Raptor resource selection in agroecosystems: cover crops and definitions of availability matter

Listed in Datasets

By Megan Zagorski1, Rob Swihart1

Purdue University

Raptor habitat selection in cover-cropped agroecosystems of west-central Indiana and the influence of definitions of availability on habitat models.

Version 1.0 - published on 09 Jan 2020 doi:10.4231/83SG-7P52 - cite this Content may change until committed to the archive on 09 Feb 2020

Licensed under CC0 1.0 Universal


Many foraging raptors in agroecosystems have declined as agriculture has intensified.  Cover crops are a recent trend in areas of intensive row-crop agriculture in the Midwestern United States that could positively affect raptors by increasing the abundance and distribution of raptor prey including small mammals.  We assessed the habitat use of 2 species of raptors, American Kestrel (Falco sparverius) and Red-tailed Hawk (Buteo jamaicensis), and specifically tested for selection of areas near cover-cropped fields.  We conducted 1184 km of roadside transects in 2018 and 2019 in west-central Indiana and recorded 191 detections of our focal species. We constructed resource selection functions within a use-availability design to evaluate raptor habitat use with a series of weighted logistic regression models.  For each species, we fit models at 2 scales (transect and landscape) and with 2 definitions of available points (completely random and random subject to constraints of hunting method).  American Kestrels were strongly associated with cover-cropped agricultural fields.  Red-tailed Hawks were strongly associated with woodlots.  Scale did not greatly affect the inclusion of habitat variables into top models for either species.  Random models identified potential perch sites, whereas constrained random models identified more subtle habitat preferences not included in the random models.  For American Kestrels constrained models revealed avoidance of woodland perches and selection of perch sites near fields lacking cover crops.  For Red-tailed Hawks, constrained models revealed habitat associations, particularly avoidance of utility lines and human development, that were absent or de-emphasized in random models.  Modeling resource selection with constrained random availability will work best for well-studied species with discrete, easily mapped habitat features.  If damage to commodity crops by rodents in cover-cropped fields is a concern, management of raptors should focus on kestrels and could include erection of artificial perches and nest boxes, and enhancement of permanent hunting habitat. 

Cite this work

Researchers should cite this work as follows:


The Purdue University Research Repository (PURR) is a university core research facility provided by the Purdue University Libraries, the Office of the Executive Vice President for Research and Partnerships, and Information Technology at Purdue (ITaP).