References

EFI Standards

Dietze, Michael C., R. Quinn Thomas, Jody Peters, Carl Boettiger, Gerbrand Koren, Alexey N. Shiklomanov, and Jaime Ashander. 2023. “A Community Convention for Ecological Forecasting: Output Files and Metadata Version 1.0.” Ecosphere 14 (11): e4686. https://doi.org/10.1002/ecs2.4686.

CADWR LandIQ Crop Map

California Department of Water Resources. (2018). Statewide Crop Mapping—California Natural Resources Agency Open Data. Retrieved “Oct 14, 2024” from https://data.cnra.ca.gov/dataset/statewide-crop-mapping.

CalAdapt

Lyons, Andrew and R Development Core Team. 2025. “Caladaptr: Tools for the Cal-Adapt API in R.” Manual. https://ucanr-igis.github.io/caladaptr.

SoilGrids250m

Hengl, T. et al. 2017. “SoilGrids250m: Global Gridded Soil Information Based on Machine Learning.” PLoS ONE 12(2): e0169748. https://doi.org/10.1371/journal.pone.0169748

ERA5 Climate Data

Hersbach, H. et al. 2020. “The ERA5 Global Reanalysis.” Quarterly Journal of the Royal Meteorological Society 146: 1999–2049. https://doi.org/10.1002/qj.3803

CalAdapt Climate Zones CalAdapt. 2024. “Climate Zones.” Accessed October 14, 2024. https://cal-adapt.org/tools/climate-zones/.

SIPNET

Braswell, Bobby H., William J. Sacks, Ernst Linder, and David S. Schimel. 2005. “Estimating Diurnal to Annual Ecosystem Parameters by Synthesis of a Carbon Flux Model with Eddy Covariance Net Ecosystem Exchange Observations.” Global Change Biology 11 (2): 335–55. https://doi.org/10.1111/j.1365-2486.2005.00897.x.

Sacks, William J., David S. Schimel, Russell K. Monson, and Bobby H. Braswell. 2006. “Model‐data Synthesis of Diurnal and Seasonal CO2 Fluxes at Niwot Ridge, Colorado.” Global Change Biology 12 (2): 240–59. https://doi.org/10.1111/j.1365-2486.2005.01059.x.

Random Forest

Liaw, Andy, and Matthew Wiener. 2002. “Classification and Regression by randomForest.” R News 2 (3): 18–22. https://CRAN.R-project.org/doc/Rnews/.