Maps come in all shapes, sizes, and scales. Often, it can be difficult to find a map that displays the entire geographic area you want to see at the correct scale- either the scale is too small, or there are multiple sheets at a larger scale that do not cohesively blend. This is where geomosaics come in handy. This process allows map sheets to be joined seamlessly, allowing the viewer to see an area larger than what could be displayed on single paper maps. We asked our Director of Operations, Daron Anderson, about why geomosaics are so important in the comprehension and interpretation of maps and geospatial data.
“A geomosaic is a merge of two or more raster images. Geomosaics are ideal for distributing large amounts of raster data in a compressed and efficient way. Topographic maps, thematic maps, digital elevation models or imagery could all be types of raster images used to create a geomosaic. Geomosaics provide seamless map coverage over a certain location or region, making it easier to pinpoint and personalize the geographic area you want to see. There are many formats of geomosaics, which include: GeoTIFF, ECW, JPEG2000, GeoPackage and MBTiles.
PICTURED: A GeoMosaic of Myanmar. You can see the different boundaries for the sheets, but they are seamlessly integrated together on our MapVault service.
How does this apply to your work at EVG?
EVG has thousands of authoritative raster map series, in many formats all over the world. By creating geomosaics, we can make discovery and ease of use very simple. Use cases for geomosaics include basemaps, discovery, research and presentation. EVG geomosaics can be served to our clients via web services, including our own streaming service MapVault. In short, geomosaics allow people to view several map sheets simultaneously and seamlessly, making it easier to view and analyze specific geographic areas.”
Geomosaics represent a fusion of old and new technology- it allows historic maps in analog format to be digitized, georeferenced, and fused with other maps to display large-area seamless coverage. Our MapVault web mapping tile services allow clients to see all the different map sheets and series that we offer and choose which specific sheets they’d like to see. Geomosaics make maps faster and easier to view and understand, as they can be tailored to show specific geographic areas that could not be observed in the traditional sheet format.
Daron Anderson, Director of Operations
Geospatial data has many applications. With the continued advancement of technology, geospatial data has been used increasingly in defense and intelligence communities. This information can make or break key decision-making within the intelligence community. For example, Remote sensing technology allows for tracking activity that may have not been disclosed publicly while at great distances. We talked to East View Geospatial Sales & Marketing Director, Jonathan Thompson, about what GEOINT is and why it’s so important.
“The US Government defines GeoINT or Geospatial Intelligence, as 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 is made up of three key elements: geospatial information, imagery, and imagery intelligence.
EVG regularly sources, produces, and supplies geospatial information, including topographic and scientific mapping, human geography datasets, local geonames, and transportation networks to name a few. These are key geospatial information inputs in the intelligence process.
Moreover, EVG engages in imagery intelligence and imagery interpretation. Whether it be satellite-borne, airborne, electromagnetic, radar, or synthetic, we provide and analyze all types, formats, and resolutions of remotely sensed data for imagery intelligence and analysis. “
The evolution of geospatial information has equipped defense and intelligence agencies with the ultimate decision-making tools. By utilizing readily available data and performing deep analysis & interpretation on an ever-growing amount of remotely sensed data, the intelligence community can better evaluate opportunities, and threats. As the world continues to change and countries all over the world are trying to position themselves for the best future, geospatial intelligence will be a crucial element in their long-term success.
Jonathan Thompson, Director of Sales & Marketing
(Image courtesy of the New York Times)
If diverse datasets and geospatial information can help fine-tune global distribution networks, they can also be used to hunt them. In the fight to uphold arms embargoes around the world, the geospatial industry’s proven track record of weaving together disparate data and imagery to form a clear picture provides major assistance.
In 2018, analysis of satellite imagery was able to establish an arms embargo breach in South Sudan. In 2015, before any embargo was in place, Ukraine sold four or more Mi-24 attack helicopters to South Sudan. When an embargo went into place in July 2018, the helicopters were grounded at two different locations – a government security base in Luri and at the Juba International Airport. None were in flyable condition, and any repairs to them would violate the embargo.
Using a total of 308 satellite images, Amnesty International constructed a timeline of the helicopters’ locations since the embargo’s beginning. The analysis showed that, in October and November of 2018, the helicopters had undergone maintenance, and been moved between bases. New rotor blades were one visual clue they used to make this determination.
As discussed in our post about the geospatial industry and illegal fishing, location data from boats at sea is also helpful when searching for unlawful behavior. This applies to ships carrying embargoed weapons, too.
In March 2020, a BBC investigative report used satellite images to show that Turkey sent tanks and weapons to Libya via ship shortly after agreeing to a UN arms embargo. GIS Tracking indicated the ships left Turkey, on their way to Tunisia, but the ships’ transponders were shut off three days after its departure. Satellite images from that day showed the ships off the coast of Libya. When the ship docked at Genoa, Italy, authorities questioned the sailors, and one sailor confessed to being part of the arms trade.
Sometimes confessions of agreement-breaking are not so easy to obtain, though. Fortunately, geospatial data doesn’t lie.
Jeffrey Lewis and Melissa Hanham are experts on North Korea’s nuclear program with the East Asia Nonproliferation Program. The program is located at the Center for Nonproliferation Studies (CNS) at Middlebury’s Institute for International Studies at Monterey.
They used seismic signatures from the ground motion after five of North Korea’s nuclear tests. Combining this data with satellite imagery, they were able to build a three-dimensional map of the test site. Their ability to show the approximate dimensions of the North Korea site indicated that it was being modeled after US test tunnels. Their research utilizing geospatial data uncovered a significant amount of highly confidential information.
- Arms embargoes are often difficult to monitor, which makes them hard to enforce. Thanks to the geospatial industry’s advances in satellite imaging and diverse data analysis, these kinds of situations can be monitored and tracked remotely.
- A creative combination of geospatial data, ship tracking records, and on-the-ground personnel can make a big difference, and stop embargo-breaking before it leads to violence.
- Satellite images can help piece together the movements of otherwise unsupervised equipment, while geospatial information can give analysts ideas about larger infrastructure, like nuclear testing sites.
(Image courtesy of Rumbos)
The effects of illegal fishing are felt worldwide: from environments to economies. Until recently, tracking illegal fishing vessels, or even legal ones, was difficult for a number of reasons. The biggest: oceans are enormous – one ship can lose itself easily in such a vast arena. Only a fraction of their waters have ever been explored, and there are few ‘landmarks’ visible to the human eye.
That’s no longer the case, thanks to a convergence of radar, geospatial data, AIS, and data industry players.
Automatic Identification System, or AIS, was initially developed as a safety tool to track ships on their voyages. Since its initial use in the 1990s, AIS has become increasingly common, and as ships’ systems automatically check-in, that data is collected by satellite. The data grows by the day, and, over time, it can reveal patterns.
(Image Courtesy of Cult of Sea)
Ships only report an identification number and location through AIS, though. To make tracking more accurate, machine learning is being taught algorithms that can tell a commercial vessel from a yacht. To build these algorithms, human observers had to parse immense amounts of data and compile models for patterns of different kinds of vessels.
In September of 2016, SkyWatch, Oceana, and Google teamed up to analyze this immense dataset (the project began with over 3.7B data points). Their goal was to examine illegal fishing over time and provide the public access to this data, too. The initiative is called Global Fishing Watch (GFW).
The initiative is working to push back against the overfishing of 33% of the world’s major commercial fish species and to put a halt to the yearly loss of over 23 billion dollars in stolen, unreported, or unregistered seafood. Their biggest weapon: diverse datasets and geospatial information.
Today, satellites can see through clouds, which helps researchers track the movements of ships not using AIS. Trouble is, while satellite radar can see through clouds, it can’t automatically differentiate between fixed pieces of infrastructure (oil rigs, wind turbines, etc) and moving ships. Using a series of algorithms and maps, Global Fishing Watch is working to establish a database that includes fixed infrastructure, which will make ships easier to pick out of the data.
GFW can also help determine the efficacy of policies & regulations, such as bans. A recent example: their data indicated that Indonesia’s recent ban on foreign fishing vessels has resulted in an enormous drop in fishing activity there. This outcome might not be immediately recognizable based on data from fish imports or population counts. In short, geospatial data and innovative technologies like machine learning are allowing for a crackdown on illegal fishing like never before. With the help of Global Fishing Watch, the illegal fishing industry is dwindling rapidly with the hopes of completely eradicating the practice on a long term scale.
- Illegal fishing is a problem with global implications touching everything from the environment to the economy.
- AIS was developed to keep track of ships for safety, but can now be used to detect illegal fishing patterns.
- When combined with satellite radar and data analysis, AIS data can be put into machine learning algorithms that will allow researchers, activists, and governments to act on solid information about what kinds of vessels are fishing in their waters.
In simple terms, Metadata is the background information about datasets (Ex: The publish year of a map is one point of metadata for that specific map). What’s the advantage of having metadata? It allows users to discover and better understand their data. We asked Vansa Kroeng, Lead GeoData Specialist at EVG, to explain metadata and why it’s important within the geospatial industry.
“Metadata is data within data. It is the description of data and is used to explain the context surrounding the data. You can use metadata to summarize any additional information about the data such as publisher, status, publish year, along with other elements. These pieces of information make data easier to find and manipulate in a database.”
How does this apply to your work at EVG?
“At EVG, I am part of the Geodata team where I work to maintain our knowledge database of global mapping and data. Our database has many different types of geographic data, and each data contains its own metadata. For example, we may receive a series of topographic maps where each individual sheet in the series has a different index, name, publish year, edition, or other piece of information. Anytime we receive data, it’s the GeoData Department’s duty to catalog all the metadata. After the metadata is cataloged, it is then entered into our database. Metadata in our database helps provide any information an EVG team member may need in order sell, advertise, or understand a specific map series or sheet. In addition, customers can leverage metadata to better understand a map or geospatial product. Metadata may provide context about when and where a geospatial dataset was produced. It can also provide additional details that are not displayed with symbology. “
Our comprehensive metadata collection is part of what sets EVG apart in the geospatial market. Details and additional information help to make products, services, and solutions more discoverable and useful, creating a better experience for our customers.
Vansa Kroeng, Lead GeoData Specialist