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Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics

General Information
Data Package:
Local Identifier:knb-lter-arc.20133.2
Title:Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics
Alternate Identifier:DOI PLACE HOLDER
Abstract:

We use the Multiple Element Limitation (MEL) model to examine the responses of twelve ecosystems - from the arctic to the tropics and from grasslands to forests - to elevated carbon dioxide (CO2), warming, and 20% decreases or increases in annual precipitation. The ecosystems we simulated include moist acidic tundra, shrub tundra, and wet sedge tundra near Toolik Lake, Alaska, alpine dry meadow tundra near Niwot Ridge, Colorado, restored tallgrass prairie near Kellogg Biological Station, Michigan, native tallgrass prairie at the Konza Prairie, Kansas, upland and lowland boreal forest near Bonanza Creek, Alaska, temperate coniferous forest in HJ Andrews Experimental Forest, Oregon, a northern hardwood forest in Hubbard Brook Experimental Forest, New Hampshire, a transition oak-maple forest in Harvard Forest, Massachusetts, and lowland tropical rainforest near Caxiuanã National Forest, Pará, Brazil.

For each of the twelve sites, we run six 100-year simulations beginning from the calibrated steady state (72 simulations total). The six simulations are: (1) increasing CO2 from 400 to 800 μmol mol-1, (2) warming from current temperatures to current plus 3.5oC, (3) decreasing precipitation from 100% to 80% of the current annual rate, (4) increasing precipitation from 100% to 120% of the current annual rate, (5) doubling of CO2, 3.5oC warming, and 20% decrease in precipitation, and (6) doubling of CO2, 3.5oC warming, and 20% increase in precipitation.

This dataset consists of the MEL model Windows executable, the driver and parameter file for each site, and the output files for each of the six simulations listed above.

Publication Date:2021-10-14

Time Period
Begin:
2020-01-01
End:
2021-12-31

People and Organizations
Contact:Rastetter, Edward (MBL) [  email ]
Contact:Kwiatkowski, Bonnie (MBL) [  email ]
Contact:Kicklighter, David (MBL) [  email ]
Contact:Barker Plotkin, Audrey (Harvard University) [  email ]
Contact:Genet, Helene (University of Alaska, Fairbanks) [  email ]
Contact:Nippert, Jesse (Kansas State University) [  email ]
Contact:O'Keefe, Kimberly (Saint Edward's University) [  email ]
Contact:Perakis, Steven (US Geological Survey) [  email ]
Contact:Porder, Stephen (Brown University) [  email ]
Contact:Roley, Sarah (Michigan State University) [  email ]
Contact:Ruess, Roger (University of Alaska, Fairbanks) [  email ]
Contact:Thompson, Jonathan (Harvard University) [  email ]
Contact:Wieder, William (University of Colorado, Boulder) [  email ]
Contact:Wilcox, Kevin (University of Wyoming) [  email ]
Contact:Yanai, Ruth (State University of New York) [  email ]
Contact:Information Manger (ARCTIC LTER) [  email ]
Creator:Rastetter, Edward (MBL)
Creator:Kwiatkowski, Bonnie (MBL)
Creator:Kicklighter, David (MBL)
Creator:Barker Plotkin, Audrey (Harvard University)
Creator:Genet, Helene (University of Alaska, Fairbanks)
Creator:Nippert, Jesse (Kansas State University)
Creator:O'Keefe, Kimberly (Saint Edward's University)
Creator:Perakis, Steven (US Geological Survey)
Creator:Porder, Stephen (Brown University)
Creator:Roley, Sarah (Michigan State University)
Creator:Ruess, Roger (University of Alaska, Fairbanks)
Creator:Thompson, Jonathan (Harvard University)
Creator:Wieder, William (University of Colorado, Boulder)
Creator:Wilcox, Kevin (University of Wyoming)
Creator:Yanai, Ruth (State University of New York)

Data Entities
Data Table Name:
2020MELMultisiteClimate_csv
Description:
Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics
Other Name:
2020MELMultisiteClimate_xlsx
Description:
Excel file with metadata and data sheets: Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics
Other Name:
2020MELMultisiteClimate_zip
Description:
Zip file containing the MEL executable, the driver files, the parameter files and the output files for each site
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-arc/20133/2/e09e66cc50efc513e20239e930a4b645
Name:2020MELMultisiteClimate_csv
Description:Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics
Number of Records:100
Number of Columns:360

Table Structure
Object Name:2020MELMultisiteClimate.csv
Size:290479 bytes
Authentication:30b4b82193686b7faf07f28241e71816 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 
Column Name:Time  
D_TotalShortWave  
D_TemperatureMin  
D_TemperatureMax  
D_CarbonDioxide  
D_NH4Input  
D_NO3Input  
D_PO4Input  
D_Precipitation  
D_DoCInput  
D_DoNInput  
D_ApatiteInput  
D_RunIn  
D_DoCInRunIn  
D_DoNInRunIn  
D_NH4InRunIn  
D_NO3InRunIn  
D_PO4InRunIn  
D_ObservedSeries1  
D_ObservedSeries2  
biomassC  
biomassN  
biomassP  
effortC  
effortN  
effortP  
subEffortCO2  
subEffortLight  
subEffortH2O  
subEffortNH4  
subEffortNO3  
subEffortDoN  
subEffortNfix  
PhaseISOMC  
PhaseISOMN  
PhaseISOMP  
WoodyDebrisC  
WoodyDebrisN  
WoodyDebrisP  
PhaseIISOMC  
PhaseIISOMN  
PhaseIISOMP  
NH4  
NO3  
PO4  
PPrimaryMin  
PNon_Occluded  
POccluded  
water  
snowPack  
SoilHeat  
canopyFraction  
AveRequirementC  
AveRequirementN  
AveRequirementP  
AveAcquisitionC  
AveAcquisitionN  
AveAcquisitionP  
DegreeDayPositive  
DegreeDayNegative  
CumGPP  
CumNPP  
CumNEP  
CumUdoC  
CumLitC  
CumLcWC  
CumTotalLitterC  
CumTotalLitterN  
CumTotalLitterP  
CumTotMicrobResp  
CumNetNMin  
CumNetPMin  
CumTotalNUptake  
CumUNH4  
CumUNO3  
CumUdoN  
CumNFixation  
CumLitN  
CumLcWN  
CumUPO4  
CumLitP  
CumLcWP  
CumLcWCa  
CumRCm  
CumTiiC  
CumLcWNa  
CumUNH4m  
CumUNO3m  
CumRNm  
CumTiiN  
CumNonsymNfix  
CumLcWPa  
CumUPO4m  
CumRPm  
CumTiiP  
CumMiiC  
CumMiiN  
CumMiiP  
CumINH4  
CumLNH4  
CumNitrification  
CumINO3  
CumLNO3  
CumDNtr  
CumPaw  
CumPnow  
CumIPO4  
CumLPO4  
CumPO4P  
CumIPa  
CumPocclw  
CumPnos  
CumIdoC  
CumIdoN  
CumLdoC  
CumLdoN  
CumUW  
CumRunoff  
CumPrecipitation  
CumInterception  
CumRainfall  
CumSnowfall  
CumSnowmelt  
CumRunIn  
CumRinDoC  
CumRinDoN  
CumRinNH4  
CumRinNO3  
CumRinPO4  
CumOverlandFlow  
CumOverlandDoC  
CumOverlandDoN  
CumOverlandNH4  
CumOverlandNO3  
CumOverlandPO4  
LAIPeakSeason  
CumBCFireLoss  
CumBNFireLoss  
CumBPFireLoss  
CumWCFireLoss  
CumWNFireLoss  
CumWPFireLoss  
CumDCFireLoss  
CumDNFireLoss  
CumDPFireLoss  
CumTotCVolatilizedFire  
CumTotNVolatilizedFire  
CumTotPVolatilizedFire  
CumCFineLitToDebris  
CumNFineLitToDebris  
CumPFineLitToDebris  
BCPeakSeason  
TemperatureAve  
Biomass  
BiomassActive  
BiomassLeaf  
BiomassRoot  
BiomassWoody  
leafArea  
LeafAreaMax  
canopyFractionGrowth  
canopyGrowthWaterResp  
canopyFractionSenescence  
canopyLitterWaterResp  
VPD  
soilPotential  
PBalApatiteWeathering  
PBalPO4Precipitation  
PBalNon_occlWeathrng  
PBalOccldWeathering  
PBalNon_occldStablz  
canopyCondSoilLimited  
CBalPs_LightLimit  
CBalPs_CO2Limit  
CBalPs_WaterLimit  
CBalPhotosynthesis  
WBalWaterUptake  
potentialET  
aqueousNH4  
NBalNH4Uptake  
aqueousNO3  
NBalNO3Uptake  
PlantAvailDoC  
doCUptake  
NBalDoNUptake  
NBalNFixation  
NBalTotalNUptake  
aqueousPO4  
PBalPO4Uptake  
actualNConc_  
optimumNConc_  
actualPConc_  
optimumPConc_  
CBalLitterC  
NBalLitterN  
PBalLitterP  
CBalFine_DebrisLitter  
NBalFine_DebrisLitter  
PBalFine_DebrisLitter  
CCoarseLitter  
NCoarseLitter  
PCoarseLitter  
CCWDActivation  
NCWDActivation  
PCWDActivation  
maintCReq  
CBalTotalPlantResp  
N_useEff  
P_useEff  
H2O_useEff  
allocatableEffort  
growthCReq  
growthNReq  
growthPReq  
marginalYieldNH4  
marginalYieldNO3  
marginalYieldDoN  
marginalYieldNfix  
marginalYieldCO2  
marginalYieldLight  
marginalYieldH2O  
averageCYield  
averageNYield  
TotalCReq  
TotalNReq  
TotalPReq  
MeanReq_uptake  
mesophyllCO2  
TotalEffort  
TotalRootEffort  
TotalLeafEffort  
TotalSoilC  
TotalSoilN  
TotalSoilP  
CBalNPP  
WBalRunoff  
NH4Leach  
NO3Leach  
CBalDoCLeach  
NBalDoNLeach  
NBalTotalNLeach  
PBalPO4Leach  
thetaN  
thetaP  
NBalMicrNH4Uptake  
NBalMicrNO3Uptake  
NBalTotMicrNUptake  
PBalMicrPUptake  
totalCConsump  
totalNConsump  
totalPConsump  
CEfficiency  
NEfficiency  
PEfficiency  
CBalMicrobialResp  
NBalGrossNMin  
PBalGrossPMin  
CBalPhaseIITran  
NBalPhaseIITran  
PBalPhaseIITran  
CBalPhaseIIMin  
NBalPhaseIIMin  
PBalPhaseIIMin  
NBalNonSymNFix  
NBalNitrification  
deltaEffortTotal  
NBalTotalNdep  
NBalNetNMin  
PBalNetPMin  
CBalNEP  
NBalNetEcos  
PBalNetEcos  
CBalNetEcos  
WBalNetEcos  
CumNetEcoCBal  
CumNetEcoNBal  
CumNetEcoPBal  
CumNetEcoWBal  
biomassWFullCanopy  
CanopyLitter  
SnowMelt  
DayOfYear  
DayLength  
declination  
Interception  
requirementRatioCA  
requirementRatioN  
requirementRatioPO4  
dUCDvCO2  
dUCDvW  
dUCDvI  
dUCDvNH4  
dUCDvNO3  
dUCDvdoN  
dUCDvNfix  
dUCDVC  
kickstarter_CEffort  
kickstarter_NEffort  
kickstarter_PEffort  
kickstarter_CO2Subeffort  
kickstarter_WSubeffort  
kickstarter_ISubeffort  
kickstarter_NH4Subeffort  
kickstarter_NO3Subeffort  
kickstarter_NfixSubeffort  
kickstarter_DoNSubeffort  
rootingDepth_Actual  
nearRootDepletionFactor  
betweenRootHalfDistance  
RootLength  
Denitrification  
DepthOfPeat  
SoilVolumePerGC  
UnfrozenSoilFraction  
SoilTemperature  
UpwardCond  
UpwardThawCond  
UpwardFrozenCond  
FrozenHeatCap  
ThawedHeatCap  
Snowfall  
Rainfall  
VolumetricWaterContent  
OverlandFlow_Runin  
OverlandDoC_Runin  
OverlandDoN_Runin  
OverlandNH4_Runin  
OverlandNO3_Runin  
OverlandPO4_Runin  
OverlandFlow_Infil  
DepthOfThaw  
Calibration  
SoilTempWaterResponse  
YearsSinceSimStart  
CO2Deviation  
TempSummerDev  
TempWinterDev  
PptSimulated  
PptSummerDev  
PptWinterDev  
ProjectedCO2  
ProjectedTmax  
ProjectedTmin  
ProjectedPrecip  
AveGrowSeasonTemp  
BiomassCFireLoss  
BiomassNFireLoss  
BiomassPFireLoss  
DebrisCFireLoss  
DebrisNFireLoss  
DebrisPFireLoss  
PhaseICFireLoss  
PhaseINFireLoss  
PhaseIPFireLoss  
FireNO3Deposition  
FirePO4Deposition  
FireNVolatilized  
FirePVolatilized  
StandingDeadLAIEquiv  
ProjectedRunin  
Definition:Simulation time in daysIncoming shortwave radiationDaily temperature minimumDaily temperature maximumDaily atmospheric carbon dioxide concentrationDaily ammonium inputDaily nitrate inputDaily phosphate inputDaily precipitationDaily dissolved organic carbon inputDaily dissolved organic nitrogen inputDaily apatite inputDaily water run in from upslopeDissolved organic carbon in run inDissolved organic nitrogen in run inAmmonium in run inNitrate in run inPhosphate in run inPlaceholder: use this column to include observations in the driver file. This allows the user to easily compare the observations with the model output.Placeholder: use this column to include observations in the driver file. This allows the user to easily compare the observations with the model output.vegetation biomass carbonvegetation biomass nitrogenvegetation biomass phosphorusprimary effort for carbonprimary effort for nitrogenprimary effort for phosphorussubeffort effort for carbon dioxidesubeffort effort for lightsubeffort effort for watersubeffort effort for ammoniumsubeffort effort for nitratesubeffort effort for dissolved organic nitrogensubeffort effort for carbon dioxidePhase I soil organic matter carbonPhase I soil organic matter nitrogenPhase I soil organic matter phosphorusWoody debris and standing dead carbonWoody debris and standing dead nitrogenWoody debris and standing dead phosphorusPhase II soil organic matter carbonPhase II soil organic matter nitrogenPhase II soil organic matter phosphorusSoil inorganic ammoniumsoil inorganic nitratesoil inorganic phosphateprimary mineral phosphorusnon occluded phosphorusoccluded phosphorussoil watersnow pack (water equivalents)snow heat (arbitrary units)fraction of full canopyaverage carbon requirementaverage nitrogen requirementaverage phosphorus requirementaverage carbon acquisitionaverage nitrogen acquisitionaverage phosphorus acquisitiondegree days above zerodegree days below zeroSum of daily GPP: Jan 1 to the current daySum of daily NPP: Jan 1 to the current daySum of daily NEP: Jan 1 to the current daySum of daily doC uptake: Jan 1 to the current daySum of daily fine litter C: Jan 1 to the current daySum of daily coarse woody litter C: Jan 1 to the current daySum of daily fine litter & coarse debris carbon: Jan 1 to the current daySum of daily fine litter & coarse debris nitrogen: Jan 1 to the current daySum of daily fine litter & coarse debris phosphorus: Jan 1 to the current daySum of daily microbial respiration: Jan 1 to the current daySum of daily net nitrogen mineralization: Jan 1 to the current daySum of daily net phosphorus mineralization: Jan 1 to the current daySum of daily total vegetation nitrogen uptake: Jan 1 to the current daySum of daily vegetation ammonium uptake: Jan 1 to the current daySum of daily vegetation nitrate uptake: Jan 1 to the current daySum of daily vegetation dissolved organic nitrogen uptake: Jan 1 to the current daySum of daily symbiotic nitrogen fixation: Jan 1 to the current daySum of daily fine litter nitrogen: Jan 1 to the current daySum of daily coarse woody litter nitrogen: Jan 1 to the current daySum of daily vegetation phosphate uptake: Jan 1 to the current daySum of daily fine litter phosphorus: Jan 1 to the current daySum of daily coarse woody litter phosphorus: Jan 1 to the current daySum of daily woody debris carbon activation: Jan 1 to the current daySum of daily Phase I soil respiration carbon: Jan 1 to the current daySum of daily Phase I to Phase II soil carbon transition: Jan 1 to the current daySum of daily woody debris nitrogen activation: Jan 1 to the current daySum of daily microbial ammonium uptake: Jan 1 to the current daySum of daily microbial nitrate uptake: Jan 1 to the current daySum of daily Phase I nitrogen mineralization: Jan 1 to the current daySum of daily Phase I to Phase II soil nitrogen transition: Jan 1 to the current daySum of daily nonsymbiotic nitrogen fixation: Jan 1 to the current daySum of daily woody debris phosphorus activation: Jan 1 to the current daySum of daily microbial phosphate uptake: Jan 1 to the current daySum of daily Phase I phosphorus mineralization: Jan 1 to the current daySum of daily Phase I to Phase II soil phosphorus transition: Jan 1 to the current daySum of daily Phase II carbon mineralization: Jan 1 to the current daySum of daily Phase II nitrogen mineralization: Jan 1 to the current daySum of daily Phase II phosphorus mineralization: Jan 1 to the current daySum of daily ammonium inputs (does not include inputs from run in): Jan 1 to the current daySum of daily ammonium leaching (not including overland flow losses): Jan 1 to the current daySum of daily nitrification inputs: Jan 1 to the current daySum of daily nitrate inputs (does not include inputs from run in): Jan 1 to the current daySum of daily nitrate leaching (not including overland flow losses): Jan 1 to the current daySum of daily denitrification: Jan 1 to the current daySum of daily primary mineral phosphorus weathering: Jan 1 to the current daySum of daily non occluded phosphorus weathering: Jan 1 to the current daySum of daily ammonium inputs (does not include inputs from run in): Jan 1 to the current daySum of daily ammonium leaching (not including overland flow losses): Jan 1 to the current daySum of daily non occluded phosphorus formation: Jan 1 to the current daySum of daily primary mineral phosphorus inputs (does not include inputs from run in): Jan 1 to the current daySum of daily occluded phosphorus weathering: Jan 1 to the current daySum of daily occluded phosphorus formation: Jan 1 to the current daySum of daily dissolved organic carbon inputs (does not include inputs from run in): Jan 1 to the current daySum of daily dissolved organic nitrogen inputs (does not include inputs from run in): Jan 1 to the current daySum of daily dissolved organic carbon leaching (not including overland flow losses): Jan 1 to the current daySum of daily dissolved organic nitrogen leaching (not including overland flow losses): Jan 1 to the current daySum of daily transpiration (mm H2O): Jan 1 to the current daySum of daily water leaching loss (not including overland flow): Jan 1 to the current daySum of daily precipitation: Jan 1 to the current daySum of daily interception: Jan 1 to the current daySum of daily rainfall: Jan 1 to the current daySum of daily snowfall (water equivalents): Jan 1 to the current daySum of daily snowmelt (water equivalents): Jan 1 to the current daySum of daily lateral water inputs : Jan 1 to the current daySum of daily dissolved organic carbon in run in: Jan 1 to the current daySum of daily dissolved organic nitrogen in run in: Jan 1 to the current daySum of daily ammonium in run in: Jan 1 to the current daySum of daily nitrate in run in: Jan 1 to the current daySum of daily phosphate in run in: Jan 1 to the current daySum of daily run in infiltration excess overland flow of water: Jan 1 to the current daySum of daily dissolved organic carbon in Cum overland flow: Jan 1 to the current daySum of daily dissolved organic nitrogen in Cum overland flow: Jan 1 to the current daySum of daily ammonium in Cum overland flow: Jan 1 to the current daySum of daily nitrate in Cum overland flow: Jan 1 to the current daySum of daily phosphate in Cum overland flow: Jan 1 to the current dayValid only on day 365 of each year, maximum leaf area index for the yearSum of daily biomass carbon lost through fire: Jan 1 to the current daySum of daily biomass nitrogen lost through fire: Jan 1 to the current daySum of daily biomass phosphorus lost through fire: Jan 1 to the current daySum of daily woody debris carbon lost through fire: Jan 1 to the current daySum of daily woody debris nitrogen lost through fire: Jan 1 to the current daySum of daily woody debris phosphorus lost through fire: Jan 1 to the current daySum of daily Phase I soil carbon lost through fire: Jan 1 to the current daySum of daily Phase I soil nitrogen lost through fire: Jan 1 to the current daySum of daily Phase I soil phosphorus lost through fire: Jan 1 to the current daySum of daily carbon volatilized through fire: Jan 1 to the current daySum of daily nitrogen volatilized through fire: Jan 1 to the current daySum of daily phosphorus volatilized through fire: Jan 1 to the current daySum of daily fine litter standing dead carbon: Jan 1 to the current daySum of daily fine litter standing dead nitrogen: Jan 1 to the current daySum of daily fine litter standing dead phosphorus: Jan 1 to the current dayValid only on day 365 of each year, maximum biomass carbon for the yeardaily average temperaturevegetation biomass in dry weightactive (leaf+root) biomass in dry weightleaf biomass in dry weightroot biomass in dry weightwood biomass in dry weightleaf area indexleaf area index assuming a full canopyfractional increase in canopy per daycanopy growth moisture response functionfractional decrease in canopy per daycanopy litter fall moisture response functionvapor pressure deficitsoil water potentialpimary mineral phosphorus weatheringnon occluded phosphorus formationnon occluded phosphorus weatheringoccluded phosphorus weatheringoccluded phosphorus formationsoil water limited canopy conductancelight limited photosynthesiscarbon dioxide limited photosynthesiswater limited photosynthesisdaily photosynthesisvegetation water uptakepotential evapotranspirationsoil water dissolved ammonium concentrationvegetation ammonium uptakesoil water dissolved nitrate concentrationvegetation nitrate uptakeplant available dissolved organic carbon concentrationvegetation dissolved organic carbon uptakevegetation dissolved organic nitrogen uptakesymbiotic nitrogen fixationtotal vegetation nitrogen uptakesoil water dissolved phosphorus concentrationvegetation phosphorus uptakevegetation nitrogen concentrationoptimum vegetation nitrogen concentrationvegetation phosphorus concentrationoptimum vegetation phosphorus concentrationleaf, twig, fine root litter carbonleaf, twig, fine root litter nitrogenleaf, twig, fine root litter phosphorusleaf litter to standing dead carbonleaf litter to standing dead nitrogenleaf litter to standing dead phosphoruscoarse woody litter carboncoarse woody litter nitrogencoarse woody litter phosphoruscoarse woody litter carbon activationcoarse woody litter nitrogen activationcoarse woody litter phosphorus activationmetabolic plant respirationtotal plant respiration carbonnitrogen use efficiencyphosphorus use efficiencywater use efficiencyallocatable effort-internal variable used to correct round off errorgrowth carbon requirementgrowth nitrogen requirementgrowth phosphorus requirementmarginal nitrogen yield for ammoniummarginal nitrogenl yield for nitratemarginal nitrogen yield for dissolved organic nitrogenmarginal nitrogen yield for nitrogen fixationmarginal carbon yield for carbon dioxidemarginal carbon yield for lightmarginal carbon yield for waterweighted mean of carbon marginal yieldsweighted mean of nitrogen marginal yieldstotal carbon requirementtotal nitrogen requirementtotal phosphorus requirementmean requirement/uptake ratiooriginally mesophyll CO2 but no longer calculated by the model.sum of primary effortstotal effort allocated to rootstotal effort allocated to leavestotal soil carbon, includes Phase I, Phase II, and woody debristotal soil nitrogen, includes Phase I, Phase II, and woody debristotal soil phosphorus, includes Phase I, Phase II, and woody debrisnet primary productionsubsurface water leachingammonium in subsurface leachingnitrate in subsurface leachingdissolved organic carbon in subsurface leachingdissolved organic nitrogen in subsurface leachingtotal nitrogen in subsurface leachingphosphate in subsurface leachingmicrobial use carbon:nitrogen ratiomicrobial use carbon:phosphorus ratiomicrobial uptake of ammoniummicrobial uptake of nitratetotal microbial nitrogen uptakemicrobial uptake of phosphatetotal microbial carbon usetotal microbial nitrogen usetotal microbial phosphorus usemicrobial carbon efficiencymicrobial nitrogen efficiencymicrobial phosphorus efficiencyPhase I microbial respirationgross nitrogen mineralizationgross phosphorus mineralizationPhase I to Phase II carbon transitionPhase I to Phase II nitrogen transitionPhase I to Phase II phosphorus transitionPhase II carbon mineralizationPhase II nitrogen mineralizationPhase II phosphorus mineralizationnonsymbiotic nitrogen fixationnitrificationchange in total efforttotal nitrogen depositionnet nitrogen mineralizationnet phosphorus mineralizationnet ecosystem productionnet ecosystem nitrogen balancenet ecosystem phosphorus balancenet ecosystem carbon balancenet ecosystem water balancecumulative net ecosystem carbon balance, resets on day 365cumulative net ecosystem phosphorus balance, resets on day 365cumulative net ecosystem nitrogen balance, resets on day 365cumulative net ecosystem water balance, resets on day 365total biomass if the canopy were full in grams dry weightcanopy litter carbonsnow melt (water equivalents)day of the year, Jan 1=1Hours of day lightdeclinationinterceptionrequirement ratio carbonrequirement ratio nitrogenrequirement ratio phosphoruspartial derivative of UC with respect to vCO2partial derivative of UC with respect to vWpartial derivative of UC with respect to vIpartial derivative of UC with respect to vNH4partial derivative of UC with respect to vNO3partial derivative of UC with respect to vdoNpartial derivative of UC with respect to vNfixpartial derivative of UC with respect to vCcarbon effort kickstarternitrogen effort kickstarterphosphorus effort kickstartercarbon dioxide effort kickstarterwater effort kickstarterlight effort kickstarterammonium effort kickstarternitrate effort kickstarternitrogen fixation effort kickstarterdissolved organic nitrogen effort kickstarterrooting depth at sites with permafrostnear root depleteion factoraverage distance between rootsroot lengthdenitrificationdepth of peat layer, not used in the current simulationssoil volume per unit carbon, not used in the current simulationsunfrozen fraction of soil volume for sites with permafrostssoil temperatureupward heat conductivityupward heat conductivity for unfrozen soilupward heat conductivity for frozen soilheat capacity of frozen soilheat capacity of unfrozen soilsnowfall (water equivalents)rainfallvolumetric water contentoverland water flow from lateral run indissolved organic carbon in overland water flow from lateral run indissolved organic nitrogen in overland water flow from lateral run inammoniun in overland water flow from lateral run innitrate in overland water flow from lateral run inphosphate in overland water flow from lateral run inoverland water flow from precipitationdepth of thaw,used only for sites with permafrost otherwise this is turned offdummy process used to store the annual flux targets needed during calibrationtemperature and moisture response of soilCount of the years since the simulation beganchange in atmospheric CO2 per day in climate change simulationschange in summer maximum and minimum temperature per day in climate change simulations, applied to both winter and summer in these simulationschange in winter maximum and minimum temperature per day in climate change simulations, not used heresimulated precipitation, not used in these simulationschange in summer precipitation in climate change change simulations, not used herechange in winter precipitation in climate change change simulations, not used hereatmospheric carbon dioxide concentration used during simulation. Value equals value in the driver file unless simulation is a climate change simulationatmospheric maximum temperature used during simulation. Value equals value in the driver file unless simulation is a climate change simulationatmospheric minimum temperature used during simulation. Value equals value in the driver file unless simulation is a climate change simulationatmospheric precipitation used during simulation. Value equals value in the driver file unless simulation is a climate change simulationaverage growing season air temperaturebiomass carbon burned in firebiomass nitrogen burned in firebiomass phosphorus burned in firewoody debris carbon burned in firewoody debris nitrogen burned in firewoody debris phosphorus burned in firePhase I soil carbon burned in firePhase I soil nitrogen burned in firePhase I soil phosphorus burned in fireNitrate residual from firePhosphate residual from firenitrogen volatilized in firephosphorus volatilized in fireeffective leaf area index for standing dead leaveslateral run in used during simulation. Value equals value in the driver file unless simulation is a climate change simulation
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Measurement Type:ratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
Unitnumber
Typenatural
Min365 
Max36500 
UnitmegaJoulePerMeterSquaredPerDay
Typewhole
Min
Max
Unitcelsius
Typereal
Min-33.6 
Max-33.6 
Unitcelsius
Typereal
Min-23.7 
Max-23.7 
UnitpartPerMillion
Typenatural
Min400 
Max400 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitmillimeterPerDay
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min6.58e-06 
Max6.58e-06 
UnitmillimeterPerDay
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
Unitnumber
Typewhole
Min
Max
Unitnumber
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min644.7764812 
Max735.0836223 
UnitgramPerMeterSquared
Typereal
Min12.9652297 
Max14.49090836 
UnitgramPerMeterSquared
Typereal
Min1.266317504 
Max1.4023768 
Unitnumber
Typereal
Min0.273140102 
Max0.412797285 
Unitnumber
Typereal
Min0.265250116 
Max0.294837447 
Unitnumber
Typereal
Min0.293601115 
Max0.461609782 
Unitnumber
Typereal
Min0.112421997 
Max0.113308169 
Unitnumber
Typereal
Min0.483289756 
Max0.551207799 
Unitnumber
Typereal
Min0.336153836 
Max0.403406642 
Unitnumber
Typereal
Min0.883774384 
Max0.884580192 
Unitnumber
Typereal
Min0.036617705 
Max0.046285776 
Unitnumber
Typereal
Min0.069487378 
Max0.078964018 
Unitnumber
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min3387.044516 
Max3450.438235 
UnitgramPerMeterSquared
Typereal
Min78.55887215 
Max81.00000176 
UnitgramPerMeterSquared
Typereal
Min8.110630286 
Max8.166051382 
UnitgramPerMeterSquared
Typereal
Min390.0000015 
Max420.9733247 
UnitgramPerMeterSquared
Typereal
Min7.24177644 
Max7.816909467 
UnitgramPerMeterSquared
Typereal
Min0.812374614 
Max0.876892413 
UnitgramPerMeterSquared
Typereal
Min8685.498196 
Max8709.543112 
UnitgramPerMeterSquared
Typereal
Min312.3978763 
Max313.2627179 
UnitgramPerMeterSquared
Typereal
Min31.23978763 
Max31.32627179 
UnitgramPerMeterSquared
Typereal
Min0.02833117 
Max0.030755436 
UnitgramPerMeterSquared
Typereal
Min0.005724119 
Max0.006443717 
UnitgramPerMeterSquared
Typereal
Min0.017861049 
Max0.030113291 
UnitgramPerMeterSquared
Typereal
Min9.48 
Max9.48 
UnitgramPerMeterSquared
Typereal
Min5.957789899 
Max6.000000061 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min83.2415204 
Max85.73068339 
UnitgramPerMeterSquared
Typereal
Min65.84740429 
Max66.79703871 
Unitnumber
Typereal
Min361.412637 
Max361.6738231 
UnitgramPerMeterSquared
Typereal
Min0.54833294 
Max0.54833294 
UnitgramPerMeterSquared
Typereal
Min0.801952014 
Max0.861831937 
UnitgramPerMeterSquared
Typereal
Min0.013563709 
Max0.014320397 
UnitgramPerMeterSquared
Typereal
Min0.001131287 
Max0.001200951 
UnitgramPerMeterSquared
Typereal
Min0.580874062 
Max0.60463253 
UnitgramPerMeterSquared
Typereal
Min0.008987617 
Max0.009389687 
UnitgramPerMeterSquared
Typereal
Min0.000751731 
Max0.000762755 
Unitcelsius
Typereal
Min766.2999985 
Max766.2999985 
Unitcelsius
Typereal
Min-1626.599999 
Max-1626.599999 
UnitgramPerMeterSquared
Typereal
Min408.6001514 
Max438.2831396 
UnitgramPerMeterSquared
Typereal
Min204.3001321 
Max214.3577661 
UnitgramPerMeterSquared
Typereal
Min1.872031617 
Max5.27602536 
UnitgramPerMeterSquared
Typereal
Min4.415574449 
Max4.950197992 
UnitgramPerMeterSquared
Typereal
Min187.815583 
Max196.0273326 
UnitgramPerMeterSquared
Typereal
Min20.90000204 
Max22.73693626 
UnitgramPerMeterSquared
Typereal
Min208.715585 
Max218.7642689 
UnitgramPerMeterSquared
Typereal
Min3.353023853 
Max3.553538046 
UnitgramPerMeterSquared
Typereal
Min0.282773407 
Max0.299706379 
UnitgramPerMeterSquared
Typereal
Min202.4281005 
Max210.7871998 
UnitgramPerMeterSquared
Typereal
Min2.133227752 
Max2.206949877 
UnitgramPerMeterSquared
Typereal
Min0.282900063 
Max0.29868994 
UnitgramPerMeterSquared
Typereal
Min3.354399 
Max3.562818979 
UnitgramPerMeterSquared
Typereal
Min1.604000247 
Max1.752485528 
UnitgramPerMeterSquared
Typereal
Min0.472442101 
Max0.557130705 
UnitgramPerMeterSquared
Typereal
Min1.1933985 
Max1.337891349 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min2.96436339 
Max3.131343665 
UnitgramPerMeterSquared
Typereal
Min0.388084979 
Max0.422194381 
UnitgramPerMeterSquared
Typereal
Min0.282900065 
Max0.300610355 
UnitgramPerMeterSquared
Typereal
Min0.239056152 
Max0.252345072 
UnitgramPerMeterSquared
Typereal
Min0.043534951 
Max0.047361307 
UnitgramPerMeterSquared
Typereal
Min20.8999147 
Max22.50313895 
UnitgramPerMeterSquared
Typereal
Min159.7636994 
Max168.3366653 
UnitgramPerMeterSquared
Typereal
Min42.18701216 
Max42.6644021 
UnitgramPerMeterSquared
Typereal
Min0.388083357 
Max0.417853079 
UnitgramPerMeterSquared
Typereal
Min6.913305548 
Max7.447468943 
UnitgramPerMeterSquared
Typereal
Min1.666464963 
Max1.764733947 
UnitgramPerMeterSquared
Typereal
Min9.189316599 
Max9.88370604 
UnitgramPerMeterSquared
Typereal
Min1.517372142 
Max1.534542787 
UnitgramPerMeterSquared
Typereal
Min0.090699993 
Max0.106209379 
UnitgramPerMeterSquared
Typereal
Min0.043534769 
Max0.046874305 
UnitgramPerMeterSquared
Typereal
Min0.519399094 
Max0.864119913 
UnitgramPerMeterSquared
Typereal
Min0.665403988 
Max0.993565701 
UnitgramPerMeterSquared
Typereal
Min0.151737214 
Max0.153454279 
UnitgramPerMeterSquared
Typereal
Min42.45053451 
Max42.67767956 
UnitgramPerMeterSquared
Typereal
Min1.52685045 
Max1.535020348 
UnitgramPerMeterSquared
Typereal
Min0.152685045 
Max0.153502035 
UnitgramPerMeterSquared
Typereal
Min0.0147 
Max0.0147 
UnitgramPerMeterSquared
Typereal
Min0.001827304 
Max0.002193565 
UnitgramPerMeterSquared
Typereal
Min2.207885741 
Max2.234070372 
UnitgramPerMeterSquared
Typereal
Min0.0203 
Max0.0203 
UnitgramPerMeterSquared
Typereal
Min0.005395981 
Max0.006223149 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min0.002399999 
Max0.002399999 
UnitgramPerMeterSquared
Typereal
Min0.001489528 
Max0.0015 
UnitgramPerMeterSquared
Typereal
Min0.002 
Max0.002 
UnitgramPerMeterSquared
Typereal
Min0.003138819 
Max0.004405035 
UnitgramPerMeterSquared
Typereal
Min0.000867234 
Max0.0015 
UnitgramPerMeterSquared
Typereal
Min0.002399999 
Max0.002399999 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min0.231807694 
Max0.231807694 
UnitgramPerMeterSquared
Typereal
Min0.018846155 
Max0.018846155 
UnitgramPerMeterSquared
Typereal
Min2.103724512 
Max2.591751447 
UnitgramPerMeterSquared
Typereal
Min0.137318832 
Max0.169174376 
Unitmillimeter
Typereal
Min54.25217444 
Max98.30001903 
Unitmillimeter
Typereal
Min196.5939906 
Max244.5629796 
Unitmillimeter
Typereal
Min327.66 
Max327.66 
Unitmillimeter
Typereal
Min28.83103662 
Max32.76599037 
Unitmillimeter
Typereal
Min157.95 
Max157.95 
Unitmillimeter
Typereal
Min169.71 
Max169.71 
Unitmillimeter
Typereal
Min154.3596534 
Max156.9432359 
Unitmillimeter
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
Unitmillimeter
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitmeterSquaredPerMeterSquared
Typereal
Min1.240411817 
Max1.363414495 
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typewhole
Min
Max
UnitgramPerMeterSquared
Typereal
Min759.4001779 
Max853.1098896 
Unitcelsius
Typereal
Min-28.65 
Max-28.65 
UnitgramPerMeterSquared
Typereal
Min1357.424171 
Max1547.544468 
UnitgramPerMeterSquared
Typereal
Min801.1504316 
Max857.2293672 
UnitgramPerMeterSquared
Typereal
Min85.23035428 
Max108.186645 
UnitgramPerMeterSquared
Typereal
Min603.8494178 
Max701.7939591 
UnitgramPerMeterSquared
Typereal
Min645.3881226 
Max760.5201416 
UnitmeterSquaredPerMeterSquared
Typereal
Min0.367598518 
Max0.466609 
UnitmeterSquaredPerMeterSquared
Typereal
Min0.670392915 
Max0.850959273 
Unitnumber
Typewhole
Min
Max
Unitnumber
Typenatural
Min
Max
Unitnumber
Typewhole
Min5.9e-13 
Max5.92e-13 
Unitnumber
Typewhole
Min
Max
Unitmegapascal
Typereal
Min5.45127e-05 
Max5.45127e-05 
Unitmegapascal
Typereal
Min-0.006232289 
Max-0.004848023 
UnitgramPerMeterSquaredPerDay
Typereal
Min6.58e-06 
Max6.58e-06 
UnitgramPerMeterSquaredPerDay
Typereal
Min2.15e-06 
Max3.63e-06 
UnitgramPerMeterSquaredPerDay
Typereal
Min4.08e-06 
Max4.11e-06 
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitmillimeterPerMegapascalPerHour
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitmillimeterPerDay
Typewhole
Min
Max
UnitmillimeterPerDay
Typeinteger
Min-999 
Max-999 
UnitmicromolePerLiter
Typereal
Min0.456996499 
Max0.49585985 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.003092003 
Max0.00325861 
UnitmicromolePerLiter
Typereal
Min1.118212692 
Max1.251104531 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.000845798 
Max0.000989626 
UnitmicromolePerLiter
Typereal
Min40.94257741 
Max44.29090987 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.010600847 
Max0.010870298 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.002865094 
Max0.002937918 
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typereal
Min0.006951525 
Max0.007043029 
UnitmicromolePerLiter
Typereal
Min0.345265395 
Max0.583857471 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.0005587 
Max0.000562995 
UnitgramPerGram
Typereal
Min0.009363807 
Max0.009551347 
UnitgramPerGram
Typereal
Min0.018395641 
Max0.018775006 
UnitgramPerGram
Typereal
Min0.000906195 
Max0.000932883 
UnitgramPerGram
Typereal
Min0.001760386 
Max0.001790417 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.364793189 
Max0.415127636 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.006094502 
Max0.006944062 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.000509793 
Max0.00057536 
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typereal
Min0.057748222 
Max0.062687867 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.001072307 
Max0.00116403 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.00012029 
Max0.00013058 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.036789907 
Max0.039734119 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.000683139 
Max0.000737809 
UnitgramPerMeterSquaredPerDay
Typereal
Min7.66338e-05 
Max8.27666e-05 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.111480423 
Max0.127968533 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.122168328 
Max0.138558463 
Unitnumber
Typereal
Min58.92137039 
Max59.268328 
Unitnumber
Typereal
Min670.6117972 
Max678.6561102 
Unitnumber
Typewhole
Min
Max
Unitnumber
Typereal
Min0.999813066 
Max0.99981317 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.388077638 
Max0.437580579 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.01004809 
Max0.011364487 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.000872894 
Max0.000983922 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.011630795 
Max0.013650253 
UnitgramPerMeterSquaredPerDay
Typereal
Min4.76e-07 
Max4.76e-07 
UnitgramPerMeterSquaredPerDay
Typereal
Min3.33e-07 
Max3.33e-07 
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typereal
Min0.010283504 
Max0.012072577 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.510245966 
Max0.576139042 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.01004809 
Max0.011364487 
UnitgramPerMeterSquaredPerDay
Typereal
Min0.000872894 
Max0.000983922 
Unitnumber
Typereal
Min0.711376671 
Max0.739295062 
Unitnumber
Typeinteger
Min-999 
Max-999 
Unitnumber
Typenatural
Min
Max
Unitnumber
Typereal
Min0.753727882 
Max0.818676991 
Unitnumber
Typereal
Min0.181323009 
Max0.246272118 
UnitgramPerMeterSquared
Typereal
Min12486.58763 
Max12556.90976 
UnitgramPerMeterSquared
Typereal
Min398.7736579 
Max401.5044962 
UnitgramPerMeterSquared
Typereal
Min40.24676834 
Max40.28273142 
UnitgramPerMeterSquared
Typereal
Min-0.138558463 
Max-0.122168328 
UnitmillimeterPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
UnitgramPerMeterSquaredPerDay
Typewhole
Min
Max
Unitnumber
Typereal
Min46.33780005 
Max46.33780005 
Unitnumber
Typereal
Min463.3780005 
Max463.3780005 
UnitgramPerMeterSquared
Typereal
Min0.009613123 
Max0.011152701 
UnitgramPerMeterSquared
Typereal
Min0.002061942 
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Missing Value Code:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
Accuracy Report:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
Accuracy Assessment:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
Coverage:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
Methods:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                

Non-Categorized Data Resource

Name:2020MELMultisiteClimate_xlsx
Entity Type:unknown
Description:Excel file with metadata and data sheets: Ecosystem responses to changes in climate and carbon dioxide in twelve mature ecosystems ranging from prairie to forest and from the arctic to the tropics
Physical Structure Description:
Object Name:2020MELMultisiteClimate.xlsx
Size:526671 bytes
Authentication:07a846bb72ca7b11b32194ce9c7e86fb Calculated By MD5
Externally Defined Format:
Format Name:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-arc/20133/2/3ec4b716b7ab20928c4630ed0f93683b

Non-Categorized Data Resource

Name:2020MELMultisiteClimate_zip
Entity Type:unknown
Description:Zip file containing the MEL executable, the driver files, the parameter files and the output files for each site
Physical Structure Description:
Object Name:2020MELMultisiteClimate.zip
Size:45651513 bytes
Authentication:73950148d0725464af1e60c6f0b76d19 Calculated By MD5
Externally Defined Format:
Format Name:application/zip
Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-arc/20133/2/d708e43f16e1a1c95b18480aaf65c024

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
https://vocab.lternet.edu/primary production, carbon cycling, nitrogen cycling, modeling, climate change, disturbance, nutrient cycling, phosphorus, nitrogen
Arctic LTERphosphorus cycling, carbon sequestration, carbon-nitrogen interactions, carbon-phosphorus interactions, LTER, ARC, BNZ, HBR, HFR, KBS, KNZ, NWT, AND, Caxiuanã

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package
Description:

We calibrate the MEL model to twelve ecosystems, eleven of which are within the National Science Foundation (NSF) Long-Term Ecological Research (LTER) program. These ecosystems are from a wide variety of biomes and climatic conditions ranging from prairie to forest and from the arctic to the tropics.

For each of the twelve sites, we run six 100-year simulations beginning from the calibrated steady state (72 simulations total). The six simulations are: (1) increasing CO2 from 400 to 800 μmol mol-1, (2) warming from current temperatures to current plus 3.5oC, (3) decreasing precipitation from 100% to 80% of the current annual rate, (4) increasing precipitation from 100% to 120% of the current annual rate, (5) doubling of CO2, 3.5oC warming, and 20% decrease in precipitation, and (6) doubling of CO2, 3.5oC warming, and 20% increase in precipitation.

For these simulations, increases in CO2 and temperature are linear over the 100 years. The temperature increase is added to the daily weather driver used to calibrate each site, thereby retaining current seasonal patterns in temperature. For decreases in precipitation, we assume drought conditions occur during the latter part of the growing season.  To impose this drought, we specify a rainfall pattern for year 100 in which rainfall events closest to the end of the growing season, but prior to the time litterfall begins, are removed. The cumulative volume of the rainfall events that are removed in year 100 is equal to 20% of the initial annual rainfall.  To meet this 20% cutoff, only a fraction of the earliest of these late-growing-season rainfall events is removed.  For increased precipitation, we use an analogous approach, but double the rainfall events during the latter part of the growing season, such that 20% of the annual rainfall volume is added to the year-100 rainfall pattern.  For the precipitation simulations, we transition linearly from the current rainfall pattern to the year-100 drought and augmented rainfall patterns.  Thus, in year 1 of the simulation, a small amount is removed or added to each of the affected late-growing-season rainfall events so that the annual precipitation decreases or increases by 0.2% of the initial annual precipitation. In subsequent years the same amount is removed or added to each of the affected rainfall events until the full drought or augmented rainfall pattern is imposed in year 100. For wet-sedge tundra (ARC-w) we increase or decrease run-in water in proportion to the increase or decrease in precipitation, but we leave the annual amount of NH4, NO3, PO4, DOC, and DON in the run-in unchanged (i.e., concentrations either decrease or increase as the run-in increases or decreases).

For all these simulations the drivers continue to change up through year 100 and therefore the ecosystems do not reach a new steady state. In any case, the ecosystems would require more than 100 years to establish a new steady state once the drivers no longer change because of the slow response time of soils. For the arctic and boreal sites, we simulate changes with warming in the rates of freeze and thaw of the seasonally active soil layer using a soil energy budget. However, we only account for soil down to the specified soil depth and therefore do not account for additional contributions to nutrient and C budgets from permafrost deeper than this depth.

This dataset contains the MEL executable, and the input and output files for all the simulations. There are four types of files, the MEL executable (MELVI v2.8.6.exe), the steady state parameter file for each site (SSS.v2.8.6.final.SS.par), a driver file for each site (SSS.Drivers.v2.8.6.drr), and twelve 100 year output files, two files for each of the six simulations at each site (SSS.XXXX.Dec31.out and SSS.XXXX.Jul31.out). SSS is the site code and XXXX is the treatment code (listed below) and Dec31 and Jul31 specify the day of year the output file contains. For example, ARCt.Ca.Dec31.out contains the simulation results for the arctic tussock tundra in response to a doubling of CO2 on Dec 31 of each year.

The data presented here is an example output file. The format of the output files is identical for all the sites.

Note: The output file contains a copy of the drivers in the driver file. The driver file is included in the data set so that the user can rerun the simulations. The first set of drivers listed in the output file are the values from the driver file. The "Proj..." drivers are the values used in the climate and CO2 simulations.

Ecosystem type Field site Site Code

Arctic Moist-acidic Tussock Tundra Arctic LTER, North Slope, AK ARC-t

Arctic Wet Sedge Tundra Arctic LTER, North Slope, AK ARC-w

Arctic Dry Heath Tundra Arctic LTER, North Slope, AK ARCh

Arctic Shrub Tundra Arctic LTER, North Slope, AK ARC-s

Alpine Dry Meadow Tundra Niwot Ridge LTER, Front Range, CO NWT

Restored Tall Grass Prairie Kellogg Biological Station LTER, southern MI KBS

Native Tall Grass Prairie Konza Prairie LTER, Flint Hills, KS KNZ

Boreal Lowland Black Spruce Forest Bonanza Creek LTER, Central AK BNZ-l

Boreal Upland Black Spruce Forest Bonanza Creek LTER, Central AK BNZ-u

Northern Hard-wood Forest Hubbard Brook LTER, central NH HBR

Transition Oak-Maple Forest Harvard Forest LTER, central MA HFR

Temperate Coniferous Forest H. J. Andrews LTER, Cascade Range, OR AND

Tropical Rain Forest Caxiuanã National Forest, Pará, Brazil CAX

Treatment Treatment Code

doubling of CO2 Ca

3.5oC warming T

20% decrease in precipitation Pptd

combined doubling of CO2, 3.5oC warming, and 20% decrease in precipitation Calld

20% increase in precipitation Ppti

combined doubling of CO2, 3.5oC warming, and 20% increase in precipitation Calli

1 year steady state run, daily output 1yr

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@environmentaldatainitiative.org
Web Address:
https://environmentaldatainitiative.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Edward Rastetter
Organization:MBL
Email Address:
erastetter@mbl.edu
Id:https://orcid.org/0000-0002-8620-5431
Individual: Bonnie Kwiatkowski
Organization:MBL
Email Address:
bkwiatkowski@mbl.edu
Id:https://orcid.org/0000-0003-0158-9753
Individual: David Kicklighter
Organization:MBL
Email Address:
dkicklighter@mbl.edu
Id:https://orcid.org/0000-0001-6820-2651
Individual: Audrey Barker Plotkin
Organization:Harvard University
Email Address:
aabarker@fas.harvard.edu
Id:https://orcid.org/0000-0002-4473-9785
Individual: Helene Genet
Organization:University of Alaska, Fairbanks
Email Address:
hgenet@alaska.edu
Id:https://orcid.org/0000-0003-4537-9563
Individual: Jesse Nippert
Organization:Kansas State University
Email Address:
nippert@ksu.edu
Individual: Kimberly O'Keefe
Organization:Saint Edward's University
Email Address:
kokeefe@stedwards.edu
Id:https://orcid.org/0000-0001-7799-0514
Individual: Steven Perakis
Organization:US Geological Survey
Email Address:
sperakis@usgs.gov
Id:https://orcid.org/0000-0003-0703-9314
Individual: Stephen Porder
Organization:Brown University
Email Address:
stephen_porder@brown.edu
Id:https://orcid.org/0000-0002-5279-766X
Individual: Sarah Roley
Organization:Michigan State University
Email Address:
sarah.roley@wsu.edu
Id:https://orcid.org/0000-0002-6733-9338
Individual: Roger Ruess
Organization:University of Alaska, Fairbanks
Email Address:
rwruess@alaska.edu
Id:https://orcid.org/0000-0003-4557-6161
Individual: Jonathan Thompson
Organization:Harvard University
Email Address:
jthomps@fas.harvard.edu
Id:https://orcid.org/0000-0003-0512-1226
Individual: William Wieder
Organization:University of Colorado, Boulder
Email Address:
wwieder@ucar.edu
Id:https://orcid.org/0000-0001-7116-1985
Individual: Kevin Wilcox
Organization:University of Wyoming
Email Address:
wilcoxkr@gmail.com
Id:https://orcid.org/0000-0001-6829-1148
Individual: Ruth Yanai
Organization:State University of New York
Email Address:
rdyanai@syr.edu
Id:https://orcid.org/0000-0001-6987-2489
Contacts:
Individual: Edward Rastetter
Organization:MBL
Email Address:
erastetter@mbl.edu
Id:https://orcid.org/0000-0002-8620-5431
Individual: Bonnie Kwiatkowski
Organization:MBL
Email Address:
bkwiatkowski@mbl.edu
Id:https://orcid.org/0000-0003-0158-9753
Individual: David Kicklighter
Organization:MBL
Email Address:
dkicklighter@mbl.edu
Id:https://orcid.org/0000-0001-6820-2651
Individual: Audrey Barker Plotkin
Organization:Harvard University
Email Address:
aabarker@fas.harvard.edu
Id:https://orcid.org/0000-0002-4473-9785
Individual: Helene Genet
Organization:University of Alaska, Fairbanks
Email Address:
hgenet@alaska.edu
Id:https://orcid.org/0000-0003-4537-9563
Individual: Jesse Nippert
Organization:Kansas State University
Email Address:
nippert@ksu.edu
Individual: Kimberly O'Keefe
Organization:Saint Edward's University
Email Address:
kokeefe@stedwards.edu
Id:https://orcid.org/0000-0001-7799-0514
Individual: Steven Perakis
Organization:US Geological Survey
Email Address:
sperakis@usgs.gov
Id:https://orcid.org/0000-0003-0703-9314
Individual: Stephen Porder
Organization:Brown University
Email Address:
stephen_porder@brown.edu
Id:https://orcid.org/0000-0002-5279-766X
Individual: Sarah Roley
Organization:Michigan State University
Email Address:
sarah.roley@wsu.edu
Id:https://orcid.org/0000-0002-6733-9338
Individual: Roger Ruess
Organization:University of Alaska, Fairbanks
Email Address:
rwruess@alaska.edu
Id:https://orcid.org/0000-0003-4557-6161
Individual: Jonathan Thompson
Organization:Harvard University
Email Address:
jthomps@fas.harvard.edu
Id:https://orcid.org/0000-0003-0512-1226
Individual: William Wieder
Organization:University of Colorado, Boulder
Email Address:
wwieder@ucar.edu
Id:https://orcid.org/0000-0001-7116-1985
Individual: Kevin Wilcox
Organization:University of Wyoming
Email Address:
wilcoxkr@gmail.com
Id:https://orcid.org/0000-0001-6829-1148
Individual: Ruth Yanai
Organization:State University of New York
Email Address:
rdyanai@syr.edu
Id:https://orcid.org/0000-0001-6987-2489
Organization:ARCTIC LTER
Position:Information Manger
Email Address:
arc_im@mbl.edu

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period
Begin:
2020-01-01
End:
2021-12-31
Sampling Site: 
Description:LTER Moist Acidic Tussock Tundra (MAT89) Arctic LTER Experimental Plots: Moist Acidic Tussock Tundra (MAT) Northeast corner block 1 near Toolik Field Station, North Slope, Alaska.
Site Coordinates:
Longitude (degree): -149.609589Latitude (degree): 68.624410999999995
Sampling Site: 
Description:LTER Shrub Tundra Block 1 Arctic LTER Experimental Plots: Shrub Tundra - Northeast corner Block 1 near Toolik Field Station, North Slope, Alaska.
Site Coordinates:
Longitude (degree): -149.587064Latitude (degree): 68.635624000000007
Sampling Site: 
Description:Niwot dry meadow tundra composite alpine dry meadow tundra Niwot Ridge, Colorado
Site Coordinates:
Longitude (degree): -105.62Latitude (degree): 40.049999999999997
Sampling Site: 
Description:Kellogg Biological Station restored tall grass prairie composite restored tall grass prairie at Kellogg Biological Station, Michigan
Site Coordinates:
Longitude (degree): -85.4Latitude (degree): 42.4
Sampling Site: 
Description:Konza Prairie native tall grass prairie composite native tall grass prairie at Konza Prairie, Kansas
Site Coordinates:
Longitude (degree): -96.58Latitude (degree): 39.08
Sampling Site: 
Description:Bonanza Creek lowland black spruce forest composite lowland black spruce forest near Bonanza Creek, Alaska
Site Coordinates:
Longitude (degree): -148.30000000000001Latitude (degree): 64.75
Sampling Site: 
Description:Bonanza Creek upland black spruce forest composite upland black spruce forest near Bonanza Creek, Alaska
Site Coordinates:
Longitude (degree): -148.30000000000001Latitude (degree): 64.75
Sampling Site: 
Description:Hubbard Brook northern hardwood forest composite northern hardwood forest in Hubbard Brook, NH
Site Coordinates:
Longitude (degree): -71.73Latitude (degree): 43.95
Sampling Site: 
Description:Harvard Forest oak-maple forest composite transition oak-maple forest in Harvard Forest, Massachusetts
Site Coordinates:
Longitude (degree): -72.180000000000007Latitude (degree): 42.53
Sampling Site: 
Description:HJ Andrews temperate coniferous forest composite temperate coniferous forest at HJ Andrews Experimental Forest, Oregon
Site Coordinates:
Longitude (degree): -122.17Latitude (degree): 44.23
Sampling Site: 
Description:Caxiuanã tropical rain forest composite lowland tropical rainforest near Caxiuanã National Forest, Pará, Brazil
Site Coordinates:
Longitude (degree): -51.43Latitude (degree): -1.8

Project

Parent Project Information:

Title:Biogeochemical Responses to Variations in Climate and Disturbance in Terrestrial Ecosystems
Personnel:
Individual: Edward Rastetter
Role:Principal Investigator
Funding: NSF 1651722
Related Project:
Title:LTER: The Role of Biogeochemical and Community Openness in Governing Ecological Change in Arctic Ecosystems
Personnel:
Individual: Edward Rastetter
Role:Principal Investigator
Funding: NSF 1637459
Related Project:
Title:LTER: Long-term research on the dynamics of high-elevation ecosystems -- a framework for understanding ecological responsiveness to climate change
Personnel:
Individual: Katharine Suding
Role:Principal Investigator
Funding: NSF 1637686
Related Project:
Title:LTER: KBS - Mechanisms of Resilience in Agricultural Landscapes
Personnel:
Individual: Nicholas Haddad
Role:Principal Investigator
Funding: NSF 1832042
Related Project:
Title:LTER: Manipulating drivers to assess grassland resilience
Personnel:
Individual: Jesse Nippert
Role:Principal Investigator
Funding: NSF 2025849
Related Project:
Title:LTER: Cross-scale controls over responses of the Alaskan boreal forest to changing disturbance regimes
Personnel:
Individual: Michelle Mack
Role:Principal Investigator
Funding: NSF 1636476
Related Project:
Title:LTER: Long Term Ecological Research at the Hubbard Brook Experimental Forest
Personnel:
Individual: Peter Groffman
Role:Principal Investigator
Funding: NSF 1637685
Related Project:
Title:LTER: From Microbes to Macrosystems: Understanding the response of ecological systems to global change drivers and their interactions
Personnel:
Individual: Jonathan Thompson
Role:Principal Investigator
Funding: NSF 1832210
Related Project:
Title:LTER: Long-Term Ecological Research at the H.J. Andrews Experimental Forest (LTER8)
Personnel:
Individual: Michael Nelson
Role:Principal Investigator
Funding: NSF 2025755
Related Project:
Title:LTER: The Ecology of Row Crop Ecosystems and Landscapes at the KBS LTER Site
Personnel:
Individual: Stephen Hamilton
Role:Principal Investigator
Funding: NSF 1637653
Related Project:
Title:RCN: INCyTE: Investigating Nutrient Cycling in Terrestrial Ecosystems: Integrating Observations, Experiments, and Models
Personnel:
Individual: Cory Cleveland
Role:Principal Investigator
Funding: NSF 1754126
Related Project:
Title:Using root and soil traits to forecast woody encroachment dynamics in mesic grassland
Personnel:
Individual: Jesse Nippert
Role:Principal Investigator
Funding: DOE DESC0019037
Related Project:
Title:Hubbard Brook Experimental Forest
Personnel:
Individual: USDA Forest Service Norhtern Research Station
Role:Principal Investigator
Funding: USDA Forest Service USFS
Related Project:
Title:HJ Andrews Experimental Forest
Personnel:
Individual: USDA Forest Service Pacific Northwest Research Station
Role:Principal Investigator
Funding: USDA Forest Service USFS

Maintenance

Maintenance:
Description:Oct 6, 2021: Initial publication BK.
Frequency:
Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'megaJoulePerMeterSquaredPerDay'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'megaJoulePerMeterSquaredPerDay'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'illuminance'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'Amount of energy per square meter surface per day'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'partPerMillion'
        |     |     |     |  \___attribute 'multiplierToSI' = '1'
        |     |     |     |  \___attribute 'name' = 'partPerMillion'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'dimensionless'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'ratio of two quantities as parts per million (1:1000000)'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterSquaredPerMeterSquared'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterSquaredPerMeterSquared'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = ''
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'Leaf area  in square meter per square meter of ground'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'millimeterPerMegapascalPerHour'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'millimeterPerMegapascalPerHour'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'pressure'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'meterCubedPerGram'
        |     |     |     |  \___attribute 'multiplierToSI' = ''
        |     |     |     |  \___attribute 'name' = 'meterCubedPerGram'
        |     |     |     |  \___attribute 'parentSI' = ''
        |     |     |     |  \___attribute 'unitType' = 'specificVolume'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'cubic meters per day = 1000 liters per m^3 *60sec/min*60min/hr*24hr/day'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

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