Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS)
Abstract
Abstract. We present a new data set of annual historical (1750–2014) anthropogenic chemically reactive gases (CO, CH4, NH3, NOx, SO2, NMVOCs), carbonaceous aerosols (black carbon – BC, and organic carbon – OC), and CO2 developed with the Community Emissions Data System (CEDS). We improve upon existing inventories with a more consistent and reproducible methodology applied to all emission species, updated emission factors, and recent estimates through 2014. The data system relies on existing energy consumption data sets and regional and country-specific inventories to produce trends over recent decades. All emission species are consistently estimated using the same activity data over all time periods. Emissions are provided on an annual basis at the level of country and sector and gridded with monthly seasonality. These estimates are comparable to, but generally slightly higher than, existing global inventories. Emissions over the most recent years are more uncertain, particularly in low- and middle-income regions where country-specific emission inventories are less available. Future work will involve refining and updating these emission estimates, estimating emissions' uncertainty, and publication of the system as open-source software.
- Authors:
-
[1];
[2];
[1];
[5];
[1];
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Joint Global Change Research Inst.
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Joint Global Change Research Inst.; Univ. of Maryland, College Park, MD (United States). Dept. of Atmospheric and Oceanic Science
- International Inst. for Applied Systems Analysis (IIASA), Laxenburg (Austria)
- European Commission, Ispra (Italy). Joint Research Centre/Directorate Energy, Transport and Climate
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Carbon Dioxide Information Analysis Center
- Univ. of Illinois at Urbana-Champaign, IL (United States). Dept. of Civil and Environmental Engineering
- National Atomic Energy Commission (CNEA), Buenos Aires (Argentina)
- Asia Center for Air Pollution Research (ACAP), Niigata (Japan). Japan Environmental Sanitation Center (JESC) and Atmospheric Research Dept.
- Tsinghua Univ., Beijing (China). Dept. of Earth System Science
- Argonne National Lab. (ANL), Argonne, IL (United States). Energy System Division
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Argonne National Laboratory (ANL), Argonne, IL (United States)
- Sponsoring Org.:
- Office of Science (SC), Biological and Environmental Research (BER). Earth and Environmental Systems Science Division; National Aeronautics and Space Administration (NASA)
- OSTI Identifier:
- 1474478
- Alternate Identifier(s):
- OSTI ID: 1421326; OSTI ID: 1482098
- Report Number(s):
- PNNL-SA-123932
Journal ID: ISSN 1991-9603
- Grant/Contract Number:
- AC05-00OR22725; NNH15AZ64I; AC05-76RLO1830; AC02-06CH11357
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Geoscientific Model Development (Online)
- Additional Journal Information:
- Journal Name: Geoscientific Model Development (Online); Journal Volume: 11; Journal Issue: 1; Journal ID: ISSN 1991-9603
- Publisher:
- European Geosciences Union
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; 97 MATHEMATICS AND COMPUTING; CEDS; Historical Emissions
Citation Formats
Hoesly, Rachel M., Smith, Steven J., Feng, Leyang, Klimont, Zbigniew, Janssens-Maenhout, Greet, Pitkanen, Tyler, Seibert, Jonathan J., Vu, Linh, Andres, Robert J., Bolt, Ryan M., Bond, Tami C., Dawidowski, Laura, Kholod, Nazar, Kurokawa, June-ichi, Li, Meng, Liu, Liang, Lu, Zifeng, Moura, Maria Cecilia P., O'Rourke, Patrick R., and Zhang, Qiang. Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS). United States: N. p., 2018.
Web. doi:10.5194/gmd-11-369-2018.
Hoesly, Rachel M., Smith, Steven J., Feng, Leyang, Klimont, Zbigniew, Janssens-Maenhout, Greet, Pitkanen, Tyler, Seibert, Jonathan J., Vu, Linh, Andres, Robert J., Bolt, Ryan M., Bond, Tami C., Dawidowski, Laura, Kholod, Nazar, Kurokawa, June-ichi, Li, Meng, Liu, Liang, Lu, Zifeng, Moura, Maria Cecilia P., O'Rourke, Patrick R., & Zhang, Qiang. Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS). United States. https://doi.org/10.5194/gmd-11-369-2018
Hoesly, Rachel M., Smith, Steven J., Feng, Leyang, Klimont, Zbigniew, Janssens-Maenhout, Greet, Pitkanen, Tyler, Seibert, Jonathan J., Vu, Linh, Andres, Robert J., Bolt, Ryan M., Bond, Tami C., Dawidowski, Laura, Kholod, Nazar, Kurokawa, June-ichi, Li, Meng, Liu, Liang, Lu, Zifeng, Moura, Maria Cecilia P., O'Rourke, Patrick R., and Zhang, Qiang. Mon .
"Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS)". United States. https://doi.org/10.5194/gmd-11-369-2018. https://www.osti.gov/servlets/purl/1474478.
@article{osti_1474478,
title = {Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS)},
author = {Hoesly, Rachel M. and Smith, Steven J. and Feng, Leyang and Klimont, Zbigniew and Janssens-Maenhout, Greet and Pitkanen, Tyler and Seibert, Jonathan J. and Vu, Linh and Andres, Robert J. and Bolt, Ryan M. and Bond, Tami C. and Dawidowski, Laura and Kholod, Nazar and Kurokawa, June-ichi and Li, Meng and Liu, Liang and Lu, Zifeng and Moura, Maria Cecilia P. and O'Rourke, Patrick R. and Zhang, Qiang},
abstractNote = {Abstract. We present a new data set of annual historical (1750–2014) anthropogenic chemically reactive gases (CO, CH4, NH3, NOx, SO2, NMVOCs), carbonaceous aerosols (black carbon – BC, and organic carbon – OC), and CO2 developed with the Community Emissions Data System (CEDS). We improve upon existing inventories with a more consistent and reproducible methodology applied to all emission species, updated emission factors, and recent estimates through 2014. The data system relies on existing energy consumption data sets and regional and country-specific inventories to produce trends over recent decades. All emission species are consistently estimated using the same activity data over all time periods. Emissions are provided on an annual basis at the level of country and sector and gridded with monthly seasonality. These estimates are comparable to, but generally slightly higher than, existing global inventories. Emissions over the most recent years are more uncertain, particularly in low- and middle-income regions where country-specific emission inventories are less available. Future work will involve refining and updating these emission estimates, estimating emissions' uncertainty, and publication of the system as open-source software.},
doi = {10.5194/gmd-11-369-2018},
journal = {Geoscientific Model Development (Online)},
number = 1,
volume = 11,
place = {United States},
year = {Mon Jan 29 00:00:00 EST 2018},
month = {Mon Jan 29 00:00:00 EST 2018}
}
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Exploring the relationship between surface PM2.5 and meteorology in Northern India
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Characterising the seasonal and geographical variability in tropospheric ozone, stratospheric influence and recent changes
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Exploring 2016–2017 surface ozone pollution over China: source contributions and meteorological influences
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Investigation of the global methane budget over 1980–2017 using GFDL-AM4.1
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EDGAR v4.3.2 Global Atlas of the three major greenhouse gas emissions for the period 1970–2012
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Very Strong Atmospheric Methane Growth in the 4 Years 2014–2017: Implications for the Paris Agreement
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Sensitivity of Ozone Dry Deposition to Ecosystem‐Atmosphere Interactions: A Critical Appraisal of Observations and Simulations
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Modulation of the ENSO on Winter Aerosol Pollution in the Eastern Region of China
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Impact of Anthropogenic Emission Injection Height Uncertainty on Global Sulfur Dioxide and Aerosol Distribution
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Constraining Aging Processes of Black Carbon in the Community Atmosphere Model Using Environmental Chamber Measurements
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Atmospheric Acetaldehyde: Importance of Air‐Sea Exchange and a Missing Source in the Remote Troposphere
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Global Modeling of Secondary Organic Aerosol With Organic Nucleation
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Are Changes in Atmospheric Circulation Important for Black Carbon Aerosol Impacts on Clouds, Precipitation, and Radiation?
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Decrease in radiative forcing by organic aerosol nucleation, climate, and land use change
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Emission of trace gases and aerosols from biomass burning – an updated assessment
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Reviews and syntheses: the GESAMP atmospheric iron deposition model intercomparison study
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Update and evaluation of the ozone dry deposition in Oslo CTM3 v1.0
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Causes of climate change over the historical record
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ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation
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Reflecting on progress since the 2005 NARSTO emissions inventory report
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What is the potential of silver fir to thrive under warmer and drier climate?
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Arctic Amplification Response to Individual Climate Drivers
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Supplemental Historical Emissions (1750 - 2014) - CEDS - v2017-05-18
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Historical Emissions (1851-2014) - CEDS - v2016-07-26
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Pre-industrial Emissions (1750 - 1850) - CEDS v2016-06-18
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Historical Emissions (1750 - 2014) - CEDS - v2017-05-18
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input4MIPs.PNNL-JGCRI.emissions.CMIP.CEDS-2017-08-30
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The PRIMAP-hist national historical emissions time series (1750-2019) v2.3.1
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Historical Emissions (1851-2014 reformatted) - CEDS - v2016-07-26
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Historical Emissions (1851-2014) - CEDS - v2016-07-26
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Pre-industrial Emissions (1750 - 1850) - CEDS v2016-06-18
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Supplemental Historical Emissions (1851-2014 reformatted) - CEDS - v2016-07-26
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Pre-industrial Emissions (1750 - 1850 - reformatted) - CEDS v2016-06-18
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Historical Emissions (1750 - 2014) - CEDS - v2017-05-18
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Supplemental Historical Emissions (1750 - 2014) - CEDS - v2017-05-18
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input4MIPs.PNNL-JGCRI.emissions.CMIP.CEDS-2017-08-30
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Country resolved combined emission and socio-economic pathways based on the RCP and SSP scenarios
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The PRIMAP-hist national historical emissions time series (1750-2019) v2.3.1
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The PRIMAP-hist national historical emissions time series (1750-2019) v2.3
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Carbon and health implications of trade restrictions
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Radiative forcing by light-absorbing aerosols of pyrogenetic iron oxides
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Global and regional trends of atmospheric sulfur
journal, January 2019
- Aas, Wenche; Mortier, Augustin; Bowersox, Van
- Scientific Reports, Vol. 9, Issue 1
Rapid conversion of isoprene photooxidation products in terrestrial plants
journal, November 2020
- Canaval, Eva; Millet, Dylan B.; Zimmer, Ina
- Communications Earth & Environment, Vol. 1, Issue 1
Gridded emissions and land-use data for 2005–2100 under diverse socioeconomic and climate mitigation scenarios
journal, October 2018
- Fujimori, Shinichiro; Hasegawa, Tomoko; Ito, Akihiko
- Scientific Data, Vol. 5, Issue 1
Unraveling driving forces explaining significant reduction in satellite-inferred Arctic surface albedo since the 1980s
journal, November 2019
- Zhang, Rudong; Wang, Hailong; Fu, Qiang
- Proceedings of the National Academy of Sciences, Vol. 116, Issue 48
Tropospheric Ozone Assessment Report: Present-day distribution and trends of tropospheric ozone relevant to climate and global atmospheric chemistry model evaluation
journal, January 2018
- Gaudel, A.; Cooper, O. R.; Ancellet, G.
- Elementa: Science of the Anthropocene, Vol. 6
The Copernicus Atmosphere Monitoring Service global and regional emissions (April 2019 version)
text, January 2019
- Granier, C.; Darras, S.; Denier van der Gon, H.
- Copernicus Atmosphere Monitoring Service
Quantification of Atmospheric Ammonia Concentrations: A Review of Its Measurement and Modeling
journal, October 2020
- Nair, Arshad Arjunan; Yu, Fangqun
- Atmosphere, Vol. 11, Issue 10
A high-resolution gridded inventory of coal mine methane emissions for India and Australia
preprint, January 2021
- Sadavarte, Pankaj; Pandey, Sudhanshu; Maasakkers, Joannes D.
- arXiv
Six-year source apportionment of submicron organic aerosols from near-continuous highly time-resolved measurements at SIRTA (Paris area, France)
journal, January 2019
- Zhang, Yunjiang; Favez, Olivier; Petit, Jean-Eudes
- Atmospheric Chemistry and Physics, Vol. 19, Issue 23
Characterising the seasonal and geographical variability in tropospheric ozone, stratospheric influence and recent changes
journal, January 2019
- Williams, Ryan S.; Hegglin, Michaela I.; Kerridge, Brian J.
- Atmospheric Chemistry and Physics, Vol. 19, Issue 6
Exploring 2016–2017 surface ozone pollution over China: source contributions and meteorological influences
journal, January 2019
- Lu, Xiao; Zhang, Lin; Chen, Youfan
- Atmospheric Chemistry and Physics, Vol. 19, Issue 12
Emission of trace gases and aerosols from biomass burning – an updated assessment
journal, January 2019
- Andreae, Meinrat O.
- Atmospheric Chemistry and Physics, Vol. 19, Issue 13
Correcting model biases of CO in East Asia: impact on oxidant distributions during KORUS-AQ
journal, January 2020
- Gaubert, Benjamin; Emmons, Louisa K.; Raeder, Kevin
- Atmospheric Chemistry and Physics, Vol. 20, Issue 23
Uncertainty in aerosol radiative forcing impacts the simulated global monsoon in the 20th century
journal, December 2020
- Shonk, Jonathan K. P.; Turner, Andrew G.; Chevuturi, Amulya
- Atmospheric Chemistry and Physics, Vol. 20, Issue 23
Bias in CMIP6 models as compared to observed regional dimming and brightening
journal, January 2020
- Moseid, Kine Onsum; Schulz, Michael; Storelvmo, Trude
- Atmospheric Chemistry and Physics, Vol. 20, Issue 24
An evaluation of global organic aerosol schemes using airborne observations
journal, January 2020
- Pai, Sidhant J.; Heald, Colette L.; Pierce, Jeffrey R.
- Atmospheric Chemistry and Physics, Vol. 20, Issue 5
Comprehensive isoprene and terpene gas-phase chemistry improves simulated surface ozone in the southeastern US
journal, January 2020
- Schwantes, Rebecca H.; Emmons, Louisa K.; Orlando, John J.
- Atmospheric Chemistry and Physics, Vol. 20, Issue 6
Fourier transform infrared time series of tropospheric HCN in eastern China: seasonality, interannual variability, and source attribution
journal, May 2020
- Sun, Youwen; Liu, Cheng; Zhang, Lin
- Atmospheric Chemistry and Physics, Vol. 20, Issue 9
Cloudy-sky contributions to the direct aerosol effect
journal, July 2020
- Myhre, Gunnar; Samset, Bjørn H.; Mohr, Christian W.
- Atmospheric Chemistry and Physics, Vol. 20, Issue 14
Source attribution of Arctic black carbon and sulfate aerosols and associated Arctic surface warming during 1980–2018
journal, January 2020
- Ren, Lili; Yang, Yang; Wang, Hailong
- Atmospheric Chemistry and Physics, Vol. 20, Issue 14
Development and evaluation of a new compact mechanism for aromatic oxidation in atmospheric models
journal, December 2021
- Bates, Kelvin H.; Jacob, Daniel J.; Li, Ke
- Atmospheric Chemistry and Physics, Vol. 21, Issue 24
Photochemical environment over Southeast Asia primed for hazardous ozone levels with influx of nitrogen oxides from seasonal biomass burning
journal, February 2021
- Marvin, Margaret R.; Palmer, Paul I.; Latter, Barry G.
- Atmospheric Chemistry and Physics, Vol. 21, Issue 3
Global modeling studies of composition and decadal trends of the Asian Tropopause Aerosol Layer
journal, February 2021
- Bossolasco, Adriana; Jegou, Fabrice; Sellitto, Pasquale
- Atmospheric Chemistry and Physics, Vol. 21, Issue 4
Inverse modelling of carbonyl sulfide: implementation, evaluation and implications for the global budget
journal, March 2021
- Ma, Jin; Kooijmans, Linda M. J.; Cho, Ara
- Atmospheric Chemistry and Physics, Vol. 21, Issue 5
Global modeling of heterogeneous hydroxymethanesulfonate chemistry
journal, January 2021
- Song, Shaojie; Ma, Tao; Zhang, Yuzhong
- Atmospheric Chemistry and Physics, Vol. 21, Issue 1
Reviews and syntheses: the GESAMP atmospheric iron deposition model intercomparison study
journal, January 2018
- Myriokefalitakis, Stelios; Ito, Akinori; Kanakidou, Maria
- Biogeosciences, Vol. 15, Issue 21
Comparison of past and future simulations of ENSO in CMIP5/PMIP3 and CMIP6/PMIP4 models
journal, January 2020
- Brown, Josephine R.; Brierley, Chris M.; An, Soon-Il
- Climate of the Past, Vol. 16, Issue 5
A continued role of short-lived climate forcers under the Shared Socioeconomic Pathways
journal, November 2020
- Lund, Marianne T.; Aamaas, Borgar; Stjern, Camilla W.
- Earth System Dynamics, Vol. 11, Issue 4
The Global Methane Budget 2000–2017
journal, January 2020
- Saunois, Marielle; Stavert, Ann R.; Poulter, Ben
- Earth System Science Data, Vol. 12, Issue 3
Copernicus Atmosphere Monitoring Service TEMPOral profiles (CAMS-TEMPO): global and European emission temporal profile maps for atmospheric chemistry modelling
journal, February 2021
- Guevara, Marc; Jorba, Oriol; Tena, Carles
- Earth System Science Data, Vol. 13, Issue 2
Concentrations and radiative forcing of anthropogenic aerosols from 1750 to 2014 simulated with the Oslo CTM3 and CEDS emission inventory
journal, January 2018
- Lund, Marianne Tronstad; Myhre, Gunnar; Haslerud, Amund Søvde
- Geoscientific Model Development, Vol. 11, Issue 12
HERMESv3, a stand-alone multi-scale atmospheric emission modelling framework – Part 1: global and regional module
journal, January 2019
- Guevara, Marc; Tena, Carles; Porquet, Manuel
- Geoscientific Model Development, Vol. 12, Issue 5
Update and evaluation of the ozone dry deposition in Oslo CTM3 v1.0
journal, January 2019
- Falk, Stefanie; Søvde Haslerud, Amund
- Geoscientific Model Development, Vol. 12, Issue 11
WRF-GC (v1.0): online coupling of WRF (v3.9.1.1) and GEOS-Chem (v12.2.1) for regional atmospheric chemistry modeling – Part 1: Description of the one-way model
journal, July 2020
- Lin, Haipeng; Feng, Xu; Fu, Tzung-May
- Geoscientific Model Development, Vol. 13, Issue 7
Development of the global atmospheric chemistry general circulation model BCC-GEOS-Chem v1.0: model description and evaluation
journal, August 2020
- Lu, Xiao; Zhang, Lin; Wu, Tongwen
- Geoscientific Model Development, Vol. 13, Issue 9
The generation of gridded emissions data for CMIP6
journal, January 2020
- Feng, Leyang; Smith, Steven J.; Braun, Caleb
- Geoscientific Model Development, Vol. 13, Issue 2
Overview of the Norwegian Earth System Model (NorESM2) and key climate response of CMIP6 DECK, historical, and scenario simulations
journal, January 2020
- Seland, Øyvind; Bentsen, Mats; Olivié, Dirk
- Geoscientific Model Development, Vol. 13, Issue 12
Beijing Climate Center Earth System Model version 1 (BCC-ESM1): model description and evaluation of aerosol simulations
journal, January 2020
- Wu, Tongwen; Zhang, Fang; Zhang, Jie
- Geoscientific Model Development, Vol. 13, Issue 3
The PRIMAP-hist national historical emissions time series (1750-2021) v2.4
dataset, January 2022
- Gütschow, Johannes; Pflüger, Mika
- Zenodo
CEDS_Gridded_Data_Proxies_v2019_06_18
dataset, January 2019
- Feng, Leyang; Braun, Caleb; Smith, Steven
- Zenodo