Implementing belowground controls on nutrient uptake in ELMv2-SPRUCE improves representation of a boreal peatland ecosystem Article Swipe
Yaoping Wang
,
Daniel Ricciuto
,
Jiafu Mao
,
Sören Eliot Weber
,
Xiaoying Shi
,
Xiaojuan Yang
,
Natalie A. Griffiths
,
Katherine Duchesneau
,
Camille E. Defrenne
,
Jeffrey M. Warren
,
Keith C. Oleheiser
,
Melanie A. Mayes
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.5194/egusphere-2025-5471
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.5194/egusphere-2025-5471
Boreal peatlands store 13–32 % of the global soil carbon (C) stock, a service dependent on plant-mycorrhizal fungi associations. In these nutrient poor systems, ectomycorrhizal and ericoid mycorrhizal fungi supply up to >80 % of the nutrient requirements of their plant hosts, partly with mined nitrogen (N) and phosphorus (P) from soil organic matter that are otherwise inaccessible to plants. Despite the ecological significance, mycorrhizal associations are only represented in a few land surface or ecosystem models. We modify the peatland branch of version 2 of the Energy Exascale Earth System Land Model (ELMv2-SPRUCE) to replace the default photosynthesis-driven inorganic N and P (NP) uptake process with a more realistic representation of the process via three pathways: (1) direct inorganic NP uptake by uncolonized fine roots, (2) indirect inorganic NP acquisition and (3) indirect NP acquisition from organic sources by mycorrhizal roots. We systematically evaluated the performance of the default and modified models with field observations from a whole ecosystem warming and carbon dioxide fertilization experimental site: Spruce and Peatland Responses Under Changing Environment (SPRUCE), in northern Minnesota, USA. The modified model reduces the underestimation of the growth response of shrubs in the default model to warming from 40–80 % to 17–35 % and reduces the overall relative absolute error on C fluxes from 1.61 to 1.54. The improved growth response of shrubs to warming is accompanied by several-fold increase in direct inorganic NP uptake and decrease in fungal colonization rate. The modified model simulates a weaker transition of the ecosystem from C sink to C source under warming due to alleviation of plant nutrient limitation. Equifinality analysis shows the newly added parameters in the modified model can be constrained by the observed C fluxes. Sensitivity analysis shows the newly added parameters have stronger statistical interactions than the preexisting parameters in the default model. Overall, the modified model is an improvement over the default ELMv2-SPRUCE and will be a useful tool for understanding boreal peatland change.
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- article
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- https://doi.org/10.5194/egusphere-2025-5471
- OA Status
- gold
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- https://openalex.org/W4416301312
All OpenAlex metadata
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https://doi.org/10.5194/egusphere-2025-5471Digital Object Identifier
- Title
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Implementing belowground controls on nutrient uptake in ELMv2-SPRUCE improves representation of a boreal peatland ecosystemWork title
- Type
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articleOpenAlex work type
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2025Year of publication
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2025-11-17Full publication date if available
- Authors
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Yaoping Wang, Daniel Ricciuto, Jiafu Mao, Sören Eliot Weber, Xiaoying Shi, Xiaojuan Yang, Natalie A. Griffiths, Katherine Duchesneau, Camille E. Defrenne, Jeffrey M. Warren, Keith C. Oleheiser, Melanie A. MayesList of authors in order
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https://doi.org/10.5194/egusphere-2025-5471Publisher landing page
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://doi.org/10.5194/egusphere-2025-5471Direct OA link when available
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0Total citation count in OpenAlex
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| abstract_inverted_index.fungi | 18, 29 |
| abstract_inverted_index.mined | 45 |
| abstract_inverted_index.model | 182, 195, 244, 277, 308 |
| abstract_inverted_index.newly | 271, 290 |
| abstract_inverted_index.plant | 41, 264 |
| abstract_inverted_index.rate. | 241 |
| abstract_inverted_index.shows | 269, 288 |
| abstract_inverted_index.site: | 167 |
| abstract_inverted_index.store | 3 |
| abstract_inverted_index.their | 40 |
| abstract_inverted_index.these | 21 |
| abstract_inverted_index.three | 116 |
| abstract_inverted_index.under | 258 |
| abstract_inverted_index.whole | 159 |
| abstract_inverted_index.>80 | 33 |
| abstract_inverted_index.Boreal | 1 |
| abstract_inverted_index.Energy | 88 |
| abstract_inverted_index.Spruce | 168 |
| abstract_inverted_index.System | 91 |
| abstract_inverted_index.boreal | 324 |
| abstract_inverted_index.branch | 82 |
| abstract_inverted_index.carbon | 10, 163 |
| abstract_inverted_index.direct | 119, 232 |
| abstract_inverted_index.fluxes | 213 |
| abstract_inverted_index.fungal | 239 |
| abstract_inverted_index.global | 8 |
| abstract_inverted_index.growth | 188, 220 |
| abstract_inverted_index.hosts, | 42 |
| abstract_inverted_index.matter | 54 |
| abstract_inverted_index.model. | 304 |
| abstract_inverted_index.models | 153 |
| abstract_inverted_index.modify | 79 |
| abstract_inverted_index.partly | 43 |
| abstract_inverted_index.roots, | 126 |
| abstract_inverted_index.roots. | 142 |
| abstract_inverted_index.shrubs | 191, 223 |
| abstract_inverted_index.source | 257 |
| abstract_inverted_index.stock, | 12 |
| abstract_inverted_index.supply | 30 |
| abstract_inverted_index.uptake | 105, 122, 235 |
| abstract_inverted_index.useful | 320 |
| abstract_inverted_index.weaker | 247 |
| abstract_inverted_index.13–32 | 4 |
| abstract_inverted_index.17–35 | 202 |
| abstract_inverted_index.40–80 | 199 |
| abstract_inverted_index.Despite | 61 |
| abstract_inverted_index.change. | 326 |
| abstract_inverted_index.default | 98, 150, 194, 303, 314 |
| abstract_inverted_index.dioxide | 164 |
| abstract_inverted_index.ericoid | 27 |
| abstract_inverted_index.fluxes. | 285 |
| abstract_inverted_index.models. | 77 |
| abstract_inverted_index.organic | 53, 138 |
| abstract_inverted_index.overall | 207 |
| abstract_inverted_index.plants. | 60 |
| abstract_inverted_index.process | 106, 114 |
| abstract_inverted_index.reduces | 183, 205 |
| abstract_inverted_index.replace | 96 |
| abstract_inverted_index.service | 14 |
| abstract_inverted_index.sources | 139 |
| abstract_inverted_index.surface | 74 |
| abstract_inverted_index.version | 84 |
| abstract_inverted_index.warming | 161, 197, 225, 259 |
| abstract_inverted_index.Changing | 173 |
| abstract_inverted_index.Exascale | 89 |
| abstract_inverted_index.Overall, | 305 |
| abstract_inverted_index.Peatland | 170 |
| abstract_inverted_index.absolute | 209 |
| abstract_inverted_index.analysis | 268, 287 |
| abstract_inverted_index.decrease | 237 |
| abstract_inverted_index.improved | 219 |
| abstract_inverted_index.increase | 230 |
| abstract_inverted_index.indirect | 128, 134 |
| abstract_inverted_index.modified | 152, 181, 243, 276, 307 |
| abstract_inverted_index.nitrogen | 46 |
| abstract_inverted_index.northern | 177 |
| abstract_inverted_index.nutrient | 22, 37, 265 |
| abstract_inverted_index.observed | 283 |
| abstract_inverted_index.peatland | 81, 325 |
| abstract_inverted_index.relative | 208 |
| abstract_inverted_index.response | 189, 221 |
| abstract_inverted_index.stronger | 294 |
| abstract_inverted_index.systems, | 24 |
| abstract_inverted_index.(SPRUCE), | 175 |
| abstract_inverted_index.Abstract. | 0 |
| abstract_inverted_index.Responses | 171 |
| abstract_inverted_index.dependent | 15 |
| abstract_inverted_index.ecosystem | 76, 160, 251 |
| abstract_inverted_index.evaluated | 145 |
| abstract_inverted_index.inorganic | 100, 120, 129, 233 |
| abstract_inverted_index.otherwise | 57 |
| abstract_inverted_index.pathways: | 117 |
| abstract_inverted_index.peatlands | 2 |
| abstract_inverted_index.realistic | 110 |
| abstract_inverted_index.simulates | 245 |
| abstract_inverted_index.Minnesota, | 178 |
| abstract_inverted_index.ecological | 63 |
| abstract_inverted_index.parameters | 273, 292, 300 |
| abstract_inverted_index.phosphorus | 49 |
| abstract_inverted_index.transition | 248 |
| abstract_inverted_index.Environment | 174 |
| abstract_inverted_index.Sensitivity | 286 |
| abstract_inverted_index.accompanied | 227 |
| abstract_inverted_index.acquisition | 131, 136 |
| abstract_inverted_index.alleviation | 262 |
| abstract_inverted_index.constrained | 280 |
| abstract_inverted_index.improvement | 311 |
| abstract_inverted_index.limitation. | 266 |
| abstract_inverted_index.mycorrhizal | 28, 65, 141 |
| abstract_inverted_index.performance | 147 |
| abstract_inverted_index.preexisting | 299 |
| abstract_inverted_index.represented | 69 |
| abstract_inverted_index.statistical | 295 |
| abstract_inverted_index.uncolonized | 124 |
| abstract_inverted_index.ELMv2-SPRUCE | 315 |
| abstract_inverted_index.Equifinality | 267 |
| abstract_inverted_index.associations | 66 |
| abstract_inverted_index.colonization | 240 |
| abstract_inverted_index.experimental | 166 |
| abstract_inverted_index.inaccessible | 58 |
| abstract_inverted_index.interactions | 296 |
| abstract_inverted_index.observations | 156 |
| abstract_inverted_index.requirements | 38 |
| abstract_inverted_index.several-fold | 229 |
| abstract_inverted_index.associations. | 19 |
| abstract_inverted_index.fertilization | 165 |
| abstract_inverted_index.significance, | 64 |
| abstract_inverted_index.understanding | 323 |
| abstract_inverted_index.(ELMv2-SPRUCE) | 94 |
| abstract_inverted_index.representation | 111 |
| abstract_inverted_index.systematically | 144 |
| abstract_inverted_index.ectomycorrhizal | 25 |
| abstract_inverted_index.underestimation | 185 |
| abstract_inverted_index.plant-mycorrhizal | 17 |
| abstract_inverted_index.photosynthesis-driven | 99 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5049758338, https://openalex.org/A5039345975, https://openalex.org/A5043482154, https://openalex.org/A5083897118, https://openalex.org/A5018163063, https://openalex.org/A5050472452, https://openalex.org/A5081093179, https://openalex.org/A5053539657, https://openalex.org/A5033036369, https://openalex.org/A5026522217, https://openalex.org/A5061645108, https://openalex.org/A5107791451 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 12 |
| corresponding_institution_ids | https://openalex.org/I12097938, https://openalex.org/I1289243028, https://openalex.org/I205783295 |
| citation_normalized_percentile |