These data are statistical model outputs for Flat-tailed horned lizard
(Phrynosoma mcallii) species distribution, completed by Frank Davis’
Biogeography Lab at UC Santa Barbara. Based on examination of species
observation data and consultation with biologists, CBI used the model's broad
extent masked to the following USFS ecoregion subsections: 322Cd, 322Cc, 322Cb,
322Ca. Post-processing was also performed to remove scattered pixels in the
agricultural lands to the south of the Salton Sea. Post-processing was performed
again on 6/25/2013 to remove additional habitat predicted in agricultural
lands.
The binary layer depicts predicted suitable habitat using the equal
training sensitivity and specificity threshold (0.2456) and was processed by CBI
to include the FTHL Borrego Badlands management area and to exclude areas
outside of the species' historic range, based on data provided by Tony McKinny
of US Fish and Wildlife Service. Agricultural areas south of the Salton Sea were
selectively eliminated based on expert opinion.
The UCSB Biogeography Lab used Maxent to generate predictions of
habitat occupancy for ~70 species for the CA Energy Commission’s project
“Cumulative Biological Impacts Framework for Solar Energy in the CA Desert”,
500-10-021. Species distribution models were produced at 270 m resolution using
a subset of 22 environmental variables. Models were evaluated with 10-foldcross
validated AUC scores. Both continuous probability surfaces and binary layers are
available for each species modeled. For Phrynosoma mcallii, Max Sensitivity +
Specificity threshold = 0.2456; best AUC = 0.9314; mean AUC = 0.9286.
For more information on the environmental variables used, modeling process, and model diagnostics, please refer to the supporting document “Data Descriptions: UCSB DRECP Species Distribution Models, June 12, 2013" provided by Frank Davis.