Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation
<p>Phosphorus (P) is a critical macronutrient for plant growth, often limiting plant production in areas where plant demand is higher than soil supply. In contrast to nitrogen (N), P cannot be sourced from the atmosphere; therefore, where it is rare, it becomes a strong constraint on primary p...
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Copernicus Publications
2025-04-01
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| Series: | Geoscientific Model Development |
| Online Access: | https://gmd.copernicus.org/articles/18/2249/2025/gmd-18-2249-2025.pdf |
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| author | M. Dantas de Paula M. Forrest D. Warlind J. P. Darela Filho K. Fleischer A. Rammig T. Hickler T. Hickler |
| author_facet | M. Dantas de Paula M. Forrest D. Warlind J. P. Darela Filho K. Fleischer A. Rammig T. Hickler T. Hickler |
| author_sort | M. Dantas de Paula |
| collection | DOAJ |
| description | <p>Phosphorus (P) is a critical macronutrient for plant growth, often limiting plant production in areas where plant demand is higher than soil supply. In contrast to nitrogen (N), P cannot be sourced from the atmosphere; therefore, where it is rare, it becomes a strong constraint on primary production. Due to this, most dynamic global vegetation models (DGVMs) are incorporating a prognostic P cycle in addition to N, improving their ability to correctly predict stocks and fluxes of carbon and how climate change may impact N and/or P limitations to soil processes and plant productivity.</p>
<p>We included the P cycle into an individual-based DGVM, Lund–Potsdam–Jena General Ecosystem Simulator (LPJ-GUESS, v4.1, r10994), in order to improve model performance with regard to observations of vegetation and soil N and P stocks and fluxes in comparison to the N-only (LPJ-GUESS-CN) model version. The new model version (LPJ-GUESS-CNP v1.0) includes soil organic P dynamics, P limitation of organic matter decomposition, P deposition, temperature- and humidity-dependent P weathering, plant P demand and uptake, and P limitations to photosynthesis. Using the CNP version of LPJ-GUESS, we also estimated global spatial patterns of nutrient limitation to plant growth as well as the temporal change in plant N and P limitation during the 20th and early 21st century, evaluating the causes for these temporal shifts.</p>
<p>We show that including the P cycle significantly reduces simulated global vegetation and soil C and N stocks and fluxes, in particular in tropical regions. The CNP model simulation improves the fit to global biomass observations in relation to the CN simulation. The CNP model predicts predominant P limitation of plant growth in the tropics, and N limitation in the temperate, boreal, and high-altitude tropical regions. The CNP model also correctly predicted the global magnitude (<span class="inline-formula">∼50</span> PgP) and the spatial pattern of total organic P stocks. P-limited regions cover less land surface area (46 %) than N-limited ones but are responsible for 57 % of the global gross primary productivity (GPP) and 68 % of vegetation biomass, while N-limited regions store a larger portion of total carbon stocks (55.9 %). Finally, the model shows that globally, primary production limitation to N availability decreased and limitation to P increased from 1901 to 2018, with N being more responsive to temperature and P than CO<span class="inline-formula"><sub>2</sub></span> changes. We conclude that including the P<span id="page2250"/> cycle in models like LPJ-GUESS is crucial for understanding global-scale spatial and temporal patterns in nutrient limitation and improving the simulated carbon stocks and fluxes.</p> |
| format | Article |
| id | doaj-art-e005147c0ad74cc3ac4f3b80376d458e |
| institution | OA Journals |
| issn | 1991-959X 1991-9603 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Copernicus Publications |
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| series | Geoscientific Model Development |
| spelling | doaj-art-e005147c0ad74cc3ac4f3b80376d458e2025-08-20T02:16:39ZengCopernicus PublicationsGeoscientific Model Development1991-959X1991-96032025-04-01182249227410.5194/gmd-18-2249-2025Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitationM. Dantas de Paula0M. Forrest1D. Warlind2J. P. Darela Filho3K. Fleischer4A. Rammig5T. Hickler6T. Hickler7Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Georg-Voigt-Straße 14–16, 60325 Frankfurt am Main, GermanySenckenberg Biodiversity and Climate Research Centre (SBiK-F), Georg-Voigt-Straße 14–16, 60325 Frankfurt am Main, GermanyDepartment of Physical Geography and Ecosystem Science, Lund University, 223 62 Lund, SwedenProfessorship for Land Surface-Atmosphere Interactions, Technical University of Munich, Hans-Carl-v.-Carlowitz-Platz 2, 85354 Freising, Bavaria, GermanySection Systems Ecology, Amsterdam Institute for Life and Environment (A-LIFE), Vrije Universiteit Amsterdam, 1081 BT Amsterdam, the NetherlandsProfessorship for Land Surface-Atmosphere Interactions, Technical University of Munich, Hans-Carl-v.-Carlowitz-Platz 2, 85354 Freising, Bavaria, GermanySenckenberg Biodiversity and Climate Research Centre (SBiK-F), Georg-Voigt-Straße 14–16, 60325 Frankfurt am Main, GermanyDepartment of Physical Geography, Geosciences, Johann Wolfgang Goethe University of Frankfurt, 60438 Frankfurt, Germany<p>Phosphorus (P) is a critical macronutrient for plant growth, often limiting plant production in areas where plant demand is higher than soil supply. In contrast to nitrogen (N), P cannot be sourced from the atmosphere; therefore, where it is rare, it becomes a strong constraint on primary production. Due to this, most dynamic global vegetation models (DGVMs) are incorporating a prognostic P cycle in addition to N, improving their ability to correctly predict stocks and fluxes of carbon and how climate change may impact N and/or P limitations to soil processes and plant productivity.</p> <p>We included the P cycle into an individual-based DGVM, Lund–Potsdam–Jena General Ecosystem Simulator (LPJ-GUESS, v4.1, r10994), in order to improve model performance with regard to observations of vegetation and soil N and P stocks and fluxes in comparison to the N-only (LPJ-GUESS-CN) model version. The new model version (LPJ-GUESS-CNP v1.0) includes soil organic P dynamics, P limitation of organic matter decomposition, P deposition, temperature- and humidity-dependent P weathering, plant P demand and uptake, and P limitations to photosynthesis. Using the CNP version of LPJ-GUESS, we also estimated global spatial patterns of nutrient limitation to plant growth as well as the temporal change in plant N and P limitation during the 20th and early 21st century, evaluating the causes for these temporal shifts.</p> <p>We show that including the P cycle significantly reduces simulated global vegetation and soil C and N stocks and fluxes, in particular in tropical regions. The CNP model simulation improves the fit to global biomass observations in relation to the CN simulation. The CNP model predicts predominant P limitation of plant growth in the tropics, and N limitation in the temperate, boreal, and high-altitude tropical regions. The CNP model also correctly predicted the global magnitude (<span class="inline-formula">∼50</span> PgP) and the spatial pattern of total organic P stocks. P-limited regions cover less land surface area (46 %) than N-limited ones but are responsible for 57 % of the global gross primary productivity (GPP) and 68 % of vegetation biomass, while N-limited regions store a larger portion of total carbon stocks (55.9 %). Finally, the model shows that globally, primary production limitation to N availability decreased and limitation to P increased from 1901 to 2018, with N being more responsive to temperature and P than CO<span class="inline-formula"><sub>2</sub></span> changes. We conclude that including the P<span id="page2250"/> cycle in models like LPJ-GUESS is crucial for understanding global-scale spatial and temporal patterns in nutrient limitation and improving the simulated carbon stocks and fluxes.</p>https://gmd.copernicus.org/articles/18/2249/2025/gmd-18-2249-2025.pdf |
| spellingShingle | M. Dantas de Paula M. Forrest D. Warlind J. P. Darela Filho K. Fleischer A. Rammig T. Hickler T. Hickler Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation Geoscientific Model Development |
| title | Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation |
| title_full | Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation |
| title_fullStr | Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation |
| title_full_unstemmed | Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation |
| title_short | Including the phosphorus cycle into the LPJ-GUESS dynamic global vegetation model (v4.1, r10994) – global patterns and temporal trends of N and P primary production limitation |
| title_sort | including the phosphorus cycle into the lpj guess dynamic global vegetation model v4 1 r10994 global patterns and temporal trends of n and p primary production limitation |
| url | https://gmd.copernicus.org/articles/18/2249/2025/gmd-18-2249-2025.pdf |
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