Preparing Geospatial Analysts for UAS and SmallSats Data Boom
|
|
|
- Meagan Arnold
- 8 years ago
- Views:
Transcription
1 Preparing Geospatial Analysts for UAS and SmallSats Data Boom Max Baber, Ph.D., FBCart.S Director of Academic Programs United States Geospatial Intelligence Foundation UAS Mapping 2015 Reno 29 September 2015
2 Age of Exploration Age of Discovery Age of Enlightenment Age of Spatial Reason Reasoning Industrial Age Space Age Information Age Digital Revolution Geospatial Revolution
3 Spatial Reasoning Theory of Multiple Intelligences Musical Intelligence Bodily-Kinesthetic Intelligence Logical-Mathematical Intelligence Linguistic Intelligence Spatial Intelligence Interpersonal Intelligence Intrapersonal Intelligence An intelligence is the ability to solve problems, or to create products, that are valued within one or more cultural settings. - Howard Gardner (2006) National Research Council National Academies of Science
4 Dr. John Snow Multivariate visualization of 1854 cholera outbreak
5
6 Location-Based Services
7 Location-Based Intelligence Location Data Mobile Sensors Social Media
8
9 18 June 2013 SmallSats
10
11
12 Geospatial Intelligence (GEOINT)
13 What is Geospatial Intelligence? Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft Definition: Government The term geospatial intelligence means the exploitation and analysis of imagery and geospatial information to describe, assess, and visually depict physical features and geographically referenced activities on the Earth. GEOINT consists of imagery, imagery intelligence, and geospatial information. Title 10 United States Code 467
14 What is Geospatial Intelligence? Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft Definition: Academic Geospatial intelligence is actionable knowledge, a process, and a profession. It is the ability to describe, understand, and interpret so as to anticipate the human impact of an event or action within a spatiotemporal environment. It is also the ability to identify, collect, store, and manipulate data to create geospatial knowledge through critical thinking, geospatial reasoning, and analytical techniques. Finally, it is the ability to present knowledge in a way that is appropriate to the decision-making environment. Todd Bacastow & Dennis Bellafiore American Intelligence Journal (2009)
15 What is Geospatial Intelligence? Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft Definition: Industry GEOINT is the professional practice of integrating and interpreting all forms of geospatial data to create historical and anticipatory intelligence products used for planning or that answer questions posed by decision makers. Darryl Murdock and Robert M. Clark The Five Disciplines of Intelligence Collection (2015)
16 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
17 GEOINT Shortwave Infrared Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft EO Sensor Scanning LiDAR
18 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft Heron 1 UAV with SAR Sensor
19 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
20 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
21 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
22 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
23 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
24 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
25 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft Source: NASA/Goddard Scientific Visualization Studio
26 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft recreation Geography HISTORICAL political medical SOCIAL ECONOMIC gender CULTURAL Human planning regional URBAN population SPATIAL STATS land use CARTOGRAPHY transportation qualitative GIScience location theory methods energy GEOVISUALIZATION REMOTE SENSING GEOMORPHOLOGY CLIMATOLOGY coastal Physical hazards BIOGEOGRAPHY ENVIRONMENTAL water agriculture metadisciplinary
27 GEOINT Elements Location Sensors Platforms Imagery Processing Features Attributes Data Science Analytics Visualization Geography Tradecraft
28
29 USGIF Strategic Partners
30
31 2016 GEOINT Symposium May Orlando FL GEOINT2015.com
32
33 USGIF Scholarships 2015: $99,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2014: $101,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2013: $107,000 (6 Doctoral, 9 Masters, 4 Undergrad, 6 HS Seniors) 2012: $104,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2011: $94,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2010: $86,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2009: $74,000 (5 Doctoral, 7 Masters, 7 Undergrad, 3 HS Seniors) 2008: $56,000 (4 Doctoral, 3 Masters, 3 Undergrad, 3 HS Seniors) 2007: $54,000 (2 Doctoral, 4 Masters, 4 Undergrad, 2 HS Seniors) 2006: $51,000 (2 Doctoral, 4 Masters, 3 Undergrad, 3 HS Seniors) 2005: $45,000 (4 Doctoral, 2 Masters, 3 Undergrad) 2004: $20,000 (4 Doctoral) Awarded $891,000 since 2004
34
35 Benefits of USGIF Collegiate Accreditation For Employers Quality assurance in GEOINT workforce education Workforce prepared to Universal GEOINT EBK standards Continuing education for GEOINT workforce For Students Academic Certificate in Geospatial Intelligence Focused preparation for professional certification Competitive advantage with Universal GEOINT capabilities For Universities Accreditation review maintains program currency GEOINT community connections for program development GEOINT community resources for student development
36 GEOINT Professional Credentialing 2011: USD(I) mandates development of professional certifications for several National Security workforce categories 2012: NGA submits policy manual outlining plans for GEOINT professional certification 2013: NGA beta-tests Proficiency Level 1 (PL-1) exam, begins development of PL-2 exams for various NGA analyst work categories 2013: USGIF signs CRADA with NGA to support GEOINT professional certification effort 2014: USGIF gathers input from government, industry, and academia for Certification Blueprint 2015: USGIF publishes Universal GEOINT Essential Body of Knowledge and begins pilot exams
37 Universal GEOINT Essential Body of Knowledge Data Visualization GIS & Analysis Tools Synthesis Collaboration Reporting
38 USGIF Professional Credentialing Academic Programs + Professional Certification + Training Professional Certification USGIF Universal GEOINT Certification USGIF Training (Continuing Education and ongoing Professional Development) Professional Certificates GIS and Analysis Tools Remote Sensing and Analysis Data Management USGIF Training (Preparatory Modules) Academic Certificates USGIF Accredited Programs GEOINT Training designed specifically for USGIF Academic Programs GEOINT Products and Services uniquely available to USGIF Academic Programs = certification program or = credentialing program
39 @USGIF twitter.com/usgif trajectorymagazine.com usgif.org/education/prof_cert usgif.org/education/geoint_ebk Dr. Max Baber, Director of Academic Programs
COLLEGIATE GEOSPATIAL INTELLIGENCE CERTIFICATE ACCREDITATION GUIDELINES 2013
COLLEGIATE GEOSPATIAL INTELLIGENCE CERTIFICATE ACCREDITATION GUIDELINES 2013 United States Geospatial Intelligence Foundation 2325 Dulles Corner Boulevard, Suite 450 Herndon VA 20171 Office 703-793- 0109
GEOSPATIAL SCIENCE. Program Guide
MASTER OF SCIENCE GEOSPATIAL SCIENCE Program Guide 2012-2013 Department of Geography University of North Alabama Page 1 MASTER OF SCIENCE IN GEOSPATIAL SCIENCE Department of Geography University of North
Doctor of Philosophy (Ph.D.), Major in. Geographic Information Science. Ph.D. Program. Educational Goal. Admission Policy. Advancement to Candidacy
Texas State University 1 Doctor of Philosophy (Ph.D.), Major in Geographic Information Science Ph.D. Program The course curriculum for the doctoral degree is designed to provide depth and breadth of knowledge
United States Geospatial Intelligence Foundation 2015 Graduate Scholarship Application Form INCOMING/CURRENT MASTER S STUDENT
United States Geospatial Intelligence Foundation 2015 Graduate Scholarship Application Form INCOMING/CURRENT MASTER S STUDENT Please enter all of the information requested below and follow the submission
Bachelor of Geospatial Science Inaugural intake 2015
Bachelor of Geospatial Science Inaugural intake 2015 Aleen Prasad and Dr Nick Rollings Geospatial Science Unit School of Geography, Earth Science and Environment The University of the South Pacific Geospatial
Approval to establish a Masters of Science in Geography
March 5-6, 2009 ITEM 142-1009-R0309 Approval to establish a Masters of Science in Geography THAT: In accordance with Montana University System Policy, the Board of Regents of Higher Education authorizes
New Institute New Bureau 5.5.1 Out-of-Service Area Delivery of Programs Program Transfer 5.5.2
Institution Submitting Request: University of Utah Proposed Title: BS/MS Combined Program in Geographic Information Science Currently Approved Title: N/A School or Division or Location: College of Social
Page two of survey. 2. Do the program descriptions reflect the training your organization looks for among potential employees?
Page one of survey Foothill College plans to create three new Certificates of Achievement and one Associate in Arts degree in Geographic Information System Technology (GIST). We are surveying local employers
The Role of Online Services in Teaching Geospatial Intelligence (GEOINT)
The Role of Online Services in Teaching Geospatial Intelligence (GEOINT) Dr. Rakesh Malhotra Fayetteville State University, Fayetteville, NC USA Abstract. As data and maps move to the cloud, tools such
Graduate Catalog 2012-2013 Geography and Environmental Resources / 254
Graduate Catalog 2012 2013 Geography and Environmental Resources / 253 GEOGRAPHY AND ENVIRONMENTAL RESOURCES COLLEGE OF LIBERAL ARTS Graduate Faculty: Baumann, Duane D., Professor, Emeritus, Ph.D., Clark
DEPARTMENT OF GEOGRAPHY
KENYATTA UNIVERSITY SCHOOL OF HUMANITIES AND SOCIAL SCIENCES DEPARTMENT OF GEOGRAPHY BACHELOR OF EDUCATION PROGRAMME For a student to be registered for the Degree of Bachelor of Education in Geography,
Geographical Information Technology (GIT) courses @ Stellenbosch University. Prof Adriaan van Niekerk
Geographical Information Technology (GIT) courses @ Stellenbosch University Prof Adriaan van Niekerk Stellenbosch Outline Overview of GIT training @ SU Programmes Short courses Land cover? Stellenbosch
Bachelor of Geospatial Science
Bachelor of Geospatial Science The University of the South Pacific Nick Rollings & John Lowry Geospatial Science Unit School of Geography, Earth Science and Environment Faculty of Science, Technology and
Program Learning Objectives
Geographic Information Science, M.S. Majors in Computational Geosciences. 2012-201. Awase Khirni Syed 1 *, Bisheng Yang 2, Eliseo Climentini * 1 s.awasekhirni@tu.edu.sa, Assitant Professor, Taif University,
THE OHIO STATE UNIVERSITY CIVIL, ENVIRONMENTAL & GEODETIC ENGINEERING
THE OHIO STATE UNIVERSITY CIVIL, ENVIRONMENTAL & GEODETIC ENGINEERING Graduate Tracks GEOINFORMATION & GEODETIC ENGINEERING Geoinformation and Geodetic Engineering emerged from the scientific framework
Geospatial Data and Geovisualization: Environment, Security, and Society
Geospatial Data and Geovisualization: Environment, Security, and Society a special joint symposium of ISPRS Technical Commission IV and AutoCarto 2010 in conjunction with the ASPRS/CaGIS 2010 Specialty
PHOTOGRAMMETRIC RESEARCH PROJECTS AT MICHIGAN TECH INTEGRATED GEOSPATIAL TECHNOLOGY PROGRAM. elevin@mtu.edu. tellidis@mtu.edu. kvtakala@mtu.
PHOTOGRAMMETRIC RESEARCH PROJECTS AT MICHIGAN TECH INTEGRATED GEOSPATIAL TECHNOLOGY PROGRAM Eugene Levin a, Ioakeim Tellidis b, Kevin Takala c a Michigan Technological University,1400 Townsend drive, Houghton
DIABLO VALLEY COLLEGE CATALOG 2015-2016
GEOGRAPHY GEOG Tish Young, Dean Physical Sciences and Engineering Division Physical Sciences Building, Room 263 Possible career opportunities Geography is an interdisciplinary study focusing on the spatial
USGIF Individual Membership Restructure FAQs
USGIF Individual Membership Restructure FAQs USGIF has restructured its Organizational Membership and launched a new Individual Membership program to better align with member needs and the growth of the
USGIF Organizational Membership Restructure FAQs
USGIF Organizational Membership Restructure FAQs USGIF has restructured its Organizational Membership and launched a new Individual Membership program to better align with member needs and the growth of
Geography and Environmental Resources
228 / Graduate Catalog 2014-2015 Chapter 2 Geography and Environmental Resources COLLEGE OF LIBERAL ARTS www.geography.siu.edu jabsher@siu.edu Graduate Faculty: Baumann, Duane D., Professor, Emeritus,
OCCUPATIONAL GROUP: Information Technology. CLASS FAMILY: Geographic Information Systems CLASS FAMILY DESCRIPTION:
OCCUPATIONAL GROUP: Information Technology CLASS FAMILY: Geographic Information Systems CLASS FAMILY DESCRIPTION: This family of positions is a blend which includes those at a Computer Technology level
Office of the Provost
Office of the Provost Academic Change to an Existing Degree Program Form Proposed Academic Change to an Existing Degree: Academic Components Title of Degree: MA in Remote & Geospatial Sciences 1. Please
Creating a More Resilient Future. Friday 30 May, 11:00 to 12:30, Rooms S29-31
Creating a More Resilient Future Friday 30 May, 11:00 to 12:30, Rooms S29-31 Empowering Resilience With GIS ICLEI Smart Resilient Cities Strategic Use of Spatial Systems Jim Geringer, Esri Former Governor,
PRESIDENT'S REPORT ON ACTIONS OF THE SENATES. The Urbana-Champaign Senate has approved a proposal from the College
Board Meeting March 12, 2015 PRESIDENT'S REPORT ON ACTIONS OF THE SENATES Establish a Graduate Concentration in Geographic Information Science in the Master of Science in Geography (PSM), Urbana The Urbana-Champaign
Wyoming Geographic Information Science Center University Planning 3 Unit Plan, 2009-2014 #
I. Mission and Aspirations Wyoming Geographic Information Science Center University Planning 3 Unit Plan, 2009-2014 # The mission of the Wyoming Geographic Information Science Center (WyGISC) is to advance
Data Fusion Centers. Transforming Public Safety Information into Actionable Knowledge
Data Fusion Centers Transforming Public Safety Information into Actionable Knowledge Defining Geospatial Data Fusion Homeland security relies on fusion the ability to capture and analyze data from multiple
Advancing Sustainability with Geospatial Steven Hagan, Vice President, Server Technologies João Paiva, Ph.D. Spatial Information and Science
Advancing Sustainability with Geospatial Steven Hagan, Vice President, Server Technologies João Paiva, Ph.D. Spatial Information and Science Engineering 1 Copyright 2011, Oracle and/or its affiliates.
ENVIRONMENTAL SCIENCE MANAGEMENT
2009-2010 Graduate Bulletin 206 ENVIRONMENTAL SCIENCE MANAGEMENT The Department of Physical and Earth Sciences offers core courses and an area of concentration in environmental science management within
Appendix I: Module Descriptions
Appendix I: Module Descriptions Learning Outcomes AGI Propedeutics and Electives 856M11 18 ECTS Students are adjusting to the requirements of the MSc AGI programme based on their different first degrees.
Academic Programs INFORMATION TECHNOLOGY
Academic Programs INFORMATION TECHNOLOGY INFORMATION TECHNOLOGY The Information Systems programs at Tidewater Community College cover the essential areas of study in information systems technology. The
Master of Science Degree in Applied Spatial Information Science. An Inter-Disciplinary Degree at Michigan Technological University
Master of Science Degree in Applied Spatial Information Science An Inter-Disciplinary Degree at Michigan Technological University General Program Description and Characteristics This proposal is to create
Geospatial Software Solutions for the Environment and Natural Resources
Geospatial Software Solutions for the Environment and Natural Resources Manage and Preserve the Environment and its Natural Resources Our environment and the natural resources it provides play a growing
USING SELF-ORGANIZING MAPS FOR INFORMATION VISUALIZATION AND KNOWLEDGE DISCOVERY IN COMPLEX GEOSPATIAL DATASETS
USING SELF-ORGANIZING MAPS FOR INFORMATION VISUALIZATION AND KNOWLEDGE DISCOVERY IN COMPLEX GEOSPATIAL DATASETS Koua, E.L. International Institute for Geo-Information Science and Earth Observation (ITC).
GRADUATE FACULTY COUNCIL DOC. NO. 914 Approved March 24, 2003
GRADUATE FACULTY COUNCIL DOC. NO. 914 Approved March 24, 2003 RECOMMENDATION OF THE GRADUATE CURRICULUM COMMITTEE AND THE FACULTY OF THE URBAN PLANNING PROGRAM FOR CHANGES TO THE REQUIREMENTS OF THE CERTIFICATE
An Introduction to Pedagogy and Learning Styles
An Introduction to Pedagogy and Learning Styles Valerie O LoughlinO Grand Summarizer What IS Pedagogy? Def: the art, science or profession of teaching Word origin: Greek word paidagogos paid=child, agogos=
LINNA LI Research Interests Education Appointments
LINNA LI Department of Geography California State University, Long Beach 1250 Bellflower Blvd. Long Beach, CA, USA 90840 Telephone: 562-985-4454 Fax: 562-985-8993 E-mail: linna.li@csulb.edu Research Interests
Pinky Wassenberg, Dean, College of Public Affairs and Administration CPAA College Curriculum Committee
To: Pinky Wassenberg, Dean, College of Public Affairs and Administration CPAA College Curriculum Committee From: Dennis R. Ruez, Jr., Chair, Department of Environmental Studies Date: 28 January 2011 Re:
TAMU-CC UAS Program 1
TAMU-CC UAS Program 1 TAMU-CC Major Research Initiatives Coastal & Marine Economic & environmental sustainability Ecosystem evaluation Shoreline mapping Water supply studies Policy Engineering Science
Teaching a Progression of Courses in Geographic Information Science at Higher Education Institutions
Teaching a Progression of Courses in Geographic Information Science at Higher Education Institutions Michael A. McAdams, Ali Demirci, Ahmet Karaburun, Mehmet Karakuyu, Süleyman İncekara Geography Department,
The Use of Geographic Information Systems in Risk Assessment
The Use of Geographic Information Systems in Risk Assessment With Specific Focus on the RiVAMP Methodology Presented by Nadine Brown August 27, 2012 Climate Studies Group Mona Climate Change Workshop Presentation
Metadata Focus Group Charter CHARTER. Metadata Focus Group (MFG) of the Geospatial Intelligence Standards Working Group (GWG)
Metadata Focus Group Charter CHARTER Metadata Focus Group (MFG) of the Geospatial Intelligence Standards Working Group (GWG) 31 October 2008 Metadata Focus Group Charter Charter for the Metadata Focus
Geography. In the College of Arts and Letters
In the College of Arts and Letters OFFICE: Geography Annex 123 TELEPHONE: 619-594-5437 / FAX: 619-594-4938 Faculty Stuart C. Aitken, Ph.D., Professor of Geography, Chair of Department Edward Aguado, Ph.D.,
GEOSPATIAL DIGITAL ASSET MANAGEMENT A SOLUTION INTEGRATING IMAGERY AND GIS WHERE WILL ALL THE PIXELS GO?(AND HOW WILL WE EVER FIND THEM?
GEOSPATIAL DIGITAL ASSET MANAGEMENT A SOLUTION INTEGRATING IMAGERY AND GIS WHERE WILL ALL THE PIXELS GO?(AND HOW WILL WE EVER FIND THEM?) Dr. Joan Lurie, GCC, Inc. 30 West 61 st Street, Apt 9A New York,
ETHICS COURSES GEOGRAPHY & PLANNING GRADUATE COURSES. GSR 960.0 Introduction to Ethics and Integrity
ETHICS COURSES GSR 960.0 Introduction to Ethics and Integrity Is a required course for all first year graduate students at the University of Saskatchewan. The purpose of this course is to discuss ethical
Summary Bachelor of Environment Credential and Concentrations (For review prior to SFU student focus group participation) November 2012
Summary Bachelor of Environment Credential and Concentrations (For review prior to SFU student focus group participation) November 2012 First of all, thank you for taking the time to review this Bachelor
Master of Urban Environmental Planning and Development Program 2006
Master of Urban Environmental Planning and Development Program 2006 Course Title: Master of Urban Environmental Planning and Development Program Degree Offered (in full): Master of Urban Environmental
WATER INTERACTIONS WITH ENERGY, ENVIRONMENT AND FOOD & AGRICULTURE Vol. II Spatial Data Handling and GIS - Atkinson, P.M.
SPATIAL DATA HANDLING AND GIS Atkinson, P.M. School of Geography, University of Southampton, UK Keywords: data models, data transformation, GIS cycle, sampling, GIS functionality Contents 1. Background
INFRASTRUCTURE MANAGEMENT AND SECURITY AREA OF STUDY Zachry Department of Civil Engineering Texas A&M University
INFRASTRUCTURE MANAGEMENT AND SECURITY AREA OF STUDY Zachry Department of Civil Engineering Texas A&M University INTRODUCTION Large-scale, distributed infrastructure systems such as communications, power,
Contents. Page 1 of 43
Programme-specific Section of the Curriculum for the MSc Programme in Geography and Geoinformatics at the Faculty of Science, University of Copenhagen 2009 (Rev. 2015) Contents 1 Title, affiliation and
GRADUATE CERTIFICATE PROGRAM
GRADUATE CERTIFICATE PROGRAM GEOGRAPHIC INFORMATION SCIENCES Department of Geography University of North Carolina Chapel Hill Conghe Song, Director csong at email dot unc dot edu 919-962-6816 (voice) 919-962-1537
GEOGRAPHIC INFORMATION SYSTEMS
GEOGRAPHIC INFORMATION SYSTEMS WHAT IS A GEOGRAPHIC INFORMATION SYSTEM? A geographic information system (GIS) is a computer-based tool for mapping and analyzing spatial data. GIS technology integrates
ONLINE MAPPING EDUCATION FOR A NEW ERA OF MAPS
ONLINE MAPPING EDUCATION FOR A NEW ERA OF MAPS ALL ABOUT The New Maps Plus online graduate programs at the University of Kentucky offer students a challenging, intensive, digital mapping curriculum that
Mesa Community College Geographic Information Systems Technician Certificate (GISTC) Karen Blevins Faculty / GIS Program Coordinator Overview Program in brief Program development Original Program Current
Satellite-Based Earth Observation (EO), 7th Edition
Satellite-Based Earth Observation (EO), 7th Edition Report Brief www.nsr.com 2013 NSR Report Description NSR s Satellite-Based Earth Observation (EO), 7th Edition is the industry-leading analysis of the
Advanced Diploma in Geographic Information Systems (ADGIS) and Bachelor in Geographic Information Systems (BGIS) Program Policies
School of Renewable Resources Advanced Diploma in Geographic Information Systems (ADGIS) and Bachelor in Geographic Information Systems (BGIS) Program Policies APPROVAL: 1. Next Policy Review: September
GEO-SPATIAL-TECHNOLOGIES", a trans-university new integrative master degree
GEO-SPATIAL-TECHNOLOGIES", a trans-university new integrative master degree Wolfgang Sulzer Institute for Geography and Regional Science University of Graz, Austria Heinrichstrasse 36 A-8010 Graz, Austria
Cover Sheet. Geography B.A. via UF Online for Fall 2015. Info Program Modify Platform Ugrad/Pro
Cover Sheet Geography B.A. via UF Online for Fall 2015 Info Process Status Submitter Created Updated Description Program Modify Platform Ugrad/Pro Pending Collis,Lynne N lcollis@ufl.edu 10/8/2014 3:41:08
Project-Based Cartographic Learning in an Advanced Technology Classroom. Brian P. Bailey
Project-Based Cartographic Learning in an Advanced Technology Classroom Brian P. Bailey Department of Geography and Environmental Engineering United States Military Academy West Point, NY 10996 Tel: 845-938-4620
STATE OF GEOINT REPORT
2015 STATE OF GEOINT REPORT JOIN USGIF UNITED STATES GEOSPATIAL INTELLIGENCE FOUNDATION Grow YOUR professional network with USGIF s relaunched Individual Membership Program Memberships start at $35 annually.
DIABLO VALLEY COLLEGE CATALOG 2016-2017
Geography GEOGRAPHY GEOG Tish Young, Dean Physical Sciences and Engineering Division Physical Sciences Building, Room 263 Possible career opportunities Geography is an interdisciplinary study focusing
How To Use Gis
Welcome Understanding Purpose Creating Relationships You A Global Community of GIS Professionals Changing the World Together Applying Geography Everywhere Your WORK Showcasing Your Web Apps Vision Applying
DOCTORATE OF PHILOSOPHY
DOCTORATE OF PHILOSOPHY ENGINEERING SCIENCE WITH CONCENTRATION IN CONSTRUCTION MANAGEMENT Course Requirements Ph.D. 54 credit hours (with a BS degree) The Construction Management concentration requirements
COURSE CATALOGUE 2013/2014
COURSE CATALOGUE 2013/2014 Field: COMPUTER SCIENCE Programme: Master s Degree Programme in Advanced Programming and Databases Length of studies: 2 years (4 semesters) Number of ECTS Credits: 120 +20 for
Geospatial intelligence and data fusion techniques for sustainable development problems
Geospatial intelligence and data fusion techniques for sustainable development problems Nataliia Kussul 1,2, Andrii Shelestov 1,2,4, Ruslan Basarab 1,4, Sergii Skakun 1, Olga Kussul 2 and Mykola Lavreniuk
GEOGRAPHY. Geography Degree. Geographic Information Systems (GIS) Degree
GEOGRAPHY Area: Science and Engineering Dean: Dr. Rina Roy Assistant Dean: Dr. Derrick Booth Phone: (916) 484-8107 Counseling: (916) 484-8572 Geography Degree The A.S. degree provides students with a solid
Geographic Information System Technician
Career Service Authority Geographic Information System Technician Page 1 of 5 GENERAL STATEMENT OF CLASS DUTIES Performs standard level paraprofessional work compiling, verifying, maintaining and inputting
Key contributions to GIScience and Geography (June 16, 2015)
Key contributions to GIScience and Geography (June 16, 2015) Scholarship and Creative Accomplishments I am a broadly trained geographer with substantive interests in geographical information techniques.
Integrated Risk Management System Components in the GEO Architecture Implementation Pilot Phase 2 (AIP-2)
Meraka Institute ICT for Earth Observation PO Box 395 Pretoria 0001, Gauteng, South Africa Telephone: +27 12 841 3028 Facsimile: +27 12 841 4720 University of KwaZulu- Natal School of Computer Science
FACULTY OF GEO-INFORMATION SCIENCE AND EARTH OBSERVATION HEADER ITC. Degree and Diploma courses in GEO-INFORMATION SCIENCE AND EARTH OBSERVATION
FACULTY OF GEO-INFORMATION SCIENCE AND EARTH OBSERVATION ITC HEADER Degree and Diploma courses in GEO-INFORMATION SCIENCE AND EARTH OBSERVATION ACADEMIC YEAR 2014 2015 Geo-information is a rapidly growing
Advanced Diploma in Geographic Information Systems (ADGIS) and Bachelor in Geographic Information Systems (BGIS) Program Policies
School of Environment and Geomatics Advanced Diploma in Geographic Information Systems (ADGIS) and Bachelor in Geographic Information Systems (BGIS) Program Policies APPROVAL: 1. Next Policy Review: September
Degree and Certificate Program Requirements
Degree and Certificate Program Requirements Page 50 Degree Programs 50 General Education Statement of Purpose 51 Associate of Arts Degree 53 Associate of Science Degree 55 Associate of Applied Business
Regional and Other Geospatial Education Opportunities
Regional and Other Geospatial Education Opportunities Patricia L. Drews, Ph.D. GIScience Graduate Program Director Northwest Missouri State University North Central Regional Geospatial Symposium Trenton,
Printer-friendly version (HTML) (PDF)
Skip Navigation Links Latest Numbers U.S. Department of Labor Bureau of Labor Statistics Occupational Outlook Handbook www.bls.gov Search the Handbook BLS Home OOH Home Frequently Asked Questions A-Z Index
Big Data IS 101Y/CMSC 104Y First Year IT. Penny Rheingans University of Maryland Baltimore County. Important Problems
Big Data IS 101Y/CMSC 104Y First Year IT Penny Rheingans University of Maryland Baltimore County Important Problems Health Cure disease, increase health coverage, Prosperity End poverty, restore world
Geospatial exploitation Products. GXP WebView. Powered by the GXP Platform
Geospatial exploitation Products GXP WebView Powered by the GXP Platform Exploitation Capabilities GXP WebView Powered by the GXP Platform Detailed annotation (text, points, lines, and polygons) Distance,
The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data
The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data Maria Patterson, PhD Open Science Data Cloud Center for Data Intensive Science (CDIS) University of Chicago
Geospatial Project Management Portal
Geospatial Project Management Portal Filiz Kurtcebe Altin, Tolga Kaya, Mehmet Bilgekagan Cintimur, Tugba Aydar Proline Integrated Intelligence Extended Abstract Conventional project management has difficulties
Data Integration Strategies
Data Integration Strategies International Delta Roundtable November 2007 U.S. Department of the Interior U.S. Geological Survey USGS Data Integration Vision and Drivers USGS Science Strategy: Science in
Beyond Early Adopter to Full Integration of Technology in the Curriculum. A Panel Presentation from the University of Colorado System
Copyright Notice This paper was presented at EDUCAUSE 2000 in Nashville, October 10-13, 2000. It is the intellectual property of the author(s). Permission to print or disseminate all or part of this material
High-Performance Visualization of Geographic Data
High-Performance Visualization of Geographic Data Presented by Budhendra Bhaduri Alexandre Sorokine Geographic Information Science and Technology Computational Sciences and Engineering Managed by UT-Battelle
URBAN AND REGIONAL STUDIES, BACHELOR OF SCIENCE (B.S.)
VCU 1 URBAN AND REGIONAL STUDIES, BACHELOR OF SCIENCE (B.S.) Meghan Z. Gough Associate professor and program coordinator The Bachelor of Science in Urban and requires 120 credits, including 40 credits
DIPLOMA/MASTER OF GEOGRAPHICAL INFORMATION SYSTEMS AND REMOTE SENSING (MGR)
UNIVERSITY OF KHARTOUM FACULTY OF GEOGRAPHICAL AND ENVIRONMENTAL SCIENCES DEPARTMENT OF GIS AND CARTOGRAPHY Proposed Program for DIPLOMA/MASTER OF GEOGRAPHICAL INFORMATION SYSTEMS AND REMOTE SENSING (MGR)
Dr. Shih-Lung Shaw s Research on Space-Time GIS, Human Dynamics and Big Data
Dr. Shih-Lung Shaw s Research on Space-Time GIS, Human Dynamics and Big Data for Geography Department s Faculty Research Highlight October 12, 2014 Shih-Lung Shaw, Ph.D. Alvin and Sally Beaman Professor
Proposal for a Certificate Program in Geographic Information Science
Proposal for a Certificate Program in Geographic Information Science Version of April 13, 2009 M. O Neal, T. DeLiberty, and B. Hanson Contents 1. Justification 2. Introduction 3. Eligibility and Admission
On-campus and fully online distance learning Full-time and Part-time. www.ulster.ac.uk/es. PgCert/PgDip/MSc Geographic Information Systems (GIS)
PgCert/PgDip/MSc Geographic Information Systems (GIS) On-campus and fully online distance learning Full-time and Part-time PgCert/PgDip/MSc Geographic Information Systems (GIS) The Programme: In recent
Geography. In the College of Arts and Letters
In the College of Arts and Letters OFFICE: Storm Hall 314 TELEPHONE: 619-594-5437 / FAX: 619-594-4938 Faculty Emeritus: Aguado, Fredrich, Getis, Greenwood, Griffin, Johnson, Keen, McArthur, Pryde, Quastler,
Master of Public Affairs Course Descriptions
Master of Public Affairs Course Descriptions PA 5302 (POEC 5302 and PSCI 5302) Law and The Policy Process (3 semester hours) Provides the legal perspective on public policy and emphasizes the judicial
GEOGRAPHIC INFORMATION SOLUTIONS LTD. GPS Data Management & GIS Course
GEOGRAPHIC INFORMATION SOLUTIONS LTD GPS Data Management & GIS Course 4th Floor-Outbox, Soliz House, Plot 23, Lumumba Avenue, Nakasero, Kampala Uganda. Mobile: +256 778 082 563/+256 712 593 775 Email:
The following was presented at DMT 14 (June 1-4, 2014, Newark, DE).
DMT 2014 The following was presented at DMT 14 (June 1-4, 2014, Newark, DE). The contents are provisional and will be superseded by a paper in the DMT 14 Proceedings. See also presentations and Proceedings
Undergraduate Degree Map for Completion in Four Years
Page 1 of 5 Undergraduate Degree Map for Completion in Four Years College: College of Social & Behavioral Sciences Department: Geography Name of Program: EARTH SCIENCE Degree Designation: BS Emphasis/Concentration:
Review for Introduction to Remote Sensing: Science Concepts and Technology
Review for Introduction to Remote Sensing: Science Concepts and Technology Ann Johnson Associate Director ann@baremt.com Funded by National Science Foundation Advanced Technological Education program [DUE
CHARACTERISTICS OF A GOOD EMERGENCY MANAGER A solid knowledge of: the sources of hazard and risk the forms of vulnerability to disaster the available
Making Emergency Management Training and Education Sustainable David Alexander CESPRO University of of Florence CHARACTERISTICS OF A GOOD EMERGENCY MANAGER A solid knowledge of: the sources of hazard and
STUDENT GUIDE MASTER OF PUBLIC ADMINISTRATION/MASTER OF URBAN PLANNING DUAL DEGREE PROGRAM UNIVERSITY OF LOUISVILLE
STUDENT GUIDE MASTER OF PUBLIC ADMINISTRATION/MASTER OF URBAN NING DUAL DEGREE PROGRAM UNIVERSITY OF LOUISVILLE MPA Director: Dr. Janet Kelly (852-2435) Urban Studies Institute, Room 101 MUP Director:
Information Visualization WS 2013/14 11 Visual Analytics
1 11.1 Definitions and Motivation Lot of research and papers in this emerging field: Visual Analytics: Scope and Challenges of Keim et al. Illuminating the path of Thomas and Cook 2 11.1 Definitions and
Faculty/Research Institute
Faculty/Research Institute Literature and Humanities Law Economics and Architecture and Urban Planning Electrical and Computer Engineering Postgraduate Majors (MA/MSc) 1. History - Islam 2. History - Islamic
What Should a GIS Librarian Do?
What Should a GIS Librarian Do? Tsering Wangyal Shawa Digital Map and Geospatial Information Center Princeton University Library Shawatw@princeton.edu 609-258-6804 American Library Association Map and
Methods and Tools to Create Model Course Outlines and Certificate for Introductory Level GIS&T Programs
Methods and Tools to Create Model Course Outlines and Certificate for Introductory Level GIS&T Programs Ann Johnson Associate Director gisajohnson@delmar.edu Funded by National Science Foundation Advanced
MRes in Research Methodology - SC540
MRes in Research Methodology - SC540 1. Objectives The overall aim of our postgraduate research training programmes is to provide researchers with foundation-level competency in the research skills generic
GIS - Business Intelligence and the Healthcare Industry
The State of the Modern Health Care Industry in the 21st Century: Technology and Business Intelligence Leads the Way In the last few decades, the world has changed as we know it in large part due to the