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Inter-Sectoral Impact Model Intercomparison Project

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Simulation round

ISIMIP2a (13794)

ISIMIP2b (94380)

ISIMIP3b (12)

Product

input (431)

input secondary (79)

output (107588)

output secondary (88)

Data Set or Type

Climate atmosphere observed (88)

Climate atmosphere simulated (288)

GDP (5)

Impact model output (107676)

Land use (66)

Nitrogen deposition (24)

Nitrogen desposition (2)

Nitrogen fertilizer (15)

Population (10)

Sea-level rise (12)

Bias-Correction Target

EWEMBI (94234)

EWEMBI-ISIMIP3BASD2 (10)

NoBC (12920)

W5E5-ISIMIP3BASD2 (10)

Spatial Coverage

Global (12)

Global land (100514)

Global ocean (485)

Regional land (6)

Regional ocean (614)

River basin (6555)

Country

ALL (100526)

Australia (105)

Brazil (130)

Canada (58)

China (369)

Colombia (130)

Ecuador (130)

Ethiopia (21)

Finland (3)

Germany (630)

Guinea (670)

India (117)

Mali (670)

NA (12)

Netherlands (630)

Niger (670)

Nigeria (670)

Peru (130)

Portugal (21)

Russia (66)

Spain (21)

Sudan (21)

Switzerland (630)

USA (669)

Sector

Agriculture (15244)

Biomes (58835)

Health (30)

Lakes Global (926)

Marine Ecosystems and Fisheries Global (473)

Marine Ecosystems and Fisheries Regional (614)

Permafrost (16493)

Terrestrial Biodiversity (310)

Water Global (8196)

Water Regional (6555)

Impact model

ALBM (284)

APECOSM (15)

BOATS (132)

BioScen15-MEM-GAM (60)

BioScen15-MEM-GBM (60)

BioScen15-SDM-GAM (142)

BioScen15-SDM-GBM (48)

CARAIB (27053)

CGMS-WOFOST (168)

CLM-Crop (378)

CLM40 (20)

CLM45 (4161)

CLM50 (48)

DBEM (12)

DBH (122)

DBPM (30)

DLEM (260)

ECOMAG (3)

EPIC-BOKU (432)

EPIC-IIASA (182)

EPIC-TAMU (80)

EcoOcean (251)

EwE adriatic-sea (132)

EwE baltic-sea (130)

EwE cook-strait (108)

EwE east-bass-strait (90)

GEPIC (3022)

H08 (1290)

HBV-IWW (16)

HBV-JLU (9)

HBV-PIK (8)

HYMOD-JLU (5)

HYMOD-UFZ (42)

HYPE (206)

IAPRAS-DSS (6)

JULES-B1 (383)

JULES-ES-55 (496)

JULES-W1 (290)

LAKE (162)

LPJ-GUESS (9686)

LPJmL (27557)

MACROECOLOGICAL (33)

MATSIRO (1318)

MPI-HM (338)

ORCHIDEE (10372)

ORCHIDEE-Crop (209)

ORCHIDEE-DGVM (4888)

OSMOSE humboldt-n (154)

PCR-GLOBWB (862)

PEGASUS (156)

PEPIC (1488)

PRYSBI2 (32)

SIMSTRAT-UoG (256)

SWAP (20)

SWAT-CMA (1)

SWAT-IITGN (4)

SWAT-SGGW (1)

SWAT-TAMU (1)

SWAT-UFZ (96)

SWAT-VUB (2)

SWBM (16)

SWIM-CMA (1)

SWIM-NVE (1397)

SWIM-PIK (2185)

TRM-Tsukuba (30)

VEGAS (176)

VIC (112)

VIC-CMA (1)

VIC-HHU (13)

VIC-IITGN (1)

VIC-NVE (972)

VIP (2)

VISIT (1155)

WaterGAP2 (940)

WaterGAP3 (37)

mHM (1532)

pAPSIM (576)

pDSSAT (720)

Climate forcing

EWEMBI (26)

GFDL-ESM2M (21434)

GFDL-Reanalysis (126)

GSWP3 (2419)

GSWP3-EWEMBI (10)

GSWP3-W5E5 (10)

HadGEM2-ES (23229)

IPSL-CM5A-LR (27415)

MIROC5 (23189)

PGFv2 (2296)

W5E5 (12)

WFD (3587)

WFDEI (4371)

Climate scenario

historical (22128)

piControl (35715)

rcp26 (28255)

rcp45 (305)

rcp60 (17273)

rcp85 (4388)

Simulation period

future (53469)

future extended (17011)

historical (29863)

pre-industrial (7333)

Time frequency

30yr-mean (310)

day (4852)

fx (126)

mon (22681)

seas (96)

yr (80121)

Variable

admeluse (64)

adomuse (50)

adomww (112)

aet (2246)

airruse (182)

airrusegreen (102)

airrww (278)

albedo (146)

aliveuse (38)

aliveww (38)

amanuse (8)

amanww (70)

amphibiansr (40)

amphibiansumprob (32)

an-tot-heat-all (30)

anth-day (288)

arainfusegreen (106)

atotuse (38)

b10cm (171)

b10cm-bendet (5)

b30cm (171)

b30cm-bendet (5)

bcom (88)

biom (2182)

birdsr (40)

birdsumprob (32)

blarge (22)

bmed (22)

bottemp (12)

bsmall (22)

burntarea (618)

cLeaf (8)

canopystor (94)

clarge (11)

clitter (641)

cmed (11)

croot (8)

csmall (11)

csoil (601)

csoil-slow (5)

cveg (8678)

cvegag (8)

cvegbg (8)

cwood (8)

dis (2504)

ecoatmflux (581)

endamphibiansumprob (15)

endbirdsumprob (15)

endmammalsumprob (16)

esoil (477)

evap (2724)

extcoeff (12)

fapar (62)

firefrac (15)

fireint (543)

gdp (5)

gpp (14405)

groundwstor (38)

gsprcp (546)

gsrsds (478)

harv-day (40)

hurs (8)

hursAdjust (24)

huss (8)

hussAdjust (24)

icedur (32)

iceend (32)

icestart (32)

icetemp (9)

icethick (66)

initr (918)

intercep (517)

lai (8891)

lakeheatf (65)

lakeicefrac (102)

lakestor (41)

landuse-15crops (15)

landuse-5crops (15)

landuse-pastures (15)

landuse-totals (15)

landuse-urbanareas (6)

latentheatf (65)

leach (172)

lwup (53)

mammalsr (40)

mammalsumprob (32)

maty-day (620)

matyday (1216)

maxdis (74)

mindis (66)

momf (51)

n-fertilizer-5crops (15)

nhx (13)

noy (13)

npp (14541)

npp-abovegroundwood (64)

npp-belowgroundwood (64)

npp-landleaf (52)

npp-landroot (52)

npp-landwood (52)

pdomuse (62)

pft (13949)

pidmeluse (8)

pidmelww (8)

pirruse (278)

pirrusegreen (102)

pirrww (1884)

plant-day (612)

plantday (1216)

plantyear (328)

pmanuse (62)

population (10)

potevap (406)

pr (8)

prAdjust (24)

prsn (4)

prsnAdjust (24)

ps (8)

psAdjust (24)

psl (2)

pslAdjust (24)

ptotuse (38)

ptotww (38)

qg (274)

qr (1184)

qs (819)

qsb (399)

qtot (1709)

ra (5017)

reservoirstor (94)

rh (617)

riverstor (94)

rlds (8)

rldsAdjust (24)

rootmoist (581)

rr (48)

rsds (8)

rsdsAdjust (24)

sealevelrise-total (12)

sedheatf (28)

sensheatf (65)

sfcWind (8)

sfcWindAdjust (24)

snd (441)

snowtemp (9)

snowthick (66)

soilmoist (2229)

soilmoistfroz (306)

somcfire (31)

sumt (478)

surftemp (12)

swe (903)

swup (53)

tas (8)

tasAdjust (24)

tasmax (8)

tasmaxAdjust (24)

tasmin (8)

tasminAdjust (24)

tc (140)

tcb (204)

thawdepth (535)

thermodepth (29)

thramphibiansumprob (16)

thrbirdsumprob (16)

thrmammalsumprob (16)

tla (49)

trans (819)

tsb (155)

tsl (695)

tws (308)

uas (1)

vas (1)

watertemp (96)

wetlandstor (38)

yield (2372)

Variable long name

Accumulated precipitation (Planting to Harvest) (546)

Actual Domestic Water Consumption (50)

Actual Domestic Water Withdrawal (112)

Actual Green Water Consumption on Rainfed Cropland (106)

Actual Growing Season et (2246)

Actual Irrigation Green Water Consumption (102)

Actual Irrigation Water Consumption (182)

Actual Irrigation Water Withdrawal (278)

Actual Livestock Water Consumption (38)

Actual Livestock Water Withdrawal (38)

Actual Manufacturing Water Consumption (8)

Actual Manufacturing Water Withdrawal (70)

Actual Total Water Consumption (38)

Actual Water Consumption from Domestic, Manufacturing, Electricity and Livestock (4)

Actual Water Withdrawal from Domestic Manufacturing Electricity and Livestock Use (60)

Albedo at Surface (146)

Amphibian summed probability of occurrence (32)

Annual Maximum Thaw Depth (535)

Anorganic Nitrogen Application Rate (918)

Anthesis Date (288)

Bias-Corrected Daily Maximum Near-Surface Air Temperature (24)

Bias-Corrected Daily Minimum Near-Surface Air Temperature (24)

Bias-Corrected Near-Surface Air Temperature (24)

Bias-Corrected Near-Surface Relative Humidity (24)

Bias-Corrected Near-Surface Specific Humidity (24)

Bias-Corrected Near-Surface Wind Speed (24)

Bias-Corrected Precipitation (24)

Bias-Corrected Sealevel Air Pressure (24)

Bias-Corrected Snowfall Flux (24)

Bias-Corrected Surface Air Pressure (24)

Bias-Corrected Surface Downwelling Longwave Radiation (24)

Bias-Corrected Surface Downwelling Shortwave Radiation (24)

Biomass Density of Benthic Detritivores >10cm (5)

Biomass Density of Benthic Detritivores >30cm (5)

Biomass Density of Commercial Species (88)

Biomass Density of Consumers >10cm (171)

Biomass Density of Consumers >30cm (171)

Biomass Density of Large Consumers (22)

Biomass Density of Medium Size Consumers (22)

Biomass Density of Small Size Consumers (22)

Burnt Area Fraction (633)

Canopy Water Storage (94)

Carbon Mass Flux into Atmosphere due to Autotrophic (Plant) Respiration on Land (5017)

Carbon Mass Flux into Atmosphere due to CO2 Emission from Fire (543)

Carbon Mass Flux into Atmosphere due to Heterotrophic Respiration on Land (617)

Carbon Mass Flux out of Atmosphere due to Gross Primary Production on Land (14405)

Carbon Mass Flux out of Atmosphere due to Net Primary Production Above Ground Wood (64)

Carbon Mass Flux out of Atmosphere due to Net Primary Production Below Ground Wood (64)

Carbon Mass Flux out of Atmosphere due to Net Primary Production on Land (14541)

Carbon Mass in Above Ground Vegetation Biomass (8)

Carbon Mass in Below Ground Vegetation Biomass (8)

Carbon Mass in Leaves (8)

Carbon Mass in Litter Pool (641)

Carbon Mass in Roots (8)

Carbon Mass in Slow Soil Pool (5)

Carbon Mass in Soil Pool (601)

Carbon Mass in Vegetation (8678)

Carbon Mass in Wood (8)

Carbon loss due to peat burning (31)

Catch of Large Size Consumers (11)

Catch of Medium Size Consumers (11)

Catch of Small Size Consumers (11)

Daily Maximum Near-Surface Air Temperature (8)

Daily Minimum Near-Surface Air Temperature (8)

Daily Sum of Mean Temperature Over Growing Season (478)

Depth of Thermocline (29)

Discharge (2504)

Downward Heat Flux at Lake-Atmosphere Interface (65)

Duration of Stratification (32)

Eastward Near-Surface Wind (1)

Ecosystem-Atmosphere Carbon Flux (581)

Fraction of Photosynthetically Active Radiation (62)

Gross Domestic Product (GDP) (5)

Ground Water Recharge (1184)

Ground Water Runoff (274)

Groundwater Storage (38)

Harvest Date (40)

Ice Temperature (9)

Ice Thickness (66)

Interception (517)

Lake Layer Ice Mass Fraction (102)

Lake Storage (41)

Landuse 15 Crops (15)

Landuse 5 Crops (15)

Landuse Pastures (15)

Landuse Totals (15)

Landuse urbanareas (6)

Latent Heat Flux at Lake-Atmosphere Interface (65)

Leaf Area Index (8891)

Light Extinction Coefficient (12)

Loss of Lake Ice Cover (32)

Maturity Date (1836)

Momentum Flux at Lake-Atmosphere Interface (51)

Monthly Maximum of Daily Discharge (74)

Monthly Minimum of Daily Discharge (66)

Near-Surface Air Temperature (8)

Near-Surface Relative Humidity (8)

Near-Surface Specific Humidity (8)

Near-Surface Wind Speed (8)

Net Primary Production on Land Allocated to Fine Root Biomass (52)

Net Primary Production on Land Allocated to Leaf Biomass (52)

Net Primary Production on Land Allocated to Wood Biomass (52)

Nitrogen Fertilizer 5 Crops (15)

Nitrogen Leached (172)

Northward Near-Surface Wind (1)

Number of Deaths Attributable to Heat in All Age Groups (30)

Onset of Lake Ice Cover (32)

Oxidized nitrogen NOy (13)

Plant Functional Type Grid Fraction (13949)

Planting Date (1828)

Planting Year (328)

Population (10)

Potential Domestic Water Consumption (62)

Potential Evaporation (406)

Potential Green Water Consumption on Irrigated Cropland (102)

Potential Irrigation Water Consumption (278)

Potential Irrigation Water Withdrawal (1884)

Potential Manufacturing Water Consumption (62)

Potential Total Water Consumption (38)

Potential Total Water Withdrawal (38)

Potential Water Consumption from Irrigation, Domestic, Manufacturing, Electricity, Livestock (8)

Potential Water Withdrawal from Irrigation, Domestic, Manufacturing, Electricity, Livestock (8)

Precipitation (8)

Reduced Nitrogen NHx (13)

Reservoir Storage (94)

River Storage (94)

Root autotrophic respiration (48)

Sealevel Air Pressure (2)

Season Incoming Solar Shortwave Radiation (478)

Sensible Heat Flux at Lake-Atmosphere Interface (65)

Snow Depth (441)

Snow Temperature (9)

Snow Thickness (66)

Snow Water Equivalent (903)

Snowfall Flux (4)

Soil Frozen Water Content (306)

Species richness per cell of amphibian species (40)

Species richness per cell of terrestrial bird species (40)

Species richness per cell of terrestrial mammal species (40)

Subsurface Runoff (399)

Summed probability of endemic terrestrial bird species (32)

Summed probability of occurrence per cell of endemic amphibian species (15)

Summed probability of occurrence per cell of endemic terrestrial bird species (15)

Summed probability of occurrence per cell of endemic terrestrial mammal species (16)

Summed probability of occurrence per cell of threatened amphibian species (16)

Summed probability of occurrence per cell of threatened terrestrial bird species (16)

Summed probability of occurrence per cell of threatened terrestrial mammal species (16)

Surface Air Pressure (8)

Surface Downwelling Longwave Radiation (8)

Surface Downwelling Shortwave Radiation (8)

Surface Runoff (819)

Temperature of Lake Bottom Water (12)

Temperature of Lake Surface Water (12)

Temperature of Lake Water (96)

Temperature of Soil (695)

Terrestrial mammal summed probability of occurrence (32)

Total Catch (140)

Total Commercial Landings (49)

Total Consumer Biomass Density (204)

Total Evapotranspiration (2724)

Total Runoff (1709)

Total Sea-level Rise (12)

Total Soil Moisture Content (2229)

Total Soil Moisture Content Available for Evapotranspiration (581)

Total System Biomass Density (155)

Total Water Storage (308)

Total above ground biomass dry matter yields (2182)

Transpiration (819)

Upward Long-Wave Radiation Flux at Lake-Atmosphere Interface (53)

Upward Sediment Heat Flux (28)

Upward Short-Wave Radiation Flux at Lake-Atmosphere Interface (53)

Water Evaporation from Soil (477)

Wetland Storage (38)

Yields (2372)

Licence

CC BY 4.0 (106151)

CC BY-NC 4.0 (1749)

CC BY-SA 4.0 (286)

Human influences scenarios

CO2 fertilization

2005co2 (13533)

co2 (93017)

co2const (9)

Socio-economic scenario

1860soc (14633)

2005soc (44703)

2100rcp26soc (4673)

histsoc (8754)

nat (701)

nosoc (8453)

pressoc (1341)

rcp26soc (6805)

rcp60soc (6809)

ssp1soc (1)

ssp2soc (1)

ssp3soc (1)

ssp4soc (1)

ssp5soc (1)

varsoc (3422)

Sector-specific filters

Agriculture Crop

Barley (90)

Bean (90)

Cassava (616)

Cotton (63)

Field Pea (526)

Ground Nuts (616)

Maize (2454)

Managed Grass (119)

Millet (736)

Potato (90)

Rapeseed (616)

Rice (2154)

Rye (90)

Sorghum (354)

Soy (2414)

Sugar Beet (604)

Sugarcane (589)

Sun Flower (616)

Wheat (2407)

Agriculture Irrigation

full irrigation (firr) (7942)

no irrigation (noirr) (7302)

Agriculture Harmonization

default (3115)

full harmonization (fullharm) (1255)

no N constrains (harmnon) (2042)

Vegetation Type

Biomes PFT

all (12453)

bare (683)

bare-ground (134)

bdt (27)

bet te (27)

bet tr (27)

bine (493)

biograss-irrigated (402)

biograss-rainfed (402)

biotree-irrigated (402)

biotree-rainfed (402)

bne (493)

bns (493)

bobrsu (695)

bondev (693)

bondsu (689)

boreal-broadleaved-summergreen-tree (402)

boreal-needleleaved-evergreen-tree (402)

boreal broadleaved summergreen tree (10)

boreal needleleaved evergreen tree (10)

brevdtt (592)

brevdttht (591)

brevstdit (591)

brevtecds (592)

brevtewms (592)

brevtrt (591)

brevxs (592)

broadleaf-deciduous-shrub-boreal (65)

broadleaf-deciduous-shrub-temperate (65)

broadleaf-deciduous-tree-boreal (65)

broadleaf-deciduous-tree-temperate (65)

broadleaf-deciduous-tree-tropical (65)

broadleaf-evergreen-shrub-temperate (65)

broadleaf-evergreen-tree-temperate (65)

broadleaf-evergreen-tree-tropical (65)

broadleaftrees (6)

brrgtrt (591)

brsuas (592)

brsutecds (592)

brsutecdt (591)

brsuteclt (591)

brsutewms (592)

brsutewmt (591)

c3 (27)

c3-arctic-grass (65)

c3-crop-irrigated (65)

c3-crop-rainfed (65)

c3-non-arctic-grass (65)

c3-perennial-grass (402)

c3 perennial grass (10)

c3dh (592)

c3g (493)

c3g-agr (445)

c3gra (697)

c3grasses (6)

c3hh (592)

c3p (569)

c3pas (657)

c3ras (36)

c3sum (693)

c3win (705)

c4 (27)

c4-grass (65)

c4-perennial-grass (402)

c4 perennial grass (10)

c4g (493)

c4g-agr (445)

c4gra (693)

c4grasses (6)

c4h (592)

c4mai (697)

c4oth (713)

c4p (569)

c4pas (657)

cas-irrigated (402)

cas-rainfed (402)

cas irrigated (8)

cas rainfed (8)

cerealtec (569)

cerealtrc (569)

corn-irrigated (65)

corn-rainfed (65)

dsh (27)

esh (27)

ibs (493)

ice (12)

lakesrivers (126)

mai-irrigated (402)

mai-rainfed (402)

mai irrigated (8)

mai rainfed (8)

maizetec (569)

maizetrc (569)

mgr-irrigated (402)

mgr-rainfed (402)

mgr irrigated (8)

mgr rainfed (8)

mil-irrigated (402)

mil-rainfed (402)

mil irrigated (8)

mil rainfed (8)

ndevstdit (592)

ndevtecdt (592)

ndevteclt (592)

ndevtedtt (592)

ndevtedttht (592)

ndsustswt (592)

ndsutecdt (592)

ndt (27)

needleleaf-deciduous-tree-boreal (65)

needleleaf-evergreen-tree-boreal (65)

needleleaf-evergreen-tree-temperate (65)

needleleaftrees (6)

net (27)

not-vegetated (65)

nut-irrigated (402)

nut-rainfed (402)

nut irrigated (8)

nut rainfed (8)

oilgroundnutc (569)

oilrapeseedc (569)

others-irrigated (402)

others-rainfed (402)

others irrigated (8)

others rainfed (8)

othertec (569)

othertrc (569)

pea-irrigated (402)

pea-rainfed (402)

pea irrigated (8)

pea rainfed (8)

pulsestec (569)

pulsestrc (569)

rap-irrigated (402)

rap-rainfed (402)

rap irrigated (8)

rap rainfed (8)

reservoir (134)

ric-irrigated (402)

ric-rainfed (402)

ric irrigated (8)

ric rainfed (8)

ricec (569)

roottec (569)

roottrc (569)

scpool1dprm (1)

scpool2rpm (1)

scpool3bio (1)

scpool4hum (1)

sds (592)

sgb-irrigated (402)

sgb-rainfed (402)

sgb irrigated (8)

sgb rainfed (8)

shrubs (6)

soil (12)

soy-irrigated (402)

soy-rainfed (402)

soy irrigated (8)

soy rainfed (8)

soybean-irrigated (65)

soybean-rainfed (65)

soybeanc (569)

spring-cereal-temperate-irrigated (65)

spring-cereal-temperate-rainfed (65)

sug-irrigated (402)

sug-rainfed (402)

sug irrigated (8)

sug rainfed (8)

sugarcanec (569)

sun-irrigated (402)

sun-rainfed (402)

sun irrigated (8)

sun rainfed (8)

sunflowerc (569)

tebe (493)

tebrev (699)

tebrsu (695)

tebs (493)

temperate-broadleaved-evergreen-tree (402)

temperate-broadleaved-summergreen-tree (402)

temperate-needleleaved-evergreen-tree (402)

temperate broadleaved evergreen tree (10)

temperate broadleaved summergreen tree (10)

temperate needleleaved evergreen tree (10)

tendev (699)

trbe (493)

trbr (493)

trbrev (695)

trbrrg (699)

tribe (493)

tropical-broadleaved-evergreen-tree (402)

tropical-broadleaved-raingreen-tree (402)

tropical broadleaved evergreen tree (10)

tropical broadleaved raingreen tree (10)

trs (592)

urb (12)

water (12)

whe-irrigated (402)

whe-rainfed (402)

whe irrigated (8)

whe rainfed (8)

winter-cereal-temperate-irrigated (65)

winter-cereal-temperate-rainfed (65)

Marine Ecosystems and Fisheries

Ocean Acidification

with ocean acidification (12)

without ocean acidification (1075)

Fishing Type

no fishing (545)

with fishing (542)

Diazotrophs Type

with diazotrophs (215)

without diazotrophs (872)

Marine Region

Adriatic Sea (132)

Baltic Sea (130)

Cook Strait (108)

East Bass Strait (90)

Global (473)

N Humboldt (154)

Water Regional

Basin

Amazon (520)

Blue Nile (42)

Darling (105)

Ganges (117)

Lena (63)

Mackenzie (58)

Mississippi (669)

Niger (2680)

Rhine (1890)

Tagus (42)

Yangtze (4)

Yellow (365)

Station

Almourol (18)

Alton (221)

Arctic Red River (51)

Clinton (112)

Cuntan (4)

Dire (852)

El Diem (18)

Farakka (109)

Frankfurt (336)

Huangheyuan (64)

Ibi (432)

Jimai (64)

Khartoum (20)

Koulikoro (476)

Krestovski (2)

Lobith (666)

Lokoja (452)

Louth (105)

Maqu (64)

NA (98)

Niamey (432)

Rheinfelden (192)

Rockenau (336)

Sao Paulo de Olivenca (520)

St. Paul (112)

Stolb (54)

Tangnaihai (173)

Tossaye (4)

Trier (336)

Trillo (8)

Valley City (112)

Wisconsin Dells (112)

Coastal Infrastructure

Ice Shield Melting

Elevation Model

Population

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Stand

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Driving Impact Model

Events Basis

Fitting Method

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