| mrremind: MadRat REMIND Input Data Package | mrremind-package mrremind |
| Calculate REMIND final energy variables from historical AGEB values | calcAGEB |
| read biomass supply curves from Magpie emulator | calcBiomassPrices |
| Calculate REMIND variables from historical BP values | calcBP |
| calc Capacity | calcCapacity |
| calc Capacity Factor | calcCapacityFactor |
| calc Capacity Factor | calcCapacityFactorHist |
| Capacity targets from two sources | calcCapTarget |
| Calculate CCS bound indicator for 2025 and 2030 | calcCCSbounds |
| calc CCS capacity | calcCCScapacity |
| Calculate Cooling Type Shares | calcCoolingSharesAll |
| Calculate Cooling Type Shares for the Base Year | calcCoolingSharesBase |
| Calculate Cooling Type Shares for Future Timesteps | calcCoolingSharesFuture |
| Calculate trade costs | calcCostsTrade |
| Calculate Trade Cost | calcCostsTradePeFinancial |
| Calculate costs of transport of enhanced weathering | calcCostsWeathering |
| Aggregated investment cost data for REMIND regions (based on IEA_WEO) | calcDiffInvestCosts |
| Calculates the share of distributed solar pv, wind-onshore/offshore, hydro-small/large from 2015 to 2050. For spv - Only includes grid-connected pv. | calcDspvShare |
| calc Early Retirement Adjustment Factor | calcEarlyRetirementAdjFactor |
| Calculate baseline emissions of waste | calcEconometricEmiParameter |
| calcEDGAR7Fgases | calcEDGAR7Fgases |
| Prepare EDGETransport inputs | calcEDGETransport |
| Calculate EEA emission projections from the two projections sources provided by EEA | calcEEAGHGProjections |
| calc Effort Sharing Reference Emissions | calcEffortSharingRefEmi |
| calc Effort Sharing Target | calcEffortSharingTarget |
| calc Ember | calcEmber |
| calcEmiAirPoll calculate Air Pollution Emissions | calcEmiAirPollLandUse |
| EmiCO2LandUse calculate co2 emissions from land use change | calcEmiCO2LandUse |
| calcEmiLULUCFCountryAcc | calcEmiLULUCFCountryAcc |
| Calculate baseline emissions for maccs for 1990 | calcEmiMac1990 |
| calcEmiPollutantExo calculate EmiPollutantExo based on RCP data | calcEmiPollutantExo |
| calc European Reference Emissions | calcEmiReference |
| calcEmissions | calcEmissions |
| Output for 2 policy cases | calcEmiTarget |
| calc ETS Reference Emissions | calcETSRefEmi |
| Calculate REMIND variables from European Energy Datasheets | calcEuropeanEnergyDatasheets |
| Calculate REMIND emission variables from historical Eurostat (env_air_gge) values | calcEurostatEmissions |
| calculate exogenuous FE and ES demand pathways | calcExogDemScen |
| Calculate expert guesses | calcExpertGuess |
| Calculates FE historical from IEA energy balances, projections from EDGE, and historical values from IEA WEO 2019 | calcFE |
| Calculates Final Energy Demand for Industry, Buildings and Transport | calcFEdemand |
| Returns the EDGE-Buildings data as REMIND variables | calcFeDemandBuildings |
| Calculates FE demand in transport as REMIND variables | calcFeDemandTransport |
| FE Share parameters used in REMIND | calcFEShares |
| Calculate FETaxes | calcFETaxes |
| generate F-Gases based on IMAGE data | calcFGas |
| Floor space in buildings | calcFloorspace |
| calc Fossil Extraction | calcFossilExtraction |
| calcGAINS | calcGAINS |
| Calculate air pollution emissions and emission factors from GAINS data | calcGAINSEmi |
| calcGEA2012 | calcGEA2012 |
| Calc capacities from Global Energy Monitor | calcGlobalEnergyMonitor |
| Gather reference data from various sources. | calcHistorical |
| Calculate Final Energy for the buildings sector from Heat Roadmap Europe scenarios | calcHRE |
| Calculate REMIND emission variables from IEA ETP values | calcIEA_ETP |
| Calculate REMIND variables from IEA Global EV Outlook data | calcIEA_EVOutlook |
| Calculate REMIND variables from IEA World Energy Outlook data. | calcIEA_WorldEnergyOutlook |
| Calc Input Output | calcIO |
| Calculate REMIND variables from historical IRENA capacities. | calcIRENA |
| Calculate selected REMIND energy and emission variables from historical JRC IDEES values | calcJRC_IDEES |
| write KLW damage parameters (from Kotz et al. 2024) into input data they are country-specific and should not be aggregated to the regional level at all | calcKLWdamage |
| Read in abatement potential for CO2 land-use change derived from MAgPIE | calcMACCsCO2 |
| Calculate projected electricity from waste and other fossils using energy demands from IEA Energy Balances. | calcOtherFossilInElectricity |
| Computes Primary Energy variables | calcPE |
| Calculate SubsStationary | calcPETaxes |
| calculates projections for the end of life fate of plastic waste in particular, calculates the share that is incinerated | calcPlasticsEoL |
| Calculate Geothermal potential | calcPotentialGeothermal |
| Calculate hydro potential | calcPotentialHydro |
| Calculate hydro potential | calcPotentialWeathering |
| Calculate wind offshore potential | calcPotentialWindOff |
| Calculate wind onshore potential | calcPotentialWindOn |
| Manufacture production shares for spc and wind | calcProdShares |
| calc Project Pipelines | calcProjectPipelines |
| calc RLDC Coefficients | calcRLDCCoefficients |
| calc Shared Target | calcSharedTarget |
| calcSolar calculate Area, Capacity and Energy for photovoltaics (PV) and contentrated solar power (CSP) | calcSolar |
| calc Capacity Factor | calcStorageFactor |
| calc Tax Convergence | calcTaxConvergence |
| calc Tax Limits | calcTaxLimits |
| write TC damage parameters into input data they are country-specific and should not be aggregated to the regional level at all | calcTCdamage |
| Calculate regional Theil-T index | calcTheil |
| Computes Trade variables based on latest IEA data available | calcTrade |
| calc transport share in GDP | calcTransportGDPshare |
| Calculate REMIND final energy variables from historical UBA values | calcUBA |
| Calculate REMIND emission variables from historical UNFCCC values | calcUNFCCC |
| Calculate waste energy use shares based on IEA World Energy Balances | calcWasteEnergyUseShares |
| Calculate Water Consumption Coefficients | calcWaterConsCoef |
| Calculate Water Withdrawal Coefficients | calcWaterWithCoef |
| Convert AGEB data | convertAGEB |
| Convert Ariadne DB data | convertAriadneDB |
| Converts BGR oil, gas, coal and uranium reserves data | convertBGR |
| Disaggregates and cleans BP data. | convertBP |
| Convert Davies Cooling | convertDaviesCooling |
| Converts Dylan's Australian gas cost to magpie | convertDylanAusGasCost |
| convertEDGAR7Fgases | convertEDGAR7Fgases |
| Convert EDGE Buildings data to data on ISO country level. | convertEdgeBuildings |
| Convert EDGEtransport | convertEDGETransport |
| Convert Ember data | convertEmber |
| Convert European Energy Datasheets | convertEuropeanEnergyDatasheets |
| Converts EU Effort Sharing targets and historical emissions | convertEurostat_EffortSharing |
| convertExpertGuess | convertExpertGuess |
| convertGEA2012 | convertGEA2012 |
| Convert GGDC 10-Sector Database - https://www.rug.nl/ggdc/structuralchange/previous-sector-database/10-sector-2014 | convertGGDC10 |
| Convert Gini | convertGini |
| Convert Global CCS Institute Project Database | convertGlobalCCSinstitute |
| Convert Global Energy Monitor data | convertGlobalEnergyMonitor |
| Convert HRE data | convertHRE |
| Nuclear data from world-nuclear.org | convertIAEA |
| convert IAEA Power Reactor Information System | convertIAEA_PRIS |
| Convert IEA CCUS data | convertIEA_CCUS |
| Convert IEA ETP projections | convertIEA_ETP |
| Convert IEA EV Outlook | convertIEA_EVOutlook |
| convert IEA Hydro Special Market Report | convertIEA_HSMR |
| Convert IEA PVPS data from REMIND regions to iso countries | convertIEA_PVPS |
| Reads the distributed solar pv capacity from IEA Renewables report (2019). | convertIEA_REN |
| Converts IEA World Energy Outlook data | convertIEA_WEO |
| Convert IEA World Energy Outlook Data from 2023 | convertIEA_WorldEnergyOutlook |
| Convert IIASA_subs_taxes data | convertIIASA_subs_taxes |
| Converts IRENA Regional data | convertIRENA |
| convert KLW damage fills in countries for which no damage parameters are provided, setting parameters to zero | convertKLWdamage |
| Converts Final energy demand for feedstocks (non-energy use) | convertnonEnergyDemand |
| Convert NREL data | convertNREL |
| Converts Openmod capacities data | convertOpenmod |
| Reads shares of world manufacture for spv modules and wind turbines. | convertProdShares |
| convertRCP convert RCP data | convertRCP |
| Converts REMIND regional data | convertREMIND_11Regi |
| Convert RemindCesPrices | convertRemindCesPrices |
| Policy targets for REN21 | convertREN21 |
| Convert Stationary data to data on ISO country level. | convertStationary |
| convertStrefler | convertStrefler |
| Convert TCdamage fills in countries not affected by tropical cyclones (TC), setting parameters to zero | convertTCdamageKrichene |
| Convert UBA data | convertUBA |
| Convert UNFCCC data | convertUNFCCC |
| Policy targets for NDCs from UNFCCC_NDC | convertUNFCCC_NDC |
| Convert WGBU data | convertWGBU |
| fullDECENT | fullDECENT |
| fullREMIND | fullREMIND |
| export validation thresholds | fullTHRESHOLDS |
| Generate Validation Data for REMIND | fullVALIDATIONREMIND |
| Read AGEB | readAGEB |
| Read GWP (or other metrics) from the AR6 WGIII Table SM7 per GHG species | readAR6GWP |
| Ariadne database scenario data | readAriadneDB |
| Read BGR oil, gas, coal and uranium reserves data | readBGR |
| BP Capacity and Generation Data | readBP |
| Read Employment factors and cumulative jobs for RE techs (for India) | readCEEW |
| Read Davies Cooling | readDaviesCooling |
| read-in power Australian gas extraction cost curve based on Dylan's data Australian contact: Dylan McConnell, dylan.mcconnell(at)unimelb.edu.au | readDylanAusGasCost |
| Read EDGAR7 emissions data for F-gases per species, in kt of each gas | readEDGAR7Fgases |
| Load an EDGE Buildings file as magclass object. | readEdgeBuildings |
| Read REMIND/EDGE-T iterative input data | readEDGETransport |
| Read Ember Yearly Electricity Data | readEmber |
| Read European Energy Datasheets | readEuropeanEnergyDatasheets |
| Read EU Effort Sharing targets and historical emissions | readEurostat_EffortSharing |
| Read ExpertGuess | readExpertGuess |
| Data from the Global Coal Plant Tracker January 2021 release by Global Energy Monitor (formerly EndCoal/CoalSwarm) | readEndCoal readGCPT |
| read GEA 2012 | readGEA2012 |
| Read GGDC 10-Sector Database - https://www.rug.nl/ggdc/structuralchange/previous-sector-database/10-sector-2014 | readGGDC10 |
| Read Gini | readGini |
| Read Global CCS Institute Project Database | readGlobalCCSinstitute |
| Read Global Energy Monitor data | readGlobalEnergyMonitor |
| Read Heat Roadmap Europe data | readHRE |
| Nuclear data from world-nuclear.org | readIAEA |
| read IAEA Power Reactor Information System | readIAEA_PRIS |
| Read IEA CCUS data | readIEA_CCUS |
| Read IEA ETP projections | readIEA_ETP |
| Read IEA EV Outlook | readIEA_EVOutlook |
| read IEA Hydro Special Market Report | readIEA_HSMR |
| Reads PV investment cost data for 2020 which are based on 2018 data from IEA PVPS report | readIEA_PVPS |
| Reads the distributed solar pv capacity from IEA Renewables report (2019). | readIEA_REN |
| IEA World Energy Investment Outlook (2014) | readIEA_WEIO_2014 |
| Read IEA World Energy Outlook data | readIEA_WEO |
| Read in IEA World Energy Outlook Data from 2023 | readIEA_WorldEnergyOutlook |
| Read IIASA subsidies and taxes | readIIASA_subs_taxes |
| Read IRENA | readIRENA |
| Reads country-specific damage coefficients for the damage function presented in Kotz et al. (2024). Data has been provided by the authors. This contains data for all countries and for 1000 boostrapping realizations per country, capturing uncertainty from climate and empirical modeling. Subtypes are the temperature and temperature^2 coefficients and the maximum temperature per country for which the function is defined. | readKLWdamage |
| readLee Read in Aviation emission data from Lee | readLee |
| Read Macknic Intensities | readMacknickIntensities |
| Read NREL | readNREL |
| Read OECD | convertOECD readOECD |
| Read Openmod capacities data | readOpenmod |
| Reads shares of world manufacture for spv modules and wind turbines. | readProdShares |
| Read PWT | convertPWT readPWT |
| Read RCP Read in RCP data | readRCP |
| Read REMIND region dependent data | readREMIND_11Regi |
| Reads policy database from REN21 2017 with capacity targets or regional technology costs | readREN21 |
| Load Stationary File as magclass object | readStationary |
| Get data on enhanced weathering | readStrefler |
| Reads country-specific damage coefficients for tropical cyclones from Krichene et al. (in prep.). Data has been provided by the authors, but will be made publicly available as well. This contains data for 41 countries (those exposed to tropical cyclones), and two coefficients (constant and linear temperature) | readTCdamageKrichene |
| Read UBA | readUBA |
| Read UNFCCC data | readUNFCCC |
| Reads NDC policy database with capacity, emission, and share targets, originally based on Rogelj et al. 2017 | readUNFCCC_NDC |
| Read WGBU | readWGBU |
| Wrapper around magclass::add_dimension supporting more than one value for the new dimension. For each value, the input magclass object is copied, extended by the new dimension and appended to the output. | toolAddDimensions |
| Aggregate values to n-year averages to suppress volatility | toolAggregateTimeSteps |
| toolBiomassSupplyAggregate The function aggregates biomass supply curves to regionmapping different from H12. It only works if all regions are subregions of H12 regions. The offset parameter (a) is taken from the H12 region. The slope parameter (b) is multiplied by a weight. The weight is the inverse of the share of agricultural area of the subregion in the H12 region. | toolBiomassSupplyAggregate |
| toolCubicFunctionAggregate | toolCubicFunctionAggregate |
| toolCubicFunctionDisaggregate | toolCubicFunctionDisaggregate |
| Sets values for 6 EU countries not belonging to EU 28 but EU 34 to zero if they are NA. Used to avoid EUR region yielding NA because of these countries. | toolFillEU34Countries |
| toolSolarFunctionAggregate | toolSolarFunctionAggregate |
