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Chokepoint — Safeguarding chokepoints like bridges or dams where critical infrastructure converge — explosions here would cause multiple effects. Bird Strike — Flying safely through the Bird Avoidance Model BAM — a temporal raster grid equal to the sum of the mean bird mass for all species present.

Uranium Depletion — Mapping depleted uranium and preventing it from getting into the wrong hands. President Assassination — Preventing assassinations by understanding the logistics of a past one. Mobile Command Modeling — Setting up shop by finding the most optimal mobile command location. Military Mission Planning — Increasing operational awareness to helicopter pilots through 3D for conducting ingress and egress movement. United Nations Peacekeeping — Peacekeeping employing the necessary humanitarian aid, developing peace in war-torn countries, and providing the necessary support.

Critical Features — Identifying threats to homeland security by collecting knowledge of the built and cultural environments. Tactical Planning — Deploying troops and military equipment to combat zones intelligently by searching compressed and quick-loading reconnaissance imagery.

Motion Video — Capturing georeferenced video to assess anything such as operational status of an industrial plant, bomb damage on a target or length of a runway. GeoMedia Motion Video Analyst Homeland Security — Addressing vulnerabilities and formulating preparedness measures in case of terrorism and emergency situations.

Attack Modelling — Modeling a potential attack to legitimize the needs and have policymakers truly understand the consequences of an attack with preparedness expenditures. Helicopter Landing — Inventorying potential landing zones to helicopters unseen, unheard, and on flat terrain.

Guard Posting — Posting armed guards in optimal locations to eliminate chokepoints. War Maps — Familiarizing oneself with the enemy defenses and territory by mapping strategic attacks. World Trade Center — Responding to terrorist attacks including real-time data delivery, victim tracking, facility and resource vulnerability, data availability, implementation, environmental exposure and air monitoring World Trade Center GIS Response Logistics — Responding to military and security decisions with timely logistics and support.

Camouflage Detection — Carrying out early reconnaissance missions during war using near-infrared. Military Grid Reference System — Locating points on the Earth with from three parts — grid zone designator, square identifier, and numerical locations. Richter Scale — Depicting earthquakes on a 3D globe like spikes on a porcupine for each reading on the Richter scale. Chernobyl Exclusion Zone — Buffering a radius of Landslide Vulnerability — Dodging landslides with relief maps and 3D analysis.

Earthquake Prediction Citizen Alert — Guaranteeing protection of citizens by delivering geo-targeted alerts on mobile. What-if Scenarios — Determining higher likelihood events based on historical data and spatial analysis.

Evacuation — Evaluating evacuation capabilities neighborhoods may face and generating effective design. Oil Spill — Degreasing oil spills by identifying current direction and rate of oil movement. Tornado Warning Siren — Safeguarding residents with effective siren coverage in tornado alley. Tornado Warning Siren Modelling Fire Severity — Prioritizing prevention and planning efforts during forest fires.

Flood Forecasting — Simulating with stream discharge hydrographs with variations of water over time. Tornado Alley — Finding patterns of historical tornadoes in Tornado Alley. Avalanche Modeling — Uncovering areas prone to avalanches by assessing high slopes with sparse vegetation for residential planning, ski resorts, and highway safety planning. Tsunami Damage — Identifying high risk areas for tsunami damage Emergency Shelter — Allocating emergency shelter at time of disaster Consequences Assessment Tool Set CATS — Analyzing damage to the environment, the exposed population, and provides real-time resource allocation information to mitigate the consequences.

Leidos Consequences Assessment Tool Set Vulnerability to Natural Hazards — Deselecting hazard-prone land for more resilient communities through smart land planning. Search and Rescue — Rescuing missing people by using small, highly maneuverable unmanned aerial vehicles drones. Volcanic Ash — Rendering volcanic ash clouds in 3D for their dispersion of spillages underwater.

Disaster Warning — Alerting citizens before a large-scale earthquake happens with a new generation of inter-operable early warning systems for multiple hazards. Waze Community Assistance Disaster Debris — Estimating debris amounts to better prepare and respond to a major debris generating event. Earthquake-Landslide Susceptibility — Mapping the susceptibility of earthquake induced landslides using an artificial neural networks and factors such as slope, aspect, curvature and distance from drainage.

Telemetry — Collecting GPS locations from collared mammals for storing, displaying, and analyzing their coordinates. Habitat Suitability — Factoring in all the variables to understand the habitat that animals select and avoid using linear regression. Land Facet Corridor Analysis — Identifying linkages between wildlife and landscapes.

Land Facet Corridor Analysis Landscape Fragmentation Tools LFT — Classifying land cover types into forest fragmentation categories — patch, edge, perforated, and core. Path Metrics — Calculates turn angles, step lengths, bearings, time intervals for a point time series dataset using GME. Surui Tribe — Equipping the Surui tribe with geo-tagging equipment to put an end to the deforestation and cultural devastation in their section of the Brazilian rain forest.

Surui Tribe Species Biodiversity — Gauging over time a decrease in biodiversity or an abundance of species invasive or disturbance-increasing using temporal GIS. Refractions Biodiversity BC Honey Bees — Stimulating spatial thinking processes by analyzing relationships between environmental characteristics and honey bee health and abundance GIS Honey Bee Research Anthropogenic Disturbances — Understanding the effects of transmission line construction by monitoring mammals with helicopter surveys.

Get to the choppa! Microclimates — Analyzing exposure to sunlight with aspect data as an indication of microclimates and species occurrence.

Topographic Ruggedness Index — Estimating terrain heterogeneity which is useful for predicting which habitats are used by species De-Extinction — Bringing extinct species back to life and marking their previous habitats — like the passenger pigeon from 5 billion birds to zero in a couple of decades.

Sky View — Maximizing the portion of visible sky and understanding potential forest habitat. FragStats — Computing a wide variety of landscape metrics for categorical map patterns. FragStats Topographic Position Index — Classifying the landscape into slope position and land-form category Global Ecology Land Units Biogeography — Studying ecosystems in geographic space and through geological time along geographic gradients of latitude, elevation, isolation and habitat area.

Flocking Birds — Mimicking flocking birds in a system of interactive parts using Agent Based Modeling. NetLogo Flocking Birds Risk of Extinction — Describing existing conditions of habitat and predicting risk of extinctions, chance of recovery and mitigation measures — such as prohibiting hunting. Habitat Priority Planner DNA Barcoding — Attaching a specific location when barcoding life.

SCGIS Sanctuary Ecological Significant Areas Mammal Magnetic Alignment — Discovering how deer can sense magnetism through satellite image analysis and field observations of body alignments of deer beds in snow. Proceedings of the National Academy of Sciences Sustainable Populations Counts — Counting polar bears and their geographic distribution analyzing two satellite images over time.

Crocodile Eggs — Monitoring in real-time factors like temperature and humidity for crocodile eggs. Crocodile Eggs Real-Time Monitoring World Animal Protection — Becoming more resilient from future disasters. World Animal Protection Linear Directional Mean — Determining the trend for the movement of elk and moose in a stream valley could calculate the directional trend of migration routes for the two species.

Wa-Tor Predator-Prey Simulation — Simulating ecological predator-prey populations with randomness and rule-based responses. Ecological Barrier — Marking physically isolated barriers between species.

Geotagging Photos — Specifying wildlife photo locations through geotagging and streamlining the importing process with ArcPhoto. Spatial Econometrics — Intersecting spatial analysis with economics. GeoDa Goods Flow — Illustrating the flow of people or goods from point to point based on values with desire lines. Globalization — Measuring the degree and extent of economic globalization using international trade data through time. Geographic Portfolio — Diversifying your stock portfolio geographically for different countries and stock markets of the world.

Global Trade — Exporting goods start at a location and end up in another. Geographic Innovation Index — Investigating the relations between geographic proximity to innovation resources and stock returns. Geographic Innovation Index Economic Base Indicator — Viewing economic indicators for business, industry and demography based on radial, drive and proximity.

Thematic Mapping — Portraying economic data like unemployment and labor information in time-series thematic maps because maps speak to people Exclusive Economic Zone EEZ — Carving out boundaries for sovereign rights regarding the exploration of marine resources below the surface of the sea Gross Domestic Product — Creating continuous area cartograms.

Global Transition to a New Economy — Prioritizing human well-being through a crowd-sourced sustainable projects map. Global Transition to a New Economy Economic Costs of Pollution — Assessing greener growth options and the costs of pollution in India by understanding the current state of environmental degradation. Campus Navigation — Navigate through a university campus with online mapping applications.

Neogeography — Opening the floodgates for individuals to create their own maps, on their own terms and by combining elements of an existing toolset Projection Art — Investigating our Earth by understanding map projections.

National Geographic — Projection Art Macroscope — Seeing through the macroscope — our earth as a whole rather than be taken apart In their constituents. Macroscope Bus Services — Assessing which addresses in proximity to a school are eligible for busing. Cartographic Modelling — Using map algebra to depict the relationships of transportation and geography on access to adult literacy centers in Philadelphia.

Nuclear Power Risk — Conceptualizing nuclear power plant radioactive release with evacuation time and population exposed. Marine Renewable Energy — Seeing the ocean of information with wave heights and wind for electric dam selection. Concession — Putting concession licenses that give a company the right to drill for oil or gas and exploratory drilling boreholes on a map.

World Power Types — Seeing how much of the world is being powered by fossil fuels, nuclear and renewable sources. What Powers the World? Nuclear Waste Site Selection — Safeguarding people with proper nuclear waste disposal Water Yields and Scarcity — Estimating water yields and scarcity at a sub-watershed level to calculate hydroelectric potential to the year Access Limitation — Calculating access limitations for building like slope being a major factor for getting wagons up the hill to the site.

Coal Stockpiles — Capturing satellite imagery of frequent shots of open pit mines and resource stockpiles to better understand how much coal has been mined each month. Coal Stockpiles Shale Gas Plays — Depicting current and prospective shale gas resource areas in shale basins from the Energy Information Association.

Energy Consumption — Drawing out energy capacity and consumption on a map. World Energy Consumption Map Wind Farm Site Selection — Selecting suitable wind farm by understanding wind power, transmission capacity, road access and developable land. Turbine Visibility — Discerning visibility of wind for potential changes on a landscape, such as the effects of adding wind farms, or the addition of a new building to an urban area.

Asset Management — Managing infrastructure data maintenance along with their lifecycle. Building Permits — Helping the user determine whether or not a requested permit is in an historic district, an aquifer protection district, wetland, or floodplain. Construction Environmental Management Plan — Mitigating the potential negative impacts of engineering projects by identifying environmentally sensitive sites and mitigation measures.

COGO — Constructing points, spirals, curves and arcs with coordinate geometry. Augmented Reality — Pulling up engineering diagrams and real-time sensor networks to view water pressure or amperage. Department of Interior — Constructing dams, power plants, and canals for protecting water and water-related resources in the United States. Bureau of Reclamation Facility Management — Optimizing energy efficiency with building automation services for a more comprehensive view of a building.

Artificial Dam — Damming a site artificially by raising the elevations along a dam site using a Euclidean distance grid and map algebra. Development Area — Getting the big picture by tapping into GIS data like gentle slopes, and closeness to roads.

Environmental Impact Assessment — Measuring anticipated effects on the environment of a proposed development project Site Remediation — Removing contamination from a plot of land detailing risk exposure and an overview with maps. Fire Growth Simulation — Extinguishing fires faster by understand how they grow in discrete steps bringing together wind, weather and fuel for the fire.

FireScience BehavePlus Surface Water Flow — Characterizing water flow to be identified as high consequence for oil spill mitigation. Dead Zones — Mapping out dead zones where marine life is unable to be supported. Canadian Land Inventory — Charting out the land capability to sustain agriculture, forestry, and recreation.

Wetland Inventory — Delineating wetlands by types and function. National Wetlands Inventory Storm Water Runoff — Conserving nearby resources such as water and flora by better managing runoff. Brownfield and Greenfield Sites — Digging up the background information Phase 1 and conducting the necessary geotechnical analyses to explore economic opportunities at brownfield and greenfield sites.

Ozone — Motivating the world to do their part by mapping the spatial distribution of ozone concentrations.

Karst — Identifying known cave and karst resources into a sinkhole digitization database for best interstate alignment selection. Karst Database Permafrost — Interpreting permafrost probability in the Yukon. Traffic Sign Deterioration — Assessing the effects of air pollutants on traffic sign deterioration. Traffic Sign Deterioration Impoundment Index Tool for Wetlands — Unearthing wetlands with Impoundment Index Tool to site potential wetland restoration projects, monitor wetland drainage and model beaver habitat.

Forest Inventory — Prioritizing timber harvesting units by referring to age class and forest type to better measure timber acreage and average estimates. University of Maryland Forest Fires Deforestation — Gauging deforestation using land cover change in time. Reforestation — Recharging forests through tree planting planning on a map. Forest Heights — Measuring tree heights with altimetry and noticing how trees generally differ 20m with taller ones at the equator.

GLAS Satellite Cut Lines — Finding cut lines in ortho imagery to find easy access. Tree Lines — Drawing tree lines in the Canadian Arctic. Illegal Logging — Identify potential illegal activity with satellite data. Global Forest Watch Forest Carbon Reserves — Sequestering carbon through forest reserves and carbon observed in atmosphere. Agent-Based Simulation — Simulating the spread of an agent like a fire triggered by random events such as lightning on a raster landscape in discrete time.

Global Forest Watch — Putting all the pieces together with an integrated forest watch online platform. Drones for Indonesia Indigenous — Promoting sustainable forests using drones in Setulang village, Indonesia.

Drones for Indonesia Wildfire Rescue — Saving lives through real-time wildfire satellite monitoring. Leaf Area Index — Summing the total area of leaves per ground unit. Amazon Rain Forest — Maximizing satellite potential viewing soil erosion, watershed destabilization, climate degradation, and species extinction in Brazil. Remnant Rain Forest — Studying aspect data to find how remnants of rainforest are almost always found on east-facing slopes with aspect which are protected from the dry westerly wind.

Age of Trees — Inventorying the XY position and rings of trees in a database to understand its age. Forest Disease — Mapping the impact of how forest infestations like the mountain pine beetle has on forests and the economy.

Google Fusion Tables — Disease Map Wildfire Simulation — Automating the spread of wildfire in time using the 3D virtual workspace of Capaware. Oculus Rift — Building realistic 3D environments with Esri CityEngine because virtual reality is all about location and a sense of place. Esri CityEngine and Oculus Rift Building Virtual Environments — Designing future buildings, roads, cities, and parks with video game contributions.

Geoguessr — Embarking on an educational journey that takes you all over the world Geoguessr Mercator Projection Game — Learning about shape, size, and conformity of the Earth with map projections. Spatial Data Integration — Intersecting the gaming world with rich, real-world, spatial data integration. Planet Hunters — Finding undiscovered planets with crowd-source style online games. Planet Hunters. Public Gardens GIS Gardening Microclimates — Studying microclimates temperature from large bodies of water, topography, urban areas trapping heat to carefully choose and position their plants and make them thrive.

Information Delivery — Inspire and educate your visitors with intelligent web maps of your park or garden. Weeds — Storing weeds and herbicide dosage in a database to manage effectiveness and control measures. Roof Gardening — Assessing average temperatures by zoning, water availability, and position sheltering to identify buildings with the greatest potential for rooftop gardens. Garden Reporting — Creating data-driven reports and mapbooks on collections of plants about conditions and hazards.

Drill Hole Planner — Drilling with 3D planning tools including depth, azimuth and positions. Aquifer Recharge — Determining potential aquifer recharge using steepness of slope and soil permeability Voxler Golden Software Plate Wizard Project — Reconstructing converging and diverging plates through geologic time.

Geological Interpretation — Digitizing surficial geology surface sediments, their morphology and properties with air photo interpretation and field validation. Marine Geology — Inventorying marine geology. Geomorphology Features — Studying the nature and origin of landforms, including relationships to underlying structures and processes of formation. Dip and Strike — Plotting dip and strike readings and their geological orientation with rotational symbols. Digital Rock Engineering — Tunneling underground with attention to existing topography and its surrounding which includes above-ground and underground structures Aeromagnetic Anomalies — Correlating aeromagnetic anomalies with surface geology in tectonically active region.

EnterVol Geology — Creating full 3D, volumetric models of geology direct from collected data integrating lithology data with surfaces.