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EM Identity and Description

EM ID variable.detail.emIdHelp ?	EM-79
Document Author variable.detail.emDocumentAuthorHelp ?	Lavorel, S., Grigulis, K., Lamarque, P., Colace, M-P, Garden, D., Girel, J., Pellet, G., and Douzet, R.
Document Year variable.detail.emDocumentYearHelp ?	2011

Variable General Info

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Variable ID variable.detail.varIdHelp ?	1032	3262	1031	1034
Symbol variable.detail.varSymbolHelp ?	Not reported	Not reported	FD_Flo	FD_Flo
Qualitative-Quantitative variable.detail.continuousCategoricalHelp ?	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)	Quantitative (Cardinal Only)
Cardinal-Ordinal variable.detail.cardinalOrdinalHelp ?	Cardinal	Cardinal	Cardinal	Cardinal
Units variable.detail.varUnitsHelp ?	m	unitless	unitless	unitless

Variable Typology

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Predictor-Intermediate-Response variable.detail.displayVariableTypeHelp ?	Predictor	Predictor	Response	Response
Predictor Variable Type variable.detail.displayPredictorVariableTypeHelp ?	Time- or Space-varying Variable	Constant or Parameter	Not applicable	Not applicable
Response Variable Type variable.detail.resClassHelp ?	Not applicable	Not applicable	Computed Variable	Observed Variable
Data Source/Type variable.detail.dataTypeHelp ?	Map or database (e.g., wide coverage, wide availability, measured or modeled)	Statistically estimated (use for statistically estimated EMs only)	Not applicable	Local Field/Lab Data (e.g., particular to the EM study)
Variable Classification Hierarchy variable.detail.vchLevel1Help ?	2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric	2. Land Surface (or Water Body) Cover, Use, Substrate, or Metric	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services	5. Ecosystem Attributes and Potential Supply of Ecosystem Goods and Services
	--Geographic position, horizontal or vertical	--Geographic position, horizontal or vertical	--Biological characteristics, processes or requirements of living ecosystem components	--Biological characteristics, processes or requirements of living ecosystem components
	----Elevation, altitude, bathymetry	----Elevation, altitude, bathymetry	----Biological characteristics, processes or requirements of flora and fungi	----Biological characteristics, processes or requirements of flora and fungi
			------Herbaceous plants (grasses, forbs)	------Herbaceous plants (grasses, forbs)

Variable Spatial Characteristics

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Spatial Extent Area variable.detail.spExtentHelp ?	10-100 km^2	Not recorded for Constant or Factor Variables	10-100 km^2	10-100 km^2
Spatially Distributed? variable.detail.spDistributedHelp ?	Yes	Not recorded for Constant or Factor Variables	Yes	Yes
Observations Spatially Patterned? variable.detail.regularSpGrainHelp ?	Yes	Not recorded for Constant or Factor Variables	Yes	No
Spatial Grain Type variable.detail.spGrainTypeHelp ?	area, for pixel or radial feature	Not recorded for Constant or Factor Variables	area, for pixel or radial feature	Not applicable
Spatial Grain Size variable.detail.spGrainSizeHelp ?	20 m x 20 m	Not recorded for Constant or Factor Variables	20 m x 20 m	Not applicable
Spatial Density variable.detail.spDensityHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	39 variable observations across 13 km^2
EnviroAtlas URL variable.detail.enviroAtlasURLHelp ?

Variable Temporal Characteristics

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Temporal Extent variable.detail.tempExtentHelp ?	2007-2008	Not recorded for Constant or Factor Variables	2007-2008	2007-2008
Temporally Distributed? variable.detail.tempDistributedHelp ?	No	Not recorded for Constant or Factor Variables	No	Yes
Regular Temporal Grain? variable.detail.regularTempGrainHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	Yes
Temporal Grain Size Value variable.detail.tempGrainSizeValHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	1
Temporal Grain Size Units variable.detail.tempGrainSizeUnitHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	Year
Temporal Density variable.detail.tempDensityHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	Not applicable

Variable Values

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Units variable.detail.estUnitHelp ?	m	Not reported	unitless	Not reported
Min Value variable.detail.minEstHelp ?	1552	Not reported	46	Not reported
Max Value variable.detail.estHelp ?	2442	Not reported	81	Not reported
Other Value Type variable.detail.natureOtherEstHelp ?	Not applicable	Not applicable	Not applicable	Not applicable
Other Value variable.detail.otherEstHelp ?	Not reported	Not reported	Not reported	Not reported

Variable Variability and Sensitivity

Name variable.detail.varNameHelp ?	Altitude	Coefficient on altitude for functional divergence in flowering date	Functional divergence of flowering date (modeled)	Functional divergence of flowering date (observed)
Variability Expression Given? variable.detail.variabilityExpHelp ?	No	Not recorded for Constant or Factor Variables	No	No
Variability Metric variable.detail.variabilityMetricHelp ?	None	None	None	None
Variability Value variable.detail.variabilityValueHelp ?	None	None	None	None
Variability Units	None	None	None	None
Resampling Used? variable.detail.bootstrappingHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	Not applicable
Variability Expression Used in Modeling? variable.detail.variabilityUsedHelp ?	Not applicable	Not recorded for Constant or Factor Variables	Not applicable	Not applicable

Variable Operational Validation (Response Variables only)

Name

Functional divergence of flowering date (modeled)

Functional divergence of flowering date (observed)

Variable ID

1031

1034

Validated?

Not applicable

Validation Approach (within, between, etc.)

None

Validation Quality (Qual/Quant)

None

Validation Method (Stat/Deviance)

None

Validation Metric

None

Validation Value

None

Validation Units

None

Use of Measured Response Data

None

Statistical estimation

US EPA

EcoService Models Library (ESML)

Variables Details

: (EM-79)