PISCES
| Model type |
|---|
| Approach: Mechanistic |
| Computational demand: HPC |
| Typical physical scales: grid: C-type grid. Global resolution : 1 or 2°, regional resolution from 1/12° to 1/36° |
| Appropriate timescales: time step: typically around 1400-5400s
output: daily to yearly |
Model overview
PISCES is a biogeochemical model that simulates marine biological productivity and describes the biogeochemical cycles of carbon, oxygen and the main nutrients (P, N, Si, Fe) (Aumont et al., 2015)[1]. It is the marine biogeochemistry component of two ocean modeling platforms (NEMO and CROCO), three Earth System models (IPSL-CM, CNRM-CM and EC-Earth) and one operational oceanographic system (MERCATOR-Ocean). See https://www.pisces-community.org/.
Scales of interest
PISCES has been developped and used for studying a variety of biogeochemical questions at the global and regional scale (Mediterranean, Indian Ocean, North Atlantic...)[2][3].
Temporal scales include seasonnal to interannual variability. PISCES is also regularly used to study past and future climates (incl. distant past and futures)[4][5]
Data inputs
Example Studies & Code
Classic examples
The reference article describing the main features and parameters of the model is: Aumont, O., Ethé, C., Tagliabue, A., Bopp, L., and Gehlen, M.: PISCES-v2: an ocean biogeochemical model for carbon and ecosystem studies, Geosci. Model Dev., 8, 2465–2513, https://doi.org/10.5194/gmd-8-2465-2015, 2015
All informations on the latest developpements (including access to code) can be found at: https://www.pisces-community.org/
Recent applications
Several versions of PISCES have been developped to address specific research questions. The verified versions (with public distribution of the codes) currently include:
- PISCES-gas which models the cycle of additional compounds emitted to the atmosphere such as N2O, DMS and CO (Conte et al., 2019 ; Séférian et al., 2020 ; Conte et al., 2020, Berthet et al., 2023)[6][7][8][9].
- PISCES-iso which represents 13C and 15N (Buchanan et al., 2021)[10]
- PISCES-Byonic which in addition to Fe, describes the cycles of the trace metals Co, Zn Mn and Cu (Tagliabue et al., 2018 ; Weber et al., 2018 ; Richon and Tagliabue, 2019, 2021)[11][12][13].
Limitations
References
- ↑ Aumont, O., Ethé, C., Tagliabue, A., Bopp, L., and Gehlen, M.: PISCES-v2: an ocean biogeochemical model for carbon and ecosystem studies, Geosci. Model Dev., 8, 2465–2513, https://doi.org/10.5194/gmd-8-2465-2015, 2015.
- ↑ Santana-Falcón, Yeray; Mason, Evan; Arístegui, Javier Offshore transport of organic carbon by upwelling filaments in the Canary Current System, Progress in Oceanography, vol. 186, pp. 102322, 2020, ISSN: 00796611.
- ↑ Richon, Camille; Dutay, Jean-Claude; Dulac, François; Wang, Rong; Balkanski, Yves; Nabat, Pierre; Aumont, Olivier; Desboeufs, Karine; Laurent, Benoît; Guieu, Cécile; Raimbault, Patrick; Beuvier, Jonathan Modeling the Impacts of Atmospheric Deposition of Nitrogen and Desert Dust-Derived Phosphorus on Nutrients and Biological Budgets of the Mediterranean Sea, Progress in Oceanography, vol. 163, pp. 21–39, 2018.
- ↑ Sarr, A-C; Donnadieu, Yannick; Laugié, Marie; Ladant, J-B; Suchéras-Marx, Baptiste; Raisson, François Ventilation Changes Drive Orbital-Scale Deoxygenation Trends in the Late Cretaceous Ocean In: Geophysical Research Letters, vol. 49, no. 19, pp. e2022GL099830, 2022.
- ↑ Kwiatkowski, Lester; Torres, Olivier; Bopp, Laurent; Aumont, Olivier; Chamberlain, Matthew; Christian, James R; Dunne, John P; Gehlen, Marion; Ilyina, Tatiana; John, Jasmin G; Lenton, Andrew; Li, Hongmei; Lovenduski, Nicole S; Orr, James C; Palmieri, Julien; Santana-Falcón, Yeray; Schwinger, Jörg; Séférian, Roland; Stock, Charles A; Tagliabue, Alessandro; Takano, Yohei; Tjiputra, Jerry; Toyama, Katsuya; Tsujino, Hiroyuki; Watanabe, Michio; Yamamoto, Akitomo; Yool, Andrew; Ziehn, Tilo Twenty-First Century Ocean Warming, Acidification, Deoxygenation, and Upper-Ocean Nutrient and Primary Production Decline from CMIP6 Model Projections, Biogeosciences, vol. 17, no. 13, pp. 3439-3470, 2020, ISSN: 1726-4170.
- ↑ Conte, L., Szopa, S., Séférian, R., and Bopp, L.: The oceanic cycle of carbon monoxide and its emissions to the atmosphere, Biogeosciences, 16, 881–902, https://doi.org/10.5194/bg-16-881-2019, 2019
- ↑ Conte, L., Szopa, S., Aumont, O., Gros, V., & Bopp, L. (2020). Sources and sinks of isoprene in the global open ocean: Simulated patterns and emissions to the atmosphere. Journal of Geophysical Research: Oceans, 125, e2019JC015946. https://doi.org/10.1029/2019JC015946
- ↑ Séférian, Roland; Berthet, Sarah; Yool, Andrew; Palmiéri, Julien; Bopp, Laurent; Tagliabue, Alessandro; Kwiatkowski, Lester; Aumont, Olivier; Christian, James; Dunne, John; Gehlen, Marion; Ilyina, Tatiana; John, Jasmin G; Li, Hongmei; Long, Matthew C; Luo, Jessica Y; Nakano, Hideyuki; Romanou, Anastasia; Schwinger, Jörg; Stock, Charles; Santana-Falcón, Yeray; Takano, Yohei; Tjiputra, Jerry; Tsujino, Hiroyuki; Watanabe, Michio; Wu, Tongwen; Wu, Fanghua; Yamamoto, Akitomo Tracking Improvement in Simulated Marine Biogeochemistry Between CMIP5 and CMIP6, Current Climate Change Reports, vol. 6, no. 3, pp. 95-119, 2020, ISSN: 2198-6061
- ↑ Berthet, S.; Jouanno, J.; Séférian, R.; Gehlen, M.; Llovel, W. How does the phytoplankton–light feedback affect the marine N2O inventory? Earth System Dynamics, vol. 14, no. 2, pp. 399–412, 2023
- ↑ Buchanan, Pearse J; Aumont, Olivier; Bopp, Laurent; Mahaffey, Claire; Tagliabue, Alessandro Impact of intensifying nitrogen limitation on ocean net primary production is fingerprinted by nitrogen isotopes, Nature Communications, vol. 12, no. 1, pp. 6214, 2021.
- ↑ Tagliabue, A., Hawco, N. J., Bundy, R. M., Landing, W. M., Milne, A., Morton, P. L., & Saito, M. A. (2018). The role of external inputs and internal cycling in shaping the global ocean cobalt distribution: Insights from the first cobalt biogeochemical model. Global Biogeochemical Cycles, 32, 594–616. https://doi.org/10.1002/2017GB005830
- ↑ Richon, C., & Tagliabue, A. (2021). Biogeochemical feedbacks associated with the response of micronutrient recycling by zooplankton to climate change. Global Change Biology, 27, 4758–4770. https://doi.org/10.1111/gcb.15789
- ↑ Richon, C., & Tagliabue, A. (2019). Insights into the major processes driving the global distribution of copper in the ocean from a global model. Global Biogeochemical Cycles, 33, 1594–1610. https://doi.org/10.1029/2019GB006280