Scientific data

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Title: Data used in the article: "Climate change impacts the vertical structure of marine ecosystem thermal ranges"
Authors: Santana-Falcón, Yeray, Séférian, Roland
https://doi.org/10.5281/zenodo.6940283
Licence: CC BY 4.0
Description: This dataset is used in the manuscript "Climate change impacts the vertical structure of marine ecosystem thermal ranges" accepted in Nature Climate Change 2022.
Associated article: https://doi.org/10.1038/s41558-022-01476-5
Dataset origin: COMFORT affiliated

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Title: SeaFlux: harmonised sea-air CO2 fluxes from surface pCO2 data products using a standardised approach
Authors: Luke Gregor
https://doi.org/10.5281/zenodo.5482547
Licence: CC BY 4.0
Description: Fluxes calculated using the standardized approach
Associated article: N/A
Dataset origin: COMFORT

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Title: FESOM-REcoM model data: Abruptly attenuated carbon sequestration with Weddell Sea dense waters by 2100
Authors: Judith Hauck, Cara Nissen
https://doi.org/10.1594/pangaea.943505
Licence: CC BY 4.0
Description: Output of model simulations with the global ocean biogeochemical model FESOM1.4-REcoM2 to reproduce the findings of Nissen et al. (2022).
Associated article: https://doi.org/10.1038/s41467-022-30671-3
Dataset origin: COMFORT

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Title: FESOM1.4-REcoM2 4.5 km model analysis of Dissolved Inorganic Nitrogen Fluxes in the central Arctic Ocean
Authors: Oziel, Laurent; Schourup-Kristensen, Vibe; Wekerle, Claudia; Hauck, Judith
https://doi.org/10.5281/zenodo.6448979
Licence: CC BY 4.0
Description: This dataset is related to the article "The pan-Arctic continental slope as an intensifying conveyer belt for nutrients in the central Arctic Ocean (1985-2015)." In Global Biogeochemical Cycles (AGU) by Oziel et al. It provides post-processed and curated data from FESOM1.4-REcoM2, biogeochemical model outputs with a 4.5 km horizontal resolution in the Arctic Ocean. It can be used to reproduce the analysis of the article such as maps (mean state and linear trends) and time series of several bio-physical variables including the Reynolds decomposition of Dissolved Inorganic Nitrogen fluxes: contributions of the synoptic (mean current) versus (sub)mesoscale fluxes, or horizontal versus vertical fluxes.
Associated article: https://doi.org/10.1029/2021GB007268
Dataset origin: COMFORT

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Title: Idealized overshoot experiments simulated with NorESM2-LM
Authors: Jörg Schwinger, Ali Asaadi
https://doi.org/10.11582/2022.00012
Licence: CC BY 4.0
Description: This data set contains model output of idealized, 400 years long, simulations conducted with the Norwegian Earth System Model NorESM2-LM. NorESM2 is described in Seland et al. (2020) and Tjiputra et al. (2020).
Associated article: https://doi.org/10.1038/s41467-022-28573-5
Dataset origin: COMFORT, Used for COMFORT publication

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Title: a270091/ocean-iron-boxmodel: first official release
Authors: Christoph Völker
https://doi.org/10.5281/zenodo.5068784
Licence: GNU GENERAL PUBLIC LICENSE
Description: Modelling work to quantify the altered bio-availability of the micronutrient iron and the role of organic matter under different scenarios of warming, acidification and deoxygenation
Associated article: https://doi.org/10.3389/fmars.2022.777334
Dataset origin: COMFORT

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Title: Metal (Iron and Copper) complexation from water samples during POSEIDON cruise POS533 (AIMAC)
Authors: Santana-Casiano, Juana Magdalena; Quack, Birgit
https://doi.org/10.1594/PANGAEA.933690
Licence: CC BY 4.0
Description: At each station, seawater was collected for trace metals sampling at 20 m depth using a Teflon pump (Furon®) with a 40 m Teflon tube connected with a AcroPakTM 1500 capsule w/Supor Memb 0.8/0.2 μm filter. The pump was left to pump to rinse the inner hose and 1 L sample was collected in LDPE bottles (NALGENE) and stored at -20oC until the land-based laboratory analysis. The material was previously cleaned following the trace metals GEOTRACES protocol and the experiments were done in Class 100 clean laboratory or trace metal analysis (QUIMA- IOCAG TM lab).
Associated article: https://doi.org/10.1016/j.marchem.2022.104087
Dataset origin: COMFORT, used for COMFORT publication

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Title: Fe(II) kinetic data from from water samples during POSEIDON cruise POS533 (AIMAC)
Authors: Santana-Casiano, Juana Magdalena; Quack, Birgit
https://doi.org/10.1594/PANGAEA.934051
Licence: CC BY 4.0
Description: At each station, seawater was collected for trace metals sampling at 20 m depth using a Teflon pump (Furon®) with a 40 m Teflon tube connected with a AcroPakTM 1500 capsule w/Supor Memb 0.8/0.2 μm filter. The pump was left to pump to rinse the inner hose and 1 L sample was collected in LDPE bottles (NALGENE) and stored at -20oC until the land-based laboratory analysis. The material was previously cleaned following the trace metals GEOTRACES protocol and the experiments were done in Class 100 clean laboratory or trace metal analysis (QUIMA- IOCAG TM lab).
Associated article: https://doi.org/10.1021/acs.est.1c04512
Dataset origin: COMFORT, used for COMFORT publication

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Title: Future greenhouse gas balance of northern peatlands
Authors: Qiu, Chunjing
https://doi.org/10.5281/zenodo.5595768
Licence: CC BY 4.0
Description: Time series of CO2 and CH4 emissions (1861-2299) from northern peatlands, simulated by five land surface models.
Associated article: https://doi.org/10.1016/j.oneear.2021.12.008
Dataset origin: COMFORT affiliated, Used for COMFORT publication

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Title: Radiocarbon in the land and ocean components of the Community Earth System Model: data to prepare figures
Authors: Frischknecht, Tobias; Ekici, Altug; Joos, Fortunat
https://doi.org/10.5281/zenodo.5776909
Licence: CC BY 4.0
Description: Radiocarbon in the land and ocean components of the Community Earth System Model: data to prepare figures
Associated article: https://doi.org/10.1029/2021GB007042
Dataset origin: COMFORT, Used for COMFORT publication

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Title: Data supporting publication "OCEAN BIOGEOCHEMICAL EXTREMES AND COMPOUND EVENTS"
Authors: Gruber, Nicolas
https://doi.org/10.3929/ethz-b-000501082
Licence: http://rightsstatements.org/page/InC-NC/1.0/
Description: This dataset is associated with the Perspectives article entitled "OCEAN BIOGEOCHEMICAL EXTREMES AND COMPOUND EVENTS" written by N. Gruber, Philip W. Boyd, Thomas L. Frölicher, and Meike Vogt. The data provided here show the distribution in space and time of a number of ocean biogeochemical extremes as simulated by two models, i.e, the global GFDL Earth System Model and the regional ROMS-BEC model.
Associated article: https://doi.org/10.1038/s41586-021-03981-7
Dataset origin: COMFORT

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Title: GUD IGSM monthly mean plankton group surface biomass
Authors: Stephanie Dutkiewicz
https://doi.org/10.7910/DVN/RPL6PT
Licence: CC0 1.0
Description: Each files contains 12 monthly mean for each year 1991 to 2100 of surface biomass (mmol C/m3): Photosynthetic prokaryotes, pico-eukaryotes, coccolithophores, diazotrophs, diatoms; mixotrophic dinoflagellates; zooplankton. The model output list here was used in: Bardon, L., B.A. Ward, S. Dutkiewicz, and B.B. Cael. Testing the skill of a species distribution model in a virtual environment. Geophysical Research Letters, in press.
Associated article: https://doi.org/10.1029/2021GL093455
Dataset origin: Used for COMFORT publication, COMFORT affiliated

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Title: GUD IGSM monthly surface environmental factors
Authors: Stephanie Dutkiewicz
https://doi.org/10.7910/DVN/LQH9PX
Licence: CC0 1.0
Description: Each files contains 12 monthly mean for each year 1991 to 2100: Sea Surface Temperature (actually 0-10m mean) (SST, degC) Sea Surface Salinity (actually 0-10m mean) (SSS, psu) Surface incident photosynthetically available radiation (PAR, uEin/m2/s) Nitrate concentration (0-10m), (NO3, mmol N/m3) Phosphate concentration (0-10m), (PO4, mmol P/m3) Iron concentration (0-10m), (Fe, mmol Fe/m3) Silicic acid (0-10m), (SiO2, mmol Si/m3).The model output list here was used in: Bardon, L., B.A. Ward, S. Dutkiewicz, and B.B. Cael. Testing the skill of a species distribution model in a virtual environment. Geophysical Research Letters, in press.
Associated article: https://doi.org/10.1029/2021GL093455
Dataset origin: Used for COMFORT publication, COMFORT affiliated

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Title: GUD IGSM depth integrated biomass
Authors: Stephanie Dutkiewicz
https://doi.org/10.7910/DVN/LWHQNS
Licence: CC0 1.0
Description: Each files contains the annual mean depth integrated carbon biomass (mmol C/m2) of each of the 51 plankton types for each year 1991-2100.
Associated article: https://doi.org/10.1038/s41467-021-25699-w; https://doi.org/10.1126/sciadv.abf8593
Dataset origin: Used for COMFORT publication, COMFORT affiliated

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Title: Particle tracking and Lagrangian statistics related to: "Significant
variability of structure and predictability of Arctic Ocean surface
pathways affects basin-wide connectivity"
Authors: Wilson, Chris; Aksenov, Yevgeny; Rynders, Stefanie; Kelly, Stephen; Krumpen, Thomas; Coward, Andrew C.
https://doi.org/10.5281/zenodo.4868752
Licence: CC BY 4.0
Description: These files are related to a study of surface drift in the Arctic ocean. See the accompanying journal paper for more info or contact Chris Wilson (cwi@noc.ac.uk).
Associated article: https://doi.org/10.1038/s43247-021-00237-0
Dataset origin: COMFORT/COMFORT affiliated

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Title: seamanticscience/Lauderdale_and_Cael_2021_GRL: Lauderdale and Cael "Impact of remineralization profile shape on the air-sea carbon balance" manuscript repository.
Authors: Jonathan Lauderdale, BB Cael
https://doi.org/10.5281/zenodo.4578678
Licence: Other (Open)
Description: Model code, output, and analysis routines looking at the impact of remineralization profile shape on the air-sea carbon balance, and characterizing structural uncertainty in the ocean's biological pump
Associated article: https://doi.org/10.1029/2020GL091746
Dataset origin: COMFORT affiliated, used for COMFORT publication

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Title: Supplementary data to "A commited fourfold increase in ocean oxygen loss"
Authors: Andreas Oschlies
https://hdl.handle.net/20.500.12085/1a2adccc-bb63-4e38-ba57-43852fb2c2fc

Description: Model code and output from University of Victoria Earth System Climate Model version 2.8, and all ferret scripts and preprocessed model output to generate the figures of the paper “A committed fourfold increase in ocean oxygen loss”.
Associated article: https://doi.org/10.1038/s41467-021-22584-4
Dataset origin: COMFORT

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Title: Model output from the Bern3D model of pre-industrial and Last Glacial Maximum
Authors: Frerk Pöppelmeier, Jeemijn Scheen, Aurich Jeltsch-Thömmes, and Thomas F. Stocker
https://doi.org/10.5281/zenodo.4436092
Licence: CC BY 4.0
Description: The here presented datasets contain the model results of the Bern3D model to be published in Pöppelmeier et al. (2021) Climate of the Past Discussions (https://doi.org/10.5194/cp-2020-135). The datasets of the five performed simulations are presented: PI_CTRL, LGM_CTRL, LGM_BS, LGM_BS+wind, LGM_BS+wind+tidal. For detailed information on the model set ups please see section 2 and Table 1 of Pöppelmeier et al. (2021).
Associated article: https://doi.org/10.5194/cp-17-615-2021
Dataset origin: COMFORT affiliated, used for COMFORT publication

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Title: Isotope data (Δ¹⁴C, δ¹³C and δD) for dissolved methane at the Outer Eurasian Arctic Shelf
Authors: Julia Steinbach, Henry Holmstrand, Örjan Gustafsson
https://doi.org/10.17043/oden-swerus-2014-methane-isotopes-1
Licence: ODC-By
Description: Isotope data for dissolved methane determined in samples collected from vertical and bottom-water horizontal casts in the outer Laptev Sea.The data was collected during the SWERUS-C3 expedition to the Arctic Ocean with Swedish icebreaker Oden during summer 2014, and compiled to apportion the sources of methane being released from the ocean bottom and causing highly elevated methane concentrations in the Laptev Sea water column.The dataset was prepared for the first study in this region to use the combination of radiocarbon, δ¹³C and δD to deduce the sources of methane escaping from the sea floor.
Associated article: https://doi.org/10.1073/pnas.2019672118
Dataset origin: COMFORT

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Title: OceanSODA-ETHZ: A global gridded dataset of the surface ocean carbonate system for seasonal to decadal studies of ocean acidification (v2022) (NCEI Accession 0220059)
Authors: Luke Gregor, Nicolas Gruber
https://doi.org/10.25921/m5wx-ja34
Licence: Citation
Description: This dataset contains a global gridded dataset of the surface ocean carbonate system for seasonal to decadal studies of ocean acidification (v2022). The product extends from the start of 1982 to the end of 2021.
Associated article: https://doi.org/10.5194/essd-13-777-2021; https://doi.org/10.1029/2021GL096938
Dataset origin: Re-use of existing data, COMFORT affiliated

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Title: bbcael/cael_cavan_britten_GRL: v1
Authors: BB Cael
https://doi.org/10.5281/zenodo.4441150
Licence: Other (Open)
Description: Data used in Cael, B. B., Cavan, E. L., & Britten, G. L. (2021). Reconciling the size-dependence of marine particle sinking speed.
Associated article: https://doi.org/10.1029/2020GL091771
Dataset origin: Re-use of existing data, Used for COMFORT publication

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Title: pinskylab/ClimateAndMSP: Publication
Authors: Malin Pinsky; Lauren Rogers
https://doi.org/10.5281/zenodo.3991884
Licence: MIT license
Description: Scripts and data to test whether proactively preparing for climate change-driven shifts in species habitats produces effective ocean plans and whether it imposes tradeoffs.
Associated article: https://doi.org/10.1126/sciadv.abb8428
Dataset origin: Re-use of existing data, used for COMFORT publication

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Title: ARIOS Database: An Acidification Ocean Database for the Galician Upwelling Ecosystem
Authors: Pérez, Fiz F. ; Velo, A.; Padín, X. A.; Doval, M. Dolores; Prego, R.
https://doi.org/10.20350/digitalCSIC/12498
Licence: CC BY-SA 4.0
Description: The ARIOS project (Acidification in the Rias and the Iberian Continental Shelf) included among its tasks the compilation and analysis of the historical record of the measurements of the carbon system and associated parameters carried out by the Instituto de Investigaciones Mariñas (IIM-CSIC) in Vigo (Spain) that gathers 3,343 oceanographic stations and 17,653 discrete samples between 1976 and 2018. This unique collection that gathers biogeochemical data from 24 oceanographic projects and cruises between 40º N and 45º N, 11ºW and the Galician coast in the last 40 years is a departure point to evaluate the acidification in the Galician coastal upwelling system.
Associated article: https://doi.org/10.5194/essd-12-2647-2020
Dataset origin: Used for COMFORT publication

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Title: The ocean carbon sink estimate in the Global Carbon Budget 2019
Authors: Hauck, Judith; Zeising, Moritz; Le Quéré, Corinne; Gruber, Nicolas; Bakker, Dorothee C E; Bopp, Laurent; Chau, Thi Tuyet Trang; Gürses, Özgür; Ilyina, Tatiana; Landschützer, Peter; Lenton, Andrew; Resplandy, Laure; Rödenbeck, Christian; Schwinger, Jörg; Séférian, Roland
https://doi.org/10.1594/PANGAEA.920753
Licence: CC BY 4.0
Description: Gridded monthly 1x1 degree fields of air-sea CO2 flux and surface ocean pCO2 from Global Ocean Biogeochemical Models (GOBMs) and data-products as used in the Global Carbon Budget 2019.
Associated article: https://doi.org/10.3389/fmars.2020.571720
Dataset origin: Used for COMFORT publication

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Title: Data used for figures and tables in "Increase in ocean acidity variability and extremes under increasing atmospheric CO2"
Authors: Friedrich Burger
https://doi.org/10.5281/zenodo.4032576; https://doi.org/10.5281/zenodo.4032577
Licence: CC BY 4.0
Description: Changes in ocean acidity extremes over the historical period and over the 21st century using a five member ensemble simulation with the GFDL ESM2M
Associated article: https://doi.org/10.5194/bg-17-4633-2020
Dataset origin: COMFORT

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Title: Dissolved organic carbon in the water column of the Strait of Gibraltar over 2008-2015: database generated at the GIFT (Gibraltar Fixed Time series)
Authors: I. Emma Huertas, Susana Flecha, Jaime Otero and Xose Anton Alvarez-Salgado
https://doi.org/10.20350/digitalCSIC/12499
Licence: CC BY-SA 4.0
Description: This data set includes data collected between 2008 and 2015 that havebeen used to estimate the exchange of dissolved organic carbon between the Atlantic Ocean and the Mediterranean Sea through the Strait of Gibraltar (Long:-5.345, Lat: 36.137, Datum:WSG84) and to assess the seasonality of the fluxes.
Associated article: https://doi.org/10.1029/2020GL089601
Dataset origin: Used for COMFORT publication

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Title: Simulated anthropogenic carbon and CFC-12 with the NEMO model using the perturbation approach
Authors: Terhaar Jens, Tanhua Toste, Stöven Tim, Orr James C, Bopp Laurent
https://doi.org/10.17882/74022
Licence: CC BY-NC-ND 4.0
Description: This dataset provides simulated monthly averaged ocean temperature, salinity, CFC-12, and anthropogenic carbon in August 2005 from NEMO simulations with the ORCA2 and ORCA025 configurations. Anthropogenic carbon was calculated using the perturbation approach by Sarmiento et al. [1992]. For ORCA2, simulated CFC-12 and anthropogenic carbon is also provided for August 2100.
Associated article: https://doi.org/10.1029/2020JC016124
Dataset origin: COMFORT affiliated

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Title: They Came From The Pacific: How changing Arctic currents could contribute to an ecological regime shift in the Atlantic Ocean - Lagrangian Data 1970-1989 (1 of 2)
Authors: Kelly, Stephen John, Popova, Ekaterina, Aksenov, Yevgeny, Marsh, Robert, & Yool, Andrew
https://doi.org/10.5281/zenodo.3612713
Licence: CC BY 4.0
Description: Supporting data for Kelly et al.: They Came From The Pacific: How changing Arctic currents could contribute to an ecological regime shift in the Atlantic Ocean (Earth's Future, submitted). Trajectories saved by year of release in the Bering Strait. All months from that year are included in the same file, with the first 1000 trajectories corresponding to January release, second 1000 from February release, and so on.
Associated article: https://doi.org/10.1029/2019EF001394
Dataset origin: COMFORT affiliated

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Title: They Came From The Pacific: How changing Arctic currents could contribute to an ecological regime shift in the Atlantic Ocean - Lagrangian Data 1990-2002 (2 of 2)
Authors: Kelly, Stephen John, Popova, Ekaterina, Aksenov, Yevgeny, Marsh, Robert, & Yool, Andrew
https://doi.org/10.5281/zenodo.3613665
Licence: CC BY 4.0
Description: Supporting data for Kelly et al.: They Came From The Pacific: How changing Arctic currents could contribute to an ecological regime shift in the Atlantic Ocean (Earth's Future, submitted). Trajectories saved by year of release in the Bering Strait. All months from that year are included in the same file, with the first 1000 trajectories corresponding to January release, second 1000 from February release, and so on.
Associated article: https://doi.org/10.1029/2019EF001394
Dataset origin: COMFORT affiliated

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Title: Data from: Climate warming is predicted to enhance the negative effects of harvesting on high-latitude lake fish populations
Authors: Smalås, Aslak;Strøm, John; Amundsen, Per-Arne; Dieckmann, Ulf; Primicerio, Raul,
https://doi.org/10.5061/dryad.jdfn2z370
Licence: CC0 1.0
Description: Output from an eco-genetic Individual Based Model parameterised for Arctic charr from Lake Takvatn.
Associated article: https://doi.org/10.1111/1365-2664.13535
Dataset origin: Used for COMFORT publication

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Title: Characterizing uncertainty in climate impact projections: a case study with seven marine species on the North American continental shelf
Authors: Morley, James; Froelicher, Thomas; Pinsky, Malin
https://doi.org/10.5061/dryad.44j0zpcbc
Licence: CC0 1.0
Description: 8964 unique 21st century projections for shifts in suitable habitat for seven economically important marine species including American lobster, Pacific halibut, Pacific ocean perch, and summer flounder.
Associated article: https://doi.org/10.1093/icesjms/fsaa103
Dataset origin: N/A

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Title: Comfort Dataset
Authors: Alexander Korablev, Are Olsen
https://doi.org/10.11582/2022.00039
Licence: CC BY 4.0
Description: A global comprehensive observational dataset compiled from existing biogeochemical observation data compiled for the EU H2020 Project COMFORT coordinated by the University of Bergen. Details are described in the “COMFORT Dataset Compilation Report” available alongside the dataset.
Associated article: N/A
Dataset origin: Re-use of existing data, compiled and published by COMFORT

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Title: High trophic level feedbacks on global ocean carbon uptake and marine ecosystem dynamics under climate change (Dupont et al., GBC)
Authors: Dupont, Léonard; Le Mézo, Priscilla; Aumont, Olivier; Bopp, Laurent; Clerc, Corentin; Ethé, Christian; Maury, Olivier
https://doi.org/10.5281/zenodo.7385454
Licence: CC BY 4.0
Description: Files used to make the analysis in the paper "High trophic level feedbacks on global ocean carbon uptake and marine ecosystem dynamics under climate change" (Dupont et al., accepted in GBC)
Associated article: https://doi.org/10.1111/gcb.16558
Dataset origin: COMFORT

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Title: Supplementary material for 'Including filter-feeding gelatinous macrozooplankton in a global marine biogeochemical model: model-data comparison and impact on the ocean carbon cycle'
Authors: Corentin Clerc; Laurent Bopp; Fabio Benedetti; Meike Vogt; Olivier Aumont
https://doi.org/10.5281/zenodo.7573432
Licence: CC BY 4.0
Description: Supplementary material for "Including filter-feeding gelatinous macrozooplankton in a global marine biogeochemical model: model-data comparison and impact on the ocean carbon cycle".
Associated article: https://doi.org/10.5194/bg-20-869-2023
Dataset origin: COMFORT

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Title: Multi-proxy agreement on Atlantic circulation dynamics since the last ice age: Model output data
Authors: Pöppelmeier, Frerk; Jeltsch-Thömmes, Aurich; Lippold, Jörg; Joos, Fortunat; Stocker, Thomas F.
https://doi.org/10.5281/zenodo.7540200
Licence: CC BY 4.0
Description: This dataset contains model output for the simulations presented in: "Multi-proxy agreement on Atlantic circulation dynamics since the last ice age".
Associated article: https://doi.org/10.1038/s41561-023-01140-3
Dataset origin: COMFORT

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Title: Data compilation of stable and radiactive carbon, Nd isotopes, and Pa and Th of the Last Glacial Maxmium and last deglaciation
Authors: Pöppelmeier, Frerk; Jeltsch-Thömmes, Aurich; Lippold, Jörg; Joos, Fortunat; Stocker, Thomas F.
https://doi.org/10.5281/zenodo.7404303
Licence: CC BY 4.0
Description: Proxy data compilations of δ13C, benthic-planktic 14C ages, Nd isotopes, and Pa and Th of the Last Glacial Maximum (LGM) and last deglaciation as used in Pöppelmeier et al. (2023).
Associated article: https://doi.org/10.1038/s41561-023-01140-3
Dataset origin: Re-use of existing data, used for COMFORT publication

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Title: Data and code for "Hotspots and drivers of compound marine heatwave and low net primary production extremes"
Authors: Natacha Le Grix
https://doi.org/10.5281/zenodo.7330443
Licence: CC BY 4.0
Description: This repository provides the code and data for the study "Hotspots and drivers of compound marine heatwave and low net primary production extremes".
Associated article: https://doi.org/10.5194/bg-19-5807-2022
Dataset origin: Re-use of existing data, Used for COMFORT publication

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Title: 2-Dimensional habitat files for 47 representative marine species
Authors: Morée; Cheung, W. L.; Clarke, T. M.; Frölicher, T. L.
https://doi.org/10.5281/zenodo.7936679
Licence: CC BY 4.0
Description: 2D marine species habitats in NetCDF format on 0.5*0.5 degree global regular grid.Based on Close et al. (2006) and converted from .CSV format.
Associated article: https://doi.org/10.5194/bg-20-2425-2023
Dataset origin: Re-use of existing data, Used for COMFORT publication

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Title: Committed and projected future changes in global peatlands - continued transient model simulations since the Last Glacial Maximum
Authors: Müller, Jurek;Joos, Fortunat
https://doi.org/10.5281/zenodo.4627681
Licence: CC BY 4.0
Description: This data contains model output for the variables surface temperature, precipitation, peatland fraction, peatland carbon, total peat carbon and peatland NEP of the simulations discussed in the manuscript submitted as: Müller, J. & Joos, F.: Global peatlands under future climate - seamless model projections from the Last Glacial Maximum, Biogeosciences Discussions, 2021
Associated article: https://doi.org/10.5194/bg-18-3657-2021
Dataset origin: COMFORT

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Title: Sparse observations induce large biases in estimates of the global ocean CO2 sink: an ocean model subsampling experiment
Authors: Judith Hauck; Cara Nissen; Peter Landschützer; Christian Rödenbeck; Seth Bushinsky; Are Olsen
https://doi.org/10.5281/zenodo.7784745
Licence: CC BY 4.0
Description: Dataset underlying the analysis in Hauck et al., 2023: Sparse observations induce large biases in estimates of the global ocean CO2 sink - an ocean model subsampling experiment. Surface ocean partial pressure of CO2 (pCO2) and air-sea CO2 flux reconstructions, using two mapping methods (MPI-SOM-FFN, CarboScope) three different sampling masks: SOCAT, SOCAT+SOCCOM, IDEAL (based on bgcArgo, Roemmich et al., 2019). Also, all FESOM-REcoM output fields that were used in the reconstructions are provided. We further provide the three masks that were used for subsampling: SOCAT, SOCAT+SOCCOM, IDEAL (bgcArgo).
Associated article: https://doi.org/10.1098/rsta.2022.0063
Dataset origin: Used for COMFORT publication

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Title: Projected ocean carbon cycle and ocean acificiation for given temperature targets from Bern3D-LPX simulations with the AERAProjected ocean carbon cycle and ocean acificiation for given temperature targets from Bern3D-LPX simulations with the AERA
Authors: Jens Terhaar, Thomas Frölicher, Fortunat Joos
https://doi.org/10.17882/92735
Licence: CC BY-NC 4.0
Description: The files provide the model output from Bern3D-LPX forced with the Adaptive Emission Reduction Approach (AERA) that are presented in Terhaar et al. (2023). The AERA (Terhaar et al., 2022) allows to develop time series of CO2 forcing equivalent emissions that allow the global warming to converge to a given temperature target. This dataset includes output from all scenarios presented in Terhaar et al. (2023): 'baseline', 'high-CO2', and 'constant aerosols'.
Associated article: https://doi.org/10.1088/1748-9326/acaf91
Dataset origin: COMFORT

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Title: Model output from the Bern3D model of 600 kyr weathering step-change experiments
Authors: Jeltsch-Thömmes, Aurich; Joos, Fortunat
https://doi.org/10.5281/zenodo.7573365
Licence: CC BY 4.0
Description: Model output data from the Bern3D model that were used for the manuscript "Carbon cycle responses to changes in weathering and the long-term fat of stable carbon isotopes".
Associated article: https://doi.org/10.1029/2022PA004577
Dataset origin: COMFORT

________________________________________________________

Title: UVic-MOBI Anthropogenic Biogeochemistry Simulations
Authors: Christopher Somes
https://doi.org/10.5281/zenodo.8214421
Licence: CC BY 4.0
Description: Model results from preindustrial and anthropogenic scenarios (i.e. prescribed atmospheric CO2 (SRES A2 scenario) and atmospheric nutrient pollutant deposition (Lamarque et al., 2013; Myriokefalitakis et al., 2018) on the UVic-MOBI Earth System Climate model (Somes et al., 2021)
Associated article: N/A
Dataset origin: COMFORT

________________________________________________________

Title: SeaFlux v2023: harmonised sea-air CO2 fluxes from surface pCO2 data products using a standardised approach
Authors: Luke Gregor
https://doi.org/10.5281/zenodo.8099928
Licence: CC BY 4.0
Description: Fluxes calculated using the standardized approach
Associated article: N/A
Dataset origin: COMFORT

________________________________________________________

Title: GIFT database (2005-2015): Hydrographic and carbon system parameters in the Strait of Gibraltar
Authors: Huertas, I. Emma; Flecha, Susana; Makaoui, Ahmed; Pérez, Fiz F.
https://doi.org/10.20350/digitalCSIC/10549
Licence: CC BY-SA 4.0
Description: This data set includes recently published data used to assess the temporal evolution of pH in Atlantic and Mediterranean water masses exchanging at the Strait of Gibraltar (Long:-5.345, Lat: 36.137, Datum:WSG84) during the decade 2005-2015 and to calculate the magnitude of natural and anthropogenic components on total pH changes (Flecha et al., 2019).
Associated article: https://doi.org/10.1038/s41598-019-52084-x
Dataset origin: Used for COMFORT publication/COMFORT affiliated

________________________________________________________

Title: Input data for: Global vulnerability of marine mammals to global warming.
Authors: Camille Albouy
https://doi.org/10.6084/m9.figshare.11323304.v1
Licence: CC BY 4.0
Description: The data set encompass the taxonomic, functional and phylogenetic data used in the study published in scientific report: Global vulnerability of marine mammals to global warming.
Associated article: https://doi.org/10.1038/s41598-019-57280-3
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Code and data for "Contrasting upper and deep ocean oxygen response to protracted global warming," by Frölicher et al., Global Biogeochemical Cycles, 34, e2020GB006601: https://doi.org/10.1029/2020GB006601
Authors: Thomas Frölicher
https://doi.org/10.5281/zenodo.3982620
Licence: CC BY 4.0
Description: This file contains the data and python/NCL scripts that have been used for the analysis in this paper.
Associated article: https://doi.org/10.1029/2020GB006601
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Underway measurements of seawater pH and total alkalinity from the Ryder 2019 expedition
Authors: Adam Ulfsbo
https://doi.org/10.17043/oden-ryder-2019-surface-seawater-ph-alkalinity-1
Licence: ODC-By
Description: In situ observations of the marine carbonate system during the Ryder 2019 expedition with IB Oden to Northwest Greenland, Arctic Ocean.
Associated article: https://doi.org/10.1038/s43247-021-00140-8
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Seawater carbonate chemistry from CTD bottle samples during the Ryder 2019 expedition
Authors: Adam Ulfsbo, Christian Stranne, Johan Nilsson
https://doi.org/10.17043/oden-ryder-2019-ctd-bottle-ph-alkalinity-1
Licence: ODC-By
Description: In situ observations of the marine carbonate system during the Ryder 2019 expedition with IB Oden to Northwest Greenland, Arctic Ocean.
Associated article: https://doi.org/10.1038/s43247-021-00140-8
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Supplementary Data to "Constraining Global Marine Iron Sources and Ligand-Mediated Scavenging Fluxes With GEOTRACES Dissolved Iron Measurements in an Ocean Biogeochemical Model"
Authors: Somes, Christopher J., Dale, Andrew W., Wallmann, Klaus, Scholz, Florian, Yao, Wanxuan, Oschlies, Andreas, Muglia, Juan, Schmittner, Andreas, and Achterberg, Eric P.
https://doi.org/20.500.12085/c015d84b-1c95-48de-b63c-842d55ba078f
Licence: N/A
Description: Model_Simulations and UVic2.9_Model_Codeused in Somes et al, 2021, Global Biogeochemical Cycles.
Associated article: https://doi.org/10.1029/2021GB006948
Dataset origin: COMFORT

________________________________________________________

Title: GUD IGSM primary production
Authors: Stephanie Dutkiewicz
https://doi.org/10.7910/DVN/91LPNJ
Licence: CC0 1.0
Description: Each files contains the annual mean depth integrated primary production (mmol C/m2/s) for years 1991 to 2110
Associated article: https://doi.org/10.1126/sciadv.abf8593
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: GUD IGSM annual surface nutrients
Authors: Stephanie Dutkiewicz
https://doi.org/10.7910/DVN/5CEWCL
Licence: CC0 1.0
Description: Each files contains the annual mean surface (0-10m) nutrient concentration (mmol/m3) for each year from 1991-2110. Included are dissolved inorganic nitrogen (DIN), phosphate (PO4), dissolved iron (FeT), and silicic acid (SIL)
Associated article: https://doi.org/10.1126/sciadv.abf8593
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: Data and code for publication "Compound marine heatwaves and ocean acidity extremes"
Authors: Friedrich Burger
https://doi.org/10.5281/zenodo.6655451
Licence: CC BY 4.0
Description: This repository provides the code and data for the study "Compound marine heatwaves and ocean acidity extremes". For the observation-based gridded data and the time series data, all raw data are given. This is not the case for the GFDL ESM2M ensemble data, because file size becomes too large in this case. Hence, only processed data are provided in this case. To access the raw ESM2M ensemble simulation data, please contact me (friedrich.burger@unibe.ch). The raw CMI6 data are available on the official CMIP6 repository.
Associated article: https://doi.org/10.1038/s41467-022-32120-7
Dataset origin: COMFORT, used for COMFORT publication

________________________________________________________

Title: bbcael/cobaltchangepoints: v1.0.0
Authors: BB Cael
https://doi.org/10.5281/zenodo.6516343
Licence: Other (Open)
Description: Identification of TPs in marine plankton ecosystems and attributed these to internal ecosystem dynamics
Associated article: https://doi.org/10.1029/2021JG006571
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: Datasets and scripts for reproducing the figures in ""Local drivers of marine heatwaves: A global analysis with an Earth system model"
Authors: Vogt, Linus
https://doi.org/10.5281/zenodo.6384637
Licence: CC BY 4.0
Description: Combining satellite data with comprehensive Earth system model output to investigate how anthropogenic climate change has affected major marine heatwaves in recent decades
Associated article: https://doi.org/10.3389/fclim.2022.847995
Dataset origin: COMFORT

________________________________________________________

Title: GUD IGSM numerical code and inputs
Authors: Stephanie Dutkiewicz, Oliver Jahn
https://doi.org/10.7910/DVN/UA8VNU
Licence: CC0 1.0
Description: MITgcm_gud_igsm.tar - a tarball of the MITgcm, including the ecosystem, biogeochemical, and optical codes (pkg/gud, pkg/radtrans) and the specific modifications for the 51 plankton setup and the a climate change simulation (see monod5_igsm). runtime_file.tar - a tarball with the necessary run time parameter files. The two *.nml files include all the ecosystem/biogeochemical parameters used in this simulation The three *.txt files include the spectral absorption and scattering used in the simulations
Associated article: https://doi.org/10.1038/s41467-021-25699-w; https://doi.org/10.1126/sciadv.abf8593
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson time series IcelandSea (LN6) cruises in the North Atlantic Ocean from 2014-02-18 to 2022-08-16 (NCEI Accession 0209074)
Authors: Ólafsdóttir, Sólveig Rósa; Benoit-Cattin, Alice; Danielsen, Magnus
https://doi.org/10.25921/qhed-3h84
Licence: Citation
Description: This dataset includes Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson time series IcelandSea (LN6) cruises in the North Atlantic Ocean from 2014-02-18 to 2022-08-16.
Associated article: N/A
Dataset origin: COMFORT affiliated

________________________________________________________

Title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson Irminger Sea (FX9) time series cruises in the North Atlantic Ocean in from 2014-02-11 to 2022-08-09 (NCEI Accession 0209072)
Authors: Ólafsdóttir, Sólveig Rósa; Benoit-Cattin, Alice; Danielsen, Magnus
https://doi.org/10.25921/vjmy-8h90
Licence: Citation
Description: This dataset includes Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson Irminger Sea (FX9) time series cruises in the North Atlantic Ocean in from 2014-02-11 to 2022-08-09.
Associated article: N/A
Dataset origin: Comfort affiliated

________________________________________________________

Title: Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson time series Stokksnes (ST5) cruises in the North Atlantic Ocean from 2012-05-23 to 2022-08-22 (NCEI Accession 0209073)
Authors: Ólafsdóttir, Sólveig Rósa; Benoit-Cattin, Alice; Danielsen, Magnus
https://doi.org/10.25921/6d6q-1d49
Licence: Citation
Description: This dataset includes Dissolved inorganic carbon (DIC), total alkalinity, temperature, salinity, nutrients and dissolved oxygen collected from discrete samples and profile observations during the R/Vs Arni Fridriksson and Bjarni Saemundsson time series Stokksnes (ST5) cruises in the North Atlantic Ocean from 2012-05-23 to 2022-08-22.
Associated article: N/A
Dataset origin: Comfort affiliated

________________________________________________________

Title: Surface water underway pCO2 autumn data in the Eastern Weddel Gyre, coast of Dronning Maud Land, Kong Håkon VII Hav, Antarctica, and the Southern Ocean Atlantic sector, to Cape Town, in Feb-April 2019
Authors: Agneta Fransson, Ylva Ericson, Melissa Chierici, Margaret Ogundare
https://doi.org/10.21334/npolar.2020.cc4bfb5f
Licence: CC BY 4.0
Description: CO2 data from the Southern Ocean, Dronning Maud Land cruise with the Norwegian RV Kronprins Haakon, in autumn 2019
Associated article: N/A
Dataset origin: COMFORT affiliated

________________________________________________________

Title: Surface water fCO2 in the Barents Sea and Nansen Basin
Authors: Fransson, A., Ericson, Y., & Chierici, M.
https://doi.org/10.21334/npolar.2023.8e0afb8b
Licence: CC BY 4.0
Description: In-situ surface pCO2 observations in the Barents Sea with RV Kronprins Haakon, data published in NPDC-Fransson et al 2023 and scientificly presented in Ericson et al 2023
Associated article: https://doi.org/10.1016/j.pocean.2023.103079
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Interannual variability of the marine CO2 system and nutrients in the Barents Sea from 2011 to 2017
Authors: Melissa Chierici, Elizabeth Jones, Helene Hodal Lødemel
https://doi.org/10.21335/NMDC-1738969988
Licence: CC BY 4.0
Description: Marine CO2 system data (total alkalinity, and total dissolved inorganic carbon were collected from full water column on the IMR repeat section Fugløya-Bjørnøya in the Barents Sea, sometimes referred as the Barents Sea Opening (BSO).
Associated article: https://doi.org/10.1016/j.pocean.2023.103079
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: Spatial variability of the marine CO2 system and inorganic nutrients in the water column along the Vardø-North section in the Barents Sea to the Nansen Basin, Arctic Ocean in September 2012
Authors: Melissa Chierici, Marit Reigstad. Helene Hodal Lødemel, Svein Kristiansen
https://doi.org/10.21335/NMDC-1341949456
Licence: CC BY 4.0
Description: And newly published from Barents Sea 2012 70 to 82 N,
Associated article: https://doi.org/10.1016/j.pocean.2023.103079
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: Seasonal variability of the marine CO2 system and nutrients in the Atlantic water inflow to the Arctic Ocean in 2014
Authors: Melissa Chierici, Agneta Fransson
https://doi.org/10.21335/NMDC-154415697
Licence: CC BY 4.0
Description: seasonal from Svalbard shelf and Nansen Basin 2014
Associated article: https://doi.org/10.1016/j.pocean.2023.103079
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: Interannual variability of the marine CO2 system and nutrients in the Norwegian Sea from 2011 to 2017
Authors: Melissa Chierici, Elizabeth Jones, Helene Hodal Lødemel
https://doi.org/10.21335/NMDC-1939716216
Licence: CC BY 4.0
Description: Marine CO2 system data (total alkalinity, and total dissolved inorganic carbon were collected from full water column on the IMR repeat sections in the Norwegian Sea; Svinøy and Gimsøy.
Associated article: N/A
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: Marine CO2 system and inorganic nutrients in the water column along the Svinøy- section in the Norwegian Sea in January and April 2020
Authors: Melissa Chierici, Elizabeth Jones, Helene Hodal Lødemel,Claire Mourgues
https://doi.org/10.21335/NMDC-866711466
Licence: CC BY 4.0
Description: Marine CO2 system and inorganic nutrients in the water column along the Svinøy- section in the Norwegian Sea in January and April 2020
Associated article: N/A
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: Marine CO2 system and inorganic nutrients in the water column along the Gimsøy- section in the Norwegian Sea in 2020
Authors: Melissa Chierici, Elizabeth Jones, Helene Hodal Lødemel,Claire Mourgues
https://doi.org/10.21335/NMDC-1220066972
Licence: CC BY 4.0
Description: Marine CO2 system and inorganic nutrients in the water column along the Gimsøy- section in the Norwegian Sea in 2020
Associated article: N/A
Dataset origin: Re-use of existing data, COMFORT compiled and published

________________________________________________________

Title: North Atlantic patterns of primary production and phenology in two Earth System Models - Data
Authors: Jenny Hieronymus; Magnus Hieronymus; Matthias Gröger; Jörg Schwinger; Raffaele Bernadello; Etienne Tourigny; Valentina Sicardi; Itzel Ruvalcaba Baroni; Klaus Wyser
https://doi.org/10.5281/zenodo.7716480
Licence: CC BY 4.0
Description: Datasets used for the analysis made in the manuscript: North Atlantic patterns of primary production and phenology in two Earth System Models submitted to Biogeosciences.
Associated article: https://doi.org/10.5194/bg-2023-54
Dataset origin: COMFORT

________________________________________________________

Title: Carbon system parameters in the water column of the Strait of Gibraltar over 2005-2021: database generated at the GIFT (Gibraltar Fixed Time Series)
Authors: Huertas, I. Emma;Amaya-Vías, Silvia;Flecha, Susana;Makaoui, Ahmed;Pérez, Fiz F.
https://doi.org/10.20350/digitalcsic/14556
Licence: CC BY-SA 4.0
Description: The database provides discrete measurements of carbon system parameters
in water samples collected at 3 stations that form the marine time series GIFT during 33 oceanographic campaigns conducted over 2005–2021.
Associated article: N/A
Dataset origin: COMFORT affiliated

________________________________________________________

Title: Carbon system parameters and thermohaline records from autonomous moored sensors deployed in marine time series GIFT (Strait of Gibraltar) over 2012-2017
Authors: I. Emma Huertas, Susana Flecha and Jesus García-Lafuente
https://doi.org/10.20350/digitalCSIC/14725
Licence: CC BY-SA 4.0
Description: The database provides measurements of the carbon system parameters pH and pCO2 obtained with SAMI sensors (Sunburst Sensors, LLC) attached to a mooring line deployed in the Strait of Gibraltar between the years 2012 and 2017. Temperature and salinity data were obtained with a Conductivity-Temperature probe (CT Seabird SBE37-SMP) also installed in the line. Sampling interval was initially set to 60 min, but a battery run off happened in summer 2013 (which caused a six-month data gap) advised changing the interval to 120min to extend the battery life.
Associated article: https://doi.org/10.3389/fmars.2021.613444
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Global Carbon Budget 2022, surface ocean fugactiy of CO2 (fCO2) and air-sea CO2 flux of individual Global ocean biogechemical models and surface ocean fCO2-based data-products
Authors: Hauck, Judith; Ilyina, Tatiana; Jersild, Annika; Lindsay, Keith; Resplandy, Laure; Rödenbeck, Christian; Schwinger, Jörg; Seferian, Roland; Shutler, Jamie; Tsujino, Hiroyuki; Wright, Rebecca; Mayot, Nicolas; Zeng, Jiye; Gregor, Luke; Bopp, Laurent; Gehlen, Marion; Gloege, Lukas; Gruber, Nicolas; Gürses, Özgür; Iida, Yosuke
https://doi.org/10.5281/zenodo.7273309
Licence: CC BY 4.0
Description: Surface ocean fugacity of CO2 (fCO2) and air-sea CO2 flux data from individual Global ocean Biogeochemistry Models (GOBMs) and surface ocean fCO2-based data-products (data-products).
Associated article: https://doi.org/10.5194/essd-14-4811-2022
Dataset origin: COMFORT affiliated

________________________________________________________

Title: FESOM-REcoM model data: Lagrangian particle trajectories
Authors: Cara Nissen
https://doi.org/10.5281/zenodo.8051366
Licence: CC BY 4.0
Description: This data set includes the results of Lagrangian particle tracking experiments with FESOM1.4-REcoM2.
Associated article: N/A
Dataset origin: COMFORT

________________________________________________________

Title: FESOM-REcoM model data: A regime shift on Weddell Sea continental shelves with local and remote physical-biogeochemical implications is avoidable in a 2°C scenario
Authors: Nissen, Timmermann, Hoppema, & Hauck
https://doi.org/10.5281/zenodo.8029927
Licence: CC BY 4.0
Description: This data set includes the minimal data necessary to reproduce the findings of Nissen et al. (2023). Output of model simulations with the global ocean biogeochemical model FESOM1.4-REcoM2 is provided. In particular, besides information on the model grid, the data set includes annual mean water mass properties (temperature, salinity, density, oxygen, pH) and freshwater fluxes from sea ice and ice shelves and decadal averages of air-sea CO2 fluxes and deep-ocean carbon accumulation rates. Model results are provided from 1980-2100 for the four emission scenarios SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5 (sorted from low emission to high emission).
Associated article: https://doi.org/10.1175/JCLI-D-22-0926.1
Dataset origin: COMFORT

________________________________________________________

Title: Surface underway pH and thermosalinograph measurements in the Macaronesia region during POS533.
Authors: González-Dávila, Melchor; Santana-Casiano, Juana Magdalena; Curbelo-Hernández, David
https://doi.org/10.1594/PANGAEA.956520
Licence: CC BY 4.0
Description: Surface underway physicochemical measurements were performed in open-ocean and archipelagic coastal waters of the Macaronesia region during the POS533 cruise (from February 28 to March 19, 2019) on board the RV Poseidon.
Associated article: https://doi.org/10.3389/fmars.2023.1094250
Dataset origin: COMFORT

________________________________________________________

Title: Surface-to-bottom total alkalinity, inorganic carbon and CTD data in coastal areas leeward of the Macaronesia archipelagos during POS533
Authors: González-Dávila, Melchor; Santana-Casiano, Juana Magdalena; Curbelo-Hernández, David
https://doi.org/10.1594/PANGAEA.956272
Licence: CC BY 4.0
Description: Surface-to-bottom seawater sampling for total alkalinity (AT), total inorganic carbon (TIC) and dissolved oxygen determination were performed in archipelagic coastal waters of the Macaronesia region during the POS533 cruise (from February 28 to March 19, 2019) on board the RV Poseidon.
Associated article: https://doi.org/10.3389/fmars.2023.1094250
Dataset origin: COMFORT

________________________________________________________

Title: Data used for creating the figures in "Compound high temperature and low chlorophyll extremes in the ocean over the satellite period"
Authors: Le Grix, Natacha
https://doi.org/10.5281/zenodo.4542015
Licence: CC BY 4.0
Description: The data used to create the figures in the paper: Natacha Le Grix, Jakob Zscheischler, Charlotte Laufkötter, Cecile S. Rousseaux, and Thomas L. Frölicher., "Compound high temperature and low chlorophyll extremes in the ocean over the satellite period", Biogeosciences, 2020.
Associated article: https://doi.org/10.5194/bg-18-2119-2021
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Dataset: Riverine nitrogen supply to the global ocean and its limited impact on global marine primary production: a feedback study using an Earth System Model
Authors: Tivig, Miriam, Keller, David P., and Oschlies, Andreas
https://doi.org/20.500.12085/59977a36-e8e7-4348-a4e8-2b13f3913590
Licence: CC BY 4.0
Description: UVic simulation with riverine nutrient export from NEWS2 dataset used in 'Riverine nitrogen supply to the global ocean and its limited impact on global marine primary production: a feedback study using an Earth System Model' by Tivig et al.
Associated article: https://doi.org/10.5194/bg-18-5327-2021
Dataset origin: COMFORT

________________________________________________________

Title: Model data and post-processing files related to Burt, Froeb and Ilyina (2021) Frontiers in Climate
Authors: Burt, Daniel Jonathan; Fröb, Friederike; Ilyina, Tatiana
https://doi.org/21.14106/b595a85938fee4c7f05c2384c2f63270eb77d778
Licence: CC BY 4.0
Description: 1) Compressed archive directories for the control and each of the nine alkalinity enhancement simulations performed. 2) post-processed data and scripts required to reproduce the figures presented in the article and the regional mask, run scripts and restart files required to reproduce any of the data in the simulations described.
Associated article: https://doi.org/10.3389/fclim.2021.624075
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Trivial improvements of predictive skill due to direct reconstruction of global carbon cycle
Authors: Spring, Aaron; Dunkl, István; Li, Hongmei; Brovkin, Victor; Ilyina, Tatiana
https://doi.org/21.11116/0000-0007-A697-3
Licence: GNU GENERAL PUBLIC LICENSE
Description: Direct download to supplementary data for Spring, A., Dunkl, I., Li, H., Brovkin, V., and Ilyina, T.: Trivial improvements in predictive skill due to direct reconstruction of the global carbon cycle, Earth Syst. Dynam., 12, 1139–1167
Associated article: https://doi.org/10.5194/esd-12-1139-2021
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Replication Data for: Timing and magnitude of climate driven range shifts in transboundary fish stocks challenge their management
Authors: Palacios Abrantes, Juliano; Frölicher, Thomas L.; Reygondeau, Gabriel; Sumaila, U. Rashid; Tagliabue, Alessandro; Wabnitz , Colette C.C.; Cheung, William W.L.
https://doi.org/10.5683/SP3/TMPEHR
Licence: CC0 1.0
Description: The impact of climate change on the distribution of shared fish stocks between countries' Exclusive Economic Zones (EEZs) and the high seas, with a focus on the timescale of these shifts
Associated article: https://doi.org/10.1111/gcb.16058
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Data supporting publication "Tracking the space-time evolution of ocean acidification extremes in the California Current System and Northeast Pacific"
Authors: Flora Desmet
https://doi.org/10.3929/ethz-b-000511215
Licence: CC BY-NC-ND 4.0
Description: Processed data from ROMS-BEC supporting the publication Desmet, F., Gruber, N., Köhn, E. E., Münnich, M., & Vogt, M. (2022). Tracking the space-time evolution of ocean acidification extremes in the California current system and northeast Pacific. Journal of Geophysical Research: Oceans, 127, e2021JC018159.
Associated article: https://doi.org/10.1029/2021JC018159
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: bbcael/GRL_2021GL092895R: v1
Authors: BB Cael
https://doi.org/10.5281/zenodo.4675075
Licence: Other (Open)
Description: data and code for Cael et al 2021 "Open ocean particle flux variability from surface to seafloor"
Associated article: https://doi.org/10.1029/2021GL092895
Dataset origin: Used for COMFORT publication

________________________________________________________

Title: Forecasts, neural networks, and results from the paper: 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'GB/NERC/BAS/PDC/01526
Authors: Andersson, T., & Hosking, J.
https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c
Licence: Open Government Licence v.3
Description: This dataset encompasses data produced in the study 'Seasonal Arctic sea ice forecasting with probabilistic deep learning', published in Nature Communications. The study introduces a new Arctic sea ice forecasting AI system, IceNet, which predicts monthly-averaged sea ice probability (SIP; probability of sea ice concentration > 15%) up to 6 months ahead at 25 km resolution. The study demonstrated IceNet's superior seasonal forecasting skill over a state-of-the-art physics-based sea ice forecasting system, ECMWF SEAS5, and a statistical benchmark. This dataset includes three types of data from the study. Firstly, IceNet's SIP forecasts from 2012/1 - 2020/9. Secondly, the 25 neural network files underlying the IceNet model. Thirdly, CSV files of results from the study. The codebase associated with this work includes a script to download this dataset and reproduce all the paper's figures.
Associated article: https://doi.org/10.1038/s41467-021-25257-4
Dataset origin: Used for COMFORT publication, COMFORT affiliated

________________________________________________________

Title: Strong Habitat Compression by Extreme Shoaling Events of Hypoxic Waters in the Eastern Pacific
Authors: Eike Köhn
https://doi.org/10.3929/ethz-b-000521839
Licence: CC BY-NC-ND 4.0
Description: Data to reproduce results found inKöhn, E. E., Münnich, M., Vogt, M., Desmet, F., & Gruber, N. (2022). Strong habitat compression by extreme shoaling events of hypoxic waters in the Eastern Pacific. Journal of Geophysical Research: Oceans, 127, e2022JC018429.
Associated article: https://doi.org/10.1029/2022JC018429
Dataset origin: COMFORT

________________________________________________________

Title: Data supplement to the Global Carbon Budget 2021
Authors: Global Carbon Project
https://doi.org/10.18160/gcp-2021
Licence: The use of data is conditional on citing the original data sources. Full details on how to cite the data are given at the top of each page in the accompanying database. The Global Carbon Project facilitates access to data to encourage its use and promote a good understanding of the carbon cycle. Respecting original data sources is key to help secure the support of data providers to enhance, maintain and update valuable data.
Description: Supplement containing data related to the 2021 Global Carbon Budget from the Global Carbon Project. The original article is Friedlingstein et al: Global Carbon Budget 2021, Earth Syst. Sci. Data Discussions, 2021. File Global_Carbon_Budget_2021v1.0.xlsx includes the following: 1. Summary 2. Global Carbon Budget 3. Fossil fuel emissions by Fuel Type 4. Land-use change emissions 5. Ocean Sink 6. Terrestrial sink 7. Historical Budget. File National_Carbon_Emissions_2020v1.0.xlsx includes the following: 1. Summary 2. Territorial emissions 3. Consumption emissions 4. Emissions transfers 5. Country definitions 6. Disaggregation 7. Aggregation
Associated article: https://doi.org/10.5194/essd-14-1917-2022
Dataset origin: COMFORT affiliated

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Title: Cascading effects augment the direct impact of CO2 on phytoplankton growth in a biogeochemical model, links to model results
Authors: Seifert, Miriam; Hauck, Judith
https://doi.org/10.5281/zenodo.6674793
Licence: CC BY 4.0
Description: This dataset provides the output of eight model simulations with the global ocean biogeochemical model FESOM-REcoM necessary to reproduce the findings of Seifert et al. (2022). In addition to information on the mesh, the dataset contains 1) 5-year means of global phytoplankton biomass, chlorophyll, net primary production, growth rates, limitations, calcification, grazing rates, calcite concentrations, zooplankton biomass, export fluxes as well as CO2(aq), HCO3- and nutrient concentrations, and 2) a time series of global and North Atlantic coccolithophore biomass, temperature, and CO2(aq) concentrations from 1958 to 2018.
Associated article: https://doi.org/10.1525/elementa.2021.00104
Dataset origin: COMFORT

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Title: OSSE dataset for assessing the sensitivity of pCO2 reconstructions to sampling scales across a Southern Ocean sub-domain
Authors: Djeutchouang, Laique Merlin; Chang, Nicolette; Gregor, Luke; Vichi, Marcello; Monteiro, Pedro M. S.
https://doi.org/10.5281/zenodo.5788736
Licence: CC BY 4.0
Description: The data stored in this repository are part of the manuscript entitled "The sensitivity of pCO2 reconstructions to sampling scales across a Southern Ocean sub-domain: a semi-idealized ocean sampling simulation approach". The netcdf file includes oceanographic (physical + biogeochemical) data, namely the partial pressure of carbon dioxide (pCO2) data at the surface ocean from the high-resolution (±10km) forced NEMO-PISCES coupled ocean model (BIOPERIANT12) and from the semi-idealized observing system simulation experiments (OSSEs) we performed.
Associated article: https://doi.org/10.5194/bg-19-4171-2022
Dataset origin: COMFORT affiliated

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Title: SURCOM pH and temperature data collection registered at Cortegada Platform (Ria de Arousa - Spain) from 2020 to 2021
Authors: Velo, A.; Padín, X.A.; Álvarez, P; Rey-Muras, J; Almécija, C; Torres, S; Pérez, F.F.
https://doi.org/10.5281/zenodo.6905396
Licence: CC BY 4.0
Description: This dataset comprises the data recorded by the SURCOM production prototype deployed from 2020 to 2021 at Cortegada Platform (42º 37' 40" N, 8º 46' 57" W), located in the National Park of Atlantic Islands at Ria de Arousa, in the NW of Spain. The measurements were taken continuously with pH and temperature collected at a frecuency of 10.3 minutes-1.
Associated article: https://doi.org/10.3389/fmars.2022.941359
Dataset origin: COMFORT affiliated

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Title: Interaction matters: Bottom-up driver interdependencies alter the projected response of phytoplankton communities to climate change, links to model results
Authors: Miriam Seifert; Judith Hauck
https://doi.org/10.5281/zenodo.7778424
Licence: CC BY 4.0
Description: This dataset provides the output of ten model simulations with the global ocean biogeochemical model FESOM-REcoM necessary to reproduce the findings of Seifert et al. (2023). In addition to information on the mesh, the dataset contains 5-year means of global phytoplankton biomass, chlorophyll, net primary production, growth rates, limitations, carbonate system parameters (dissolved inorganic carbon, CO2 partial pressure, total alkalinity), temperature, photosynthetically active radiation, and mixed layer depths.
Associated article: https://doi.org/10.1111/gcb.16799
Dataset origin: COMFORT

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Title: UVic-MOBI Last Glacial Maximum Marine Biogeochemistry Simulations
Authors: Christopher Somes
https://doi.org/10.5281/zenodo.8214729
Licence: CC BY 4.0
Description: UVic-MOBI Earth System Model results used in the poster presentation at the International Conference on Paleoceanography, 2022: Somes et al., "Compensating effects of reduced sedimentary iron release and enhanced atmospheric deposition on the biological carbon pump and atmospheric CO2 drawdown during the Last Glacial Maximum. The core model version is based on Somes et al., (2017); Somes et al., (2021). Last Glacial Maximum scenarios include sensitivity simulations that test low and high estimates for atmospheric dust deposition (i.e. "AtmHigh", "AtmLow") and excluding the effect from reductive sedimentary iron release ("SedZero").
Associated article: N/A
Dataset origin: COMFORT

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Title: Discrete profile measurements of carbon dioxide, hydrographic and chemical data during the R/V Oden SAS-Oden 2021 (SO21) cruise (EXPOCODE 77DN20210725) in the Arctic Ocean from 2021-07-25 to 2021-09-20 (NCEI Accession 0278647)
Authors: Ulfsbo, Adam; Sundbom, Marcus; Tanhua, Toste; Gerke, Lennart; Wefing, Anne-Marie; Casacuberta, Núria
https://doi.org/10.25921/eaf4-9658
Licence: Citation
Description: In situ observations of the marine carbonate system during the SAS-Oden 2021 expedition to the central Arctic Ocean.
Associated article: N/A
Dataset origin: COMFORT affiliated

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Title: Surface Ocean CO2 Atlas Database Version 2022 (SOCATv2022) (NCEI Accession 0253659)
Authors: Bakker et al.
https://doi.org/10.25921/1h9f-nb73
Licence: Citation
Description: This dataset consists of the Surface Ocean CO2 Atlas Version 2022 (SOCATv2022) data product files.
Associated article: N/A
Dataset origin: COMFORT affiliated ( COMFORT has contributed to UW-pCO2 data from 2019 and 2020 to SOCAT)

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Title: Biogeochemical model projections years 1982-2007 in North East Atlantic
Authors: Jose Antonio, Momme Butenschön, Thomas L. Frölicher, & Andrew Yool
https://doi.org/10.5281/zenodo.3693596
Licence: CC BY 4.0
Description: Marine enviromental data from Biogeochemical models in paper "Can we project changes in fish abundance and distribution in response to climate?" at Global Change Biology journal
Associated article: https://doi.org/10.1111/gcb.15081
Dataset origin: Used for COMFORT publication

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Title: Supplement of Circulation timescales of Atlantic Water in the Arctic Ocean determined from anthropogenic radionuclides
Authors: Wefing, A.-M., Casacuberta, N., Christl, M., Gruber, N., & Smith, J. N.
https://doi.org/10.5194/os-17-111-2021-supplement
Licence: N/A
Description: Table S1: Metadata and radionuclide concentrations for all samples used in this study. Table S2: I-129 and U-239 input functions, incl. 1-sigma uncertainties, for the surface and Atlantic layer from 1901 to 2019
Associated article: https://doi.org/10.5194/os-17-111-2021
Dataset origin: Re-use of existing data

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Title: Data used in the definition of Harmful Algal Bloom hotspot for Northern Indian Ocean
Authors: Nandini Menon N; Ranith Rajamohanan Pillai; Midhun Shah; Lasse H Petterson
https://doi.org/10.5281/zenodo.7969500
Licence: CC BY 4.0
Description: The zipped rar file contain raw data used in the harmful algal bloom hotspot analysis for the Northern Indian Ocean. Annual_MK_full folder gives the data on the annual Mann kendal analysis of the chlorophyll data from satellite data. Boreal_season_full folder gives data on seasonally calculated chlorophyll concentration from the Northern Indian ocean. Monthly_MK folder gives the monthly averaged chlorophyll data. The chlorophyll data is further grouped into two; (1) Chlorophyll
concentration greater than 4 mg/m^3 and (2) Chlorophyll concentration greater than 10 mg/m^3.
Associated article: N/A
Dataset origin: COMFORT

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Title: Marine heatwave datasheet for Northern Indian Ocean
Authors: Ranith Rajamohanan Pillai, & Nandini Menon N.
https://doi.org/10.5281/zenodo.7956306
Licence: CC BY 4.0
Description: The datasheet gives a detailed information on the marine heatwave intensity from 1981 to 2020 at the three coral reef regions (Andaman and Nicobar, Gulf of Mannar and Lakshadweep archipelago) in the Northern Indian Ocean. This dataset was used to study various regional ecosystem changes from the variability in MHW over the period of time.
Associated article: N/A
Dataset origin: COMFORT affiliated

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Title: NEMO-FABM-ERSEM-MIZER climate change simulation data
Authors: Powley, Helen R., Artioli, Yuri, Galli, Giovanni, & Bruggeman, Jorn.
https://doi.org/10.5281/zenodo.8220652
Licence: CC BY 4.0
Description: NEMO-ERSEM two way coupled with MIZER AMM7 climate projections driven by IPSL-CM5A-MR (physics-fish)
Associated article: N/A
Dataset origin: COMFORT

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Title: Bern3D model output related to: Hysteresis of the Earth system under positive and negative CO2 emissions
Authors: Jeltsch-Thömmes, Aurich, Stocker, Thomas, & Joos, Fortunat.
https://doi.org/10.5281/zenodo.8224333
Licence: CC BY 4.0
Description: The data below is output from the Bern3D intermediate complexity model and idealized CO2 increase-decrease simulations used in Jeltsch-Thömmes et al., Environ. Res. Lett. 15 (2020) 124026, https://doi.org/10.1088/1748-9326/abc4af. Contains 1) timeseries data, 2) hysteresis data, 3) spatial data
Associated article: https://doi.org/10.1088/1748-9326/abc4af
Dataset origin: COMFORT

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Title: Selected near-bottom and other variables from NW European shelf physics-biogeochemistry downscaled ocean climate projections, 3-member ensemble.
Authors: Giovanni Galli, Sarah Wakelin, Jason Holt, James Harle, & Yuri Artioli.
https://doi.org/10.5281/zenodo.8283355
Licence: CC BY 4.0
Description: Selected fields of physical and biogeochemical ocean variables from a 3-member ensemble of coupled physics-biogeochemistry downscaled climate runs on the North Western European Continental Shelf. All ensemble members use the NEMO-ERSEM model suite and cover the 1990-2099 period. Easch member is foced with a different set of atmospheric and oceanic boundary conditions from one of three CMIP5 ESMs that are: HADGEM2-ES, IPSL-CM5A-MR and GFDL-ESM2G. This dataset contains monthly average values saved as 2D fields either near-bottom, at the surface or depth integrated. The variables here saved are near-bottom oxygen, oxygen solubility, oxygen saturation state, temperature and bacterial respiration, surface salinity, depth integrated net primary production, and potential energy anomaly. Additionally the Western Norwegian Trench Current flux is provided (its values come smoothed with a gaussian filter). reference publication: https://doi.org/10.5194/egusphere-2023-1049. The complete set of variables is available from the authors upon request.
Associated article: https://doi.org/10.5194/egusphere-2023-1049
Dataset origin: COMFORT

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Title: Bern3D model output data from idealized co2 increase-decrease simulations to investigate reversibility in the Earth system
Authors: Aurich Jeltsch-Thömmes, Fortunat Joos
https://doi.org/10.5281/zenodo.8224373
Licence: CC BY 4.0
Description: The data described below is output from the Bern3D intermediate complexity model and idealized CO2 increase-decrease simulations to investigate reversibilty and hysteresis for different maximum co2 forcings.
Associated article: N/A
Dataset origin: COMFORT

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Title: Biogeographies of genomic provinces from "Restructuring of plankton genomic biogeography in the surface ocean under climate change"
Authors: Paul Frémont, Marion Gehlen, Olivier Jaillon, tom delmont, Patrick Wincker, Daniele Iudicone, Jade Leconte, Mathieu Vrac
https://doi.org/10.6084/m9.figshare.19071620.v4
Licence: CC BY 4.0
Description: This dataset contains all coordinates and presence probabilities of biogeographies described in the article "Restructuring of genomic provinces of surface ocean plankton under climate change"
Associated article: https://doi.org/10.1038/s41558-022-01314-8
Dataset origin: Used for COMFORT publication

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Title: CMIP6.CMIP.NCC.NorESM2-MM-*
Authors: Bentsen, Mats; Oliviè, Dirk Jan Leo; Seland, Øyvind; Toniazzo, Thomas; Gjermundsen, Ada; Graff, Lise Seland; Debernard, Jens Boldingh; Gupta, Alok Kumar; He, Yanchun; Kirkevåg, Alf; Schwinger, Jörg; Tjiputra, Jerry; Aas, Kjetil Schanke; Bethke, Ingo; Fan, Yuanchao; Griesfeller, Jan; Grini, Alf; Guo, Chuncheng; Ilicak, Mehmet; Karset, Inger Helene Hafsahl; Landgren, Oskar Andreas; Liakka, Johan; Moseid, Kine Onsum; Nummelin, Aleksi; Spensberger, Clemens; Tang, Hui; Zhang, Zhongshi; Heinze, Christoph; Iversen, Trond; Schulz, Michael
https://doi.org/10.22033/ESGF/CMIP6.506
Licence: CC BY 4.0
Description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets. These data include all datasets published for 'CMIP6.CMIP.NCC.NorESM2-MM' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
Associated article: Deliverable 2.1
Dataset origin: Re-use of existing data

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Title: GLODAPv2.2020
Authors: Olsen et al.
https://doi.org/10.25921/2c8h-sa89
Licence: Citation
Description: High-quality measurements were used, collected on thirteen cruises along the same track during 1991–2018, to determine the long-term trends in aragonite saturation state in the Irminger and Iceland Basins of the North Atlantic Ocean
Associated article: https://doi.org/10.1016/j.gloplacha.2021.103480
Dataset origin: Re-use of existing publicly accessible data

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Title: Global Distribution of Cold-water Corals
Authors: Freiwald A, Rogers A, Hall-Spencer J, Guinotte JM, Davies AJ, Yesson C, Martin CS, Weatherdon LV
https://doi.org/10.34892/72x9-rt61
Licence: UNEP-WCMC General Data License.
Description: Niches of cold water coral species in the subpolar North-East Atlantic Ocean
Associated article: https://doi.org/10.1016/j.gloplacha.2021.103480
Dataset origin: Re-use of existing, publicly accessible data

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Title: Antarctic Ice Sheet evolution under RCP and geoengineering scenarios
Authors: Johannes Sutter
https://doi.org/10.5281/zenodo.7640508
Licence: CC BY 4.0
Description: Antarctic ice sheet in the year 2300 and 3000 under different greenhouse gas emissions and rcp scenarios.
Associated article: https://doi.org/10.1038/s41558-023-01738-w
Dataset origin: COMFORT

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Title: Data set of 1D model runs, CTRL and ICE runs, associated with "Underestimation of oceanic carbon uptake in the Arctic Ocean: Ice melt as predictor of the sea ice carbon pump
Authors: Richaud, Benjamin; Fennel, Katja; Oliver, Eric C.J.; DeGrandpre, Michael D.; Bourgeois, Timothée; Hu, Xianmin; Lu, Youyu
https://doi.org/10.5281/zenodo.7038942
Licence: CC BY 4.0
Description: Dataset of one-dimensional runs for investigation on the sea ice carbon pump. Associated with Sect. 3.1 and 4.1 of manuscript "Underestimation of oceanic carbon uptake in the Arctic Ocean: Ice melt as predictor of the sea ice carbon pump".
Associated article: https://doi.org/10.5194/tc-17-2665-2023
Dataset origin: Used for COMFORT publication

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Title: bbcael/climatefeedbacktrend: v1
Authors: BB Cael
https://doi.org/10.5281/zenodo.7755489
Licence: Other (Open)
Description: Code, historical time series, and model output associated with B. B. Cael et al., Energy budget diagnosis of changing climate feedback.Sci. Adv.9,eadf9302(2023)
Associated article: https://doi.org/10.1126/sciadv.adf9302
Dataset origin: Used for COMFORT publication

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Title: The representation of alkalinity and the carbonate pump from CMIP5 to CMIP6 Earth system models and implications for the ocean carbon cycle"
Authors: Alban Planchat
https://doi.org/10.5281/zenodo.7637538
Licence: CC BY 4.0
Description: Additional figures for ESM intercomparison (profiles, sections, and maps) of the main three-dimensional variables processed in the study "Planchat et al.: The representation of alkalinity and the carbonate pump from CMIP5 to CMIP6 Earth system models and implications for the carbon cycle, Biogeosciences, 20, 1195–1257" (Alk, sAlk, DIC, sDIC, NO, PO, CO, T, S), for both CMIP5 and CMIP6, and in comparison with GLODAPv2 observations.
Associated article: https://doi.org/10.5194/bg-20-1195-2023
Dataset origin: Re-use of existing data/COMFORT compiled

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Title: Cenozoic global reference benthic carbon and oxygen isotope dataset (CENOGRID)
Authors: Westerhold, Thomas
https://doi.org/10.1594/PANGAEA.917503
Licence: CC BY 4.0
Description: We document 66 million years of global climate by a new high-fidelity Cenozoic global reference benthic carbon and oxygen isotope dataset (CENOGRID). Using recurrence analysis, we find that on timescales of millions of years Earth's climate can be grouped into Hothouse, Warmhouse, Coolhouse and Icehouse states separated by transitions related to changing greenhouse gas levels and the growth of polar ice sheets. Each Cenozoic climate state is paced by orbital cycles, but the response to radiative forcing is state dependent.
Associated article: https://doi.org/10.1038/s43247-023-00753-1
Dataset origin: Re-use of existing data

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Title: An evolutionary explanation of female-biased sexual size dimorphism in North Sea plaice, Pleuronectes platessa L.
Authors: Mollet, Fabian; Enberg, Katja; Boukal, David S.; Rijnsdorp, Adriann; D.,Dieckmann, Ulf,
https://doi.org/10.5061/dryad.vx0k6djs8
Licence: CC0 1.0
Description: Data on empirical measurements of the life history of North Sea plaice for several decades (from the Dutch market sampling program and scientific surveys) and data on theoretical predictions of the life history of North Sea plaice used in the study Mollet, F. M., Enberg, K., Boukal, D. S., Rijnsdorp, A. D., & Dieckmann, U. (2023). An evolutionary explanation of female-biased sexual size dimorphism in North Sea plaice, Pleuronectes platessa L. Ecology and Evolution, 13, e8070.
Associated article: https://doi.org/10.1002/ece3.8070
Dataset origin: Used for COMFORT publication

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Title: Compiled sinking POC flux data collected by particle traps used to evaluate the MSPACMAM
Authors: Dinauer, Ashley
https://doi.org/10.5281/zenodo.6341859
Licence: MIT licence
Description: A compilation of 22 vertical profiles of sinking particulate organic carbon (POC) fluxes measured with either free-drifting sediment traps (i.e., surface tethered and neutrally buoyant sediment traps) or Marine Snow Catchers. The compiled raw data were processed as follows: (1) all POC flux observations were binned to the model grid and (2) individual POC flux profiles were normalized by their shallowest flux.
Associated article: https://doi.org/10.1029/2021GB007131
Dataset origin: Used for COMFORT publication

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Title: Global 1° × 1° map of vertical POC flux profiles simulated by the MSPACMAM
Authors: Dinauer, Ashley
https://doi.org/10.5281/zenodo.6342033
Licence: MIT licence
Description: Model output data generated by two different configurations of the MSPACMAM: (1) the standard model configuration (so-called std configuration) and (2) the model configuration including large particle fragmentation (so-called frag configuration). The MSPACMAM simulates the climatological annual mean state of sinking particulate organic carbon (POC) fluxes in the contemporary global ocean. Model variables include small particle POC concentration, large particle POC concentration, small particle sinking speed, large particle sinking speed, sinking POC flux, and POC transfer efficiency at 1000 m (so-called Teff).
Associated article: https://doi.org/10.1029/2021GB007131
Dataset origin: COMFORT affiliated

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Title: Dynamic Optimization Cycle (DOC) for Plankton Classification
Authors: Conradt, Jan; Börner, Gregor; Lopez-Urrutia, Ángel; Möllmann, Christian; Moyano, Marta
https://doi.org/10.5281/zenodo.6303679
Licence: CC BY 4.0
Description: This is the application “Dynamic Optimization Cycle (DOC)” for classifying plankton images. The baseline training set is included. The paper introducing the DOC pipeline and -application is currently in final validation for publication in Frontiers in Marine Science (Conradt et al., Automated Plankton Classification with a Dynamic Optimization and Adaptation Cycle). An instruction manual for the usage of the application will be included in the supplementary material of the publication: https://www.frontiersin.org/articles/10.3389/fmars.2022.868420/full#supplementary-material
Associated article: https://doi.org/10.3389/fmars.2022.868420
Dataset origin: COMFORT

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Title: Anthropogenic attribution of the increasing seasonal amplitude in surface ocean pCO2: data to prepare figures
Authors: Joos, Fortunat; Hameau, Angélique; Frölicher, Thomas L.; Stephenson, David B.
https://doi.org/10.5281/zenodo.8081291
Licence: CC BY 4.0
Description: The file contains the data to plot the graphics displayed in Joos et al., Anthropogenic attribution of the increasing seasonal amplitude in surface ocean pCO2, Geophys. Res. Letters, in press, June 2023.
Associated article: https://doi.org/10.1029/2023GL102857
Dataset origin: COMFORT

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Title: Marine heatwaves amplify the impacts of climate change on fish and fisheries
Authors: N/A
https://datadryad.org/stash/share/FHsU9YO3qYRBbQB-AzkzFYWY3Y2sFFQjN0y9ufoGtyA
Licence: N/A
Description: Data that support the findings of the study "Cheung, W. W. L., Frölicher, T. L., Lam, V. W. Y., Oyinlola, M. A., Reygondeau, G., Sumaila, U. R., Tai, T. C., Teh, L. C. L., & Wabnitz, C. C. C. (2021). Marine high temperature extremes amplify the impacts of climate change on fish and fisheries. Science Advances, 7(40), eabh0895".
Associated article: https://doi.org/10.1126/sciadv.abh0895
Dataset origin: Used for COMFORT publication

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Title: Tuna_Redistribution
Authors: Simon Nicol, Marc Ghergariu, Patrick Lehodey, Inna Senina, Johann Bell, Joanne Potts
https://osf.io/qa8w4/
Licence: N/A
Description: Output and input files for SEAPODYM analyses used in the Bell et al manuscript titled "Pathways to sustain tuna-dependent Pacific Island economies during climate change"
Associated article: https://doi.org/10.1038/s41893-021-00745-z
Dataset origin: COMFORT affiliated

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Title: NCLIM-20102618B
Authors: Paul Frémont, Marion Gehlen, Mathieu Vrac, Jade Leconte, Tom O. Delmont, Patrick Wincker, Daniele Iudicone, Olivier Jaillon
https://github.com/institut-de-genomique/NCLIM-20102618B
Licence: MIT License
Description: This repository contains all the data and scripts necessary to reproduce the following article: “Restructuring of plankton genomic biogeography in the surface ocean under climate change Paul Frémont, Marion Gehlen, Mathieu Vrac, Jade Leconte, Tom O. Delmont, Patrick Wincker, Daniele Iudicone, Olivier Jaillon. Nature Climate Change. 2022."
Associated article: https://doi.org/10.1038/s41558-022-01314-8
Dataset origin: Used for COMFORT publication

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Title: N/A
Authors: N/A
https://auburn.box.com/s/csi2vkgrgcd267rxlvm97jnncrcx0hqi
Licence: N/A
Description: N2O emissions estimates used in the study Xu, R., Tian, H., Pan, N., Thompson, R. L., Canadell, J. G., Davidson, E. A., et al. (2021). Magnitude and uncertainty of nitrous oxide emissions from North America based on bottom-up and top-down approaches: Informing future research and national inventories. Geophysical Research Letters, 48, e2021GL095264.
Associated article: https://doi.org/10.1029/2021GL095264
Dataset origin: Used for COMFORT publication

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Title: cnidarian_meta-analysis
Authors: Nathan Geraldi
https://github.com/ngeraldi/cnidarian_meta-analysis
Licence: N/A
Description: Scripts associated with cnidarian meta-analysis on experiments testing effects of warming and CO2, primarily focused on coral reef species
Associated article: https://doi.org/10.1111/gcb.15818
Dataset origin: Used for COMFORT publication

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Title: Fish species associations with benthic substrata following coral bleaching in Seychelles
Authors: Sarah M Martin
https://github.com/Sarah-M-Martin/climate_fisheries
Licence: N/A
Description: Files provide data on underwater surveys of benthic substrata and associated fish assemblages over time (1994 - 2017) on bleached reefs in Seychelles with model code used to develop fish-habitat associations. Associated with a publication currently under review in Fish and Fisheries
Associated article: N/A
Dataset origin: Re-use of exisiting data for COMFORT publication (in review)

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Title: N/A
Authors: N/A
http://dogfish.princeton.edu/RODGERS_GRL_2020/
Licence: N/A
Description: Model output used in the study Rodgers, K. B., S. Schlunegger, R.D. Slater, M. Ishii, T. L. Frölicher, and K. Toyama: Reemergence of anthropogenic carbon into theocean’s mixed layer strongly amplifies transient climate sensitivity, Geophysical Research Letters, 47, e2020GL089275
Associated article: https://doi.org/10.1029/2020GL089275
Dataset origin: Used for COMFORT publication

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Title: Regional summaries from Arctic high-resolution sea ice-ocean forced modelling hindcasts (2008-2021) and forced modelling projections (2000-2050) as part of the PRE-MELT project."
Authors: Aksenov, Y.; Coward, A.; Yool, A.; Rynders, S.; Kelly, S.; Megann, A.
https://catalogue.ceda.ac.uk/uuid/aedab4ebf3ac425ca06d4f308c5242a6
Licence: http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
Description: Two sea ice-ocean forced modelling datasets (hindcasts and projections) were produced to analyse oceanic impacts on retreat of the Arctic sea-ice pack in the high Arctic, from areas of the Transpolar drift, north of Greenland and in the Fram Strait in the present and future climates and how those are linked to the changes in the Arctic ecosystems. The model outputs span the Arctic Ocean proper and the sub-Arctic seas, covering the near-present (2008-2021: hindcasts) and future climate (2000-2050: projections).
Associated article: N/A
Dataset origin: COMFORT affiliated

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Title: Climber3α+C simulations for marine biogeochemistry and primary production
Authors: Matthias Hofmann, Ralf Liebermann
https://doi.org/10.5880/pik.2023.003
Licence: CC BY 4.0
Description: Model runs of CLIMBER-3a+C
Associated article: N/A
Dataset origin: COMFORT