Importance & Scope:
Until recently, bacteria were the only known type of prokaryotic cell, and the discipline of biology related to their study is called bacteriology. Bacteriology has an impact on medicine, agriculture, food science, ecology, genetics, biochemistry, immunology and many other fields. Bacteria have harmed humans and disrupted the society over the millennia. Hence, Bacteriology -2015 aims to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results about all aspects of Bacteriology and their Infectious Disease. It also provides the chance for researchers, practitioners and educators to present and discuss the most recent innovations, and concerns, practical challenges encountered and the ways to combat such problems in the field of Bacteriology.
Bacteriology-2015 is an international platform for presenting research on bacteria, exchanging ideas about its virulence and thus contributes to the dissemination of knowledge in bacteriology and their infectious diseases as the fight against bacterial infection represents one of the high points of modern medicine. This event enables us to explore into bacteriology on a wide platform. Bacteriology-2015 is where researchers gain perspective on the latest research, on evolving bacteriology and their infections. We bring together scientists, researchers, and students, providing them with opportunities to showcase their research in emerging Bacteriology.
Source: Reference1
Why Valencia?
Valencia enjoyed strong economic growth over the last decade, much of it spurred by tourism and the construction industry. Many local landmarks were restored, including the ancient Towers of the medieval city (Serrano Towers and Quart Towers), and the San Miguel de los Reyes monastery which now holds a conservation library. The city has numerous convention centers and venues for trade events, among them the Feria Valencia Convention and Exhibition Centre (Institución Ferial de Valencia) and the Palau de congrès (Conference Palace), and several 5-star hotels to accommodate business travelers.
Valencia is one of Spain’s largest cities, and a major centre of economy and industry. Its port, El Grao, is one of the busiest on the Mediterranean coast. The main exports from the city are food and drink (mainly wine, oranges, lemons and rice), furniture, ceramic tiles, fans, textiles and iron products. The city is an important centre for the marketing of agricultural and horticultural produce, especially fruit, most of it flowing into the city from the surrounding region. Valencia itself is a manufacturing centre that focuses on metallurgy, chemicals, textiles, shipbuilding and brewing.
The port of Valencia, which handles 20% of Spain’s exports, is the country’s biggest port for container traffic. Extensive renovations have been completed and ambitious expansion projects are under way. From mid, to the Eighties, with the entrance of Spain in the European Community, the flow of immigrants has experienced a remarkable and progressive growth. In those same dates a qualitative change in the type of immigration begins to take place, sending the European presence and increasing coming from Africa and Latin America.
Conference Highlights:
- Bacterial Pathogenesis, Virulence & Countermeasures
- News in Bacterial Structure, Morphology & Metabolism
- Natural Microbial Defenses & Host Immunity
- Plant-Microbe Symbiosis & Pathology
- Multi-Pathogen Infections & Post-Infection Sequelea
- Epidemiology, Emerging Infectious Diseases & Public Response Planning
- Medical Microbiology - From Benchtop to Clinic
- Animal Modeling and Veterinary Bacteriology
- Advances in Antimicrobials, Vaccines & Therapeutics
- Diagnostic Pathology of Infectious Disease
Why to attend???
With members from around the world focused on learning about Bacteriology and their Infectious Diseases, this is your single best opportunity to reach the largest assemblage of participants from the Bacteriology community, conduct demonstrations, distribute information, meet with current and potential researchers, make a splash with a new product line, and receive name recognition at this 3-day event. World-renowned speakers, the most recent techniques, tactics, and the newest updates in Bacteriology and their Infectious Diseases are hallmarks of this conference.
A Unique Opportunity for Advertisers and Sponsors at this International event:
http://bacteriology.omicsgroup.com/Sponsorship.pdf
Major Bacteriology Associations around the Globe
The American Society for Microbiology (ASM)
International Union of Microbiological Societies (IUMS)
American Association of Pathologists and Bacteriologists (AAPB)
Society for Applied Microbiology (SFAM)
Association of Medical Microbiology and Infectious Disease (AMMI-Canada)
Australian Society for Microbiology (ASM)
Indian Association of Pathologists and Microbiologists (IAPM)
International Academy of Pathologists (IAP)
Society for General Microbiology (SGM)
Major Bacteriology Associations in Europe
Federation of European Microbiological Societies (FEMS)
Italian Association for Clinical Microbiology (AMCLI)
Belgian Society for Microbiology (BSM)
European Society of Clinical Microbiology and Infectious Diseases (ESCMID)
Chilean Society of Infectious Diseases (SOCHINF)
French Society for Microbiology (SFM)
Statistical Analysis of Associations
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)
Figure 1: Statistical Analysis
Source Reference
Target Audience:
- Scientists/Researchers
- Physicians
- Directors & Brand Manufacturers
- Marketers of Consumer Products
- Professors and Students from Academia in the study of Bacteriology.
Target Audience:
Industry 73%
Academia 20%
Others 7%
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)
Figure 2: Target Audience
Source: Reference3
Top Universities in Spain:
Universitat de Barcelona
Universitat Autònoma de Barcelona
Universidad Autónoma de Madrid
University of Oviedo
University of Valencia
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)
Figure 3: Top Universities in Spain
Companies Associated with Bacteriology
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)
Figure 4: Companies Associated with Bacteriology
Source: Reference4
Industries Associated with Bacteriology
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)
Figure 5: Industries Associated with Bacteriology
Glance at Market of Advertising and Marketing:
The Bacteriology associated industries have been enjoying strong revenues, especially from 2000. Bacteriology has been immensely utilized in various industries in a plethora of fields with an increase in the revenue incomes.
The following is table gives information on the revenue in 2010 from bacteriology based industries and the likelihood of getting revenues from those industries in the year 2015.
Industry
|
year-2010
|
year-2015
|
brewery industry
|
1020
|
1202
|
dairy industry
|
3000
|
3700
|
Biofuel
|
1120
|
1200
|
Biofertilizer
|
1190
|
1300
|
medical field
|
2700
|
3200
|
forensic study
|
973
|
1600
|
genetic engineering
|
2000
|
2500
|
Market Growth of Bacteriology associated industries
Statistics which shows growth and importance of Bacteriology associated industries
![](data:image/png;base64,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)
Figure 6: Revenue from bacteriology associated industries in Billion USD
Source: Reference5
Percentage of Revenue Contribution for Research on Bacteriology
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)
Figure 7: Percentage of Revenue Contribution for Research on Bacteriology
Statistics of Industrialists, Researchers and Academicians working on Bacteriology:
![](data:image/png;base64,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)
Figure 8: People
Source: Reference6
References:
- http://www.scholarly-societies.org/microbiol_soc.html
- http://europe.graduateshotline.com/de.html#.VDzvI_mSy5A
- http://www.indeed.com/jobs?q=Microbiology&l=Valencia%2C+CA
- http://microbes.org/microbes-importance/industrial-application-of-microbes
- http://www.effost.org/events/xiii-workshop-rapid-methods-automation-food-microbiology/
- http://www.marketwatch.com/story/2-billion-industrial-microbiology-tests-conducted-for-product-quality-and-safety-worldwide-2014-08-28
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