 11, 1377–1403, 2018
https://doi.org/10.5194/gmd-11-1377-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue: The Lund–Potsdam–Jena managed Land (LPJmL) dynamic...
Geosci. Model Dev., 11, 1377–1403, 2018
https://doi.org/10.5194/gmd-11-1377-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Model evaluation paper 12 Apr 2018
Model evaluation paper | 12 Apr 2018
LPJmL4 – a dynamic global vegetation model with managed land – Part 2: Model evaluation
Sibyll Schaphoff et al.
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Cited
27 citations as recorded by crossref.
- Combining European Earth Observation products with Dynamic Global Vegetation Models for estimating Essential Biodiversity Variables M. Dantas de Paula et al. 10.1080/17538947.2019.1597187
- Global cotton production under climate change – Implications for yield and water consumption Y. Jans et al. 10.5194/hess-25-2027-2021
- Implementing the nitrogen cycle into the dynamic global vegetation, hydrology, and crop growth model LPJmL (version 5.0) W. von Bloh et al. 10.5194/gmd-11-2789-2018
- CO-BENEFIT OF CLIMATE POLICY IN GLOBAL CROP YIELD CHANGES ASSOCIATED WITH TROPOSPHERIC OZONE DECREASES R. WATANABE et al. 10.2208/jscejer.76.5_I_129
- Recent Global Cropland Water Consumption Constrained by Observations Y. Chen et al. 10.1029/2018WR023573
- Simulating functional diversity of European natural forests along climatic gradients K. Thonicke et al. 10.1111/jbi.13809
- Understanding the uncertainty in global forest carbon turnover T. Pugh et al. 10.5194/bg-17-3961-2020
- How evaluation of global hydrological models can help to improve credibility of river discharge projections under climate change V. Krysanova et al. 10.1007/s10584-020-02840-0
- The Influence of Environmental Change (Crops and Water) on Population Redistribution in Mexico and Ethiopia H. Xia et al. 10.3390/app9235219
- The global water resources and use model WaterGAP v2.2d: model description and evaluation H. Müller Schmied et al. 10.5194/gmd-14-1037-2021
- Freshwater resources under success and failure of the Paris climate agreement J. Heinke et al. 10.5194/esd-10-205-2019
- Water Use in Global Livestock Production—Opportunities and Constraints for Increasing Water Productivity J. Heinke et al. 10.1029/2019WR026995
- LPJmL4 – a dynamic global vegetation model with managed land – Part 1: Model description S. Schaphoff et al. 10.5194/gmd-11-1343-2018
- First process-based simulations of climate change impacts on global tea production indicate large effects in the World’s major producer countries T. Beringer et al. 10.1088/1748-9326/ab649b
- Land management and climate change determine second‐generation bioenergy potential of the US Northern Great Plains K. Dolan et al. 10.1111/gcbb.12686
- Improving the LPJmL4-SPITFIRE vegetation–fire model for South America using satellite data M. Drüke et al. 10.5194/gmd-12-5029-2019
- The Global Gridded Crop Model Intercomparison phase 1 simulation dataset C. Müller et al. 10.1038/s41597-019-0023-8
- Global advanced bioenergy potential under environmental protection policies and societal transformation measures W. Wu et al. 10.1111/gcbb.12614
- Feeding ten billion people is possible within four terrestrial planetary boundaries D. Gerten et al. 10.1038/s41893-019-0465-1
- Freshwater requirements of large-scale bioenergy plantations for limiting global warming to 1.5 °C F. Stenzel et al. 10.1088/1748-9326/ab2b4b
- Critical adjustment of land mitigation pathways for assessing countries’ climate progress G. Grassi et al. 10.1038/s41558-021-01033-6
- Constraining modelled global vegetation dynamics and carbon turnover using multiple satellite observations M. Forkel et al. 10.1038/s41598-019-55187-7
- Emergent relationships with respect to burned area in global satellite observations and fire-enabled vegetation models M. Forkel et al. 10.5194/bg-16-57-2019
- Potential yield simulated by global gridded crop models: using a process-based emulator to explain their differences B. Ringeval et al. 10.5194/gmd-14-1639-2021
- Simulating the effect of tillage practices with the global ecosystem model LPJmL (version 5.0-tillage) F. Lutz et al. 10.5194/gmd-12-2419-2019
- Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015 L. Yin et al. 10.1016/j.advwatres.2020.103661
- Options to model the effects of tillage on N2O emissions at the global scale F. Lutz et al. 10.1016/j.ecolmodel.2018.11.015
27 citations as recorded by crossref.
- Combining European Earth Observation products with Dynamic Global Vegetation Models for estimating Essential Biodiversity Variables M. Dantas de Paula et al. 10.1080/17538947.2019.1597187
- Global cotton production under climate change – Implications for yield and water consumption Y. Jans et al. 10.5194/hess-25-2027-2021
- Implementing the nitrogen cycle into the dynamic global vegetation, hydrology, and crop growth model LPJmL (version 5.0) W. von Bloh et al. 10.5194/gmd-11-2789-2018
- CO-BENEFIT OF CLIMATE POLICY IN GLOBAL CROP YIELD CHANGES ASSOCIATED WITH TROPOSPHERIC OZONE DECREASES R. WATANABE et al. 10.2208/jscejer.76.5_I_129
- Recent Global Cropland Water Consumption Constrained by Observations Y. Chen et al. 10.1029/2018WR023573
- Simulating functional diversity of European natural forests along climatic gradients K. Thonicke et al. 10.1111/jbi.13809
- Understanding the uncertainty in global forest carbon turnover T. Pugh et al. 10.5194/bg-17-3961-2020
- How evaluation of global hydrological models can help to improve credibility of river discharge projections under climate change V. Krysanova et al. 10.1007/s10584-020-02840-0
- The Influence of Environmental Change (Crops and Water) on Population Redistribution in Mexico and Ethiopia H. Xia et al. 10.3390/app9235219
- The global water resources and use model WaterGAP v2.2d: model description and evaluation H. Müller Schmied et al. 10.5194/gmd-14-1037-2021
- Freshwater resources under success and failure of the Paris climate agreement J. Heinke et al. 10.5194/esd-10-205-2019
- Water Use in Global Livestock Production—Opportunities and Constraints for Increasing Water Productivity J. Heinke et al. 10.1029/2019WR026995
- LPJmL4 – a dynamic global vegetation model with managed land – Part 1: Model description S. Schaphoff et al. 10.5194/gmd-11-1343-2018
- First process-based simulations of climate change impacts on global tea production indicate large effects in the World’s major producer countries T. Beringer et al. 10.1088/1748-9326/ab649b
- Land management and climate change determine second‐generation bioenergy potential of the US Northern Great Plains K. Dolan et al. 10.1111/gcbb.12686
- Improving the LPJmL4-SPITFIRE vegetation–fire model for South America using satellite data M. Drüke et al. 10.5194/gmd-12-5029-2019
- The Global Gridded Crop Model Intercomparison phase 1 simulation dataset C. Müller et al. 10.1038/s41597-019-0023-8
- Global advanced bioenergy potential under environmental protection policies and societal transformation measures W. Wu et al. 10.1111/gcbb.12614
- Feeding ten billion people is possible within four terrestrial planetary boundaries D. Gerten et al. 10.1038/s41893-019-0465-1
- Freshwater requirements of large-scale bioenergy plantations for limiting global warming to 1.5 °C F. Stenzel et al. 10.1088/1748-9326/ab2b4b
- Critical adjustment of land mitigation pathways for assessing countries’ climate progress G. Grassi et al. 10.1038/s41558-021-01033-6
- Constraining modelled global vegetation dynamics and carbon turnover using multiple satellite observations M. Forkel et al. 10.1038/s41598-019-55187-7
- Emergent relationships with respect to burned area in global satellite observations and fire-enabled vegetation models M. Forkel et al. 10.5194/bg-16-57-2019
- Potential yield simulated by global gridded crop models: using a process-based emulator to explain their differences B. Ringeval et al. 10.5194/gmd-14-1639-2021
- Simulating the effect of tillage practices with the global ecosystem model LPJmL (version 5.0-tillage) F. Lutz et al. 10.5194/gmd-12-2419-2019
- Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015 L. Yin et al. 10.1016/j.advwatres.2020.103661
- Options to model the effects of tillage on N2O emissions at the global scale F. Lutz et al. 10.1016/j.ecolmodel.2018.11.015
Latest update: 14 Jun 2021
Special issue
Short summary
Here we provide a comprehensive evaluation of the now launched version 4.0 of the LPJmL biosphere, water, and agricultural model. The article is the second part to a comprehensive description of the LPJmL4 model. We have evaluated the model against various datasets of satellite observations, agricultural statistics, and in situ measurements by applying a range of metrics. We are able to show that the LPJmL4 model simulates many parameters and relations reasonably.
Here we provide a comprehensive evaluation of the now launched version 4.0 of the LPJmL...
