{"id":637,"date":"2018-11-26T07:11:48","date_gmt":"2018-11-26T07:11:48","guid":{"rendered":"https:\/\/www.rmsi.com\/blog\/?p=637"},"modified":"2018-11-29T13:10:03","modified_gmt":"2018-11-29T13:10:03","slug":"an-innovative-solution-to-forecast-floods-in-real-time","status":"publish","type":"post","link":"https:\/\/www.rmsi.com\/blog\/2018\/11\/an-innovative-solution-to-forecast-floods-in-real-time\/","title":{"rendered":"An Innovative Solution to Forecast Floods in Real Time"},"content":{"rendered":"<h4><strong>Why we need real time flood forecasting ?<\/strong><\/h4>\n<p>Flood is considered\u00a0to be\u00a0one of the most recurring and frequent disasters in the world. In India alone, each year, almost 2,000 people\u00a0loose their lives\u00a0and\u00a0substantial economic losses are incurred. Recent floods events such as the Uttarakhand Flood &#8211; 2013, Jammu &amp; Kashmir Flood \u2013 2014, and Chennai Flood &#8211; 2015 are typical examples where huge losses of property\u00a0and human lives have been recorded.<\/p>\n<p>Flood forecasts are critical to emergency response programs to limit property damage and avoid loss of lives.<\/p>\n<h4><strong>Existing flood forecasting practices and their short comings<\/strong><\/h4>\n<p>The current flood forecasting systems in most parts of India are manual and are based on data from CWC\u2019s discharge gauge stations located along the rivers and their tributaries in the country. But these flood forecasting practices have various limitations. The current forecasts are based on gauge-to-gauge relationships and have a short lead-time of only 8 to 12 hours prior to an event. They do not consider embankment breaches or inflows between two stations. Furthermore, they don\u2019t have information about water surface profiles necessary for embankment safety and also do not consider other parameters for flood management such as area of submergence, depth and duration of flooding etc. Finally, they also do not have any mechanism for flood warning dissemination, public alerts, institutions and communities.<\/p>\n<h4><strong>An innovative solution to forecast floods in real time<\/strong><\/h4>\n<p>RMSI developed a flood forecasting system using open source based HEC family model \u2013 Hydrologic Engineering Center\u2019s Real Time Simulation Model (HECRTS &#8211; <a href=\"http:\/\/www.hec.usace.army.mil\/software\/hec-rts\/\"><em>www.hec.usace.army.mil\/software\/hec-rts\/<\/em><\/a>)<\/p>\n<p>This flood forecasting system utilizes open-source web GIS libraries to disseminate flood warnings through the web. It is a state-of-the-art system offering real time flood forecasting and is based on the global best practices in flood management. <em>The system offers forecasts as early as 3 days prior to the occurrence on an event, hence,\u00a0enabling substantial increase in the lead time for evacuation planning.<\/em><\/p>\n<h4><strong>How this system works<\/strong><\/h4>\n<p>The system fetches the forecasted and real-time precipitation data through FTP protocol. This data is converted into HECDSS format, which is the native format for HECRTS Model. The HECRTS system runs through a scheduler at regular intervals. The tasks run through scheduler include:<\/p>\n<ul>\n<li>Processing precipitation data using MFP module of HECRTS<\/li>\n<li>Running hydrological model \u2013 HECHMS \u2013 which converts rainfall into runoff\/discharge<\/li>\n<li>Running hydraulic model \u2013 HECRAS \u2013 to generate flood inundation and flood extent maps<\/li>\n<\/ul>\n<figure id=\"attachment_642\" aria-describedby=\"caption-attachment-642\" style=\"width: 550px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_01.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-642\" src=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_01.jpg\" alt=\"\" width=\"550\" height=\"371\" \/><\/a><figcaption id=\"caption-attachment-642\" class=\"wp-caption-text\">Figure 1 : Layout of web GIS-based real-time flood forecasting system<\/figcaption><\/figure>\n<h4>Dissemination of Flood warning<\/h4>\n<p>RMSI\u2019s flood forecasting system issues flood forecasts to emergency management agencies and the public through SMS, e-mails and web, informing them on key parameters including water levels, flood depth and providing flood extent maps. The system regularly updates these forecasts as and when new observations are made on rainfall and as more recent rainfall forecasts become available.<\/p>\n<figure id=\"attachment_645\" aria-describedby=\"caption-attachment-645\" style=\"width: 550px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_02.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-645\" src=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_02.jpg\" alt=\"\" width=\"550\" height=\"469\" \/><\/a><figcaption id=\"caption-attachment-645\" class=\"wp-caption-text\">Figure 2 : Web GIS-based flood warning dissemination<\/figcaption><\/figure>\n<h4><strong>Real Time Flood Forecasting <\/strong><\/h4>\n<p>The flood forecasting system overlays inundation maps (of forecasted flood) for next three days over an administrative boundary map at village-level so that the anticipated flood depth at any particular village can be evaluated.<\/p>\n<p>They are completely automated with no requirements of manual intervention. They utilize open source flood models and open source GIS libraries hence are the most economical solution for clients.<\/p>\n<figure id=\"attachment_647\" aria-describedby=\"caption-attachment-647\" style=\"width: 488px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_03.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-647 size-full\" src=\"https:\/\/www.rmsi.com\/blog\/wp-content\/uploads\/2018\/11\/img_11_18_03.jpg\" alt=\"\" width=\"488\" height=\"321\" \/><\/a><figcaption id=\"caption-attachment-647\" class=\"wp-caption-text\">Figure 3: Flood alert to community through SMS and report in local language<\/figcaption><\/figure>\n<h4>Conclusion<\/h4>\n<p>Considering the fact that flood is one of the most rampant hazards globally, it is crucial to innovate and implement such advance forecasting systems to enable better disaster mitigation, hence, minimizing economic and human life losses.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why we need real time flood forecasting ? Flood is considered\u00a0to be\u00a0one of the most recurring and frequent disasters in the world. In India alone, each year, almost 2,000 people\u00a0loose their lives\u00a0and\u00a0substantial economic losses are incurred. Recent floods events such as the Uttarakhand Flood &#8211; 2013, Jammu &amp; Kashmir Flood [&hellip;]<\/p>\n","protected":false},"author":53,"featured_media":641,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-management"],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/posts\/637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/users\/53"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/comments?post=637"}],"version-history":[{"count":10,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/posts\/637\/revisions"}],"predecessor-version":[{"id":652,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/posts\/637\/revisions\/652"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/media\/641"}],"wp:attachment":[{"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/media?parent=637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/categories?post=637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rmsi.com\/blog\/wp-json\/wp\/v2\/tags?post=637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}