Advances and prospects on monitoring and modeling of Drosophila suzukii in Europe
Wädenswil, Switzerland 26-27 March 2013 COST-Action FA 1104 Meeting – WG3 Crop Protection
to assess distribution and diffusion
of D. suzukii
Alessandro Cini, UPMC, FEM &
Gianfranco Anfora, FEM
What’s going on in Trentino?
-MONITORING IN TRENTINO
-Alberto Grassi, Gianfranco Anfora (FEM, Trento) alberto.grassi@fmach.it
What’s going to happen in the future?
-MODELING IN TRENTINO (but not only in Trentino)
-Markus Neteler, Duccio Rocchini, Gianfranco Anfora (FEM, Trento) markus.neteler@fmach.it
Where did the pest arrive and spread?
-TRACKING THE ORIGIN/S OF THE INVASION
-Alessio Papini, Ugo Santuososso (Univ. of Florence) cini.ales@gmail.com
What’s going on in Trentino?
-MONITORING IN TRENTINO
-Alberto Grassi, Gianfranco Anfora (FEM, Trento) alberto.grassi@fmach.it
Apple vinegar Seasonal dynamics of D. suzukii captures in Trentino
APRIL APRIL MAY JUNE JULY AUG. SEPT. OCT. NOV. DEC.MAY JUNE JULY AUG. SEPT. OCT. NOV. DEC.
# A D U LT S / TR A P / W EE K
Winter Winter-Spring Summer
Mean daily temp. (°C) – San Michele
Why a reduced population growth in 2012?
Mass trapping (about 50000 traps) Sanitation procedures
Better tuned used of chemicals
a- PREVENTION AND CONTROL PROCEDURES b- CLIMATE
b a
- Lower Temperatures - Fewer precipitations Total Rain (mm) 21- Dec/ 20 March 2010 308 2011 215,4 2012 50,2
CLIMATE –
winter
A more difficult winter for flies?Possible increase in mortality of
OVERWINTERING individuals
High mortality of spontaneous
blueberry plants in the wild (blueberry is a summer host of SWD)
25 March: 260260 DD DD
(First activity of OW females)
1) Exceptionally warm climate in the second half of February and during March (the warmest March since 1921) Accumulation of Degree-Day (DD)
25 March: 260260 DD DD
(First activity of OW females)
1) Exceptionally warm climate in the second half of February and during March (the warmest March since 1921) Accumulation of Degree-Day (DD) A strong stimulus for adults to leave overwintering
site and exit the diapause.
Confirmation of movements in the lowlands
CLIMATE –
Winter/Spring
.1Week # Date Catches
9 27/2-4/3 1♀
12 19-25/3 1♀
13 26/3-1/4 3♀ + 2♂ 14 2-8/4 6♀ + 6♂
25 March: 260260 DD DD
(First activity of OW females)
1) Exceptionally warm climate in the second half of February and during March (the warmest March since 1921) Accumulation of Degree-Day (DD)
A strong stimulus for adults to leave
overwintering site and exit the diapause.
CLIMATE –
Winter/Spring
.22) Rapid drop of temp. slow down of DD accumulation
Interference with already active individuals ? Relevant decrease in cherries prodution (both
cultivated and spontaneous) ca 60%.
25 March: 260260 DD DD
(First activity of OW females)
1) Exceptionally warm climate in the second half of February and whole March (the warmest March since 1921) Accumulation of Degree-Day (DD)
Likely, a strong stimulus for adults to leave
overwrintering site and exit the diapause.
CLIMATE –
Winter/Spring
.22) Rapid drop-down of temp slow down of DD accumulation
Interference with already active individuals ? Relevant decrease in cherries prodution (both
cultivated and spontaneous) ca 60%.
Effects on first generations development?
Mean # adults/trap/week on cherries (July- weeks 26-31)
26 27 28 29 30 31 tot
2011 0 0,6 0,7 2,6 6,4 27 37
2012 0 0 0,4 0,15 0,95 7,12 8,6
- Stasis in population growth: a critical period for SWD?
- Increase in average temperatures
- Higher max temp. in 2012 - Reduced precipitations
S. MICHELE (205 m)
PERGINE (475 m) YEAR °C WEEK °C WEEK
2010 32.5 33 32.1 33
2011 35.7 33 34.8 33
2012 36.5 34 36.2 34
- Stasis in population growth: a critical period for SWD?
Stasis in population growth:
A critical period for SWD?
FATTORI CLIMATICI –
estate
- Increase in average temperatures
- Higher max temp in 2012 - Reduced precipitations
S. MICHELE (205 m)
PERGINE (475 m) YEAR °C WEEK °C WEEK
2010 32.5 33 32.1 33
2011 35.7 33 34.8 33
2012 36.5 34 36.2 34
Reduction in available males for mating?
Reduction in reproduction
Reduced pop. growth & reduced infestations?
Winter Winter-Spring Summer
Mean daily temp. (°C) – San Michele
Colder & drier Precocious activation
followed by unusual late cold climate
Higher max Temp.
Summer matings OW
OW / First generations
«DROSKIDRINK» in RED BOTTLES: A HIGH-PERFORMANCE TRAP
77 TRAPS 29700 ADULTS CAUGHT 386 ADULTS/TRAP 55 TRAPS 62100 ADULTS
CAUGHT 1129 ADULTS/TRAP
DROSKIDRINK APPLE VINEGAR
APRIL APRIL MAY JUNE JULY AUG. SEPT. OCT. NOV. DEC.MAY JUNE JULY AUG. SEPT. OCT. NOV. DEC.
# A D U LS T / TR A P / W EE K
What’s going on in Trentino?
-MONITORING IN TRENTINO
What’s going to happen in the future?
MODIS satellite sensor derived LST maps microclimatic
characteristics peculiar to complex terrains, which would not be visible in maps commonly derived from interpolated
meteorological station data.
Reconstructed daily land surface temperature (LST) data from satellites have been successfully used to predict areas of short term invasion of the invasive
species [e.g. tiger mosquito, Neteler et al., 2011; Roiz et al., 2011)
Land Surface Temperature (LST) maps allow
temperature-based indicators to be derived in a GIS framework.
We coupled information from DD models (Damus 2009, Coop 2010)
with Modis derived LSt map with a GIS approach.
To build predictive model with high resolution at the local geographic scale - First egg laying; first emergence…
FIRST EGG LAYING BY FEMALES
Field data from 2011 show good overal fit with the produced map
FIRST ADULTS EMERGENCE
Field data from 2011 show good overal fit with the produced map
2012
What’s going on in Trentino?
-MONITORING IN TRENTINO
What’s going to happen in the future?
-MODELLING IN TRENTINO (but not only in Trentino)
Where did the pest arrive and spread?
Tracking the origin of introduction in Europe
Calabria et al. 2012 Cini et al. 2012
-Understanding the introduction pathways
-preventing new/recurrent colonization
Simultaneous reports from Italy and Spain
Geographic profiling:
a new technique to identify the probable spreading center
The Geographic Profiling function generates a
surface where each pixel has a different priority score indicating the optimal search pattern for the sources of invasive species (Stevenson et al. 2012).
Gp outperforms traditional techniques to find source population of invasive species
Geoprofiling approach
Parameters: from Stevenson et al. 2012
Python program Geoprof1_3.py
Data:
C. Baroffio, A. Escudero + published reports and papers
(e.g. Calabria et al., 2012, Suss & Costanzi 2011 …)
Spatial resolution: Heterogeneity in
reports not possible to use GPS data standardized using a 30X30 km grid. One point per cell.
Temporal resolution:
we used presence data for years from 2008 to 2010 and 2008 to 2011. Before 2010 too few data to
produced reliable results, after 2012 too much data: high monitoring campaign in some but not all
region. The early post invasion period is crucial.
More than 70 locations (2008-2010) and more than 100 (2008-2011)
20082010 distribution
Variation in algorithm parameters changes the area but not the localization
20082011 distribution
Again, slightly different area but same localization
Only those countries where SWD is reported. e.g. China, Thailand,
Propagule pressure
(tons of potentially infested hosts imported) is higher in France
What’s going on in Trentino?
-MONITORING IN TRENTINO
-Importance of climate; support for modelling, new trap protocol
What’s going to happen in the future?
-MODELING IN TRENTINO (but not only in Trentino)
-GIS based predictive model can be reliable, but should be
implemented
Where did the pest arrive and spread?
-TRACKING THE ORIGIN/S OF THE INVASION
- France as origin of spread? prioritizing investigation areas for population genetics