Articles by
David Middlecamp

Find Medical Services in an Emergency

I’ve never been to Skopje, the capital city of the Republic of Macedonia, or Budapest, or Ostava in The Czech Republic.  I’ve never even been to Roswell, New Mexico either, but if I did go there and was involved in an accident, I would know exactly how to find the nearest emergency medical facility, thanks to a new free iPhone app we built and just launched.

We worked with the Biomedical Research and Education Foundation (BREF) to build the Emergency Medical Center Locator – a free app for your iPhone.  It makes it easy to access the nearest Trauma, or Pediatric care center (or Cardiac, or Eye, or Burn, or Stroke, etc.) while at home or abroad.  Having that information easily available not only allows for extra peace of mind, but it can mean the difference between life and death.  Indeed, those first few minutes and hours after a trauma can significantly impact chances of survival.

Applications like the Emergency Medical Center Locator that are simple, focused and data-driven are significant equalizers when it comes to making information accessible.  However, this data can change on an ongoing basis.  We built the app in a way that would allow us to update the data as it changes.   The app communicates with a set of database services in order to retrieve the latest information for you medical centers around your location.  If you have your iPhone and a data connection, you can just download the app from the Apple Store, here.

 

Tags:

HunchLab: New Face, New Features for Improved Visualization

hunchlab_logoHunchLab, our web-based geographic crime visualization, early warning and risk forecasting software just got a makeover.  As we continue to venture further into new avenues of crime analysis, it’s clear that the ‘big picture’ is rarely just a photo taken from above.  There are many methods for visualizing raw statistics, conducting point analysis, and reporting on the findings. We continue to research the latest methods and have built the strongest of these into HunchLab. These powerful new visualizations are also inspiring new functionality.  Over the past several months, we’ve been exploring application dashboard interfaces which allow for the straightforward display of the results of complex analysis.

Hunchlab Dashboard View

HunchLab's Intelligence Dashboard

HunchLab began as an early warning system that can detect changes in the geographic clustering crime events and then subsequently notify a geographically specific list of users when an emerging cluster is detected.

We have now extended HunchLab to not just help you find hidden trends, but also to visualize the key metrics of your organization.  With the new Intelligence Dashboard, any HunchLab user can interactively view key trends and patterns.

Toward Risk Forecasting
The ‘hunch’ in HunchLab comes from what is known as ‘Abductive’ reasoning.  It is the method of combining intuition (a hunch) with facts towards the production of actionable information.  One of the best known supporters of ‘abductive’ reasoning was the character Sherlock Holmes, a great crime solving inspiration for us here at Azavea.  He might have well been talking about HunchLab when he said “We balance probabilities and choose the most likely.  It is the scientific use of the imagination.”* Although every great crime solver must focus on the circumstances of the individual event, HunchLab is built to examine the aggregate, the big picture.  Its historical statistical analysis has focused on locating spikes and anomalies in the data from the recent past, but what about the future?

Hunch Details View

A point map shows the incidence of crime in a designated geographic area. The Time-of-Day/Day-of-Week chart shows the temporal density of the events that occurred during any particular hour within that timeframe.

The most natural and challenging extension of HunchLab is that of risk forecasting.  We’re investigating the use of volumes of historic data and the best available techniques towards the goal of making certain types of forecasts available to every HunchLab user.  It’s worth noting that we are not pretending we or HunchLab can predict the future.  Perhaps it’s better expressed by Mr. Holmes who said, “while the individual man is an insoluble puzzle, in the aggregate he becomes a mathematical certainty.  You can, for example, never foretell what any one man will do, but you can say with precision what an average number will be up to.  …  So says the statistician.” **  You are probably wondering where we are going with this.  We hope to roll out the specifics over the next year, but we are actively working with criminologists, statisticians and geographers to create a few different types of forecasting approaches including:  near repeat patterns; daily workload forecasting based on shift, day-of-week and season; the impact of non-crime events, such as weather, holidays and sports events; and generation of risk maps based on a variety of factors.

Come talk to us about HunchLab at:

Int’l Assoc. Law Enforcement Intelligence Analysts Conf. (IALEIA) in Orlando, FL – May 3 – 7

Law Enforcement Information Management Conf. (LEIM)  in Atlanta, May 24 -27.

* The Hound of the Baskervilles
** The Sign of the Four

How GIS Can Aid in the Conservation of the World’s Architectural Treasures

"As an organization that has dedicated itself to reviving and documenting ancient techniques of building and artistry, [The World Monuments Foundation] also must seek out the best and most recent tools and technology in order to meet their goals."

History and archeology meet GIS! Azavea and Integrated Conservation Resources partnered to create Sandstone, a desktop software application for cataloging the condition of important buildings and other historically significant structures in need of architectural conservation, for the World Monuments Fund (WMF).

The software is designed to enable conservators to easily capture notes and drawings while using a stylus on a tablet PC in the field. Users can draw objects or conditions using points, lines and polygons on top of an image, CAD drawing or shapefile while being disconnected and then synchronize the changes from many tablets to a single central server later on. They can also perform queries across an entire site, fill out a form representing metadata while each feature (object or condition) automatically calculates a length, perimeter and area, as necessary.

The World Monuments Fund is a non-profit organization dedicated to the conservation of the world’s cultural heritage. At any given time they manage approximately 150 preservation projects worldwide, and employ hundreds of conservationists who rub elbows with 300-year old painted ceilings in Paris, catalog rain damage during monsoon season in Cambodia, or conserve a fourth century Roman emperor’s “retirement home”. The projects are spread out in locations across the world where the conservators work in challenging climates, on delicate and historic sites. As an organization that has dedicated itself to reviving and documenting ancient techniques of building and artistry, they also must seek out the best and most recent tools and technology in order to meet their goals.

Example of how Sandstone can be used – Angkor Wat, Cambodia. Background Photo Copyright: © 2009 Google – Imagery ©2009
DigitalGlobe, GeoEye

Before any actual restoration can begin on a project, a very detailed and thorough survey of the site is often needed to complete preliminary plans. Using special software, one or more conservationists may spend weeks cataloging every last crack or blemish across a massive site.

To tackle the challenge of coordinating survey efforts across different countries, people, and databases, some serious creativity was required. For starters the new software needed to reorganize itself ‘on the fly’; any site might require a totally different range of data, so we built a dynamic data model and a flexible user interface. With their work spread across fragile hardware in a potentially harsh environment, the next challenge was protecting their efforts. Since distributed database sharing wasn’t an option, we needed to create a way to maintain synchrony in a situation where multiple users may all be editing the same bit of information without a server to keep it all in line. All of this while in the field without an internet connection, and without a server room standing by. This led to the creation of a peer-to-peer network design and versioning model using the JXTA library, and an idea called a Lamport clock to keep the data consistent. JXTA was only one of the many open source tools used to create Sandstone. The World Monuments Fund hopes to eventually make the software available as an open source toolkit, so in addition to JXTA, it builds on existing open source tools such as uDig, Postgre SQL and Eclipse.

The Sandstone software is currently being used at the Church of Saint Trophime in Arles in the south of France. We brushed up our French, revised verb conjugations and their impossible pronunciation — come on! how do you even start saying “ils aillent”? — in the hope we might have to travel there. Mais non! Ah! C’est la vie … In any case, it was richly rewarding to learn from and use these tools, and to hopefully contribute back into them as the project continues. We’re hoping that over time we will be able to shape this project into something that might benefit even more users worldwide. We have just finished Phase I of the project. The World Monuments Fund hopes to make an official release of Sandstone after Phase II had been completed.