Note: this is a long blog with sections on best practices, where SUAS have been used (and for what missions), the flood of data that interferes with making the most of UAS data and how computer vision can help, and unmanned marine vehicles.

CRASAR is standing by to assist with the flooding in Texas with small unmanned aerial systems (UAS/UAV) and unmanned marine vehicles. Johnny Cash’s song “How High The Water Momma” comes to mind. We’ve been working with floods since 2005 and in July offered a class on flying for floods.

The rain is still too heavy to fly in most affected parts. Coitt Kessler, Austin Fire Department, is coordinating the use of small UAS with the State Operations Center and has been working tirelessly since Thursday. CRASAR is offering the Texas A&M team and the UAVRG team at no cost through the Roboticists Without Borders program. We also hope to try out an app of coordinating small UAS from the newest member of Roboticists Without Borders, Akum.

Hey- If you want to volunteer to fly, please do not fly with out explicitly coordinating with your local fire department and confirming that they in turn have followed standard procedures and coordinated with the state air operations (this is a standard ICS practice and should only take them a few minutes), otherwise there may be a repeat of the dangerous situation where  a) low flying helicopters and SUAS are working too close to each other and b) the data collected was either the wrong data or never made it to a decision maker.  Dangerous situations happened at the Boulder floods and several times in the Texas Memorial Day floods- it shuts down the helicopter operations.  And remember, it hards to become the fire rescue equivalent of a deputy without have met and worked with the fire rescue department- so it may not be realistic to expect to help with this disaster.

Best Practices

Here are links to our best practices for picking UAVs and payloads for disasters:

• Recommendations for Choosing Small UAS Platforms for Disasters
• Guide to Air Space Regulations for Unmanned Aerial Systems for Disasters in USA
• Best Practices for Major Missions for Small UAS
• Best Practices for Data Collection with Small UAS
• Best Practices for Crew Organization and Concepts of Operations with Small UAS

Where Small UAVs Have Been Used

Small UAVs or UAS have been used at least 9 disasters from flooding or had flooding associated with it: Hurricane Katrina 2005 (the first ever use of a small UAS for a disaster, which was by CRASAR), Typhoon Morakot, Taiwan 2009, Thailand Floods 2011, Typhoon Haiyan Philippines 2013, Boulder Colorado floods 2013, Oso Washington Mudslides 2014, Balkans flooding Serbia 2014, Cyclone Pamela Vanuatu 2014, and the Texas Memorial Day Floods 2015.  CRASAR participated in 3 of the 9 events.

SUAS missions at these floods have been:

• situation awareness of the flood, affected transportation, and person in distress
• hydrological assessment– where’s the flooding, state of levees, etc.? Texas has levees that impact people (think New Orleans and Katrina) but also livestock. Another use of small UAS is to determine why the floods are flooding where they are. In the Balkans flooding, the ICARUS team used their UAS and found a illegal dike that was preventing public works engineers from draining the area.
• searching for missing persons presumably swept away- that was the major use of small UAS at the Texas Memorial Day floods
• deliver a small line to persons in distress so that they can pull up a heavier line for help- this was also done at the Texas Memorial Day floods
• debris estimation in order to speed recovery

SUAS proposed, but never flown to the best of my knowledge at an actual disaster (remember a patch to anyone who can help me keep the list of deployments up to date!), missions have been:

• home owner and business insurance claims- many insurance carriers are actively exploring this and this was a big topic with at our 2015 Summer Institute on Flooding
• carry wireless repeaters—this was actually done with manned aircraft from the Civil Air Patrol during the Memorial Day floods. The greater persistence and distance may keep that in the CAP list of responsibilities

The Flood of Data and the Promise of Computer Vision

The biggest challenge in using UAS is not flying (or regulations) but rather the flood of data. As I noted in my blog on our Summer Institute on flooding, one of our 20-minute UAS flights for the Texas Memorial Day floods produced roughly over 800 images totaling 1.7GB. There were over a dozen platforms flying daily for two weeks during the floods as well as Civil Air Patrol and satellite imagery. Most of the imagery was being used to search for missing persons, which means each image has to be inspected manually by at least (preferably more). Signs of missing persons are hard to see, as there may be only a few pixels of clothing (victims may be covered in mud or obscured by vegetation and debris) or urban debris (as in, if you see parts of a house, there may be the occupant of the house somewhere in the image). Given the multiple agencies and tools, it was hard to pinpoint what data has been collected when (i.e., spatial and temporal complexity) and then access the data by area or time. Essentially no one knew what they had.  Agencies and insurance companies had to manually sort through news feeds and public postings, both text and images, to find nuggets of relevant information.

Students from our NSF Research Experience for Undergraduates on Computing for Disasters and our partners at the University of Maryland and Berkeley led by Prof. Larry Davis created computer vision and machine learning apps during the Texas floods. The apps searched the imagery for signs of missing persons, including debris that might have been washed away with them and piles of debris large enough to contain a victim. The students also created visualization packages to show where the UAS and other assets had been and what data they had collected.

Don’t Forget About Unmanned Marine Vehicles

As I described in a previous blog on Hurricane Patricia, unmanned marine vehicles have been used for hurricane storm surges but not for flooding. They would be of great benefit for inspecting underwater portions of critical infrastructure such as bridges and pipelines. There’s even EMILY a robot super floatation device that can zoom out to where people are trapped.

Hurricanes, typhoons, and cyclones form a category of meteorological events referred to as cyclonic activity.  They damage large areas and destroy the transportation infrastructure, interfering with the ability of agencies to find and assist people in distress, restore power, water, and communications, and prevent the delivery of supplies. As I describe in my TED talk, it can take years for a community to recover- the rule of thumb developed by disaster experts Haas, Kates, and Bowden in 1982 is that reducing the duration of each phase of disaster response reduces the duration of the next phase by a factor of 10. Thus, reducing the initial response phase by just 1 day reduces the overall time through the three reconstruction phases to complete recovery by up to 1,000 days. The sooner emergency response agencies can use unmanned systems, the faster they can respond and we can recover from a disaster.

There are three modes or types of small unmanned vehicles or robots: ground, aerial, and marine systems. Small vehicles have the advantage that they are easy to carry in an SUV or a backpack and deploy on demand when the field teams need them, which the military would call a tactical assets. Larger unmanned systems such as the National Guard flying a Predator to help get situation awareness of several counties or provinces requires much more coordination and planning (and expense); these are strategic assets.

Here are four surprises about small unmanned vehicles for cyclonic events (I’ll be adding links to videos through out the day):

1. Small unmanned ground, aerial, and marine systems have been reported at 7 hurricanes since the first use at Hurricane Charley in 2004.

These events are Hurricane Charley (USA, 2004), Hurricane Katrina (USA, 2005), Hurricane Wilma (USA, 2005), Hurricane Ike (USA, 2008), Typhoon Morakot (Taiwan, 2009), Typhoon Haiyan (Philippines, 2013), and Cylone Pam (Vanuatu, 2015).

2. Ground robots are generally not useful.

Ground robots have only be used at 2 of the 7 events: Charley and Katrina. Cyclonic activity tends to damage or destroy swaths of single story family dwellings, not multi-story commercial buildings. If houses are flattened, the debris is not more than 20 feet deep, so traditional techniques work. If houses or apartments are damaged but standing and there is a concern that people are hurt inside, canines can determine in seconds if a person is inside. A door or window would have to be breached to insert a robot (or a person), which means the apartment would then be open to robbers. We learned that while helping Florida Task Force 3 search the retirement communities in Florida affected by Hurricane Charley in 2004. Florida Task Force 3 did use a robot to enter two apartment buildings that were too dangerously damage to enter during Hurricane Katrina, but they didn’t have a canine team which is now generally considered the preferred method.

3. Marine vehicles may be the most useful kind of robot for both response and recovery.

Marine vehicles have been used for only 2 of the events, Hurricane Wilma and Hurricane Ike, but could have been effective for all 7. Hurricanes and Typhoons are a double whammy for marine infrastructure- the underwater portion of bridges, seawalls, pipelines, power grid, and ports. First the event creates storm surges along the coast, then flooding occurs inland and hits the coast again.  Bridges and ports can appear to be safe but the surge and flooding can have scoured the ground from under the pilings, leaving them resting on nothing. Debris can have broken off a piling underwater, creating a hanging pile. This means that transportation routes can be cut off during the response, hampering the movement of responders but also hampering bringing in enough food and supplies to feed a country, such as at the Haiti earthquake, which is normally done with ships.  The economy can’t recover until the infrastructure is back in place.

Checking for these conditions is typically done with manual divers but the conditions are dangerous- the current is still high, the water is cloudy and debris is floating everywhere, and divers often have to resort to feeling for damage. There are few divers and it can take months to schedule them, as we saw at the Tohoku tsunami. Marine vehicles, both underwater and on the surface, can be outfitted with acoustic imagers that act as a combination of ultrasound and a camera to check for these conditions. In Japan, we re-opened a port in 4 hours versus weeks by a dive team, and dive teams would not be able to start work for six months after the disaster. The six month delay would have caused the city to miss the salmon fishing season, which is the big economic driver for the region.

See UMV and UAV at Hurricane Wilma here.

4. Small unmanned aerial systems have been used the most frequently of the three types of robots.

SUAS have been used in all but two of the 7 events, Hurricane Charley and Hurricane Ike. Small UAS were still experimental in 2004 when Hurricane Charley occurred but the next day after our experiences as part of Florida Task Force 3, I called Mike Tamilow at FEMA and offer to make introductions to facilitate use for the next hurricane. Unfortunately it wasn’t until next year and several hurricanes later that SUAS were used for Katrina by us and other teams from the Department of Defense. Despite the success of these deployments, SUAS didn’t really take off (pun intended) until 2011 when the technology had matured and come down in price.

The 2015 Summer Institute on Flooding will be held on July 26-28 at the Riverside Campus, College Station, Tx.  Check out the information at http://crasar.org/?p=1834