A Decentralised Disaster Dectection Approach using Image Data
Keywords:
Water level sensor, Flood detection, Rain sensor, Flow sensor, SystemAbstract
Flood calamity generally happens on account of second generous storm fall or unforeseen addition in water level in streams. Such trademark fiasco may realise the top human life and property loss. In any case, it is essential to cautious the local territories previously and during the disaster by spreading data. With the brisk progress of contraptions installed with web of-things (IoT), this may pass on a ton of positive conditions to initiate the data among individuals. At this moment, we put forward a decentralised cataclysm acknowledgement approach using picture data. The given structure incorporates a set of sensor gadgets fit for getting the photographs. Each contraption can process the image and make advised ready reliant on the given data. For exposure of flood, we applied thresholding-based division what is inexorable, morphological tasks. We performed a wide preliminary to help our method. For assessment reason, we considered pictures taken from various separation, and our work approach gives promising outcomes.
References
Ramesh, M. V. (2014). Design, development, and deployment of a wireless sensor network for detection of landslides. Ad Hoc Networks, 13, 2-18. https://doi.org/10.1016/j.adhoc.2012.09.002
D'Souza, R., Kariyappa, B. S., Kumar, S., & Kumari, M. U. (2011, August). Protocol implementation for Short Message Service over IP. In 2011 6th International Conference on Industrial and Information Systems (pp. 443-447). IEEE. https://doi.org/10.1109/ICIINFS.2011.6038110
Sharif, H., & Hashmi, M. A. (2006, September). Use of RS & GIS in flood forecasting and early warning system for Indus Basin. In 2006 International Conference on Advances in Space Technologies (pp. 21-24). IEEE.V. Krzhizhanovskaya, et al, “Flood early warning system: design, implementation and computational models,” Procedia Computers Science, vol. 4, pp.106115, 2011. https://doi.org/10.1109/ICAST.2006.313790
Basha, E., & Rus, D. (2007, December). Design of early warning flood detection systems for developing countries. In 2007 International Conference on Information and Communication Technologies and Development (pp. 1-10). IEEE. https://doi.org/10.1109/ICTD.2007.4937387
Cioca, M., Cioca, L. I., & Buraga, S. C. (2008, February). SMS disaster alert system programming. In 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies (pp. 260-264). IEEE. https://doi.org/10.1109/DEST.2008.4635212
Yawut, C., & Kilaso, S. (2011, May). A wireless sensor network for weather and disaster alarm systems. In International Conference on Information and Electronics Engineering, IPCSIT (Vol. 6, pp. 155-159).
Mousa, M., & Claudel, C. (2014, April). Water level estimation in urban ultrasonic/passive infrared flash flood sensor networks using supervised learning. In IPSN-14 Proceedings of the 13th International Symposium on Information Processing in Sensor Networks (pp. 277-278). IEEE. www.doi.org/10.1109/IPSN.2014.6846761
