EverSparrow model scripts and outputs

EverSparrow is a spatially explicit Bayesian model of Cape Sable Seaside Sparrow (Ammospiza maritima mirabilis; CSSS) presence that quantifies the interdependent relationships between a range of environmental factors and CSSS presence. Using hydrologic conditions such as mean 4-year hydroperiod and maximum depth, fire occurrence history, and vegetation structure throughout the range of CSSS, EverSparrow provides weekly probabilities of CSSS presence on a 400 x 400 m grid. Here we provide the modeling scripts used to develop EverSparrow (including the frequentist model developed and included in the ensemble model), the validation scripts, a script to run the EverSparrow model and create predicted surfaces of CSSS probability of presence, and a netcdf showing predicted probability of presence from 1995 through 2020. For full details of the model development process, see Larger Work citation.

Data and Resources

Field Value
accessLevel public
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identifier USGS:611c57f1d34e40dd9c00029b
metadata_type geospatial
modified 20211008
old-spatial -81.2741, 25.1229, -80.4199, 25.7653
publisher U.S. Geological Survey
publisher_hierarchy Department of the Interior > U.S. Geological Survey
resource-type Dataset
source_datajson_identifier true
source_hash 169205f89ec9cd528e5184d80a3523d48bc87fea
source_schema_version 1.1
spatial {"type": "Polygon", "coordinates": [[[-81.2741, 25.1229], [-81.2741, 25.7653], [ -80.4199, 25.7653], [ -80.4199, 25.1229], [-81.2741, 25.1229]]]}
theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • amerigeo
  • amerigeoss
  • ckan
  • decision-support-methods
  • endangered-species
  • everglades
  • geo
  • geoss
  • national
  • north-america
  • southern-florida
  • statistical-modeling
  • united-states
  • usgs-611c57f1d34e40dd9c00029b
  • usgs-ema-low-sb-tampe-listed-birds
  • wetland-restoration
isopen False
license_id notspecified
license_title License not specified
maintainer Saira M Haider
maintainer_email shaider@usgs.gov
metadata_created 2025-11-21T07:20:46.196030
metadata_modified 2025-11-21T07:20:46.196034
notes EverSparrow is a spatially explicit Bayesian model of Cape Sable Seaside Sparrow (Ammospiza maritima mirabilis; CSSS) presence that quantifies the interdependent relationships between a range of environmental factors and CSSS presence. Using hydrologic conditions such as mean 4-year hydroperiod and maximum depth, fire occurrence history, and vegetation structure throughout the range of CSSS, EverSparrow provides weekly probabilities of CSSS presence on a 400 x 400 m grid. Here we provide the modeling scripts used to develop EverSparrow (including the frequentist model developed and included in the ensemble model), the validation scripts, a script to run the EverSparrow model and create predicted surfaces of CSSS probability of presence, and a netcdf showing predicted probability of presence from 1995 through 2020. For full details of the model development process, see Larger Work citation.
num_resources 2
num_tags 16
title EverSparrow model scripts and outputs