Thursday, January 31, 2013

Thoughts on post-event damage detection

Thanks to an AmericaView mini-grant and the labor of some intrepid students we were able to do a detailed damage assessment of some of the areas in Vermont hardest hit by Hurricane Irene back in 2011.  The pre-event imagery was sourced from the National Agricultural Imagery Program and we obtained post-event WorldView-2 imagery from the USGS Hazard Data Distribution System (HDDS).  Below are some key take-away points for this type of work.

  • It's all about the resolution.  As much as I love Landsat you really need high-resolution imagery, such as WorldView2, to see the type of damage causes by an Irene-type event.
  • Manual image interpretation.  While we would like to think that all we need is imagery from two different dates and a press of the Staples Easy Button to get results, the reality is much more complex.  This is particularly true in post-event disaster response.  Automated detection may help highlight areas of change, but chances are you will have to do it the old way to precisely quantify the damage.  No one beats a human when it comes to high-resolution image analysis.
  • Georegistration is a challenge.  Much of the imagery that was acquired post-Irene was done so at rather extreme look angles.  Orthorectificaton did not yield promising results and it was time consuming.  Thus, all the damage mapping was done on the more accurate pre-event imagery through good old fashioned terrain association.  The offset is shown quite clearly in the above graphic.
  • Come up with a damage class domain.  Lots of interpreters may be working on the same project and thus it really helps if you can come up with a list of damage types so that all of the datasets are consistent.
  • Work locally.  The cloud and networks tend not to fare too well during disasters.  Digitizing goes a heck of a lot faster when the imagery is stored locally.

103 comments:

  1. Are you rid of virus in your system don't worry Contact Norton support will help you in installation, renewal and extend subscription and more Norton will help in synchronous your data.

    Norton customer service
    Norton phone number

    ReplyDelete
  2. This is nice and excellent post about "Thoughts on post-event damage detection"

    Thanks,
    SBCGlobal Email Password Reset

    ReplyDelete
  3. Excellent and great post regarding "Thoughts on post-event damage detection"

    Hotmail Help Contact number USA

    ReplyDelete
  4. Office setup website is one of the best websites. You might have though of many software platforms that give you access to the new and amazing tools for productivity at home and office.
    www.office.com/setup

    ReplyDelete
  5. Excellent post regarding "Thoughts on post-event damage detection", thank you for sharing this information
    Outlook Support Phone Number

    ReplyDelete
  6. AllAssignmentHelp.com offers best assignement help service. Our online assignment experts provide suitable content in your academic career at very affordable prices.
    make homework for me

    ReplyDelete
  7. Now social media has become the most powerful source for collecting data about anything. Social media can also be used to accurately assess the damage caused by natural disasters. Thanks for sharing this valuable information. PhD Dissertation Writing Services

    ReplyDelete
  8. If you are unable to fix HP Printer Offline issue or any common printer problems with resetting process, then don’t panic! We are there 24/7 to help you out. The thing you should do is to put a call on toll-free number and get united with talented as well as experienced tech-geeks for hands-free solution.

    ReplyDelete
  9. Thanks for the the precious information hope in future you will share more informative knowledge

    For a fast Antivirus Customer Service Number, simply address our professionals over phone, cost detached.

    ReplyDelete
  10. You can change your Yahoo mail password and make it secure from any breach or hacking. In case you need any assistance or support, you can contact this Yahoo toll-free number 24/7.
    How To Create A New Yahoo Password

    ReplyDelete
  11. When Connect FuboTV, If the fubo.tv/connect enter code is correct; it will successfully lead you further and launch the application. However, if the code has expired or is not working, you will have to refresh and enter a new code again to fubo.tv/activate.
    fubo.tv/Connect

    ReplyDelete
  12. Nice Information thanks for sharing with us. If you have any issue regarding SBCGlobal email please follow these links:
    Our experts are available 24/7 to provide quick and best support.
    sbcglobal email contact number
    sbcglobal email customer care phone number
    Fix Cannot Sign into SBCGlobal Email Account
    unlock the sbcglobal email account locked
    fix spam mail settings in SBCGlobal.net mail account

    ReplyDelete
  13. Ekwik Classes is a Delhi-based institute that provides training and classes about digital marketing. It has a total of 30 modules which include SEO, SMO, ORM, SEM, Email Marketing etc. We have offline as well as online classes available at very affordable prices. Become a part of our world. Best SEO Course in Delhi

    ReplyDelete
  14. It's almost midnight and you are busy with thoughts like -If only there was an easier way to dealing with boring economics assignments. Term paper writing service have decided to share a few techniques that will help you become more productive in your economic assignment. And everyone knows that when you are more productive, completing any assignments become faster and easier.
    Related pages-
    essay writer

    chicago referencing

    project management assignment

    Cheap Assignment Help

    ReplyDelete
  15. If you are looking for any technical support related to antivirus, contact antivirus customer number 15013004844 and get immediate assistance from technicians.

    ReplyDelete
  16. This comment has been removed by the author.

    ReplyDelete
  17. Accounting is a discipline of study that requires in depth understanding about theories, methods etc. Your professors are not going to be available all the time in case you need any assistance with the homework. And you know your submissions have to be top quality because they carry a lot of weight in the grades you will earn and the career you are aspiring for. Our Accounting Assignment Help experts at Help In Homework are just the right solution for your woes. They have years of experience in the field of accounting and will get your homework done precisely within the stipulated deadline.

    ReplyDelete

  18. Want To Spend A Warm Night With Affordable Delhi Escorts
    Are You Finding An Attractive And Glamours Delhi Escorts For Sex Is Not A Big Deal In Delhi.our Escort Services Provide Call Girls On The Basis Of Your Taste. We Give Safe And Independent Girls To Our Clients.delhi Call Girls Are Just A Phone Call Away. Contact Us To Book Now.
    Delhi Escorts
    Delhi Escorts Services

    ReplyDelete
  19. Hi! this is nice article you shared with great information. Thanks for giving such a wonderful informative information. write essays for students

    ReplyDelete
  20. I appreciate your hard work. Keep posting new updates with us. This is really a wonderful post. dissertation writers

    ReplyDelete
  21. Bangalore escorts, 7022789089 A magnificent choice for top Nikitha independent Bangalore escorts service. I am here to give you the finest independent escorts in Bangalore.
    Coimbatore escorts | Faridabad escorts |Kolkata Escorts |Ranchi escorts | Nagpur escorts

    ReplyDelete

  22. Are you being tired of writing assignments non-stop? Is it being tough for you to manage academic tasks simultaneously? If yes, we are here to Online Assignment Help for you with some simple and easy suggestions that can bring major changes in your outlook towards these tasks and your overall academic performance.

    ReplyDelete
  23. You don't have to get stressed anymore thinking about the assignments that you have to complete. We have a team of Online Assignment Help who are experienced and providing the best assistance to students with authentic content written from scratch.

    ReplyDelete
  24. Thanks for sharing this best stuff with us! Keep sharing! I am new in the blog writing. pay to write essay

    ReplyDelete
  25. Australian Assignment help is best in providing nursing assignment help services to students and Student Life Saviour in Ireland assignment help services at affordable rates.

    ReplyDelete
  26. The Quality Management System is responsible for developing the quality of products and services in all sectors of the organization. It sets out the quality policies and objectives for the organization to achieve its desired goals.iso 9001 in egypt

    ReplyDelete

  27. English is the lingua franca of a very large part of the world. It is the language of global trade and commerce. Academic degrees in English are very popular because career prospects are very lucrative. However, degree programs can be very stressful. You have to clear exams, take part in cocurricular and if you are not financially well off, do part-time jobs to fund your education. Because of this busy schedule of the student, he/she is unable to complete homework on time and ends up getting poor grades. Help In Homework is the quintessential solution to student woes. Our experts offer English Assignment Help of the highest quality that will ensure that the student gets high grades.

    ReplyDelete
  28. Zoom login - The Zoom video meeting and chat app has become the wildly popular host to millions of people working, studying, and socializing from home during the pandemic. It has become one of the leading videoconferencing software apps.
    It enables you to virtually interact with co-workers when in-person meetings aren't possible, and it has been hugely successful for social events, too. As COVID-19 vaccines roll out nationwide, Zoom has added new features to help prepare for the future hybrid office, as well as helpful tools for presentations.
    Spectrum login |
    hotmail sign in |
    animeflix

    ReplyDelete
  29. It's really an impressive post for me and the society at large. Thanks for sharing such an amazing article. Bayelsa Medical University post utme past questions

    ReplyDelete
  30. This a very fantastic blog and I really appreciate you for the sharing excellent and informative contents shared, fell in love with your beautiful design and the amazing internet speed, thanks for sharing. oau cut off mark for law

    ReplyDelete
  31. This comment has been removed by the author.

    ReplyDelete
  32. I like the way you explain things, You make it very easy for people to understand. Looking forward to reading more posts from your blog. check my post on Subway Application PDF

    ReplyDelete
  33. Pretty! This was an incredibly wonderful post. Many thanks for providing these details. zoology degree colleges

    ReplyDelete
  34. Losing cool or being temperamental has become a new normal these days. Hence, to be at your best while sitting in a bunch of people you need to have a relaxed mind. Going to Body to body massage in Bangalore on weekends can improve your utility. Rati Spa

    ReplyDelete
  35. Thanks for this beautiful article.
    Nalini is a professional masseuse who specializes in therapeutic massage. She has experience with deep tissue, sports and Swedish massage techniques
    I should recommend all spa service providers to make their environment like this. For more info visit here:- Body to body massage in Bangalore

    ReplyDelete
  36. At sweety spa, you will find numerous massage rooms along with Jacuzzi. Sweety spa is best Massage spa near me to get yourself pampered.

    ReplyDelete
  37. This post is pretty nice for me and I would to share this material to the others. dissertation writing service

    ReplyDelete
  38. Your article is very informative and helpful to me. Thank you for the post, it’s really nice. This is more good! Visit my site. Drexel University computer science ranking

    ReplyDelete
  39. Wow! This was an incredibly wonderful post. Many thanks for providing these details. how much do flight attendants make

    ReplyDelete
  40. Thank you for the excellent articles share with us. Please share some other topics with me, I am a really big fan of your writing skills and I agree with this. You might be interested in Romantic Restaurants near you

    ReplyDelete
  41. you can print your documents wirelessly from any of the convenient corners of your home with your smartphones, laptops, tablets or any other devices www.hp.com/go/wirelessprinting .

    ReplyDelete
  42. I actually enjoyed reading it, you could be a great author. I will remember to bookmark your blog and will eventually come back from now on you could check out top 10 vacation spots for couples 

    ReplyDelete
  43. Avail the best thesis helper services by the expert writers at Singapore Assignment Help. Our professional experts hold their degrees from the most reputed universities of the UK, Singapore and Australia. They are expert in providing thesis writing help singapore

    ReplyDelete
  44. Acadecraft is one of the leading e-learning companies in USA, providing data-driven results and productive solutions. Here, the company has certified SMEs and academic professionals to develop accurate eLearning solutions. With creativity and innovative modules, the platform commits the project delivery in a quick turnaround time.
    K-12 Services
    assessment development services provider

    ReplyDelete
  45. This post is written in a informative manner . keep sharing posts like this so that we can get much information.
    writing my assignment

    ReplyDelete
  46. The Thai massage is a 2500-year-old practice that was developed by Buddhist monks. We use tender pressure and detached extending along the joint and muscles to relieve your stress.

    Visit body to body massage spa near me

    ReplyDelete
  47. Effective stress reliever and pain b2b massage relieving Helps boost self-confidence Reduce elevated levels of the hormone, cortisol (the stress hormone) in blood.Tap into the healing power of touch

    ReplyDelete
  48. This post is genuinely a good one. It helps new net users, who are wishing in favour of blogging. what is collage dorm party

    ReplyDelete
  49. Massage has expanded beyond the confines of your preferred spa, and is now being used in medical settings like hospitals and clinics. A full body massage can provide numerous benefits psychologically and physically. Talk to your doctor before getting an appointment if you are suffering from medical issues, like fractures, cancer blood clots, rheumatoid osteoporosis, arthritis, or you are pregnant. Female To Male Body to Body Massage Services is one of the oldest methods to cleanse your body of. It is regarded as as one spa services near me of the most effective ways to keep your skin healthy and soft.

    ReplyDelete
  50. Information is pretty good and impressed me a lot. This article is quite in-depth and gives a good overview of the topic. Thanks Astronecollege.com

    ReplyDelete
  51. Information article, it was very helpful! I simply began in this and I’m attractive more familiar with it better! Thanks, keep doing amazing.. proofreading services ireland

    ReplyDelete
  52. Dating Girls In Goa is a company that provides female companionship services in the Goa region of India. We offer a variety of services to cater to the needs of our clients, including dinner dates, sightseeing tours, and more.

    ReplyDelete
  53. If you are looking for your dream girl, Mumbai Companion can be a better option than any other option available in your city.

    ReplyDelete
  54. You are sharing the very informative and great post. It is effortless and easy to understand for me. Thanks for sharing the post. cheapest assignment helper

    ReplyDelete
  55. Awesome work you have done here, I am very happy to read this nice post
    https://www.ankitaverma.in/

    ReplyDelete
  56. Thanks for sharing the nice information. Are you looking for Nursing Assignment Help? The Student Helpline provides the best Nursing Assignment Help with best price. Our experts are all time ready to assist best high quality assignment service.

    ReplyDelete
  57. This sounds like an incredible and innovative way to track post-event damage. It's a great way to ensure that any damages are documented and handled properly. I'm sure this system will be a great asset to event organizers! Event Booking System

    ReplyDelete
  58. If you ever encounter such issues, feel free to connect with our Sage Chat Support, Sage 50 Chat Support, Sage 100 Chat Support, Sage 300 Chat Support experts . Our professionals will let you know the exact cause of the error and provide you with a solution accordingly.

    Sage 300 Chat Support

    ReplyDelete
  59. maxiflex gloves are a popular choice for industrial safety gloves because they offer a high level of comfort and flexibility while still providing protection for the hands.

    ReplyDelete
  60. Cheap assignment help services can provide a great deal of aid in detecting post-event damage. With the help of these services, it is possible to accurately and quickly identify any potential damage that may have been caused. This is not only important for safety reasons, but also for financial reasons, as it helps to reduce the costs of repairs and other expenditures related to the damage. As such, it is highly recommended to take advantage of the cheap assignment help offered by these services.

    ReplyDelete
  61. Australian Assignment Help and Student Life Saviour are the best provider of assignments to students at affordable prices.

    ReplyDelete
  62. Searching for an assignment writing service in Singapore? Look no further than My Assignment Help Singapore! Our assignment help platform provides expert assistance to students seeking top-quality work. We specialize in a variety of subjects and offer personalized support to ensure your academic success. With our team of experienced writers, you can trust that your assignments will be completed on time and to the highest standards. Contact us today to experience assignment help in Singapore.

    ReplyDelete
  63. Good blog
    Are you in need of certified translation services in Brighton? Look no further than our translation services! We offer a range of certified translation services, including legal and official document translations, certified website translations, and more. Our team of certified translators is experienced in providing accurate and reliable translations for a variety of industries and purposes. Visit our website today to learn more about our Brighton certified translation services and how we can help you.

    ReplyDelete
  64. Halliwick Concept → Focuses on the development of balance and core female to male body massage in pune stability. It’s most commonly used with physically disabled patients to teach motor control.

    ReplyDelete
  65. Our girls danced naked all night. Somiya Kaur is one of the best service in Mumbai. Our customers are not bored of praising our girls in Andheri. The speciality of our service in Andheri is that since the beginning, there has been no client who has ever left without a smile on their face

    ReplyDelete
  66. This comment has been removed by the author.

    ReplyDelete
  67. Thanks for your informative blog. Keep sharing like this...abogados de divorcio de nueva jersey

    ReplyDelete
  68. Unlock the potential of your adult toy business to the fullest with a dedicated merchant account. Ensure fast and secure payment processing for adult products. This specialized adult toys merchant account online offers features such as fast payment approvals, multi-currency support, and numerous options to accept payments. Safeguard customer privacy and build trust with strong fraud prevention measures. Maximize sales and expand your adult toy business.

    ReplyDelete
  69. Indulge in the art of female to male body massage near me where skilled hands work their magic to melt away stress and tension.

    ReplyDelete
  70. mobile app development company in Delhi A website serves as the face of a brand and in your absence, it creates the first impression on your potential customers. When it comes to digital marketing, creating a good website is the first step for any brand. A user friendly website and web applications play a crucial role for an organization. If you are in search of a reliable website designing company in Delhi, Smartech is the apt choice. At Smartech, we consider website designing as an art and that’s why we strive hard to turn your vision into ideas. To foster your ideas, we provide a fitting platform for its launch. We design a website in such a way that it can bring you the relevant web presence and that is why, we are known as one of the best website designing company in Delhi.

    ReplyDelete
  71. Your blog about "Thoughts on post-event damage detection" is a treasure trove of valuable insights and inspiration. Each post is a captivating journey that leaves me eagerly awaiting your next publication. Your dedication to providing enriching content and sharing your expertise is truly commendable. Thank you for consistently delivering high-quality posts that contribute to our knowledge and understanding. Your blog is a valuable resource for all of usHunterdon County driving without a license lawyerHunterdon County reckless driving attorney

    ReplyDelete
  72. Nice Information thanks for sharing with us ,we are providing best digital marketing in bangalore
    https://digitalmarketing-global.com/

    ReplyDelete
  73. Advanced technologies like remote sensing and machine learning enhance post-event damage detection, allowing for real-time data analysis and efficient resource allocation. This integration of satellite imagery and sensor data streamlines response efforts, contributing to effective disaster management and recovery processes. Cheap Divorce New York

    ReplyDelete
  74. abogado trafico mecklenburg va
    Post-event damage detection is crucial for emergency response and recovery efforts, utilizing technology like satellite imagery, drones, and artificial intelligence. Early warning systems and data integration are essential for accurate assessment. Challenges include poor data quality and urban complexity. Collaboration among agencies, humanitarian organizations, academia, and the private sector is essential. Community engagement and resilience-building measures can improve detection capabilities. Environmental monitoring is also crucial. Continuous improvement is essential for enhancing effectiveness and responsiveness.

    ReplyDelete
  75. Thank you for sharing this article! It's refreshing to come across well-researched content that adds depth to the conversation. Gb whatsapp

    ReplyDelete
  76. Hi Friend, Really Appreciate your This Post. Really Looking Forward to Read More. I am impressed Very Nice Post, Thanks

    Firozabad Female Companion
    Ghaziabad Female Companion
    Ghazipur Female Companion

    ReplyDelete
  77. Rekindle the spark amidst breathtaking landscapes. Pluto Tours offers Leh Ladakh tour packages designed for couples. Imagine cozy evenings under a starlit sky, exploring ancient monasteries hand-in-hand, and creating memories that last a lifetime. Our romantic getaways cater to your desires, ensuring an unforgettable adventure for two.

    ReplyDelete
  78. Hi there, My name Mohit Kumar, working in Baba Travels, we are one of the Taxi Service in Delhi with Comfortable rides, fully AC cars, affordable prices. We are available 24X7 with an experienced team of drivers. We are dedicated to providing safe, reliable and best taxi services in Delhi. We also provide corporate taxi services in Delhi. Our drivers are licensed and experienced in driving in the Delhi NCR area. We offer a variety of services to choose from, including local, outstation and airport transfers. We are committed to providing excellent customer service. https://babatravels.co.in/

    ReplyDelete