A Generalized Additive Model Correlating Blacklegged Ticks With White-Tailed Deer Density, Temperature, and Humidity in Maine, USA, 1990–2013

Author:

Elias Susan P1ORCID,Gardner Allison M2,Maasch Kirk A34,Birkel Sean D34,Anderson Norman T5,Rand Peter W1,Lubelczyk Charles B1,Smith Robert P1

Affiliation:

1. Maine Medical Center Research Institute, Vector-borne Disease Research Laboratory, Scarborough, ME

2. School of Biology and Ecology, University of Maine, Orono, ME

3. School of Earth and Climate Sciences, University of Maine, Orono, ME

4. Climate Change Institute, University of Maine, Orono, ME

5. Anderson Environmental Health, Winslow, ME

Abstract

Abstract Geographical range expansions of blacklegged tick [Ixodes scapularis Say (Acari: Ixodidae)] populations over time in the United States have been attributed to a mosaic of factors including 20th century reforestation followed by suburbanization, burgeoning populations of the white-tailed deer [Odocoileus virginianus Zimmerman (Artiodactyla: Cervidae)], and, at the northern edge of I. scapularis’ range, climate change. Maine, a high Lyme disease incidence state, has been experiencing warmer and shorter winter seasons, and relatively more so in its northern tier. Maine served as a case study to investigate the interacting impacts of deer and seasonal climatology on the spatial and temporal distribution of I. scapularis. A passive tick surveillance dataset indexed abundance of I. scapularis nymphs for the state, 1990–2013. With Maine’s wildlife management districts as the spatial unit, we used a generalized additive model to assess linear and nonlinear relationships between I. scapularis nymph abundance and predictors. Nymph submission rate increased with increasing deer densities up to ~5 deer/km2 (13 deer/mi2), but beyond this threshold did not vary with deer density. This corroborated the idea of a saturating relationship between I. scapularis and deer density. Nymphs also were associated with warmer minimum winter temperatures, earlier degree-day accumulation, and higher relative humidity. However, nymph abundance only increased with warmer winters and degree-day accumulation where deer density exceeded ~2 deer/km2 (~6/mi2). Anticipated increases in I. scapularis in the northern tier could be partially mitigated through deer herd management.

Funder

Maine Medical Center Research Institute

Maine Department of Health and Human Services

National Science Foundation

Integrative Graduate Education and Research Traineeship

Adaptation to Abrupt Climate Change

Publisher

Oxford University Press (OUP)

Subject

Infectious Diseases,Insect Science,General Veterinary,Parasitology

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