Flood Prediction and Disaster Risk Analysis using GIS based Wireless Sensor Networks, A Review

This paper presents a comprehensive study of the flood analysis and prediction using Geographical Information system (GIS). Different scientists and researchers from all over the world had performed detailed analysis of flood risk assessment specifically for human population and to take precautionary measurements before or after the critical condition of disaster occurs using Remote sensing and satellite images. In this research study, we had performed detailed analysis of Flood Prediction techniques based on GIS using Ad hoc wireless Sensor Network Architecture. We had also proposed a Model for Flood Risk Analysis and prediction, which would be very helpful for us in calculating the impact of Flood damage in disaster hit regions. The GIS domain proves to be very helpful for us in geographical survey and to identify the tsunamis causing vast potential and economical damage. In this research study, we had also used Arc GIS simulation tool to identify pre and post disaster flood risk analysis. Our Research study focuses on various geographical information Systems specifically designed for Flood Disaster management and to analyze necessary input parameters including soil moisture, air pressure, direction of wind, humidity and rain fall. These parameters would be very helpful for us in modelling real life scenarios specifically in case of flood disasters. Our proposed model is also very helpful for us in predicting the upcoming disasters and to take necessary actions by emergency and rescue authorities to save the life of thousands of people before this critical condition occurs.

[1]  Chenyang Lu,et al.  A Holistic Approach to Decentralized Structural Damage Localization Using Wireless Sensor Networks , 2008, 2008 Real-Time Systems Symposium.

[2]  T. Sasipraba,et al.  Disaster management system based on GIS web services , 2010, Recent Advances in Space Technology Services and Climate Change 2010 (RSTS & CC-2010).

[3]  Arleen A. Hill,et al.  A GIS-based model for urban flood inundation , 2009 .

[4]  Shahzad A. Malik,et al.  Improved $$Q$$-Factor Calculations for Single Port Filter-Antenna Measurement , 2013, Wirel. Pers. Commun..

[5]  Eric Campo,et al.  Mobility-aware protocol for Wireless Sensor Networks in Health-care monitoring , 2011, 2011 IEEE Consumer Communications and Networking Conference (CCNC).

[6]  Aamir Hanif Dar,et al.  Detection of ECG T-wave Alternans Using Maxima of Continuous-Time Wavelet Transform Ridges , 2012 .

[7]  D. Maktav,et al.  Determination of land use effects on flood risk by using integration of GIS and remote sensing , 2009, 2009 4th International Conference on Recent Advances in Space Technologies.

[8]  Sun Yonghua,et al.  Flood disaster response and decision-making support system based on remote sensing and GIS , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[9]  C. Price,et al.  Flash flood prediction using an uncalibrated hydrological model and radar rainfall data in a Mediterranean watershed under changing hydrological conditions , 2010 .

[10]  Shahzad A. Malik,et al.  Statistical estimation of tropospheric radio refractivity derived from 10 years meteorological data , 2012 .

[11]  Yasser Gadallah,et al.  A WSN-driven service discovery technique for disaster recovery using mobile ad hoc networks , 2011, 2011 IFIP Wireless Days (WD).

[12]  Florian Pappenberger,et al.  Ensemble hydro-meteorological simulation for flash flood early detection in southern Switzerland , 2012 .

[13]  Cem Ersoy,et al.  Wireless sensor networks for healthcare: A survey , 2010, Comput. Networks.

[14]  Xiaojuan Li,et al.  Rapid assessment of flood disaster loss in Sind and Punjab province, Pakistan based on RS and GIS , 2011, 2011 International Conference on Multimedia Technology.

[15]  Kamarulzaman Ab. Aziz,et al.  Managing disaster with wireless sensor networks , 2011, 13th International Conference on Advanced Communication Technology (ICACT2011).

[16]  Alf Johansson,et al.  An ANT Based Wireless Body Sensor Biofeedback Network for Medical E-Health Care , 2011, 2011 7th International Conference on Wireless Communications, Networking and Mobile Computing.

[17]  Kai Yang,et al.  GIS-based analysis of flood disaster risk in LECZ of China and population exposure , 2011, 2011 19th International Conference on Geoinformatics.

[18]  S Ramachandran,et al.  Application of Remote Sensing and Gis , 2022 .

[19]  Masatoshi Mori,et al.  Web-based flood monitoring system using Google Earth and 3D GIS , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[20]  Wei Shen,et al.  A Smart Gateway for Health Care System Using Wireless Sensor Network , 2010, 2010 Fourth International Conference on Sensor Technologies and Applications.

[21]  Nadeem Javaid,et al.  On Sink Mobility Trajectory in Clustering Routing Protocols in WSNs , 2013, ArXiv.

[22]  Gomaa M. Dawod,et al.  Developing GIS-Based Unit Hydrographs for Flood Management in Makkah Metropolitan Area, Saudi Arabia , 2011, J. Geogr. Inf. Syst..

[23]  M. A. Saud,et al.  Assessment of Flood Hazard of Jeddah Area 2009, Saudi Arabia , 2010 .

[24]  Huili Gong,et al.  Hydrologic information extraction for flood disaster risk assessment in Pearl River Basin and Luan River Basin, China , 2011, 2011 19th International Conference on Geoinformatics.

[25]  Naveed Riaz,et al.  Ad hoc wireless Sensor Network Architecture for Disaster Survivor Detection , 2011 .

[26]  Daniela Rus,et al.  Model-based monitoring for early warning flood detection , 2008, SenSys '08.

[27]  Xinlei Chen,et al.  A Heterogeneous High Speed Wireless Body Sensor Network Based on SC-UWB and ZIGBEE , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[28]  Jing Zhang,et al.  GIS-based risk assessment model for flood disaster in China , 2010, 2010 18th International Conference on Geoinformatics.

[29]  Yi Liu,et al.  Spatial and temporal changes in flooding and the affecting factors in China , 2012, Natural Hazards.

[30]  Manzul Kumar Hazarika,et al.  APPLICATION OF REMOTE SENSING AND GIS FOR FLOOD RISK ANALYSIS: A CASE STUDY AT KALU- GANGA RIVER, SRI LANKA , 2010 .

[31]  F. Husain,et al.  A study on flood risk assessment for Bandar Segamat sustainability using remote sensing and GIS approach , 2012, 2012 IEEE Control and System Graduate Research Colloquium.

[32]  Davide Luciano De Luca,et al.  Performance assessment of a Bayesian Forecasting System (BFS) for real-time flood forecasting , 2013 .

[33]  Nadeem Javaid,et al.  On Adaptive Energy-Efficient Transmission in WSNs , 2013, Int. J. Distributed Sens. Networks.

[34]  Florian Pappenberger,et al.  Ensemble flood forecasting: a review. , 2009 .

[35]  Lihua Feng,et al.  Practical Study on the Fuzzy Risk of Flood Disasters , 2008 .

[36]  Zhang Hailin,et al.  GIS-Based Risk Assessment for Regional Flood Disaster , 2009 .

[37]  Farrukh Saleem,et al.  Effective Teaching and Evaluation Process for Control Systems , 2013 .

[38]  Amitava Mukherjee,et al.  A Real Time Multivariate Robust Regression Based Flood Prediction Model Using Polynomial Approximation for Wireless Sensor Network Based Flood Forecasting Systems , 2012 .

[39]  Zeeshan Qamar,et al.  Planar Monopole Stair Case Antenna for Ultra-wide Band , 2013 .