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Web-Based Flood Hazard Monitoring

Anna Nur Nazilah Chamim, Dwi Cahyo Hardyanto, Karisma Trinanda Putra


Flood is a natural disaster. It occurs in several cities in Indonesia. Floods caused by rivers that overflowed and then flooded residential areas. It comes mostly unexpectedly without early warning. It causes many losses, especially the loss of material, and health threats to surrounding communities. The advance of network technology can reduce the adverse effects of flooding by providing warning alarms and water level monitoring system in real-time that can be accessed via the web. Based on the problem, a monitoring system was designed to monitor water levels via a web that work in real time for 24 hours, and store water level data into the database. The use of this website requires an internet connection, so that internet services must be available.


Flood; alarm warning; Realtime; microcontroller

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Z. Liu, G. Li, G. Mercier, Y. He, and Q. Pan, “Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation,” IEEE Trans. Image Process., vol. 27, no. 4, pp. 1822–1834, Apr. 2018.

A. V. Monti-Guarnieri, M. A. Brovelli, M. Manzoni, M. Mariotti d’Alessandro, M. E. Molinari, and D. Oxoli, “Coherent Change Detection for Multipass SAR,” IEEE Trans. Geosci. Remote Sens., vol. 56, no. 11, pp. 6811–6822, Nov. 2018.

M. N. Sumaiya and R. Shantha Selva Kumari, “Unsupervised change detection of flood affected areas in SAR images using Rayleigh-based Bayesian thresholding,” IET Radar, Sonar Navig., vol. 12, no. 5, pp. 515–522, May 2018.

D. Amitrano, G. Di Martino, A. Iodice, D. Riccio, and G. Ruello, “Unsupervised Rapid Flood Mapping Using Sentinel-1 GRD SAR Images,” IEEE Trans. Geosci. Remote Sens., vol. 56, no. 6, pp. 3290–3299, Jun. 2018.

H. Sui, K. An, C. Xu, J. Liu, and W. Feng, “Flood Detection in PolSAR Images Based on Level Set Method Considering Prior Geoinformation,” IEEE Geosci. Remote Sens. Lett., vol. 15, no. 5, pp. 699–703, May 2018.

B. Pradhan, M. I. Sameen, and B. Kalantar, “Optimized Rule-Based Flood Mapping Technique Using Multitemporal RADARSAT-2 Images in the Tropical Region,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., vol. 10, no. 7, pp. 3190–3199, Jul. 2017.

M. Chini, R. Hostache, L. Giustarini, and P. Matgen, “A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case,” IEEE Trans. Geosci. Remote Sens., vol. 55, no. 12, pp. 6975–6988, Dec. 2017.

N. Pierdicca, L. Pulvirenti, G. Boni, G. Squicciarino, and M. Chini, “Mapping Flooded Vegetation Using COSMO-SkyMed: Comparison With Polarimetric and Optical Data Over Rice Fields,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., vol. 10, no. 6, pp. 2650–2662, Jun. 2017.

F. Chen, M. Zhang, B. Tian, and Z. Li, “Extraction of Glacial Lake Outlines in Tibet Plateau Using Landsat 8 Imagery and Google Earth Engine,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., vol. 10, no. 9, pp. 4002–4009, Sep. 2017.

T. M. Thekkil and N. Prabakaran, “Real-time WSN based early flood detection and control monitoring system,” in 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 2017, vol. 2018-Janua, pp. 1709–1713.

A. Y. Ardiansyah, R. Sarno, and O. Giandi, “Rain detection system for estimate weather level using Mamdani fuzzy inference system,” in 2018 International Conference on Information and Communications Technology (ICOIACT), 2018, pp. 848–854.

H. Yuliandoko, Subono, V. A. Wardhany, S. H. Pramono, and P. Siwindarto, “Design of flooding detection system based on velocity and water level DAM with ESP8266,” in 2017 2nd International conferences on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 2017, vol. 2018-Janua, pp. 396–401.

J. Priyadharshini, “Development of embedded web server for health care system using E-card,” in 2017 International Conference on Algorithms, Methodology, Models and Applications in Emerging Technologies (ICAMMAET), 2017, vol. 2017-Janua, pp. 1–5.

M. Sahani, A. Nayak, R. Agrawal, and D. Sahu, “A GSM, WSN and embedded web server architecture for Internet based kitchen monitoring system,” in 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015], 2015, pp. 1–6.

P. J. Alexander and N. Radhakrishnan, “Remote lab implementation on an embedded web server,” in 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015], 2015, pp. 1–5.

I. Bosznai, F. Ender, and H. Santha, “Web server based remote health monitoring system,” in 2009 32nd International Spring Seminar on Electronics Technology, 2009, pp. 1–6.

M. Shahabuddin, M. R. T. Hossain, and M. R. Siyam, “Design and implementation of smart taxi fare meter and server based electronic payment system,” in 2017 3rd International Conference on Electrical Information and Communication Technology (EICT), 2017, vol. 2018-Janua, no. December, pp. 1–5.

A. Sariga, S. Jaiganesh, T. Vengattaraman, and P. Sujatha, “An implementation of embedded web server in farming sector,” in 2016 International Conference on Communication and Electronics Systems (ICCES), 2016, pp. 1–6.

E. Raduca, L. Nistor, C. Hatiegan, M. Raduca, I. Padureanu, and S. Draghici, “Web server for command, control and monitoring of industrial equipment,” in 2015 9th International Symposium on Advanced Topics in Electrical Engineering (ATEE), 2015, pp. 61–66.

P. G. Salunke and A. M. Sayyed, “Design of embedded web server based on NIOS-II soft core processor,” in 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016, pp. 488–492.

F. H. Purwanto, E. Utami, and E. Pramono, “Design of server room temperature and humidity control system using fuzzy logic based on microcontroller,” in 2018 International Conference on Information and Communications Technology (ICOIACT), 2018, vol. 2018-Janua, pp. 390–395.

M. H. Siddiqui, V. Purohit, and S. Mane, “Embedded web server based NetLab for remote access,” in 2016 International Conference on Inventive Computation Technologies (ICICT), 2016, vol. 2016, pp. 1–5.

W. T. Sung, J. H. Chen, C. L. Hsiao, and J. S. Lin, “Multi-sensors Data Fusion Based on Arduino Board and XBee Module Technology,” in 2014 International Symposium on Computer, Consumer and Control, 2014, pp. 422–425.

A. F. Rachmani and F. Y. Zulkifli, “Trial and Evaluation of LoRa Performance for Smart System Multi-Client Model,” Proceeding - 2018 Int. Semin. Intell. Technol. Its Appl. ISITIA 2018, pp. 39–44, 2018.

H. Singh, V. Pallagani, V. Khandelwal, and U. Venkanna, “IoT based smart home automation system using sensor node,” in 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018, pp. 1–5.

K. Kaushal et al., “The E-Restaurant,” in 2016 Ninth International Conference on Contemporary Computing (IC3), 2016, pp. 1–5.

M. S. Nair, R. Jishnu, K. M. Rakesh, and A. Ramachandran, “Implementation of a web-based programming tool for distributed, connected Arduino systems,” in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016, pp. 1595–1600.

J. P. Ventura, N. A. Cruz, and F. P. Lima, “A remote monitoring and control system for ecosystem replication experiments,” in OCEANS 2016 MTS/IEEE Monterey, 2016, pp. 1–6.

Z. Davitadze, G. Partenadze, and E. Djincharadze, “Graphical visualization of data measurement of programmable microcontroller according to ARDUINO-project example,” in 2016 IEEE East-West Design & Test Symposium (EWDTS), 2016, pp. 1–5.

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