Articles | Volume 9, issue 11
https://doi.org/10.5194/gmd-9-4169-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-9-4169-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Model evaluation paper
| 
22 Nov 2016
Model evaluation paper |
| 22 Nov 2016
Forest soil carbon stock estimates in a nationwide inventory: evaluating performance of the ROMULv and Yasso07 models in Finland
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Tapio Linkosalo
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Mikko Peltoniemi
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Risto Sievänen
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Raisa Mäkipää
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Pekka Tamminen
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Maija Salemaa
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Tiina Nieminen
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Boris Ťupek
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Juha Heikkinen
Natural Resources Institute Finland, Natural resources and bioproduction, (LUKE), P.O. Box 2, 00791 Helsinki, Finland
Alexander Komarov
Institute of Physicochemical and Biological Problems in Soil Science of the Russian Academy of Sciences, 142290 Institutskaya ul., 2, Pushchino, Moscow, Russian Federation
deceased
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26 citations as recorded by crossref.
- Comparing soil inventory with modelling: Carbon balance in central European forest soils varies among forest types D. Ziche et al. 10.1016/j.scitotenv.2018.07.327
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- Do mycorrhizal symbionts drive latitudinal trends in photosynthetic carbon use efficiency and carbon sequestration in boreal forests? A. Mäkelä et al. 10.1016/j.foreco.2022.120355
- How do harvesting methods applied in continuous-cover forestry and rotation forest management impact soil carbon storage and degradability in boreal Scots pine forests? E. Roth et al. 10.1016/j.foreco.2023.121144
- An evaluation of soil carbon models and their role on finding ways to net-zero carbon in agricultural systems G. Vazquez Amabile et al. 10.1016/j.still.2024.106342
- Modeling soil organic carbon dynamics in temperate forests with Yasso07 Z. Mao et al. 10.5194/bg-16-1955-2019
- Quantification of the effect of environmental changes on the brownification of Lake Kukkia in southern Finland K. Rankinen et al. 10.1007/s13280-023-01911-7
- Forest carbon payments: A multidisciplinary review of policy options for promoting carbon storage in EU member states A. Assmuth et al. 10.1016/j.landusepol.2024.107341
- Latitudinal pattern in community‐wide herbivory does not match the pattern in herbivory averaged across common plant species E. Zvereva et al. 10.1111/1365-2745.13438
- Influence of clear-cutting on ground vegetation biomass and dwarf shrubs increment in the Scots pine forests of the European North-East A. Osipov & M. Kuznetsov 10.1590/01047760202329013107
- Modelling the Effects of Forest use Change on Brownification of Finnish Rivers under Atmospheric Pressure K. Rankinen et al. 10.1007/s00267-024-02058-1
- From simple metrics to cervid forage: Improving predictions of ericaceous shrub biomass L. Juvany et al. 10.1016/j.foreco.2023.121120
- Effect of forest management choices on carbon sequestration and biodiversity at national scale A. Mäkelä et al. 10.1007/s13280-023-01899-0
- Bayesian calibration of a carbon balance model PREBAS using data from permanent growth experiments and national forest inventory F. Minunno et al. 10.1016/j.foreco.2019.02.041
- Forest bioenergy harvesting changes carbon balance and risks biodiversity in boreal forest landscapes A. Repo et al. 10.1139/cjfr-2019-0284
- Silvicultural Interventions Drive the Changes in Soil Organic Carbon in Romanian Forests According to Two Model Simulations V. Blujdea et al. 10.3390/f12060795
- Extensification and afforestation of cultivated mineral soil for climate change mitigation in Finland B. Ťupek et al. 10.1016/j.foreco.2021.119672
- Modelling the impacts of intensifying forest management on carbon budget across a long latitudinal gradient in Europe A. Akujärvi et al. 10.1088/1748-9326/aaf766
- Evaluating CENTURY and Yasso soil carbon models for CO2 emissions and organic carbon stocks of boreal forest soil with Bayesian multi‐model inference B. Ťupek et al. 10.1111/ejss.12805
- Predicting biomass of bilberry (Vaccinium myrtillus) using rank distribution and root-to-shoot ratio models P. Frolov et al. 10.1007/s11258-021-01199-1
- Modelling boreal forest's mineral soil and peat C dynamics with the Yasso07 model coupled with the Ricker moisture modifier B. Ťupek et al. 10.5194/gmd-17-5349-2024
- Carbon Stocks and Transfers in Coniferous Boreal Forests Along a Latitudinal Gradient P. Merilä et al. 10.1007/s10021-023-00879-5
- AgriCarbon-EO v1.0.1: large-scale and high-resolution simulation of carbon fluxes by assimilation of Sentinel-2 and Landsat-8 reflectances using a Bayesian approach T. Wijmer et al. 10.5194/gmd-17-997-2024
- The combined impacts of land use change and climate change on soil organic carbon stocks in the Ethiopian highlands T. Shibabaw et al. 10.1016/j.geodrs.2023.e00613
- Short-term effect of the harvesting method on ecosystem carbon budget in hemiboreal Scots pine forest: Shelterwood cutting versus clear-cut M. Uri et al. 10.1016/j.foreco.2024.121963
- Underestimation of boreal soil carbon stocks by mathematical soil carbon models linked to soil nutrient status B. Ťupek et al. 10.5194/bg-13-4439-2016
25 citations as recorded by crossref.
- Comparing soil inventory with modelling: Carbon balance in central European forest soils varies among forest types D. Ziche et al. 10.1016/j.scitotenv.2018.07.327
- CAMPUS-S – The model of ground layer vegetation populations in forest ecosystems and their contribution to the dynamics of carbon and nitrogen. II. Parameterization, validation and simulation experiments P. Frolov et al. 10.1016/j.ecolmodel.2020.109183
- Do mycorrhizal symbionts drive latitudinal trends in photosynthetic carbon use efficiency and carbon sequestration in boreal forests? A. Mäkelä et al. 10.1016/j.foreco.2022.120355
- How do harvesting methods applied in continuous-cover forestry and rotation forest management impact soil carbon storage and degradability in boreal Scots pine forests? E. Roth et al. 10.1016/j.foreco.2023.121144
- An evaluation of soil carbon models and their role on finding ways to net-zero carbon in agricultural systems G. Vazquez Amabile et al. 10.1016/j.still.2024.106342
- Modeling soil organic carbon dynamics in temperate forests with Yasso07 Z. Mao et al. 10.5194/bg-16-1955-2019
- Quantification of the effect of environmental changes on the brownification of Lake Kukkia in southern Finland K. Rankinen et al. 10.1007/s13280-023-01911-7
- Forest carbon payments: A multidisciplinary review of policy options for promoting carbon storage in EU member states A. Assmuth et al. 10.1016/j.landusepol.2024.107341
- Latitudinal pattern in community‐wide herbivory does not match the pattern in herbivory averaged across common plant species E. Zvereva et al. 10.1111/1365-2745.13438
- Influence of clear-cutting on ground vegetation biomass and dwarf shrubs increment in the Scots pine forests of the European North-East A. Osipov & M. Kuznetsov 10.1590/01047760202329013107
- Modelling the Effects of Forest use Change on Brownification of Finnish Rivers under Atmospheric Pressure K. Rankinen et al. 10.1007/s00267-024-02058-1
- From simple metrics to cervid forage: Improving predictions of ericaceous shrub biomass L. Juvany et al. 10.1016/j.foreco.2023.121120
- Effect of forest management choices on carbon sequestration and biodiversity at national scale A. Mäkelä et al. 10.1007/s13280-023-01899-0
- Bayesian calibration of a carbon balance model PREBAS using data from permanent growth experiments and national forest inventory F. Minunno et al. 10.1016/j.foreco.2019.02.041
- Forest bioenergy harvesting changes carbon balance and risks biodiversity in boreal forest landscapes A. Repo et al. 10.1139/cjfr-2019-0284
- Silvicultural Interventions Drive the Changes in Soil Organic Carbon in Romanian Forests According to Two Model Simulations V. Blujdea et al. 10.3390/f12060795
- Extensification and afforestation of cultivated mineral soil for climate change mitigation in Finland B. Ťupek et al. 10.1016/j.foreco.2021.119672
- Modelling the impacts of intensifying forest management on carbon budget across a long latitudinal gradient in Europe A. Akujärvi et al. 10.1088/1748-9326/aaf766
- Evaluating CENTURY and Yasso soil carbon models for CO2 emissions and organic carbon stocks of boreal forest soil with Bayesian multi‐model inference B. Ťupek et al. 10.1111/ejss.12805
- Predicting biomass of bilberry (Vaccinium myrtillus) using rank distribution and root-to-shoot ratio models P. Frolov et al. 10.1007/s11258-021-01199-1
- Modelling boreal forest's mineral soil and peat C dynamics with the Yasso07 model coupled with the Ricker moisture modifier B. Ťupek et al. 10.5194/gmd-17-5349-2024
- Carbon Stocks and Transfers in Coniferous Boreal Forests Along a Latitudinal Gradient P. Merilä et al. 10.1007/s10021-023-00879-5
- AgriCarbon-EO v1.0.1: large-scale and high-resolution simulation of carbon fluxes by assimilation of Sentinel-2 and Landsat-8 reflectances using a Bayesian approach T. Wijmer et al. 10.5194/gmd-17-997-2024
- The combined impacts of land use change and climate change on soil organic carbon stocks in the Ethiopian highlands T. Shibabaw et al. 10.1016/j.geodrs.2023.e00613
- Short-term effect of the harvesting method on ecosystem carbon budget in hemiboreal Scots pine forest: Shelterwood cutting versus clear-cut M. Uri et al. 10.1016/j.foreco.2024.121963
Latest update: 14 Dec 2024
Short summary
It is known that Earth system models have challenges to predict correct levels of soil carbon stocks. Quantification of those stocks is a prerequisite for reliable prediction of future carbon exchange between biosphere and atmosphere. Here, we tested Yasso07 and ROMULv soil carbon models against empirical data from Finland. We found that both the role of understorey vegetation and the impact of drought to decomposition should be incorporated into soil models to have realistic soil carbon stocks.
It is known that Earth system models have challenges to predict correct levels of soil carbon...
