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Modeling
Models represent real-world events or objects. Hazard modeling can be problematic due to the complexities of nature (such as atmospheric conditions) and human factors (such as reactions to a hazard). Various Geographic Information Systems (GIS) can be used to illustrate the nature of such complexities. GIS is defined simply as an electronic map tied to a database. This electronic map is a representation of a place on the Earth in which the system may use points, lines, and polygons to represent objects. For example, a point may be a chemical plant, a line may be a road, and a polygon may be a city. Each of these representations is considered a layer, which can be overlain to get a better model of the Earth. The database tied to the map has location data (e.g., coordinate systems) and descriptive data (name of chemical facility, type of road, population size, etc.). By using a GIS, a user can visualize the impacts of a hazard on a location and interrogate a database (and/or its layers) by cross-referencing its geospatial coordinates. The following models are only a few of the many examples of hazard models.
CAMEO, MARPLOT, and ALOHA
The Computer Aided Management of Emergency Operations (CAMEO) suite helps model chemical emergencies with three programs: CAMEO; Mapping Applications for Response, Planning, and Local Operational Tasks (MARPLOT); and Areal Locations of Hazardous Atmospheres (ALOHA). CAMEO is the chemical database that facilitates a search through thousands of chemicals and procure information on physical characteristics, hazards, and safety issues. A search can also be conducted by facilities to find out information on special locations and transportation routes. CAMEO also allows the virtual mixing of chemicals to find information on their reactions. A chemical hazard can also be modeled in CAMEO by using the Screenings and Scenarios section, which is considered a simplified model. Screenings are based on the worst-case scenario as defined by the Environmental Protection Agency, while the Scenarios model is more heavily based on atmospheric and chemical conditions. If a user desires a more complex chemical hazard model than Screenings and Scenarios, they can work with ALOHA, which is an air dispersion model that allows the input of chemical and meteorological data, location, and storage information to create a chemical release plume. This chemical release plume result can be added to MARPLOT, the mapping product of the suite. MARPLOT includes several types of maps, such as a road network. The plume can be overlaid on a map to visualize the area that will be affected. These programs, however, have limitations. The reactivity sheets in CAMEO only allow a reaction between two chemicals at one time. When ALOHA is first opened, it discusses the limitations of the program due to wind speed and shifts, terrain, atmospheric conditions, and concentration of the chemical. MARPLOT may have issues with locations, such as a school that may not be in the exact location represented in the software.
HAZUS, SLOSH, and OREMS
HAZUS-MH, which stands for HAZUS-Multi Hazard, is an extension that loads onto ArcGIS, a popular GIS software package. HAZUS-MH estimates direct and indirect damages and losses on an area from earthquakes, hurricanes, and floods. The model has also been used for other hazards, including landslides and tornadoes. The model includes hazard data (on the three types of hazards discussed above) and descriptive data on locations including population, housing, and economics. These descriptive data are aggregated by census block.
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- Africa, North
- Africa, Sub-Saharan
- Asia, East
- Asia, West, Central, and South
- Australia and Pacific Region
- Canada
- Caribbean Island Region
- China
- Desertification
- Earthquake Zones
- Europe, Eastern
- Europe, Western
- Evacuation Routes
- Glacial Melt
- Hurricane Zones
- Japan
- Mediterranean Region
- Mexico
- Middle East
- Ring of Fire
- Russia
- South America
- United Kingdom
- United States, California and West Coast
- United States, Great Lakes
- United States, Hawaii and Pacific Territories
- United States, Mid-Atlantic
- United States, Midwest
- United States, Mountain States
- United States, National
- United States, Northeast
- United States, Northwest and Northern Plains
- United States, Southeast and Gulf Coast
- United States, Southwest
- American Red Cross
- Center for International Disaster Information (CIDI)
- Centers for Disease Control and Prevention (CDC)
- ChildFund International
- Coast Guard, U.S.
- Cooperative for Assistance and Relief Everywhere (CARE)
- Defense, U.S. Department of Direct Relief
- Disaster Preparedness and Emergency Response Associations
- Doctors Without Borders
- Federal Emergency Management Agency (FEMA)
- Food and Agriculture Organization of the United Nations (FAO)
- Habitat for Humanity
- Homeland Security, U.S. Department of Institutional Coordination
- InterAction
- International Law in the Prevention and Mitigation of Disasters
- International Medical Corps
- International Red Cross
- Interpol
- Lutheran World Federation
- Mercy Corps
- National Governments
- Peace Corps
- Red Crescent Society
- Relief International
- Relief Rules
- Salvation Army
- St. Vincent de Paul
- State Governments
- United Nations
- United Nations Children's Fund (UNICEF)
- United Nations Development Programme (UNDP)
- United Nations High Commissioner for Refugees (UNHCR)
- United States Agency for International Development (USAID)
- World Concern
- World Emergency Relief
- World Food Program
- World Health Organization (WHO)
- World Relief
- World Vision
- History of Disaster Relief, Africa
- History of Disaster Relief, Ancient World
- History of Disaster Relief, China and East Asia
- History of Disaster Relief, Europe
- History of Disaster Relief, India
- History of Disaster Relief, Middle East
- History of Disaster Relief, North America
- History of Disaster Relief, Pacific Region
- History of Disaster Relief, Russia
- History of Disaster Relief, South America
- Chemical Disasters
- Cyberattacks
- Economic Disasters
- Food Contamination Disasters
- Gulf Coast Oil Spill (2010)
- Pandemic/Biological Accidents
- Poverty and Disasters
- Radiation Disasters
- Terrorism
- Wars
- Air Transport
- Food Distribution Infrastructure
- Internet
- Mass Transit
- Ports
- Railroads
- Roads
- Schools
- Utilities
- Water Systems
- Community Preparedness
- Community Response
- Evacuation
- Fire Departments
- Home Preparedness
- Local Hazards
- Municipal Offices of Emergency Management
- Personal Preparedness
- Police Departments
- Private Sector Preparedness
- Public Agency Preparedness
- Public-Private Partnerships
- University Preparedness
- Warnings
- Bubonic Plague
- HIV/AIDS
- Malaria (20th Century-Present)
- Measles (1850-Present)
- Severe Acute Respiratory Syndrome (SARS)
- Smallpox (20th Century)
- Tuberculosis (20th Century-Present)
- Earthquakes
- Famine
- Fire
- Floods
- Hurricanes
- Terrorist Attacks
- Tsunami
- Volcanoes
- Wars
- First Aid
- Hysteria
- Pandemic Planning
- Panic
- Panic
- Psychology, Mass
- Psychology, Personal
- Social Work
- Stress Syndromes
- Survivor Guilt
- Working With the Bereaved
- Agricultural Production
- Business Continuity Planning
- Citizen Preparedness Programs
- Cooperation Between Civilian and Military Agencies
- Crisis Management
- Education
- Emergency Response Guidelines and Regulations
- Emergency Rooms
- Evacuation Planning
- Evacuation, Types of
- Exercise Planning
- Food Distribution Systems
- Healthcare
- Hospital Preparedness
- International Standards
- Language Issues and Barriers
- Levels of Nutrition
- Mass Casualty Management
- Media
- National Incident Management System (NIMS)
- National Standards
- Packaging and Tracing of Food
- Paramedics
- Political Economy of Food
- Provision of Food in Disasters
- Refugee Policy
- Refugees, Care of
- Reserve Storage and Transport
- Transportation
- Vulnerable Populations
- Incentives, Intergovernmental and Intersystem
- Mitigation, Benefits and Costs of
- Private Sector, Role in Mitigation
- Public Sector, Role in Mitigation
- Public-Private Interactions in Mitigation
- Regulatory Approaches to Mitigation
- Risk, Government Assumption of
- Risk, Individual Assumption of
- Structural (Engineering) Options for Mitigation
- Avalanches
- Diseases
- Droughts
- Earthquakes
- Fires, Forest
- Fires, Urban
- Floods
- Heat Waves
- Hurricanes/Typhoons
- Landslides
- Pest Invasions
- Sea Surges
- Tornadoes
- Tsunamis
- Volcanoes
- Winter Storms
- Bilateral Versus Multilateral Aid
- Domestic Corruption in International Disasters
- Domestic Politics in International Disasters
- Donations, National
- Donations, Personal
- Funding of International Relief
- Fundraising Cycles
- Politics in International Funding
- Rejection of International Aid
- Intergovernmental Relations and Preparedness
- Planning for Disasters, International
- Planning for Disasters, Local
- Planning for Disasters, National
- Political Support for Preparedness
- Preparedness, Function of
- Preparedness Policy Implementation
- Private Sector, Role in Preparedness
- Research-Based Disaster Planning
- Private Sector, Role in Recovery
- Recovery, International
- Recovery, Local
- Recovery, National
- Recovery, Phases of
- Recovery, Role of Governments in
- Private Sector, Role in Response
- Response, Management Strategies
- Response, Operational Strategies
- Response, Stress Impacts of
- Data Processing
- Early Warning and Prediction Systems
- Funding, U.S.
- Global Warming
- Modeling
- National Oceanic and Atmospheric Administration (NOAA)
- Real-Time Communications
- Research
- Technology
- Technology, Military
- Causes of Complex Emergencies
- Cross-Cultural Interactions
- Cycles of a Disaster
- Disaster Experience
- Education
- Emergency Management Resources
- Ethics of Charity Relief
- Ethnicity and Minority Status Effects on Preparedness
- Gender and Disasters
- Human Rights
- Humanitarian Intervention Versus Humanitarian Action
- Income Inequality and Disaster Relief
- Laws
- Personal Preparedness
- Politics, Domestic
- Politics in International Funding
- Protection of Civilians in Conflict Zones
- Public Policy
- Refugees
- Relief Versus Development
- Risk Communications
- Risk Management
- Risk Perceptions
- Social Impact of Disasters
- Training for Disasters
- Victimology
- United States, California and West Coast
- United States, Great Lakes
- United States, Hawaii and Pacific Territories
- United States, Mid-Atlantic
- United States, Midwest
- United States, Mountain States
- United States, National
- United States, Northeast
- United States, Northwest and Northern Plains
- United States, Southeast and Gulf Coast
- United States, Southwest
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