Representation of the phosphorus cycle in the Joint UK Land Environment Simulator (vn5.5_JULES-CNP)
dc.contributor.author | Nakhavali, A | |
dc.contributor.author | Mercado, LM | |
dc.contributor.author | Hartley, IP | |
dc.contributor.author | Sitch, S | |
dc.contributor.author | Cunha, FV | |
dc.contributor.author | di Ponzio, R | |
dc.contributor.author | Lugli, LF | |
dc.contributor.author | Quesada, CA | |
dc.contributor.author | Andersen, KM | |
dc.contributor.author | Chadburn, SE | |
dc.contributor.author | Wiltshire, AJ | |
dc.contributor.author | Clark, DB | |
dc.contributor.author | Ribeiro, G | |
dc.contributor.author | Siebert, L | |
dc.contributor.author | Moraes, ACM | |
dc.contributor.author | Rosa, JS | |
dc.contributor.author | Assis, R | |
dc.contributor.author | Camargo, JL | |
dc.date.accessioned | 2022-07-11T13:33:20Z | |
dc.date.issued | 2022-07-07 | |
dc.date.updated | 2022-07-11T12:11:42Z | |
dc.description.abstract | Most land surface models (LSMs), i.e. the land components of Earth system models (ESMs), include representation of nitrogen (N) limitation on ecosystem productivity. However, only a few of these models have incorporated phosphorus (P) cycling. In tropical ecosystems, this is likely to be important as N tends to be abundant, whereas the availability of rock-derived elements, such as P, can be very low. Thus, without a representation of P cycling, tropical forest response in areas such as Amazonia to rising atmospheric CO2 conditions remain highly uncertain. In this study, we introduced P dynamics and its interactions with the N and carbon (C) cycles into the Joint UK Land Environment Simulator (JULES). The new model (JULES-CNP) includes the representation of P stocks in vegetation and soil pools, as well as key processes controlling fluxes between these pools. We develop and evaluate JULES-CNP using in situ data collected at a low-fertility site in the central Amazon, with a soil P content representative of 60 % of soils across the Amazon basin, to parameterize, calibrate, and evaluate JULES-CNP. Novel soil and plant P pool observations are used for parameterization and calibration, and the model is evaluated against C fluxes and stocks and those soil P pools not used for parameterization or calibration. We then evaluate the model at additional P-limited test sites across the Amazon and in Panama and Hawaii, showing a significant improvement over the C- and CN-only versions of the model. The model is then applied under elevated CO2 (600 ppm) at our study site in the central Amazon to quantify the impact of P limitation on CO2 fertilization. We compare our results against the current state-of-the-art CNP models using the same methodology that was used in the AmazonFACE model intercomparison study. The model is able to reproduce the observed plant and soil P pools and fluxes used for evaluation under ambient CO2. We estimate P to limit net primary productivity (NPP) by 24 % under current CO2 and by 46 % under elevated CO2. Under elevated CO2, biomass in simulations accounting for CNP increase by 10 % relative to contemporary CO2 conditions, although it is 5 % lower compared to CN- and C-only simulations. Our results highlight the potential for high P limitation and therefore lower CO2 fertilization capacity in the Amazon rainforest with low-fertility soils. | en_GB |
dc.description.sponsorship | Natural Environment Research Council (NERC) | en_GB |
dc.description.sponsorship | Newton Fund | en_GB |
dc.format.extent | 5241-5269 | |
dc.identifier.citation | Vol. 15(13), pp. 5241-5269 | en_GB |
dc.identifier.doi | https://doi.org/10.5194/gmd-15-5241-2022 | |
dc.identifier.grantnumber | NE/LE007223/1 | en_GB |
dc.identifier.uri | http://hdl.handle.net/10871/130226 | |
dc.identifier | ORCID: 0000-0003-2675-6730 (Nakhavali, André) | |
dc.identifier | ORCID: 0000-0003-4069-0838 (Mercado, Lina M) | |
dc.language.iso | en | en_GB |
dc.publisher | European Geosciences Union / Copernicus Publications | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.5710898 | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.5710896 | en_GB |
dc.relation.url | https://code.metoffice.gov.uk/svn/jules/main/branches/dev/mahdinakhavali/vn5.5_JULES PM_NAKHAVALI/ | en_GB |
dc.relation.url | http://jules-lsm.github.io/access_req/JULES_access.html | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.5711160 | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.5711144 | en_GB |
dc.relation.url | https://doi.org/10.5281/zenodo.5711150 | en_GB |
dc.rights | © Author(s) 2022. open access. This work is distributed under the Creative Commons Attribution 4.0 License. https://creativecommons.org/licenses/by/4.0/ | en_GB |
dc.title | Representation of the phosphorus cycle in the Joint UK Land Environment Simulator (vn5.5_JULES-CNP) | en_GB |
dc.type | Article | en_GB |
dc.date.available | 2022-07-11T13:33:20Z | |
dc.identifier.issn | 1991-959X | |
dc.description | This is the final version. Available on open access from the European Geosciences Union via the DOI in this record | en_GB |
dc.description | Data availability: The model outputs related to the results in this paper are provided in a Zenodo repository (https://doi.org/10.5281/zenodo.5710898, Nakhavali, 2021d). All of the R scripts used for processing the model outputs and producing results as table or figures are provided in a Zenodo repository (https://doi.org/10.5281/zenodo.5710896, Nakhavali et al., 2021). | en_GB |
dc.description | Code availability: The modified version of JULES vn5_5 and the P extension developed for this paper are freely available on Met Office Science Repository Service: https://code.metoffice.gov.uk/svn/jules/main/branches/dev/mahdinakhavali/vn5.5_JULES PM_NAKHAVALI/ (Nakhavali, 2022) after registration (http://jules-lsm.github.io/access_req/JULES_access.html, last access: 28 June 2022) and completion of the software license form. Codes for compiling the model are available at https://doi.org/10.5281/zenodo.5711160 (Nakhavali, 2021a). Simulations were conducted using two sets of model configurations (namelists), i.e. one each for ambient CO2 conditions (https://doi.org/10.5281/zenodo.5711144, Nakhavali, 2021b) and for elevated CO2 conditions (https://doi.org/10.5281/zenodo.5711150, Nakhavali, 2021c). | en_GB |
dc.identifier.eissn | 1991-9603 | |
dc.identifier.journal | Geoscientific Model Development | en_GB |
dc.relation.ispartof | Geoscientific Model Development, 15(13) | |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | en_GB |
dcterms.dateAccepted | 2022-06-20 | |
rioxxterms.version | VoR | en_GB |
rioxxterms.licenseref.startdate | 2022-07-07 | |
rioxxterms.type | Journal Article/Review | en_GB |
refterms.dateFCD | 2022-07-11T13:29:02Z | |
refterms.versionFCD | VoR | |
refterms.dateFOA | 2022-07-11T13:33:42Z | |
refterms.panel | C | en_GB |
refterms.dateFirstOnline | 2022-07-07 |
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