Weather and prevalence of Nosema spp. in honey bee colonies A 9-year cohort study of apiaries in NE Germany Anto Raja Dominic1,3, Sebastian Gisder2, Elke Genersch2 & Andreas Linde1 1
Hochschule für nachhaltige Entwicklung Eberswalde, Dept. of Forest and Environment, Alfred-Möller-Str. 1, 16225, Eberswalde, Germany. (
[email protected]) 2 Länderinstitut für Bienenkunde Hohen Neuendorf e.V., Friedrich-Engels-Str. 32, 16540, Hohen Neuendorf, Germany (
[email protected]) 3 Freie University, Berlin, Germany
Nosema ceranae - history Apis mellifera
Nosema apis Nosema ceranae (Fries et al. 1996)
Nosema ceranae - history Apis mellifera
Nosema apis Nosema ceranae (Fries et al. 1996)
Nosema ceranae - history Apis mellifera
Nosema apis Nosema ceranae (Fries et al. 1996)
N. ceranae – prevalence (post2003)
N. ceranae N. apis
Adapted from Klee et al. 2007
Study region Study area: 6 federal states of NE Germany Mainz
Area: ~110, 000 km2
Objectives 1. Temporal trends 2. Nosema vs temperature
(field data and recorded weather) 3. Predictive models based on weather
Data source: Nosema prevalence
Data source: 44 apiaries (~10 colonies/apiary) Time period: 2005-2013 spring and autumn prevalence
X Location of the apiaries
Data source: Weather
Daily weather data: 27 weather stations Location of weather stations
Current prevalence
spring prevalence: autumn prevalence:
30% 10%
1. Temporal trends
1. Temporal trends
1. Temporal trends
1. Temporal trends
1. Temporal trends Spring
From around 2009, Autumn
N. ceranae >= N. apis
2. Nosema vs winter temperature N. ceranae (Spring)
10 °C
N. apis (Spring)
lower prevalence of N. ceranae lower prevalence of N. apis
2. Nosema vs winter temperature
(Intercept) Tmin33 °C
N. apis (Autumn)
higher prevalence of N. ceranae N. apis – no significant effect
in-vivo studies by Martin-Hernandez et al. 2009, Williams et al. 2014
3. Predictive models 0.17%
0.4%
0.01%
0.02%
X observed prevalence O predicted values
LOOCV error rates in RED
Summary 1. At the regional level i. N. ceranae is increasing ii. N. apis is decreasing 2. Cold winters lower N. ceranae prevalence 3. Spring Nosema prevalence lowered by warm late winters
4. Hot summers are advantageous to N. ceranae 5. Promising forecast risk models
Thank you for your attention
MeteoGroup, Berlin
Regression models: prediction N. Ceranae (Spring) (Intercept) tmin