KEYLINK: towards a more integrative soil representation for inclusion in ecosystem scale models—II: model description, implementation and testing Article Swipe
Omar Flores
,
Gaby Deckmyn
,
Jorge Curiel Yuste
,
Mathieu Javaux
,
Alexei V. Uvarov
,
Sietse van der Linde
,
Bruno De Vos
,
Harry Vereecken
,
Juan J. Jiménez
,
Olga Vindušková
,
Andrea Schnepf
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.7717/peerj.10707
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.7717/peerj.10707
New knowledge on soil structure highlights its importance for hydrology and soil organic matter (SOM) stabilization, which however remains neglected in many wide used models. We present here a new model, KEYLINK, in which soil structure is integrated with the existing concepts on SOM pools, and elements from food web models, that is, those from direct trophic interactions among soil organisms. KEYLINK is, therefore, an attempt to integrate soil functional diversity and food webs in predictions of soil carbon (C) and soil water balances. We present a selection of equations that can be used for most models as well as basic parameter intervals, for example, key pools, functional groups’ biomasses and growth rates. Parameter distributions can be determined with Bayesian calibration, and here an example is presented for food web growth rate parameters for a pine forest in Belgium. We show how these added equations can improve the functioning of the model in describing known phenomena. For this, five test cases are given as simulation examples: changing the input litter quality (recalcitrance and carbon to nitrogen ratio), excluding predators, increasing pH and changing initial soil porosity. These results overall show how KEYLINK is able to simulate the known effects of these parameters and can simulate the linked effects of biopore formation, hydrology and aggregation on soil functioning. Furthermore, the results show an important trophic cascade effect of predation on the complete C cycle with repercussions on the soil structure as ecosystem engineers are predated, and on SOM turnover when predation on fungivore and bacterivore populations are reduced. In summary, KEYLINK shows how soil functional diversity and trophic organization and their role in C and water cycling in soils should be considered in order to improve our predictions on C sequestration and C emissions from soils.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.7717/peerj.10707
- OA Status
- gold
- Cited By
- 14
- References
- 66
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3125083919
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3125083919Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.7717/peerj.10707Digital Object Identifier
- Title
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KEYLINK: towards a more integrative soil representation for inclusion in ecosystem scale models—II: model description, implementation and testingWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2021Year of publication
- Publication date
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2021-01-15Full publication date if available
- Authors
-
Omar Flores, Gaby Deckmyn, Jorge Curiel Yuste, Mathieu Javaux, Alexei V. Uvarov, Sietse van der Linde, Bruno De Vos, Harry Vereecken, Juan J. Jiménez, Olga Vindušková, Andrea SchnepfList of authors in order
- Landing page
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https://doi.org/10.7717/peerj.10707Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
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goldOpen access status per OpenAlex
- OA URL
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https://doi.org/10.7717/peerj.10707Direct OA link when available
- Concepts
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Trophic level, Environmental science, Food web, Soil carbon, Ecosystem, Ecology, Soil organic matter, Plant litter, Soil science, Soil water, BiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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14Total citation count in OpenAlex
- Citations by year (recent)
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2025: 3, 2024: 7, 2023: 2, 2022: 1, 2021: 1Per-year citation counts (last 5 years)
- References (count)
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66Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.which | 16, 33 |
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| abstract_inverted_index.pools, | 44, 106 |
| abstract_inverted_index.rates. | 112 |
| abstract_inverted_index.should | 278 |
| abstract_inverted_index.soils. | 294 |
| abstract_inverted_index.KEYLINK | 61, 191, 259 |
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| abstract_inverted_index.biopore | 209 |
| abstract_inverted_index.cascade | 224 |
| abstract_inverted_index.cycling | 275 |
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| abstract_inverted_index.quality | 170 |
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| abstract_inverted_index.results | 187, 219 |
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| abstract_inverted_index.Belgium. | 138 |
| abstract_inverted_index.KEYLINK, | 31 |
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| abstract_inverted_index.reduced. | 256 |
| abstract_inverted_index.simulate | 195, 204 |
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| abstract_inverted_index.biomasses | 109 |
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| abstract_inverted_index.emissions | 292 |
| abstract_inverted_index.engineers | 241 |
| abstract_inverted_index.equations | 89, 144 |
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| abstract_inverted_index.predation | 227, 249 |
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| abstract_inverted_index.parameters | 132, 201 |
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| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 5 |
| institutions_distinct_count | 11 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/15 |
| sustainable_development_goals[0].score | 0.6399999856948853 |
| sustainable_development_goals[0].display_name | Life in Land |
| citation_normalized_percentile.value | 0.8077533 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |