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Environmental Big Data
Trends & Innovations
30th nov. & 1st dec. 2017
Univ Toulon, city center (10 min walk from fast train station)
Talks, demonstrations, panel sessions
Free but required registration
This workshop aims to demonstrate the needs and realisation of low latency, long term, big data monitoring of the biodiversity, by leveraging advances in IoT, versatil microcontrollers, and advanced machine learning (e.g. deep learning).
Continuous monitoring of ecosystems can be achieved by recording and analysing their acoustic environment, or soundscape, which is the expression of the habitat quality, richness and biodiversity. Managing big acoustic data streams requires specialized tools to classify the scenes and detect/recognise the different components, e.g. biophony, geophony and anthropophony.
Invited speakers are key scientists and decision-makers in this field. The first day will be devoted to terrestrial applications focusing on individual species, birds, frogs, bees, and on soundscape monitoring. The second day will set the spotlight on aquatic biodiversity assessment in rivers, lakes and oceans.
Discussions will be filmed and proceedings published into an academic edition (CNRS Ed).
Free Registration is required and must be done before November 21th (extended). Registration is free and includes access to the lunch buffet. To register click here and register via MADICS
Speaker | Thema | Title |
30th November 9:15 to 17:30 | ||
R. Marxer Pr. assoc. & H. Glotin Pr. U.Toulon | Big Data Deep learning | Opening, context on Big Data, EADM, and VIHAR : Vocal Interactivity in-and-between humans animals and robots |
Pr G. Pavan, Italy | Bioacoustic Env. Survey | Expert in bioacoustics, dir. CIBRA, Dept. Earth & Environment Science, Univ. of Pavia, Italy Large scale Soundscape monitoring & conservation in natural habitats & agroecosystems |
10:00 coffee break | ||
V. Gies, Pr. assoc. U.Toulon | IoT for Env. survey | Director of IoT Platform of UTLN for env. survey http://smiot.univ-tln.fr Advances in Embedded Interface Computing : JASON and Qualilife |
DR G. Arnold, CNRS R. Dir. Emeritus | Env. Survey | Evolution, génomes, comportement, écologie (EGCE) Gif-sur-Yvette & Inst. com. CNRS (ISCC), Honeybee biologist - JASON for advanced hive monitoring |
12:30 Lunch break (open free buffet) | ||
Dr. T. Lengagne, CR CNRS, UMR ENLHA | Ecology | Expert in light pollution, head of ANR ALLAN for light & sound pollution monitoring at national scale A National program of Light Pollution monitoring on fauna |
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Allain Bougrain-Dubourg, Nature Production | Ecology | Président LPO, Dir Nature Prod, Discussion |
16:00 coffee break | ||
Dr. A. Simard, Quebec, Canada |
Env. Survey | Resp. Environnement studies & Advanced Tech at Québec Minist. CA Instauring a biodiversity monitoring project in Québec, Canada |
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Dr. C. Audoly, head research lab of Naval Group | Env. Survey | Noise pollution in the ocean in relation with transport and marine renewables - assessment methodology |
Dinner on the port (Attendees are welcome to join speakers at their own expenses) | ||
1st December 9:00 to 17:00 | ||
Pr. H. Glotin, UTLN | Big Data Deep learning | Dir. INP UTLN, DYNI team, Env. Acoust. Data Mining (EADM) CNRS MADICS Large scale bioacoustics & machine learning from unknown species: from Magellan to Baikal |
R. Balestriero, Researcher, USA | Big Data Deep learning | Houston,Rice Univ.,Research assoc. Inversion of Deepnet & semi-supervised learning for environmental survey |
10:00 coffee break | ||
V. Roger, Research assoc. Univ. Toulon | Big Data Deep learning | Semi supervised Conv. Deep Learning on recording in Arctic of Narwal: big passive acoustic monitoring of unknown species |
H. Goeau, CR INRA | Big Data Deep learning | Deep learning for Biodiversity monitoring, LifeClef Lab : Whale Photo Id tracking, 1500 Bird Species monitoring, http://www.imageclef.org/lifeclef/2017/bird, Plant net, http://www.imageclef.org/lifeclef/2017/plant |
Lunch break (open free buffet) | ||
Dr. F. Sarano, Longitude 181 | Ecology | Oceanographer, former scientist of Cousteau expeditions, Advanced bioacoustic Study of Physeter macrocephalus by high velocity JASON sampler |
Pr. M. Asch CNRS & Total | Big Data assimilation | Dir. interdisciplinary research program of Total SA Whale survey by inversion model and HPC |
16:00 coffee break | ||
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Dr. E. Bruno Vice Pres. Numeric Univ. Toulon | IoT for Env. survey | A global communication Network in Polynesia for large scale Env. Monitoring with Lora and LTE net |
O. Arnaud Conservatoire du Littoral | Env. Survey | Dir. Conservatoire du Rayol, pilot studies Online Bioacoustics & Citizen Science - Discussion |
Subjects to be exposed, and discussed in panel sessions (not exhaustive):
Orca Long term Monitoring in 5 D in Vancouver
http://sabiod.lis-lab.fr/orcalab/
Survey of megafauna, example of Astrophysic Meust Obs + Bombyx sonobuoy for an anticollision RT systems
http://glotin.univ-tln.fr/BOMBYX
Cachalot language ? High velocity monitoring
F. Sarano et al.
https://drive.google.com/file/d/0B_rjrjSb04oZMzFSRHdSenVxdTA/view
Lux-acoustics in Coral Reef by Tara and Dyni
http://sis.univ-tln.fr/~glotin/TARA_PACIFIQUE_bioacoustique_TOULON_CNRS_IUF_GLOTIN.pdf
Amazon River Dolphin monitoring : JASON 2016 and 2017, 5 months of high velocity monitoring in Pacaya reserve, application to bipop survey and climate change
1500 Bird Species monitoring
http://www.imageclef.org/lifeclef/2017/bird
Plant net : a big data biodiversity indexer
http://www.imageclef.org/lifeclef/2017/plant
Bees monitoring with advanced STIC
Alpin reserve soundscapes and biodiversity
http://www-3.unipv.it/cibra/cibra_sabiod.html
Project of Baikal biodiversity monitoring : monitoring of fresh water seals with deep learning
Organizing committee
Marxer, Gies, Pavan, Reymond, Barthelemy, Schaffar, Hugel, Precioso, Glotin
Pôle INP UTLN & GDR CNRS MADICS EADM & STICAMSUD BRILAAM
Contact / info : herve.glotin@univ-tln.fr
