Importance & Scope:
Geology gives insight into the history of the Earth by providing the primary evidence for plate tectonics, the evolutionary history of life, and past climates. It is commercially important for mineral and hydrocarbon exploration / exploitation as well as for evaluating water resources. It is publicly important for the prediction and understanding of natural hazards and remediation of environmental problems. The science of geology is significant in locating water supplies, mineral resources, understanding the development of life on Earth, developing predictive models for earthquake, volcano, and tsunami activity.
Geology-2015 will lead a remarkable challenge in Geology and its relevant fields. As the geological hazards are a vital issue nowadays, so it’s time to take the best and efficient ways to Geohazard Research and Management. Geology-2015 will bring University Professors, Research Scientists and Students, Eminent persons of different geological association and societies. It will also play an attraction for the Directors, CEOs, Managers of different companies related to geology.
Why Florida?
Florida is a state in the southeastern region of the United States. It is the 22nd most extensive, the 4th most populous, and the 8th most densely populated of the 50 United States.Its geography is notable for a coastline, omnipresent water and the threat of hurricanes.One of Florida's most important natural resources has always been its climate. After all, it is nicknamed the "Sunshine State. And is a popular tourist destination for its many beaches, wildlife in areas like the Everglades, large cities such as Miami and theme parks like Walt Disney World. Its economy relies mainly on tourism, agriculture and transportation, which developed in the late 19th century. Florida is also known for its amusement parks, the production of oranges and the Kennedy Space Center.
Florida is a place which has a great scope for geology as there are more than 15 universities and USA having near about 240 universities deals with geology. There are about 12 geological associations and societies in Florida and more than 80 in whole USA. Many industries and companies associated to geology and its relevant fields are in Florida as well as USA.
Conference Highlights:
- Geology and Mineral Resources
- Geophysics and Geochemistry
- Marine Geology
- Tools and Technology in Geology
- Volcanology
- Geohazards and Management
- Sedimentology and Costal Process
- Geologic Processes
- Exploration Geology
- Paleontology and Paleobiology
- Structural Geology and Tectonics
Why to attend???
Geology-2015 is mainly focused on some topics like Geo-hazards and Management, Sedimentology & Costal Process, Exploration Geology, Volcanology and Tools & Technology in Geology which have a massive demand now a day. As the geological hazards are a vital issue nowadays, so it’s time to take the best and efficient ways to Geohazard Research and Management. Geology-2015 will place a platform where renowned speakers and scientists across the globe will present their knowledge which will be helpful for the young researchers.
The important features of Geology-2015 are well organized workshops, events and symposia, Poster presentations and world class exhibits, Panel discussions & interactive sessions, Collaborative Research opportunities. So it is a Perfect platform for global networking where new ideas and discoveries in the field of geology is its central objective.
Major Geological Associations around the Globe:
- Australian association of Exploration Geophysicists
- International Association of Cryospheric Sciences (IACS)
- International Association of Geodesy (IAG)
- International Association of Geomagnetism and Aeronomy (IAGA)
- International Association of Hydrological Sciences (IAHS)
- International Association of Meteorology and Atmospheric Sciences (IAMAS)
- International Association for the Physical Sciences of the Ocean (IAPSO)
- International Association of Seismology and Physics of the Earth's Interior (IASPEI)
- International Association of Volcanology and Chemistry of the Earth's Interior (IAVCEI)
- British Geophysical Association
- Association of Australasian Paleontologists (AAP)
- European association for Vertebrate Paleontologists
Major Geological Associations in USA:
- Geological Society of America
- American Association of Petroleum Geologists
- American Geophysical Union
- American Institute of Professional Geologists
- American Rock Mechanics Association
- Association of American State Geologists
- American Association of Stratigraphic Palynologists
- Arizona Geological Society
- American Geological Institute
- Florida Association of Professional Geologists
- Alaska Geological Society
- American Chemical Society - Geochemistry Division
- American Society for Photogrammetry and Remote Sensing
- Association of Applied Geochemists
- American Geosciences Institute
- American Institute of Hydrology
- American Society of Limnology and Oceanography
- Association of Environmental and Engineering Geologists
- Society for American Archaeology
- Society of Exploration Geophysicists
- Association of Geoscientists for International Development
Statistical Analysis of Associations:
![](data:image/png;base64,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)
Figure 1: Statistical Analysis of Associations
Target Audience:
Professors, Research Scientists and Students of different Universities containing Geological studies.Eminent persons of different Geological Association and Societies. Directors, CEOs, Managers of different companies related to geology from all over the world.
% of Target Audience:
Academia 40%
Industry 15%
Associations 35%
Government 10%
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)
Figure 2: Target Audience from all over the globe
Top Universities in USA:
- University of south Florida
- Florida State University
- Florida Atlantic University
- University of Miami
- University of UTAH
- Yale University
- University of Alabama
- University of Alaska
- University of Arizona
- California State University
- Stanford University
- Columbus State University
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)
Figure 3: Statistics of Geological Universities globally
Industries Associated with Geology:
Industries associated to Geology are mining industries, Oil and gas industries, Coal industries and so on. Also many companies are there in USA and in the globe which deals with Geological products. The Statistics of Industries present in Florida , USA and in International level is given below.
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)
Figure 4: Statistics of Industries
Funding Opportunities:
As per the National Geological and Geophysical Data Preservation Program, Survey for funding opportunities is done among different states of USA. From this survey report the total funding amount is $625,993.29.The fund granted to each state of USA is given below.
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)
Figure 5: Statistics of funding Opportunities: (US Geological Survey)
Statistics of Physicians, Researchers and Academicians working on the fields of Geology:
As Geology is mostly academic related, so there are a huge no of Academicians in USA as well as in the whole globe. Around 450 in Florida, 4500 in USA and more than 6000 Physicians, Researchers and Academicians are working on the fields of Geology.
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)
Figure 6: Statistics of Physicians, Researchers and Academicians related to Geology
References:
- http://geology.com/colleges.htm
- http://geology.com/societies.htm,
- http://www.geosociety.org/links/
- http://www.thegeologistsdirectory.com/default.aspx?type=companyletter&keyword=A
- http://datapreservation.usgs.gov/grants/fy13grants.html
- http://www.statista.com/topics/1143/mining/
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