Original research article
| Highlight paper
15 Mar 2018
Original research article
| Highlight paper
| 15 Mar 2018
A systemic approach for modeling soil functions
Hans-Jörg Vogel et al.
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Cited
64 citations as recorded by crossref.
- Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods X. Li et al. 10.3390/rs12213609
- Can permanganate oxidizable carbon predict soil function responses to soil organic matter management? S. Lucas & R. Weil 10.1002/saj2.20282
- Predicting Soil Properties Using Topographic and Climatic Variables İ. YENER et al. 10.17475/kastorman.1049347
- Systems knowledge for sustainable soil and land management M. Löbmann et al. 10.1016/j.scitotenv.2022.153389
- Soil quality and fertility in sustainable agriculture, with a contribution to the biological classification of agricultural soils A. Sofo et al. 10.1111/sum.12702
- Effects of earthworms on bulk density: A meta-analysis B. Lang & D. Russell 10.1111/ejss.12846
- Developmental History of Soil Concepts from a Scientific Perspective K. Mizuta et al. 10.3390/app11094275
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- Velocity Field Estimation on Density‐Driven Solute Transport With a Convolutional Neural Network P. Kreyenberg et al. 10.1029/2019WR024833
- Deforestation and reforestation impacts on soils in the tropics E. Veldkamp et al. 10.1038/s43017-020-0091-5
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- Hydraulic Functions of Peat Soils and Ecosystem Service B. Lennartz & H. Liu 10.3389/fenvs.2019.00092
- Computer Modeling of Zn and Ni Distribution in Technogenic Soils G. Sarapulova 10.1088/1755-1315/988/2/022061
- Reflection on Jarvis (2007), “Review of non-equilibrium water flow and solute transport in soil macropores: Principles, controlling factors and consequences for water quality”. European Journal of Soil Science, 58, 523-546 N. Jarvis 10.1111/ejss.12914
- Application of the governance disruptions framework to German agricultural soil policy B. Bartkowski et al. 10.5194/soil-7-495-2021
- Soil ecosystem functions in a high-density olive orchard managed by different soil conservation practices N. Vignozzi et al. 10.1016/j.apsoil.2018.10.014
- Biofunctool®: a new framework to assess the impact of land management on soil quality. Part A: concept and validation of the set of indicators A. Thoumazeau et al. 10.1016/j.ecolind.2018.09.023
- Multi-functional assessment of soil health under Conservation Agriculture in Cambodia S. Pheap et al. 10.1016/j.still.2019.104349
- Managing soil functions for a sustainable bioeconomy-Assessment framework and state of the art K. Helming et al. 10.1002/ldr.3066
- Dynamic soil functions assessment employing land use and climate scenarios at regional scale E. Jost et al. 10.1016/j.jenvman.2021.112318
- Relationships between physico-chemical, biological and functional approaches for soil quality assessment. A case study along a gradient of disturbance P. Heepngoen et al. 10.1016/j.ejsobi.2021.103300
- Assessing the Climate Regulation Potential of Agricultural Soils Using a Decision Support Tool Adapted to Stakeholders' Needs and Possibilities M. Van de Broek et al. 10.3389/fenvs.2019.00131
- Impacts of Farming Layer Constructions on Cultivated Land Quality under the Cultivated Land Balance Policy L. Kang et al. 10.3390/agronomy11122403
- Modeling the evolution of soil structural pore space in agricultural soils following tillage P. Chandrasekhar et al. 10.1016/j.geoderma.2019.07.017
- Identifying the resource use and circularity in farm systems: Focus on the energy analysis of agroecosystems J. Hercher-Pasteur et al. 10.1016/j.resconrec.2021.105502
- Modeling gully erosion susceptibility in Phuentsholing, Bhutan using deep learning and basic machine learning algorithms S. Saha et al. 10.1007/s12665-021-09599-2
- Developing strategies to recover crop productivity after soil compaction—A plant eco-physiological perspective T. Colombi & T. Keller 10.1016/j.still.2019.04.008
- Soil Organic Matter Research and Climate Change: Merely Re-storing Carbon Versus Restoring Soil Functions P. Baveye et al. 10.3389/fenvs.2020.579904
- Cropmarks in Aerial Archaeology: New Lessons from an Old Story Z. Czajlik et al. 10.3390/rs13061126
- Quantifying the effectiveness of stakeholder-selected measures against individual and combined soil threats J. Keizer & R. Hessel 10.1016/j.catena.2019.104148
- Soil Organic Carbon in Sandy Paddy Fields of Northeast Thailand: A Review N. Arunrat et al. 10.3390/agronomy10081061
- Institutional Economics of Agricultural Soil Ecosystem Services B. Bartkowski et al. 10.3390/su10072447
- Potential of the economic valuation of soil-based ecosystem services to inform sustainable soil management and policy B. Bartkowski et al. 10.7717/peerj.8749
- Wildfire severity: Environmental effects revealed by soil magnetic properties N. Jordanova et al. 10.1002/ldr.3411
- A framework for modelling soil structure dynamics induced by biological activity K. Meurer et al. 10.1111/gcb.15289
- Exergy assessment of topsoil fertility A. Valero et al. 10.1016/j.ecolmodel.2021.109802
- A time-lapse imaging platform for quantification of soil crack development due to simulated root water uptake T. Colombi et al. 10.1016/j.still.2020.104769
- Quantitative Evaluation of Soil Functions: Potential and State H. Vogel et al. 10.3389/fenvs.2019.00164
- Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales M. Wiesmeier et al. 10.1016/j.geoderma.2018.07.026
- Modeling of Soil Functions for Assessing Soil Quality: Soil Biodiversity and Habitat Provisioning J. van Leeuwen et al. 10.3389/fenvs.2019.00113
- Microbial Controls on the Biogeochemical Dynamics in the Subsurface M. Thullner & P. Regnier 10.2138/rmg.2019.85.9
- Biotechnological tools based lithospheric management of toxic Pyrethroid pesticides: a critical evaluation H. Naeem et al. 10.1080/03067319.2020.1854240
- Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review M. Amani et al. 10.1109/JSTARS.2020.3021052
- Payments by modelled results: A novel design for agri-environmental schemes B. Bartkowski et al. 10.1016/j.landusepol.2020.105230
- The comparative analysis of essential nutrient fractions in permafrost and different land use systems of Diamer Division, Gilgit-Baltistan D. Ahmad et al. 10.1007/s12517-020-06242-5
- SPorDyn: A Python code for modeling the evolution of soil pore size distribution after tillage P. Chandrasekhar et al. 10.1016/j.mex.2019.09.014
- Spatial evaluation and trade‐off analysis of soil functions through Bayesian networks D. Vrebos et al. 10.1111/ejss.13039
- A soil quality index for evaluation of degradation under land use and soil erosion categories in a small mountainous catchment, Iran K. Nosrati & A. Collins 10.1007/s11629-019-5567-8
- The physical structure of soil: Determinant and consequence of trophic interactions A. Erktan et al. 10.1016/j.soilbio.2020.107876
- Global variation in soil carbon sequestration potential through improved cropland management M. Lessmann et al. 10.1111/gcb.15954
- Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain P. Baveye et al. 10.3389/fmicb.2018.01929
- Assessment and Governance of Sustainable Soil Management K. Helming et al. 10.3390/su10124432
- GIS-basierte Bewertung natürlicher Bodenfunktionen am Beispiel der Regiopolregion Rostock S. Koschel & B. Lennartz 10.1007/s35147-020-0778-z
- Sustainable soil use and management: An interdisciplinary and systematic approach D. Hou et al. 10.1016/j.scitotenv.2020.138961
- Editorial for special issue on “understanding soil functions – from ped to planet” R. Creamer et al. 10.1111/ejss.13099
- Machine Learning With GA Optimization to Model the Agricultural Soil-Landscape of Germany: An Approach Involving Soil Functional Types With Their Multivariate Parameter Distributions Along the Depth Profile M. Ließ et al. 10.3389/fenvs.2021.692959
- Probability mapping of soil thickness by random survival forest at a national scale S. Chen et al. 10.1016/j.geoderma.2019.03.016
- A flexible selection tool for the inclusion of soil biology methods in the assessment of soil multifunctionality M. Zwetsloot et al. 10.1016/j.soilbio.2021.108514
- Soil organic carbon stock as an indicator for monitoring land and soil degradation in relation toUnitedNations'SustainableDevelopmentGoals K. Lorenz et al. 10.1002/ldr.3270
- Soil as an Archetype of Complexity: A Systems Approach to Improve Insights, Learning, and Management of Coupled Biogeochemical Processes and Environmental Externalities B. Turner 10.3390/soilsystems5030039
- Mapping Soil Biodiversity in Europe and the Netherlands M. Rutgers et al. 10.3390/soilsystems3020039
- Don’t throw efficiency out with the bathwater: A reply to Jeffery and Verheijen (2020) B. Bartkowski 10.1016/j.envsci.2021.04.011
- A new in-field indicator to assess the impact of land management on soil carbon dynamics A. Thoumazeau et al. 10.1016/j.geoderma.2020.114496
- The life of soils: Integrating the who and how of multifunctionality R. Creamer et al. 10.1016/j.soilbio.2022.108561
64 citations as recorded by crossref.
- Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods X. Li et al. 10.3390/rs12213609
- Can permanganate oxidizable carbon predict soil function responses to soil organic matter management? S. Lucas & R. Weil 10.1002/saj2.20282
- Predicting Soil Properties Using Topographic and Climatic Variables İ. YENER et al. 10.17475/kastorman.1049347
- Systems knowledge for sustainable soil and land management M. Löbmann et al. 10.1016/j.scitotenv.2022.153389
- Soil quality and fertility in sustainable agriculture, with a contribution to the biological classification of agricultural soils A. Sofo et al. 10.1111/sum.12702
- Effects of earthworms on bulk density: A meta-analysis B. Lang & D. Russell 10.1111/ejss.12846
- Developmental History of Soil Concepts from a Scientific Perspective K. Mizuta et al. 10.3390/app11094275
- Gully erosion susceptibility mapping using GIS-based multi-criteria decision analysis techniques A. Arabameri et al. 10.1016/j.catena.2019.04.032
- Velocity Field Estimation on Density‐Driven Solute Transport With a Convolutional Neural Network P. Kreyenberg et al. 10.1029/2019WR024833
- Deforestation and reforestation impacts on soils in the tropics E. Veldkamp et al. 10.1038/s43017-020-0091-5
- Soil multifunctionality: Synergies and trade‐offs across European climatic zones and land uses M. Zwetsloot et al. 10.1111/ejss.13051
- Hydraulic Functions of Peat Soils and Ecosystem Service B. Lennartz & H. Liu 10.3389/fenvs.2019.00092
- Computer Modeling of Zn and Ni Distribution in Technogenic Soils G. Sarapulova 10.1088/1755-1315/988/2/022061
- Reflection on Jarvis (2007), “Review of non-equilibrium water flow and solute transport in soil macropores: Principles, controlling factors and consequences for water quality”. European Journal of Soil Science, 58, 523-546 N. Jarvis 10.1111/ejss.12914
- Application of the governance disruptions framework to German agricultural soil policy B. Bartkowski et al. 10.5194/soil-7-495-2021
- Soil ecosystem functions in a high-density olive orchard managed by different soil conservation practices N. Vignozzi et al. 10.1016/j.apsoil.2018.10.014
- Biofunctool®: a new framework to assess the impact of land management on soil quality. Part A: concept and validation of the set of indicators A. Thoumazeau et al. 10.1016/j.ecolind.2018.09.023
- Multi-functional assessment of soil health under Conservation Agriculture in Cambodia S. Pheap et al. 10.1016/j.still.2019.104349
- Managing soil functions for a sustainable bioeconomy-Assessment framework and state of the art K. Helming et al. 10.1002/ldr.3066
- Dynamic soil functions assessment employing land use and climate scenarios at regional scale E. Jost et al. 10.1016/j.jenvman.2021.112318
- Relationships between physico-chemical, biological and functional approaches for soil quality assessment. A case study along a gradient of disturbance P. Heepngoen et al. 10.1016/j.ejsobi.2021.103300
- Assessing the Climate Regulation Potential of Agricultural Soils Using a Decision Support Tool Adapted to Stakeholders' Needs and Possibilities M. Van de Broek et al. 10.3389/fenvs.2019.00131
- Impacts of Farming Layer Constructions on Cultivated Land Quality under the Cultivated Land Balance Policy L. Kang et al. 10.3390/agronomy11122403
- Modeling the evolution of soil structural pore space in agricultural soils following tillage P. Chandrasekhar et al. 10.1016/j.geoderma.2019.07.017
- Identifying the resource use and circularity in farm systems: Focus on the energy analysis of agroecosystems J. Hercher-Pasteur et al. 10.1016/j.resconrec.2021.105502
- Modeling gully erosion susceptibility in Phuentsholing, Bhutan using deep learning and basic machine learning algorithms S. Saha et al. 10.1007/s12665-021-09599-2
- Developing strategies to recover crop productivity after soil compaction—A plant eco-physiological perspective T. Colombi & T. Keller 10.1016/j.still.2019.04.008
- Soil Organic Matter Research and Climate Change: Merely Re-storing Carbon Versus Restoring Soil Functions P. Baveye et al. 10.3389/fenvs.2020.579904
- Cropmarks in Aerial Archaeology: New Lessons from an Old Story Z. Czajlik et al. 10.3390/rs13061126
- Quantifying the effectiveness of stakeholder-selected measures against individual and combined soil threats J. Keizer & R. Hessel 10.1016/j.catena.2019.104148
- Soil Organic Carbon in Sandy Paddy Fields of Northeast Thailand: A Review N. Arunrat et al. 10.3390/agronomy10081061
- Institutional Economics of Agricultural Soil Ecosystem Services B. Bartkowski et al. 10.3390/su10072447
- Potential of the economic valuation of soil-based ecosystem services to inform sustainable soil management and policy B. Bartkowski et al. 10.7717/peerj.8749
- Wildfire severity: Environmental effects revealed by soil magnetic properties N. Jordanova et al. 10.1002/ldr.3411
- A framework for modelling soil structure dynamics induced by biological activity K. Meurer et al. 10.1111/gcb.15289
- Exergy assessment of topsoil fertility A. Valero et al. 10.1016/j.ecolmodel.2021.109802
- A time-lapse imaging platform for quantification of soil crack development due to simulated root water uptake T. Colombi et al. 10.1016/j.still.2020.104769
- Quantitative Evaluation of Soil Functions: Potential and State H. Vogel et al. 10.3389/fenvs.2019.00164
- Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales M. Wiesmeier et al. 10.1016/j.geoderma.2018.07.026
- Modeling of Soil Functions for Assessing Soil Quality: Soil Biodiversity and Habitat Provisioning J. van Leeuwen et al. 10.3389/fenvs.2019.00113
- Microbial Controls on the Biogeochemical Dynamics in the Subsurface M. Thullner & P. Regnier 10.2138/rmg.2019.85.9
- Biotechnological tools based lithospheric management of toxic Pyrethroid pesticides: a critical evaluation H. Naeem et al. 10.1080/03067319.2020.1854240
- Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review M. Amani et al. 10.1109/JSTARS.2020.3021052
- Payments by modelled results: A novel design for agri-environmental schemes B. Bartkowski et al. 10.1016/j.landusepol.2020.105230
- The comparative analysis of essential nutrient fractions in permafrost and different land use systems of Diamer Division, Gilgit-Baltistan D. Ahmad et al. 10.1007/s12517-020-06242-5
- SPorDyn: A Python code for modeling the evolution of soil pore size distribution after tillage P. Chandrasekhar et al. 10.1016/j.mex.2019.09.014
- Spatial evaluation and trade‐off analysis of soil functions through Bayesian networks D. Vrebos et al. 10.1111/ejss.13039
- A soil quality index for evaluation of degradation under land use and soil erosion categories in a small mountainous catchment, Iran K. Nosrati & A. Collins 10.1007/s11629-019-5567-8
- The physical structure of soil: Determinant and consequence of trophic interactions A. Erktan et al. 10.1016/j.soilbio.2020.107876
- Global variation in soil carbon sequestration potential through improved cropland management M. Lessmann et al. 10.1111/gcb.15954
- Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain P. Baveye et al. 10.3389/fmicb.2018.01929
- Assessment and Governance of Sustainable Soil Management K. Helming et al. 10.3390/su10124432
- GIS-basierte Bewertung natürlicher Bodenfunktionen am Beispiel der Regiopolregion Rostock S. Koschel & B. Lennartz 10.1007/s35147-020-0778-z
- Sustainable soil use and management: An interdisciplinary and systematic approach D. Hou et al. 10.1016/j.scitotenv.2020.138961
- Editorial for special issue on “understanding soil functions – from ped to planet” R. Creamer et al. 10.1111/ejss.13099
- Machine Learning With GA Optimization to Model the Agricultural Soil-Landscape of Germany: An Approach Involving Soil Functional Types With Their Multivariate Parameter Distributions Along the Depth Profile M. Ließ et al. 10.3389/fenvs.2021.692959
- Probability mapping of soil thickness by random survival forest at a national scale S. Chen et al. 10.1016/j.geoderma.2019.03.016
- A flexible selection tool for the inclusion of soil biology methods in the assessment of soil multifunctionality M. Zwetsloot et al. 10.1016/j.soilbio.2021.108514
- Soil organic carbon stock as an indicator for monitoring land and soil degradation in relation toUnitedNations'SustainableDevelopmentGoals K. Lorenz et al. 10.1002/ldr.3270
- Soil as an Archetype of Complexity: A Systems Approach to Improve Insights, Learning, and Management of Coupled Biogeochemical Processes and Environmental Externalities B. Turner 10.3390/soilsystems5030039
- Mapping Soil Biodiversity in Europe and the Netherlands M. Rutgers et al. 10.3390/soilsystems3020039
- Don’t throw efficiency out with the bathwater: A reply to Jeffery and Verheijen (2020) B. Bartkowski 10.1016/j.envsci.2021.04.011
- A new in-field indicator to assess the impact of land management on soil carbon dynamics A. Thoumazeau et al. 10.1016/j.geoderma.2020.114496
- The life of soils: Integrating the who and how of multifunctionality R. Creamer et al. 10.1016/j.soilbio.2022.108561
Discussed (final revised paper)
Discussed (preprint)
Latest update: 28 Jan 2023
Short summary
This paper deals with the importance of soil for our terrestrial environment and the need to predict the impact of soil management on the multitude of functions that soil provides. We suggest to consider soil as a self-organized complex system and provide a concept of how this could be achieved. This includes how soil research, currently fragmented into a number of more or less disjunct disciplines, may be integrated to substantially contribute to a science-based evaluation of soil functions.
This paper deals with the importance of soil for our terrestrial environment and the need to...