Dataset Open Access

EXIOBASE 3

Stadler, Konstantin; Wood, Richard; Bulavskaya, Tatyana; Södersten, Carl-Johan; Simas, Moana; Schmidt, Sarah; Usubiaga, Arkaitz; Acosta-Fernández, José; Kuenen, Jeroen; Bruckner, Martin; Giljum, Stefan; Lutter, Stephan; Merciai, Stefano; Schmidt, Jannick H; Theurl, Michaela C; Plutzar, Christoph; Kastner, Thomas; Eisenmenger, Nina; Erb, Karl-Heinz; Koning, Arjan; Tukker, Arnold

EXIOBASE 3 provides a time series of environmentally extended multi-regional input‐output (EE MRIO) tables ranging from 1995 to a recent year for 44 countries (28 EU member plus 16 major economies) and five rest of the world regions. EXIOBASE 3 builds upon the previous versions of EXIOBASE by using rectangular supply‐use tables (SUT) in a 163 industry by 200 products classification as the main building blocks. The tables are provided in current, basic prices (Million EUR).

EXIOBASE 3 is the culmination of work in the FP7 DESIRE project and builds upon earlier work on EXIOBASE 2 in the FP7 CREEA project and EXIOBASE 1 of the FP6 EXIOPOL project. These databases are available at the official EXIOBASE website.

A special issue of Journal of Industrial Ecology (Volume 22, Issue 3) describes the build process and some use cases of EXIOBASE 3. This includes the article by Stadler et. al 2018 describing the compilation of EXIOBASE 3. Further informations (data quality, updates, ...) can be found in the blog post describing a previous release at the Environmental Footprints webpage. Various concordance tables for the database are available here.

For more (background) information see the Readme file.

Previous EXIOBASE 3 Versions

Some previous versions (3.7, 3.8) are also available on Zenodo. The even earlier public releases of the data (EXIOBASE v3.3 and v3.4) are available upon request. We recommend, however, to use the latest version due to major differences in water and land use accounts.

End year

The original EXIOBASE 3 data series ends 2011. In addition, we also have estimates based on a range of auxiliary data, but mainly trade and macro-economic data which go up to 2022 when including IMF expectations. A lot of care must be taken in use of this data. It is only partially suitable for analysing trends over time!

The basic description of the process employed is in the relevant deliverable.

As of v3.8 (doi: 10.5281/zenodo.4277368), the end years of real data points used are: 2015 energy, 2019 all GHG (non fuel, non-CO2 are nowcasted from 2018), 2013 material, 2011 most others, land, water. More details are available in the readme file.

The EXIOBASE country disaggregated dataset EXIOBASE3rx provides land updates to 2015.

Some work is going on to update the extensions, but other collaborative efforts are more than welcome.

Bulk Download

To allow the download of specific years we uploaded the data as zip archives per year and mrio type (industry by industry: ixi, and product by product: pxp). If you need all data, we recommend the excellent zenodo_get python utility for the download.

After installing the tool, you can download the latest version with:

zenodo_get 10.5281/zenodo.3583070

Previous versions are available by replacing the latest DOI with previous record numbers.

Alternatively, you can contact Richard Wood or Konstantin Stadler for access to the Box data repository.

IOT download and Pymrio integration

If your are only interested in the IO tables, Pymrio (version >= 0.4.5) includes an automatic EXIOBASE 3 download function which works with the EXIOBASE upload on zenodo. The EXIOBASE 3 files can then be parsed and analysed directly.

Nomenclature

Archives:

  • IOT_YYYY_ixi.zip - MRIO archive for Year YYYY in industry by industry format
  • IOT_YYYY_ixi.zip - MRIO archive for Year YYYY in product by product format
  • MRSUT_YYYY.zip - Multi-regional Supply-Use table for year YYYY
  • SUT.zip - Domestic Supply Use for each country and year

Content of IOT*.zip:

(the archive can be read directly by pymrio without unpacking).

The economic core is stored in the root of the archive, containing among

others:

  • Z.txt - flow/transactions matrix
  • A.txt - matrix/inter-industry coefficients, (direct requirements matrix)
  • Y.txt - final demand
  • x.txt - gross/total output
  • unit.txt - Units of the flow data

The satellite accounts and characterized impacts are stored in the subfolder

"satellite" and "impacts", both containing:

  •  F.txt - Factors of productions/stressors/impacts
  •  F_Y.txt - Stressors/impacts of the final demand,
  •  S.txt - Direct stressor/impact coefficients
  •  S_Y.txt - Stressor/impact coefficients of the final demand
  •  M.txt - MRIO extension multipliers (total requirement factors of consumption)
  •  D_cba.txt - Consumption based accounts per sector
  •  D_pba.txt - Production based accounts per sector
  •  D_cba_reg.txt - Consumption based accounts per region
  •  D_pba_reg.txt - Production based accounts per region
  •  D_imp_reg.txt - Import accounts per region
  •  D_exp_reg.txt - Export accounts per region
  •  unit.txt - Absolute units of the stressor and impacts

The unit of the coefficient data M and S are given be the unit of the satellite

account per unit of the economic core (e.g. kg CO2eq/Million Euro)

 

Announcements

We use the EXIOBASE google group for announcing new versions of the database.

v.3.8.2 is a minor bug-fix update fixing (1) extension data of the ixi tables has been one year off (2) HFC and PFC were set to zero by PRIMAP rescaling to native units rather than CO2-eq. (3) the D_cba_reg and D_pba_reg (total regional accounts) did not include the household emissions (4) Revision to industry CO2 process emissions were made, with PRIMAP data remapped from the whole sector to only cement production. Fixing 3. includes renaming the household stressor/impact file to F_Y (was F_hh previously). The full changelog can be found in the readme file included in the upload.
Files (49.4 GB)
Name Size
IOT_1995_ixi.zip
md5:fc78f41151370d5746132d94eccd57be
709.3 MB Download
IOT_1995_pxp.zip
md5:346cc4cb13d7ba6efa3484435df4a088
539.2 MB Download
IOT_1996_ixi.zip
md5:ab93de49ee6dea0b23eef8356673e562
746.4 MB Download
IOT_1996_pxp.zip
md5:ed49df8c95e5892c6c96365ab8fe7f5b
641.9 MB Download
IOT_1997_ixi.zip
md5:47b785ebee5482c64cf7e64bc763218c
750.5 MB Download
IOT_1997_pxp.zip
md5:fef0f3895954574e7d04fc886bd2a551
655.9 MB Download
IOT_1998_ixi.zip
md5:81ef3224f1043dee91d9b9c97b34ae07
751.0 MB Download
IOT_1998_pxp.zip
md5:a7524e0e97fa9a05bfad50bfcf031d2f
654.1 MB Download
IOT_1999_ixi.zip
md5:14794444b4e35134a1a81aedc1d78532
750.4 MB Download
IOT_1999_pxp.zip
md5:27394ed89e210aa56453b9fb1e5e1361
659.1 MB Download
IOT_2000_ixi.zip
md5:6846177bb2464caf898261b18492adf9
752.1 MB Download
IOT_2000_pxp.zip
md5:47e278567f049b8b4934c25a5ef0140b
669.4 MB Download
IOT_2001_ixi.zip
md5:59d795e763c8da698c9d49c2f8594232
757.4 MB Download
IOT_2001_pxp.zip
md5:97f515354b090f9259f39f062a053ba9
672.8 MB Download
IOT_2002_ixi.zip
md5:b0c68c9ea611367c3e3f16a778be5929
757.3 MB Download
IOT_2002_pxp.zip
md5:e1dba7e56f0bf485975ab22838be2050
677.2 MB Download
IOT_2003_ixi.zip
md5:3f9e78c2ca3653beacb042332c14506d
760.8 MB Download
IOT_2003_pxp.zip
md5:c756d07802c6a79dcaa8e8f7cc559d27
685.0 MB Download
IOT_2004_ixi.zip
md5:f436ef03b49a41f4df4a5a897913dc5c
767.8 MB Download
IOT_2004_pxp.zip
md5:1c5827388ea467675323deeb3df615ee
704.1 MB Download
IOT_2005_ixi.zip
md5:2c9faae941e07ae6cd1db79a01a8ff31
765.9 MB Download
IOT_2005_pxp.zip
md5:73e278f8ce9409c2a5fd7970084b9322
696.0 MB Download
IOT_2006_ixi.zip
md5:391ccc25e0a6e45ae2de49bfabe3b25d
767.9 MB Download
IOT_2006_pxp.zip
md5:367f63db0e7019725de00fb7a966637f
695.2 MB Download
IOT_2007_ixi.zip
md5:c8526420e5ecea6dd941d195f74f219c
770.0 MB Download
IOT_2007_pxp.zip
md5:089319a058f73841b568d4b1628e372e
690.6 MB Download
IOT_2008_ixi.zip
md5:3b5e3a4e76bee6341b538982f366702b
770.9 MB Download
IOT_2008_pxp.zip
md5:d8e8964a2be884d92980026d62ff4dda
722.3 MB Download
IOT_2009_ixi.zip
md5:32eaed60d56836ddb858a31500ea5b7a
771.3 MB Download
IOT_2009_pxp.zip
md5:27824de57245bc65397a40a51f97f658
714.0 MB Download
IOT_2010_ixi.zip
md5:fdf9f7c79e04afd982a9e70d14ad17f9
770.1 MB Download
IOT_2010_pxp.zip
md5:0622e84be558fda201245c805ccf8a24
717.4 MB Download
IOT_2011_ixi.zip
md5:2013a71ebefec994c04c81975aea0ef0
771.8 MB Download
IOT_2011_pxp.zip
md5:da353441b542bec95f6c29ecabae79e7
735.8 MB Download
IOT_2012_ixi.zip
md5:fa5af337387c7a0a2fcaa07b1c4767f7
766.7 MB Download
IOT_2012_pxp.zip
md5:d64db143f563813925fc270628246938
720.3 MB Download
IOT_2013_ixi.zip
md5:c363bb0de6e7f8990d53e93fa6ff95c3
768.0 MB Download
IOT_2013_pxp.zip
md5:f3074aed37d5fcff4641f500a8617006
727.3 MB Download
IOT_2014_ixi.zip
md5:782fce20f8673fce96916e4d2dce1d9f
769.0 MB Download
IOT_2014_pxp.zip
md5:c52ab1653e36f7d6575d833cf3bab923
733.6 MB Download
IOT_2015_ixi.zip
md5:ef087c85012840130938dcc040f4046a
767.6 MB Download
IOT_2015_pxp.zip
md5:c502203ddd5a98f432ae6e82baaf443c
723.9 MB Download
IOT_2016_ixi.zip
md5:3eb06029fd6db80c86cffdea4df3d2d4
768.5 MB Download
IOT_2016_pxp.zip
md5:de1745fbf5ac82e186472803bbccc95b
730.0 MB Download
IOT_2017_ixi.zip
md5:0025c386c8058872395edde085b51561
765.2 MB Download
IOT_2017_pxp.zip
md5:e8ca004dcd2c2a4a1249370d1b27a263
726.1 MB Download
IOT_2018_ixi.zip
md5:f77b644e683ade6ce798ec51e12ca48e
764.4 MB Download
IOT_2018_pxp.zip
md5:05aca3949bdf7ffe2f4b8b9fb83c2ca1
722.7 MB Download
IOT_2019_ixi.zip
md5:8fd3eba498b194602bf75ffe99910990
764.3 MB Download
IOT_2019_pxp.zip
md5:e26708e8c465e907b3a43ba47e1c9f4c
721.9 MB Download
IOT_2020_ixi.zip
md5:ba88ea9ac8b0d9e071a8478f4e12ea11
765.8 MB Download
IOT_2020_pxp.zip
md5:9891931edf62d6862c25a28289ed0441
728.9 MB Download
IOT_2021_ixi.zip
md5:1aafce02d48fc1beca496bca1b1d78b0
754.8 MB Download
IOT_2021_pxp.zip
md5:eeeed7bae31ec49db0f6150a7062ab30
717.7 MB Download
IOT_2022_ixi.zip
md5:a0ffa959efb9ed72065c8c6cb2d738a1
754.6 MB Download
IOT_2022_pxp.zip
md5:30a8471bae42f9406e33c39fa7e12b26
716.6 MB Download
MRSUT_1995.zip
md5:cfeae21d2d9b016f6280f7c58e30c947
149.7 MB Download
MRSUT_1996.zip
md5:23262098b90b04a082db728b3c995038
188.8 MB Download
MRSUT_1997.zip
md5:7b1ae2f3326386eb6f459f697c941c07
195.0 MB Download
MRSUT_1998.zip
md5:5f1365240150a53da9909e8aa3d1727d
195.0 MB Download
MRSUT_1999.zip
md5:a2dfb0002625eed04b9659bb21c5bfd3
196.6 MB Download
MRSUT_2000.zip
md5:7fa7cdea7465e04624064c897fe2c0a2
201.5 MB Download
MRSUT_2001.zip
md5:b802696a7fcc9efb532d669810ccf0d3
202.2 MB Download
MRSUT_2002.zip
md5:f270bb0e9533728f58f2445252b9b59b
205.8 MB Download
MRSUT_2003.zip
md5:f16d6201fec63fddaec74d5e1688622b
210.0 MB Download
MRSUT_2004.zip
md5:3c2efbf658cc5a01e164810f56bce209
216.2 MB Download
MRSUT_2005.zip
md5:62f78879efc7b20ad1b7ba7136991176
217.4 MB Download
MRSUT_2006.zip
md5:353747d04caeba1fe1c10a02e01ddcc5
216.6 MB Download
MRSUT_2007.zip
md5:89f450ffcf2b74893988e72d3c295c70
221.2 MB Download
MRSUT_2008.zip
md5:46283b491baf3232b2028240cb4c9d22
223.0 MB Download
MRSUT_2009.zip
md5:ec5cba94d466153aad9b6620fd7ba7bd
219.6 MB Download
MRSUT_2010.zip
md5:457e0faace45ae76b2262f8144e5437b
219.9 MB Download
MRSUT_2011.zip
md5:b992a279225dc5318ab906536f223df1
225.7 MB Download
MRSUT_2012.zip
md5:b01cfaca80b8a3ee5ad0e571a3e309c4
220.5 MB Download
MRSUT_2013.zip
md5:478fd59cf990afbe5f43946f7de5ff19
223.1 MB Download
MRSUT_2014.zip
md5:7881424cdbf77efe1fdcd29e40fef8e7
225.2 MB Download
MRSUT_2015.zip
md5:29afbc6ae732578376ff98c0f291da4d
221.8 MB Download
MRSUT_2016.zip
md5:3e330cf5d9a30fade09ffc248893a8a6
223.8 MB Download
MRSUT_2017.zip
md5:133d55d4c1fa0cfd0f524dbecc8788d5
222.5 MB Download
MRSUT_2018.zip
md5:ee5ce582c175c6319b882160fd188a4f
220.5 MB Download
MRSUT_2019.zip
md5:258b6723da1cf8abdb538c43c9608f23
220.8 MB Download
MRSUT_2020.zip
md5:e4b62c69a8e56a1158f639ec16a65f04
223.3 MB Download
MRSUT_2021.zip
md5:356bf1eca432aa8359727a8ac25f1eb4
220.1 MB Download
MRSUT_2022.zip
md5:075cedaaebe4344548b4029b8ae525a8
219.8 MB Download
readme.txt
md5:f596c14421d40be4db1f150645303a65
11.1 kB Download
Readme_3_8_1.txt
md5:04f3d74efa2bb2f1b4d687021af7311b
10.5 kB Download
Readme_v38.txt
md5:96dbafb2b6feecd992f832597b84dce6
9.2 kB Download
SUT.zip
md5:90bc2caf5c40ed023cbbe7c80769deff
2.7 GB Download
  • Stadler et al. 2018 (10.1111/jiec.12715)

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