diff --git a/.buildlibrary b/.buildlibrary index 10c4b64b..b4137e6a 100644 --- a/.buildlibrary +++ b/.buildlibrary @@ -1,4 +1,4 @@ -ValidationKey: '231436854' +ValidationKey: '231669480' AcceptedWarnings: - 'Warning: package ''.*'' was built under R version' - 'Warning: namespace ''.*'' is not available and has been replaced' diff --git a/CITATION.cff b/CITATION.cff index 8b92cff6..8ee9e6c9 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -2,8 +2,8 @@ cff-version: 1.2.0 message: If you use this software, please cite it using the metadata from this file. type: software title: 'remind2: The REMIND R package (2nd generation)' -version: 1.157.3 -date-released: '2024-10-02' +version: 1.158.0 +date-released: '2024-10-10' abstract: Contains the REMIND-specific routines for data and model output manipulation. authors: - family-names: Rodrigues diff --git a/DESCRIPTION b/DESCRIPTION index 614e2b71..a9b55a43 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Type: Package Package: remind2 Title: The REMIND R package (2nd generation) -Version: 1.157.3 -Date: 2024-10-02 +Version: 1.158.0 +Date: 2024-10-10 Authors@R: c( person("Renato", "Rodrigues", , "renato.rodrigues@pik-potsdam.de", role = c("aut", "cre")), person("Lavinia", "Baumstark", role = "aut"), diff --git a/R/reportEmi.R b/R/reportEmi.R index 1b5c2992..b859cf84 100644 --- a/R/reportEmi.R +++ b/R/reportEmi.R @@ -1654,37 +1654,27 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, "Carbon Management|Storage|Fossil|Pe2Se|+|Gases w/ couple prod (Mt CO2/yr)") ) - #### calculate corresponding negative emissions variables by CDR for bar plots with gross emissions - # same as "Carbon Management|Storage|+|DAC (Mt CO2/yr)" etc. but negative + ### 3.5 CDR variables ---- - # only negative land-use change emissions + + # Defined as non-fossil permanent sequestration of carbon in land / geological storage / oceans. + # CDR variables are by definition negative. + + # assign land-use change emissions to CDR variable if they are negative EmiCDR.LUC <- dimSums(vm_emiMacSector[, , "co2luc"], dim = 3) * GtC_2_MtCO2 EmiCDR.LUC[EmiCDR.LUC > 0] <- 0 # compute share of atmospheric carbon in total captured carbon - p_share_atmosco2 <- dimSums((out[, , "Carbon Management|Carbon Capture|+|Biomass|Pe2Se (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|DAC (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Biomass (Mt CO2/yr)"]) - / (out[, , "Carbon Management|Carbon Capture|+|Biomass|Pe2Se (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|DAC (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|OAE calcination (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|CDR energy (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Biomass (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|Fossil|Pe2Se (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Fossil (Mt CO2/yr)"] - + out[, , "Carbon Management|Carbon Capture|+|Industry Process (Mt CO2/yr)"]) ,dim=3 - ) + p_share_atmosco2 <- collapseDim((out[, , "Carbon Management|Carbon Capture|+|Biomass|Pe2Se (Mt CO2/yr)"] + + out[, , "Carbon Management|Carbon Capture|+|DAC (Mt CO2/yr)"] + + out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Biomass (Mt CO2/yr)"]) + / out[, , "Carbon Management|Carbon Capture (Mt CO2/yr)"]) p_share_atmosco2[is.infinite(p_share_atmosco2)] <- 0 p_share_atmosco2[is.na(p_share_atmosco2)] <- 0 - # CDR reporting # calculate share of atmospheric and biogenic carbon contained in plastic products - - # Emi|CO2|CDR is defined negative - - # calculate share of atmospheric and biogenic carbon contained in plastic products - p_share_atmBiogco2 <- dimSums( + p_share_atmosco2_plastics <- dimSums( (out[, , "Carbon Management|Materials|Plastics|+|Biomass (Mt CO2/yr)"] + out[, , "Carbon Management|Materials|Plastics|+|Synfuels (Mt CO2/yr)"] * p_share_atmosco2) / out[, , "Carbon Management|Materials|+|Plastics (Mt CO2/yr)"]) @@ -1705,12 +1695,12 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, # Industry BECCS setNames(-out[, , "Carbon Management|Storage|Industry Energy|+|Biomass (Mt CO2/yr)"], "Emi|CO2|CDR|BECCS|Industry (Mt CO2/yr)"), - # stored CO2 in industry from carbon-neutral fuels (synthetic fuels) + # stored CO2 in industry from carbon-neutral synthetic fuels (storage of fossil synthetic fuels accounted under Emi|CO2|Accounted in Other Sectors|...) setNames(-out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Synfuel (Mt CO2/yr)"] * p_share_atmosco2 * p_share_CCS, "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"), - # CO2 stored in plastic products that are not incinerated and come from atmospheric or biogenic carbon - setNames(-out[, , "Carbon Management|Materials|Plastics|Waste|++|Other destination (Mt CO2/yr)"] *p_share_atmBiogco2, + # CO2 stored in plastic products that are not incinerated and come from atmospheric or biogenic carbon (storage of plastics from fossil synthetic fuels accounted under Emi|CO2|Accounted in Other Sectors|... ) + setNames(-out[, , "Carbon Management|Materials|Plastics|Waste|++|Other destination (Mt CO2/yr)"] * p_share_atmosco2_plastics, "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"), # total DACCS @@ -1776,7 +1766,6 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, out <- mbind(out, # total CDR - # double-check: if we don't account for fossil content in plastics, the emissions might not add up? setNames( out[, , "Emi|CO2|CDR|Land-Use Change (Mt CO2/yr)"] + out[, , "Emi|CO2|CDR|BECCS (Mt CO2/yr)"] + out[, , "Emi|CO2|CDR|DACCS (Mt CO2/yr)"] @@ -1788,23 +1777,34 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, ) + ### 3.6 Emissions Accounted in Other Sectors via CCU ---- + + # This accounts negative emissions from CO2 of fossil-based synfuels that is permanently stored (either in plastics or via CCS). + # This variable is necessary as it reports negative emissions that need to be accounted to the industry sector because + # emissions for CCU were already accounted upstream in the sector that captured the carbon. If the industry sector stores this + # carbon, it is eventually not emitted such that it needs to be accounted negative in the industry sector. However, these negative emissions + # are not carbon dioxide removal (CDR) because the CO2 is of fossil origin. + + out <- mbind(out, + setNames( -out[, , "Carbon Management|Carbon Capture|Industry Energy|+|Synfuel (Mt CO2/yr)"] * (1-p_share_atmosco2) * p_share_CCS, + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry|Fossil Synfuel CCS (Mt CO2/yr)"), + setNames( -out[, , "Carbon Management|Materials|Plastics|Waste|++|Other destination (Mt CO2/yr)"] * (1-p_share_atmosco2_plastics), + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry|Fossil Synfuel Plastics Sequestration (Mt CO2/yr)")) + + + out <- mbind(out, + setNames( out[,,"Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry|Fossil Synfuel CCS (Mt CO2/yr)"] + + out[,,"Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry|Fossil Synfuel Plastics Sequestration (Mt CO2/yr)"], + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)")) + + ## 4. Gross Emissions ---- - # (excl. negative emissions from storing non-fossil carbon from bioenergy or synthetic fuels) - - #### calculate gross emissions - - # All standard emissions variables "Emi|CO2|..." are defined as net emissions, that is, including negative emissions from CDR technologies. - # We define gross emissions as net emissions plus CDR flows from capturing carbon from non-fossil energy flows. That includes carbon from biomass and - # synfuels from non-fossil (biomass or DAC) origin. - # Note: With the current definition of gross emissions (only including non-fossil CCS) and our current emissions accounting convention of CCU that - # accounts carbon in synthetic fuels with the CO2 provider, gross industry emissions (Emi|CO2|Gross|Energy|Demand|+|Industry) - # can become negative under certain circumstances. This reason is: Using synthetic fuels is always accounted as emissions-free for the industry sector - # regardless of whether the carbon of the synfuels comes from fossil or non-fossil origin. Moreover, carbon from all origins (non-fossil and fossil) is subtracted - # from the industry emissions in case industry CCS is applied to those emissions. However, the variable Emi|CO2|CDR|Industry CCS|Synthetic Fuels - # used to calculate the gross industry emissions only contains the carbon from non-fossil synfuels, though. This is following the principle - # that only non-fossil carbon should be accounted as CDR variables as only non-fossil removals are negative emissions from a full-system perspective. - # So, the carbon from fossil-based synfuels which is captured and stored in industry is still accounted as negative emissions for industry - # in Emi|CO2|Gross|Energy|Demand|+|Industry. The corresponding fossil emissions are accounted with the sector that captured the fossil CO2 in the first place. + # (fossil co2 emissions, that is, net emissions excl. negative emissions from CDR and carbon accounted in other sectors) + + #### calculate gross emissions by adding CDR and carbon accounted in other sectors via CCU to net emissions. + + # Gross emissions represent fossil CO2 emissions of the sector to the atmosphere. It relates to net emissions via: + # Net Emissions = Gross Emissions + CDR + Carbon Accounted in Other Sectors out <- mbind(out, # gross supply emissions across SE carriers setNames(out[, , "Emi|CO2|Energy|Supply|+|Electricity w/ couple prod (Mt CO2/yr)"] @@ -1833,11 +1833,13 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, ) # calculate gross emissions in energy demand sectors + # also add emissions accounted in other sectors via CCU out <- mbind(out, setNames(out[, , "Emi|CO2|Energy|Demand|+|Industry (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS|Industry (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|CO2|Gross|Energy|Demand|+|Industry (Mt CO2/yr)"), # buildings and transport do not capture emissions in REMIND, so gross emissions = net emissions setNames(out[, , "Emi|CO2|Energy|Demand|+|Buildings (Mt CO2/yr)"], @@ -1850,7 +1852,8 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, setNames(out[, , "Emi|CO2|Energy|+|Demand (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS|Industry (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|CO2|Gross|Energy|+|Demand (Mt CO2/yr)") ) @@ -1862,19 +1865,22 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, setNames(out[, , "Emi|CO2|+|Energy (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|CO2|Gross|Energy (Mt CO2/yr)"), # total gross energy and industrial process emissions setNames(out[, , "Emi|CO2|Energy and Industrial Processes (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|CO2|Gross|Energy and Industrial Processes (Mt CO2/yr)"), # total gross emissions setNames(out[, , "Emi|CO2 (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|CO2|Gross (Mt CO2/yr)") ) @@ -2191,8 +2197,11 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, ) - ## gross GHG variables (ecxl. negative emissions from BECCS and carbon storage of carbon-neutral synthetic fuels) - ## note Emi|CO2|CDR|... variables are negative. That's why we substract them to get from net to gross emissions. + ## gross GHG variables + # The component of energy emissions are fossil co2 emissions, that is, + # net emissions excl. negative emissions from CDR and carbon accounted in other sectors + # (see section on gross CO2 emissions above). + out <- mbind(out, # total gross supply emissions @@ -2204,13 +2213,15 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, setNames(out[, , "Emi|GHG|Energy|+|Demand (Mt CO2eq/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS|Industry (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|GHG|Gross|Energy|+|Demand (Mt CO2eq/yr)"), setNames(out[, , "Emi|GHG|Energy|Demand|+|Industry (Mt CO2eq/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS|Industry (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|GHG|Gross|Energy|Demand|+|Industry (Mt CO2eq/yr)"), setNames(out[, , "Emi|GHG|Energy|Demand|+|Buildings (Mt CO2eq/yr)"], @@ -2231,7 +2242,8 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, setNames(out[, , "Emi|GHG|+++|Energy (Mt CO2eq/yr)"] - out[, , "Emi|CO2|CDR|Industry CCS|Synthetic Fuels (Mt CO2/yr)"] - out[, , "Emi|CO2|CDR|BECCS (Mt CO2/yr)"] - - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"], + - out[, , "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)"] + - out[, , "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)"], "Emi|GHG|Gross|Energy (Mt CO2eq/yr)") ) @@ -2550,6 +2562,7 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, names.lulucf <- gsub("\\ \\(Mt CO2eq/yr\\)", "|LULUCF national accounting (Mt CO2eq/yr)", names.lulucf) names.lulucf <- gsub("\\ \\(Mt CO2/yr\\)", "|LULUCF national accounting (Mt CO2/yr)", names.lulucf) names.lulucf <- gsub("\\|\\+\\|", "\\|", names.lulucf ) + names.lulucf <- gsub("\\|\\+\\+\\|", "\\|", names.lulucf ) names.lulucf <- gsub("\\|\\+\\+\\+\\|", "\\|", names.lulucf ) getNames(out.lulucf) <- names.lulucf @@ -2715,7 +2728,8 @@ reportEmi <- function(gdx, output = NULL, regionSubsetList = NULL, "Emi|CO2|CDR|EW (Mt CO2/yr)", "Emi|CO2|CDR|OAE (Mt CO2/yr)", "Emi|CO2|CDR|Land-Use Change (Mt CO2/yr)", - "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)" + "Emi|CO2|CDR|Materials|+|Plastics (Mt CO2/yr)", + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry (Mt CO2/yr)" ) # variable names for cumulated emissions variables diff --git a/README.md b/README.md index 814ba249..ef0e9464 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # The REMIND R package (2nd generation) -R package **remind2**, version **1.157.3** +R package **remind2**, version **1.158.0** [![CRAN status](https://www.r-pkg.org/badges/version/remind2)](https://cran.r-project.org/package=remind2) [![R build status](https://github.com/pik-piam/remind2/workflows/check/badge.svg)](https://github.com/pik-piam/remind2/actions) [![codecov](https://codecov.io/gh/pik-piam/remind2/branch/master/graph/badge.svg)](https://app.codecov.io/gh/pik-piam/remind2) [![r-universe](https://pik-piam.r-universe.dev/badges/remind2)](https://pik-piam.r-universe.dev/builds) @@ -49,7 +49,7 @@ In case of questions / problems please contact Renato Rodrigues . +Rodrigues R, Baumstark L, Benke F, Dietrich J, Dirnaichner A, Duerrwaechter J, Führlich P, Giannousakis A, Hasse R, Hilaire J, Klein D, Koch J, Kowalczyk K, Levesque A, Malik A, Merfort A, Merfort L, Morena-Leiva S, Pehl M, Pietzcker R, Rauner S, Richters O, Rottoli M, Schötz C, Schreyer F, Siala K, Sörgel B, Spahr M, Strefler J, Verpoort P, Weigmann P, Rüter T (2024). _remind2: The REMIND R package (2nd generation)_. R package version 1.158.0, . A BibTeX entry for LaTeX users is @@ -58,7 +58,7 @@ A BibTeX entry for LaTeX users is title = {remind2: The REMIND R package (2nd generation)}, author = {Renato Rodrigues and Lavinia Baumstark and Falk Benke and Jan Philipp Dietrich and Alois Dirnaichner and Jakob Duerrwaechter and Pascal Führlich and Anastasis Giannousakis and Robin Hasse and Jérome Hilaire and David Klein and Johannes Koch and Katarzyna Kowalczyk and Antoine Levesque and Aman Malik and Anne Merfort and Leon Merfort and Simón Morena-Leiva and Michaja Pehl and Robert Pietzcker and Sebastian Rauner and Oliver Richters and Marianna Rottoli and Christof Schötz and Felix Schreyer and Kais Siala and Björn Sörgel and Mike Spahr and Jessica Strefler and Philipp Verpoort and Pascal Weigmann and Tonn Rüter}, year = {2024}, - note = {R package version 1.157.3}, + note = {R package version 1.158.0}, url = {https://github.com/pik-piam/remind2}, } ``` diff --git a/inst/compareScenarios/cs_01_summary.Rmd b/inst/compareScenarios/cs_01_summary.Rmd index 4964cf64..9baf6cdb 100644 --- a/inst/compareScenarios/cs_01_summary.Rmd +++ b/inst/compareScenarios/cs_01_summary.Rmd @@ -36,7 +36,8 @@ items <- c( "Emi|CO2|CDR|Industry CCS|Synthetic Fuels", "Emi|CO2|CDR|DACCS", "Emi|CO2|CDR|OAE", - "Emi|CO2|CDR|EW") + "Emi|CO2|CDR|EW", + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry") showAreaAndBarPlots(data, items, tot, scales = "fixed") ``` @@ -63,7 +64,8 @@ items <- c( "Emi|CO2|CDR|Industry CCS|Synthetic Fuels", "Emi|CO2|CDR|DACCS", "Emi|CO2|CDR|OAE", - "Emi|CO2|CDR|EW") + "Emi|CO2|CDR|EW", + "Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry") showAreaAndBarPlots(data, items, tot, scales = "fixed") ``` diff --git a/inst/extdata/additional_summation_checks.csv b/inst/extdata/additional_summation_checks.csv index 0657be02..8261abb3 100644 --- a/inst/extdata/additional_summation_checks.csv +++ b/inst/extdata/additional_summation_checks.csv @@ -23,10 +23,11 @@ Emi|GHG;Emi|GHG|+++|Agriculture;1 Emi|GHG;Emi|GHG|+++|Land-Use Change;1 Emi|GHG;Emi|CO2|CDR|BECCS;1 Emi|GHG;Emi|CO2|CDR|DACCS;1 -Emi|GHG;Emi|CO2|CDR|Industry CCS|Synthetic Fuels;1 Emi|GHG;Emi|CO2|CDR|EW;1 -Emi|GHG;Emi|CO2|CDR|Materials|+|Plastics;1 Emi|GHG;Emi|CO2|CDR|OAE;1 +Emi|GHG;Emi|CO2|CDR|Materials|+|Plastics;1 +Emi|GHG;Emi|CO2|CDR|Industry CCS|Synthetic Fuels;1 +Emi|GHG;Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry;1 ;; # total CO2 emissions by sectors with separation into gross and negative emissions;; Emi|CO2;Emi|CO2|Gross|Energy|Supply|+|Electricity;1 @@ -38,11 +39,12 @@ Emi|CO2;Emi|CO2|Energy|Demand|+|CDR;1 Emi|CO2;Emi|CO2|+|Land-Use Change;1 Emi|CO2;Emi|CO2|+|Industrial Processes;1 Emi|CO2;Emi|CO2|CDR|BECCS;1 -Emi|CO2;Emi|CO2|CDR|Industry CCS|Synthetic Fuels;1 Emi|CO2;Emi|CO2|CDR|DACCS;1 Emi|CO2;Emi|CO2|CDR|EW;1 -Emi|CO2;Emi|CO2|CDR|Materials|+|Plastics;1 Emi|CO2;Emi|CO2|CDR|OAE;1 +Emi|CO2;Emi|CO2|CDR|Materials|+|Plastics;1 +Emi|CO2;Emi|CO2|CDR|Industry CCS|Synthetic Fuels;1 +Emi|CO2;Emi|CO2|Accounted in Other Sectors via CCU|Energy|Industry;1 ;; # total GHG emissions by CO2 sectors and non-CO2 gases;; Emi|GHG 1;Emi|CO2|+|Energy;1 @@ -68,6 +70,7 @@ Emi|CO2|Cumulated;Emi|CO2|Cumulated|CDR|DACCS;1 Emi|CO2|Cumulated;Emi|CO2|Cumulated|CDR|EW;1 Emi|CO2|Cumulated;Emi|CO2|Cumulated|CDR|Materials|Plastics;1 Emi|CO2|Cumulated;Emi|CO2|Cumulated|CDR|OAE;1 +Emi|CO2|Cumulated;Emi|CO2|Cumulated|Accounted in Other Sectors via CCU|Energy|Industry;1 ;; # total CDR;; Emi|CO2|CDR;Emi|CO2|CDR|Land-Use Change;1