The University of Pavia and the Alpine Wildlife Research Centre of the Gran 
Paradiso National Park  organize a Summer school on: “Advances in Species 
distribution modelling for ecological studies and conservation” (Pavia and 
Cogne, Italy 12-18 September 2011).

The summer school is organized by Prof. Giuseppe Bogliani (University of Pavia) 
and Dr. Achaz von Hardenberg (Alpine Wildlife Research Centre, GPNP)

Invited lecturers include: Jane Elith (University of Melbourne, Australia), 
Gurutzeta Guillera-Arroita (University of Kent, UK), Marc Kery (Vogelwarte 
Sempach, Switzerland), Francesco Rovero (Trento Science Museum, Italy) and 
Roberto Sacchi (University of Pavia, Italy)

Content: Accurate estimates and prediction of species distribution is essential 
for the conservation and management of wildlife. Occupancy, defined as the 
proportion of sites occupied by a species, is a variable commonly used in 
ecology for the modelling of habitat relationships, metapopulation studies and 
wildlife monitoring programmes. However species detection is rarely perfect, 
leading to occupied sites erroneously classified as unoccupied based on survey 
data. If not accounted for, these false absences lead to underestimates of 
occupancy.  Recent years have seen a great development of occupancy models that 
take account of imperfect detection of species, using replicate surveys at 
samples sites for the simultaneous estimation of occupancy and detectability. 
On the other hand, large databases exist for presence data only, which contain 
potentially useful information for conservation and management. The aim of the 
summer school is to present the most advanced developments in the modelling 
approaches used to study species distribution, including the handling of 
presence only data (MaxEnt), the analysis of presence/absence data taking into 
account imperfect detection and Bayesian hierarchical approaches.

The summer school will be structured in a mix of frontal lessons and computer 
practicals using real example data provided by the instructors or brought in by 
participants.  An introductory facultative module of 4 hours on the use of the 
open source statistical environment “R” will be delivered on the first day. 
Frontal lessons and computer practicals will be held in Pavia, a pleasant and 
well connected university city rich in cultural and historic attractions, in 
Northern Italy.  The summer school includes also field activities in the Gran 
Paradiso National Park (Cogne, Aosta Valley), aimed at delivering to the 
participants an understanding of appropriate field techniques and study designs 
for the collection of  data amenable to the analysis with the presented 
statistical techniques.

Learning Outcomes: Participants at the end of the school are expected to have 
gained a broad overview and an understanding of the most up-to-date methods 
available for modelling species distribution. They are also expected to have 
gained a working knowledge of the available software packages currently 
available for modelling occupancy both taking into account imperfect detection 
as well as handling presence only data.

Prerequisites: The school is open to graduate students (Master and PhD level), 
Researchers, consultants and staff of governmental agencies  interested in the 
application of species occupancy models in ecological studies, conservation and 
management.

Application deadline: 31 July 2011 

For more informations about the summer school and the online application form 
please go to http://www.speciesdistribution.org



Dr. Achaz von Hardenberg
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Centro Studi Fauna Alpina - Alpine Wildlife Research Centre
Servizio Sanitario e della Ricerca Scientifica
Parco Nazionale Gran Paradiso, Degioz, 11, 11010-Valsavarenche (Ao), Italy

E-mail: achaz.hardenb...@pngp.it
             fa...@pngp.it
Skype: achazhardenberg
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