data/inputs_aggregated.csv

Implementation,Method group,Resource,Resource group,Type,Unit,count,quantile_25,mean,median,quantile_75,std,min,max,Is secondary
Afforestation,Forestry,Other land,Land,Physical,Mha/MtCO2,36,0.024593,0.115652,0.094927,0.197075,0.112368,0.002,0.384615,False
Afforestation,Forestry,Other water,Water,Physical,bcm/MtCO2,2,0.092,0.092,0.092,0.092,0.0,0.092,0.092,True
Agroforestry,Forestry,Arable land,Land,Physical,Mha/MtCO2,12,0.039953,0.450767,0.064101,0.2141,0.90114,0.0025,3.030303,False
Bio-char - Forest biomass,Bio-char,Electrical energy,Energy,Energy,MWh/MtCO2,6,87.5,167000.0,350.0,375000.0,258000.0,0.0,500000.0,True
Bio-char - Forest biomass,Bio-char,Forest biomass,Biomass,Physical,Mt/MtCO2,6,0.34,0.472833,0.37,0.55525,0.201624,0.33,0.82,False
Bio-char - Forest biomass,Bio-char,Other land,Land,Physical,Mha/MtCO2,4,0.056402,0.163201,0.163201,0.27,0.123321,0.056402,0.27,True
Bio-char - Forest biomass,Bio-char,Other water,Water,Physical,bcm/MtCO2,9,0.0,0.000633,0.0001,0.0005,0.001377,-0.0005,0.003,True
Bio-char - Non-forest biomass,Bio-char,Electrical energy,Energy,Energy,MWh/MtCO2,6,87.5,167000.0,350.0,375000.0,258000.0,0.0,500000.0,True
Bio-char - Non-forest biomass,Bio-char,Non-forest biomass,Biomass,Physical,Mt/MtCO2,8,1.142,1.291,1.3395,1.4885,0.33202,0.818,1.667,False
Bio-char - Non-forest biomass,Bio-char,Other land,Land,Physical,Mha/MtCO2,4,0.056402,0.163201,0.163201,0.27,0.123321,0.056402,0.27,True
Bio-char - Non-forest biomass,Bio-char,Other water,Water,Physical,bcm/MtCO2,9,0.0,0.000633,0.0001,0.0005,0.001377,-0.0005,0.003,True
Bio-char - Other biomass,Bio-char,Electrical energy,Energy,Energy,MWh/MtCO2,6,87.5,167000.0,350.0,375000.0,258000.0,0.0,500000.0,True
Bio-char - Other biomass,Bio-char,Other biomass,Biomass,Physical,Mt/MtCO2,48,0.943396,1.924255,1.209221,2.522177,1.937824,0.5,12.86,False
Bio-char - Other biomass,Bio-char,Other land,Land,Physical,Mha/MtCO2,4,0.056402,0.163201,0.163201,0.27,0.123321,0.056402,0.27,True
Bio-char - Other biomass,Bio-char,Other water,Water,Physical,bcm/MtCO2,9,0.0,0.000633,0.0001,0.0005,0.001377,-0.0005,0.003,True
BioCCS with anaerobic digestion/fermentation,Bio-CCS,Non-forest biomass,Biomass,Physical,Mt/MtCO2,6,1.428571,2.689964,1.561743,2.128274,2.62425,1.315,8.0,False
BioCCS with anaerobic digestion/fermentation,Bio-CCS,Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
BioCCS with anaerobic digestion/fermentation,Bio-CCS,Other biomass,Biomass,Physical,Mt/MtCO2,6,1.03357,1.379365,1.14,1.785,0.484913,0.998094,2.0,False
BioCCS with anaerobic digestion/fermentation,Bio-CCS,Other water,Water,Physical,bcm/MtCO2,14,0.395455,0.569805,0.565909,0.654546,0.183277,0.368182,0.913636,True
BioCCS with anaerobic digestion/fermentation & growing biomass,Bio-CCS,Arable land,Land,Physical,Mha/MtCO2,16,0.037937,0.100867,0.058844,0.103034,0.113758,0.022803,0.454545,False
BioCCS with anaerobic digestion/fermentation & growing biomass,Bio-CCS,Other water,Water,Physical,bcm/MtCO2,14,0.395455,0.569805,0.565909,0.654546,0.183277,0.368182,0.913636,True
BioCCS with anaerobic digestion/fermentation & growing biomass,Bio-CCS,Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
BioCCS with combustion,Bio-CCS,Electrical energy,Energy,Energy,MWh/MtCO2,18,27777.78,130975.3,101000.0,111111.1,162410.3,0.0,500000.0,True
BioCCS with combustion,Bio-CCS,Forest biomass,Biomass,Physical,Mt/MtCO2,8,0.560764,0.675481,0.59375,0.838675,0.144419,0.555556,0.8547,False
BioCCS with combustion,Bio-CCS,Thermal energy other grade,Energy,Energy,MWh/MtCO2,22,347222.2,1006242.0,930611.1,1025000.0,1052440.0,0.0,4000000.0,True
BioCCS with combustion,Bio-CCS,Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
BioCCS with combustion,Bio-CCS,Other biomass,Biomass,Physical,Mt/MtCO2,8,0.916667,1.264167,1.14,1.625,0.528225,0.666667,2.0,False
BioCCS with combustion,Bio-CCS,Other chemical,Chemicals,Physical,Mt/MtCO2,20,0.00027,4.044119,0.00316,0.016,8.287794,0.00013,20.2,True
BioCCS with combustion,Bio-CCS,Other water,Water,Physical,bcm/MtCO2,32,0.006475,0.312937,0.201625,0.542046,0.343155,0.00063,1.296342,True
BioCCS with combustion & growing biomass,Bio-CCS,Arable land,Land,Physical,Mha/MtCO2,32,0.038,0.20054,0.0584,0.094595,0.46566,0.022803,1.9451,False
BioCCS with combustion & growing biomass,Bio-CCS,Electrical energy,Energy,Energy,MWh/MtCO2,18,27777.78,130975.3,101000.0,111111.1,162410.3,0.0,500000.0,True
BioCCS with combustion & growing biomass,Bio-CCS,Thermal energy other grade,Energy,Energy,MWh/MtCO2,22,347222.2,1006242.0,930611.1,1025000.0,1052440.0,0.0,4000000.0,True
BioCCS with combustion & growing biomass,Bio-CCS,Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
BioCCS with combustion & growing biomass,Bio-CCS,Other chemical,Chemicals,Physical,Mt/MtCO2,20,0.00027,4.044119,0.00316,0.016,8.287794,0.00013,20.2,True
BioCCS with combustion & growing biomass,Bio-CCS,Other water,Water,Physical,bcm/MtCO2,32,0.006475,0.312937,0.201625,0.542046,0.343155,0.00063,1.296342,True
"Coastal revegetation (mangrove, seaweeds, etc.)",Blue carbon,Non-arable land,Land,Physical,Mha/MtCO2,11,0.043295,0.132018,0.120566,0.197449,0.117064,0.0078,0.328289,False
Cropland management,"Soil carbon sequestration (crop, grasslands)",Arable land,Land,Physical,Mha/MtCO2,14,0.27062,1.277946,0.420635,1.052335,2.329779,0.082645,9.0,False
Durable biobased products,Durable biobased products,Electrical energy,Energy,Energy,MWh/MtCO2,2,4000000.0,4000000.0,4000000.0,4000000.0,0.0,4000000.0,4000000.0,True
Durable biobased products,Durable biobased products,Non-arable land,Land,Physical,Mha/MtCO2,2,6.0,6.0,6.0,6.0,0.0,6.0,6.0,True
Durable biobased products,Durable biobased products,Other biomass,Biomass,Physical,Mt/MtCO2,6,1.267857,2.607143,3.571429,3.892857,1.842663,0.0,4.0,False
Durable biobased products,Durable biobased products,Other water,Water,Physical,bcm/MtCO2,2,0.0002,0.0003,0.0003,0.0004,0.000283,0.0001,0.0005,True
Electrochemical DACCS,Direct air carbon capture and storage (DACCS),Electrical energy,Energy,Energy,MWh/MtCO2,10,333333.3,2032081.0,784125.0,2750000.0,2378833.0,252556.0,6222222.0,False
Electrochemical DACCS,Direct air carbon capture and storage (DACCS),Non-arable land,Land,Physical,Mha/MtCO2,14,0.000272,0.002662,0.000324,0.000881,0.005657,0.000223,0.016,True
Electrochemical DACCS,Direct air carbon capture and storage (DACCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
Electrochemical DACCS,Direct air carbon capture and storage (DACCS),Other water,Water,Physical,bcm/MtCO2,6,0.002,0.011,0.005,0.0215,0.012522,0.001,0.027,False
Electrochemical OAE,Ocean alkalinity enhancement,Electrical energy,Energy,Energy,MWh/MtCO2,8,1600000.0,2241250.0,2150000.0,2500000.0,1283594.0,830000.0,5000000.0,False
Electrochemical OAE,Ocean alkalinity enhancement,Non-arable land,Land,Physical,Mha/MtCO2,2,0.00086,0.00101,0.00101,0.00116,0.000424,0.00071,0.00131,True
Electrochemical OAE,Ocean alkalinity enhancement,Shoreline,Shoreline,Physical,km/MtCO2,2,0.012,0.012,0.012,0.012,0.0,0.012,0.012,False
Electrochemical OAE,Ocean alkalinity enhancement,Other mineral,Minerals,Physical,Mt/MtCO2,4,2.4,2.95,2.95,3.5,0.635085,2.4,3.5,False
Enhanced weathering - Basalt mineral,Enhanced weathering,Arable land,Land,Physical,Mha/MtCO2,28,0.12875,0.548974,0.25,0.5,0.709916,1E-06,2.5,True
Enhanced weathering - Basalt mineral,Enhanced weathering,Basalt mineral,Minerals,Physical,Mt/MtCO2,25,3.33,5.773042,4.3,5.3,4.967901,1.0,19.0,False
Enhanced weathering - Basalt mineral,Enhanced weathering,Electrical energy,Energy,Energy,MWh/MtCO2,8,92850.0,593431.3,388750.0,500000.0,904565.7,9250.0,2775000.0,True
Enhanced weathering - Basalt mineral,Enhanced weathering,Non-arable land,Land,Physical,Mha/MtCO2,12,0.004429,11.43247,0.009065,28.57143,17.2264,0.0009,40.0,True
Enhanced weathering - Basalt mineral,Enhanced weathering,Other water,Water,Physical,bcm/MtCO2,5,0.0005,0.010466,0.000866,0.000866,0.022102,0.0001,0.05,True
Enhanced weathering - Olivine mineral,Enhanced weathering,Arable land,Land,Physical,Mha/MtCO2,28,0.12875,0.548974,0.25,0.5,0.709916,1E-06,2.5,True
Enhanced weathering - Olivine mineral,Enhanced weathering,Electrical energy,Energy,Energy,MWh/MtCO2,8,92850.0,593431.3,388750.0,500000.0,904565.7,9250.0,2775000.0,True
Enhanced weathering - Olivine mineral,Enhanced weathering,Non-arable land,Land,Physical,Mha/MtCO2,12,0.004429,11.43247,0.009065,28.57143,17.2264,0.0009,40.0,True
Enhanced weathering - Olivine mineral,Enhanced weathering,Olivine mineral,Minerals,Physical,Mt/MtCO2,26,0.909091,1.429511,1.25,1.58,0.941247,0.27027,3.7,False
Enhanced weathering - Olivine mineral,Enhanced weathering,Other water,Water,Physical,bcm/MtCO2,5,0.0005,0.010466,0.000866,0.000866,0.022102,0.0001,0.05,True
Enhanced weathering - Wollastonite mineral,Enhanced weathering,Arable land,Land,Physical,Mha/MtCO2,28,0.12875,0.548974,0.25,0.5,0.709916,1E-06,2.5,True
Enhanced weathering - Wollastonite mineral,Enhanced weathering,Electrical energy,Energy,Energy,MWh/MtCO2,8,92850.0,593431.3,388750.0,500000.0,904565.7,9250.0,2775000.0,True
Enhanced weathering - Wollastonite mineral,Enhanced weathering,Non-arable land,Land,Physical,Mha/MtCO2,12,0.004429,11.43247,0.009065,28.57143,17.2264,0.0009,40.0,True
Enhanced weathering - Wollastonite mineral,Enhanced weathering,Other water,Water,Physical,bcm/MtCO2,5,0.0005,0.010466,0.000866,0.000866,0.022102,0.0001,0.05,True
Enhanced weathering - Wollastonite mineral,Enhanced weathering,Wollastonite mineral,Minerals,Physical,Mt/MtCO2,8,1.321429,1.629643,1.564286,1.83,0.742366,0.56,3.0,False
Enhanced weathering - Other mineral,Enhanced weathering,Arable land,Land,Physical,Mha/MtCO2,28,0.12875,0.548974,0.25,0.5,0.709916,1E-06,2.5,True
Enhanced weathering - Other mineral,Enhanced weathering,Electrical energy,Energy,Energy,MWh/MtCO2,8,92850.0,593431.3,388750.0,500000.0,904565.7,9250.0,2775000.0,True
Enhanced weathering - Other mineral,Enhanced weathering,Non-arable land,Land,Physical,Mha/MtCO2,12,0.004429,11.43247,0.009065,28.57143,17.2264,0.0009,40.0,True
Enhanced weathering - Other mineral,Enhanced weathering,Other mineral,Minerals,Physical,Mt/MtCO2,19,1.315789,6.356736,2.5,8.625,7.726415,0.5,25.0,False
Enhanced weathering - Other mineral,Enhanced weathering,Other water,Water,Physical,bcm/MtCO2,5,0.0005,0.010466,0.000866,0.000866,0.022102,0.0001,0.05,True
Forest management,Forestry,Other land,Land,Physical,Mha/MtCO2,2,0.438675,0.76865,0.76865,1.098625,0.93331,0.1087,1.4286,False
High-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Electrical energy,Energy,Energy,MWh/MtCO2,32,361111.1,423787.8,462961.1,500000.0,163178.3,77000.0,770000.0,False
High-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Non-arable land,Land,Physical,Mha/MtCO2,23,2.2e-08,0.000229,0.000223,0.000298,0.000299,1.5e-10,0.000991,False
High-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Thermal energy high grade,Energy,Energy,MWh/MtCO2,38,1472222.0,1954835.0,1750000.0,2314815.0,643937.6,1125000.0,3800000.0,False
High-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
High-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Other water,Water,Physical,bcm/MtCO2,16,0.002502,0.010221,0.0047,0.00818,0.015887,5E-09,0.05,True
Low-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Electrical energy,Energy,Energy,MWh/MtCO2,44,218000.0,895320.2,462961.1,690000.0,1255695.0,130000.0,4611111.0,False
Low-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Non-arable land,Land,Physical,Mha/MtCO2,23,6.25e-08,0.000238,0.000223,0.000298,0.000294,1E-11,0.000991,False
Low-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Thermal energy low grade,Energy,Energy,MWh/MtCO2,30,1432500.0,1678215.0,1500000.0,2062500.0,516794.3,638888.9,2722222.0,False
Low-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
Low-temp DACCS (solid-sorbent/liquid-solvent),Direct air carbon capture and storage (DACCS),Other water,Water,Physical,bcm/MtCO2,14,7.5e-10,0.003187,0.001008,0.004925,0.005238,-0.002,0.015,True
Mineral OAE / Ocean liming,Ocean alkalinity enhancement,Electrical energy,Energy,Energy,MWh/MtCO2,12,323625.0,1153583.0,606500.0,1755000.0,1286024.0,27000.0,4000000.0,True
Mineral OAE / Ocean liming,Ocean alkalinity enhancement,Non-arable land,Land,Physical,Mha/MtCO2,4,0.0,0.000505,0.000355,0.00086,0.000632,0.0,0.00131,True
Mineral OAE / Ocean liming,Ocean alkalinity enhancement,Thermal energy other grade,Energy,Energy,MWh/MtCO2,6,1388889.0,1257630.0,1458944.0,1529000.0,542588.8,160000.0,1550000.0,True
Mineral OAE / Ocean liming,Ocean alkalinity enhancement,Other mineral,Minerals,Physical,Mt/MtCO2,8,1.62,2.489,1.743,2.5895,1.554598,1.4,5.0,False
Mineral OAE / Ocean liming,Ocean alkalinity enhancement,Other water,Water,Physical,bcm/MtCO2,2,0.000678,0.000678,0.000678,0.000678,0.0,0.000678,0.000678,True
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Electrical energy,Energy,Energy,MWh/MtCO2,8,83333.33,1104167.0,83333.33,1375000.0,1793811.0,0.0,4000000.0,False
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Non-arable land,Land,Physical,Mha/MtCO2,12,0.000587,0.001065,0.000639,0.000873,0.001064,0.000223,0.0033,False
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Thermal energy other grade,Energy,Energy,MWh/MtCO2,4,1479167.0,1715278.0,1819444.0,2055556.0,534015.3,1000000.0,2222222.0,False
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Other mineral,Minerals,Physical,Mt/MtCO2,4,0.15,0.225,0.2,0.275,0.206155,0.0,0.5,False
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
Mineral looping DACCS,Direct air carbon capture and storage (DACCS),Other water,Water,Physical,bcm/MtCO2,6,0.000125,0.006762,0.0002,0.010068,0.011116,0.0,0.026714,True
Mineralization ex-situ,Mineralization,Electrical energy,Energy,Energy,MWh/MtCO2,8,500000.0,1062500.0,750000.0,1250000.0,979704.8,0.0,3000000.0,False
Mineralization ex-situ,Mineralization,Non-arable land,Land,Physical,Mha/MtCO2,4,0.000298,0.000522,0.000436,0.000659,0.000342,0.000223,0.000991,False
Mineralization ex-situ,Mineralization,Olivine mineral,Minerals,Physical,Mt/MtCO2,2,0.8,0.8,0.8,0.8,0.0,0.8,0.8,False
Mineralization ex-situ,Mineralization,Thermal energy other grade,Energy,Energy,MWh/MtCO2,4,400000.0,575000.0,450000.0,625000.0,287228.1,400000.0,1000000.0,False
Mineralization ex-situ,Mineralization,Other mineral,Minerals,Physical,Mt/MtCO2,22,0.4375,3.935,3.0,7.0,3.647722,0.04,10.0,False
Mineralization ex-situ,Mineralization,Other water,Water,Physical,bcm/MtCO2,14,0.0002,0.050004,0.00545,0.0145,0.106908,0.0,0.3,False
Moisture swing DACCS,Direct air carbon capture and storage (DACCS),Electrical energy,Energy,Energy,MWh/MtCO2,4,316000.0,324666.7,324666.7,333333.3,10007.4,316000.0,333333.3,False
Moisture swing DACCS,Direct air carbon capture and storage (DACCS),Non-arable land,Land,Physical,Mha/MtCO2,8,0.000169,0.000331,0.000272,0.00038,0.000319,8E-06,0.000991,False
Moisture swing DACCS,Direct air carbon capture and storage (DACCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
Moisture swing DACCS,Direct air carbon capture and storage (DACCS),Other water,Water,Physical,bcm/MtCO2,4,-0.00015,0.000427,0.000427,0.001,0.000662,-0.00015,0.001,False
Pasture management,"Soil carbon sequestration (crop, grasslands)",Arable land,Land,Physical,Mha/MtCO2,24,0.102253,0.442368,0.252422,0.522974,0.522145,0.071894,2.289744,False
Reforestation,Forestry,Other land,Land,Physical,Mha/MtCO2,34,0.044459,1.564102,0.094927,0.1887,6.825803,0.002,38.8,False
Reforestation,Forestry,Other water,Water,Physical,bcm/MtCO2,2,0.092,0.092,0.092,0.092,0.0,0.092,0.092,True
pH swing,Direct ocean carbon capture and storage (DOCCS),Electrical energy,Energy,Energy,MWh/MtCO2,28,980000.0,2205112.0,1768000.0,3302500.0,1381909.0,660000.0,4670000.0,False
pH swing,Direct ocean carbon capture and storage (DOCCS),Salt water,Water,Physical,bcm/MtCO2,4,0.435,4.78,4.78,9.125,5.017174,0.435,9.125,False
pH swing,Direct ocean carbon capture and storage (DOCCS),Geologic storage,Storage,Physical,Mt/MtCO2,1,1.0,1.0,1.0,1.0,0.0,1.0,1.0,False
pH swing,Direct ocean carbon capture and storage (DOCCS),Other water,Water,Physical,bcm/MtCO2,4,0.217391,6.608696,6.608696,13.0,7.380043,0.217391,13.0,False