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  4. Model performance and output variables for phenological events across land cover types in the Northwestern Plains, 1989-2014

Model performance and output variables for phenological events across land cover types in the Northwestern Plains, 1989-2014

Dates

Publication Date
Start Date
1989-01-01
End Date
2014-12-31

Citation

Wood, D.J.A., Stoy, P.C., Powell, S.L., and Beever, E.A., 2022, Model performance and output variables for phenological events across land cover types in the Northwestern Plains, 1989-2014: U.S. Geological Survey data release, https://doi.org/10.5066/P9Z47EWL.

Summary

Many aspects of recurring plant developmental events – vegetation phenology – are measured by remote sensing. By consistently measuring the timing and magnitude of the growing season, it is possible to study the complex relationships among drivers of the seasonal cycle of vegetation, including legacy conditions. We studied the role of current and legacy climate, and contextual factors on the land surface phenology of the U.S. Northern Great Plains. Specifically, we used annual and seasonal climate variables (e.g., temperature, precipitation, growing degree days, and vapor pressure deficit) covering the current year and the past four years derived from the PRISM climate dataset. We also included soils, disturbance, and within pixel [...]

Contacts

Point of Contact :
David J A Wood
Process Contact :
David J A Wood
Originator :
David J A Wood, Paul C Stoy, Scott L Powell, Erik A Beever
Metadata Contact :
GS-NOROCK Data Steward
Publisher :
U.S. Geological Survey
Distributor :
U.S. Geological Survey - ScienceBase
SDC Data Owner :
Northern Rocky Mountain Science Center
USGS Mission Area :
Ecosystems

Attached Files

Click on title to download individual files attached to this item.

phenological_model_performance.xml
Original FGDC Metadata
View 		26.85 KB application/fgdc+xml
T1_ModelOutput.csv 398 Bytes text/csv
TS2_RF_Assumptions.csv 176 Bytes text/csv
TS345_VariableImportanceScores.csv 5.02 KB text/csv

Purpose

Data presented here contain data products resulting from the analyses in the associated publication described in the Larger Works Cited section.

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  • Northern Rocky Mountain Science Center
  • USGS Data Release Products

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Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P9Z47EWL

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