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IMPORTANCE OF INTEGRATING HIGH-RESOLUTION 2D FLOOD HAZARD MAPS IN THE FLOOD DISASTER MANAGEMENT OF MARIKINA CITY Ben Joseph Marquez Tapales2, Alfredo Mahar Francisco Amante Lagmay1,2, Jerico Mendoza1, Christopher Uichanco1, Mark Anthony Moises1, Patricia Delmendo1, Neil Eneri Tingin1, Laurize Santos1, and Nicanor Pellejera III1 1 Nationwide Operational Assessment of Hazards, P. Velasquez Street, UP Diliman, Quezon City, 1101, Philippines Email: [email protected] 2 University of the Philippines, Diliman, Quezon City, 1101, Philippines, Email: [email protected] KEY WORDS: Urban Flood, LiDAR, Philippines ABSTRACT: Flooding has been a perennial problem in the city of Marikina. In response to this, the city has been investing in their flood disaster mitigation program in the past years. As a result, flooding in Marikina was reduced by 31% from 1992 to 2004. [1] However, these measures need to be improved so as to mitigate the effects of floods with more than 100 year return period, such as the flooding brought by tropical storm Ketsana in 2009 which generated 455mm of rains over a 24-hour period. Heavy rainfall caused the streets to be completely submerged in water, leaving at least 70 people dead in the area. In 2012, the Southwest monsoon, enhanced by a typhoon, brought massive rains with an accumulated rainfall of 472mm for 22-hours, a number greater than that which was experienced during Ketsana. At this time, the local government units were much more prepared in mitigating the risk with the use of early warning and evacuation measures, resulting to zero casualty in the area. Their urban disaster management program, however, can be further improved through the integration of high-resolution 2D flood hazard maps in the city’s flood disaster management. The use of these maps in flood disaster management is essential in reducing floodrelated risks. This paper discusses the importance and advantages of integrating flood maps in structural and nonstructural mitigation measures in Marikina City. Flood hazard maps are essential tools in predicting the frequency and magnitude of floods in an area. An information that may be determined with the use of these maps is the locations of evacuation areas, which may be accurately positioned using high-resolution 2D flood hazard maps. This paper also discusses proposals for a more efficient exchange of information, allowing for flood simulations to be utilized in local flood disaster management programs. [1] Pacific Disaster Center 1. INTRODUCTION Marikina City lies within Marikina Valley in the island of Luzon in the Philippines. It has an estimated population of 513,370 as of 2012 (National Statistics Office, 2012). The city is bounded by the Marikina River which also serves as its major waterway. With agriculture taken over by heavy industries in the area, the population continues to significantly increase (Asian Disaster Preparedness Center, 2008). Domestic and industrial wastes pollute the river and contribute to flooding and poor water quality. Flooding has been a perennial problem in the city of Marikina. The main source of flooding in Marikina City is the Marikina River which drains the Pasig-Marikina River Basin. It has an underlying human and economic losses. Based on historical data, 10,446 or 30% of residences and 450 or 18% of businesses in Marikina City were affected on the 1992 flood area. (Metropolitan Manila, n.d.) To eliminate or largely reduce human consequences due to flooding, flood mitigation efforts were done by the local government. MARIKINA CITY FLOOD MITIGATION PROGRAMS The area in Marikina City exposed to flood has dramatically decreased from 1992 and 2004. The city has been investing in their flood mitigation program that will further decrease the losses and flood exposure to the city. The overflow of the Marikina Riverbanks has been a concern for residents due to the flooding risk associated to it. According to a report, the 1992 and 2004 data shows a total of 31% reduction in flood area which is a result of the continuous effort of its local government in flood mitigation. From the 1992 flood area of 6.36 square kilometers, the 2004 flood area was reduced to 4.40 square kilometer. It was in the year 2007 that the government was supposed to cover the remaining 4.4 square kilometers of flood-prone areas. (Metropolitan Manila, n.d.) Structural Flood Mitigation Measures The whole stretch of Marikina River has been identified as flood-prone and has been a risk to all establishments and residents along the creeks. Though floods are considered normal to the area during rainy seasons, inefficient drainage system worsens the condition of flooding. Projects like construction of major outfalls and improvement of their drainage system and waterways are just some of the structural mitigation measures done by the local government to mitigate the effects of flooding. Though effective in flood mitigation, these kinds of structural mitigation projects are expensive. (Asian Disaster Preparedness Center, 2008) Figure 1. Aerial image of Marikina City showing the extent of Marikina River Non-Structural Flood Mitigation Measures The City Council of Marikina has passed ordinances and resolutions dedicated to emergency preparedness and disaster management. Ordinances support resettlement of informal settlers, creation of a Disaster Management Office, and promotion of solid waste management. Public awareness plays an important role in the success of the disaster management projects of Marikina City and the city has made efforts to make sure that the people are well-informed with the situation. The city has built a Disaster Preparedness Education Center for this purpose. Participation of companies and non-government organizations proved to be an essential tool in public awareness. Relocation of informal settlements within the defined easement requires the consensus of the illegal settlers, demolition of illegal structures and identification of resettlement location. Solid wastes obstructing drainage systems during flood incidences worsen the condition of flooding. Strict enforcement of ordinances promoting proper and efficient solid waste management was the immediate solution of the local government to this problem. (Asian Disaster Preparedness Center, 2008) URBAN FLOOD DISASTER MANAGEMENT Flood plains are generally flat and fertile which is why they are best suited for urban development. These areas are susceptible to floods due to river overbank flow and rainfall. Climate change has made flooding a lot more difficult for people to predict. Hydraulic and engineering aspects are one way to solve flood-associated problems but these have to be backed up with socio-economic and environmental aspects to be more efficient and effective. Risk can be equated to hazard multiplied by vulnerability which is the probability of loss. Flood hazard depends on flood magnitudes while vulnerability is defined as the conditions that increase the susceptibility of a given community to the impacts of hazards. Impacts of flood extends to physical, economic, social and environmental but can be prevented using preventive measures and proper planning. Damages in urban areas are a lot more complex compared to rural areas which experience direct damages such as loss of agricultural products. Increase in population and assets also increases urban flood damages. With the possible continuation of this trend of urban migration, it is important to manage flood hazard. Clogging of drainage canals and other drainage facilities because of improper disposal of garbage is one of the main causes of flooding in urban areas. Aside from cleaning and maintaining drainage facilities, storm water retention basins are necessary measures for urban flood mitigation and downstream flood prevention. Minimizing human and economic loss is the main goal of urban flood risk management. The basic steps in risk management are: risk assessment before and after implementing flood mitigation measures. Risk maps are tools in determining areas that are at risk during disaster incidents. These maps are essential tools in determining the possible frequency and magnitude of floods in an area. Instead of reducing the hazard to minimize risk, another approach is to reduce the vulnerability. This includes efficient and effective evacuation plans for the affected people. Flood warning systems need to be communicated well to the affected communities and its success rely on the participation of the people and their knowledge to such systems. (T. Tingsanchali, 2011) Flood disaster management includes four cyclic steps, namely: 1.) Preparedness before flood impact such as flood forecasting and warning 2.) Readiness upon flood arrival 3.) Emergency responses during flood impact and 4.) Recovery and rehabilitation. Recent flood disasters Figure 2. Before and after shots of height of water during typhoon Ketsana. (Source: Karen Agabin-Casimero/Gulf News Reader) In September 26, 2009, Tropical Storm Ketsana, locally known as “Ondoy”, made its landfall near the boundary of Aurora and Quezon in the Philippines (NDRRMC, 2009).The amount of rainfall brought by the tropical storm Ondoy to the country was more than a month’s worth of rainfall compressed in a short time. During the 12 hours of continuous rainfall, 448.5mm of accumulated rainfall water was recorded in Philippine Atmospheric, Geophysical and Astronomical Services Administration (PAGASA)’s Science Garden, Quezon City rainfall station (Liongson, 2010). Marikina City was one of the areas hardest hit by the typhoon. Areas which are not known to be flood-prone were submerged to water during the Ondoy incident. It was along the banks of Marikina River where water rampaged urban poor residents. It has also affected many middle- and upscale- establishments. One of which is the Provident Village, one of the higher class subdivisions of Marikina City. Residents were stranded inside their homes as water level rose in a short period of time. A depth of up to the second level of houses was recorded during Ondoy. About 1,083 houses were completely destroyed, 73 people dead and total economic loss of PhP 39,639,300.00. Figure 3. (Left) Aerial image and (Right) Flood Hazard Map of Provident Village. This incident caused deaths of people from drowning, injuries, electrocution and etc. Encroachment of concrete surfaces, densification of building and residential areas, silting of riverbeds and canals, obstruction of waterways by informal settlers (Vicente et al., 2006), clogging of floodways by garbage, narrowing of 25 rivers due to land use onto floodplains, disappearance of small rivers, forest degradation and reclamation of coastal land are believed to be the major factors to the generation of massive floods. In August 2012, southwest monsoon rains brought flooding in Luzon comparable to that during Ondoy as it was enhanced by tropical storm Haiku. Learning from Ondoy and through the use of early warning system, no deaths came from Marikina City from the 109 deaths reported by the National Disaster Risk Reduction Management Council (NDRRMC). Philippines Philippines Philippines Table 1. NDRRMC Report on Damage and Losses from recent Disasters Disaster Year Damage to Casualties properties Tropical Storm Ketsana 2009 Dead Injured PhP11,000,000,000 464 529 Southwest Monsoon Enhanced by Typhoon Haikui Southwest Monsoon Enhanced by Tropical Storm Trami 2012 Dead 109 Injured PhP3,000,000,000 Dead 27 Injured PhP689,000,000 2013 14 30 2. OBJECTIVE OF THE STUDY The objective of this paper is to use the high-resolution 2D flood hazard maps of Marikina City generated to make recommendations on the improvement of Marikina City’s flood disaster management. 3. METHODOLOGY GENERATION OF HIGH-RESOLUTION 2D FLOOD HAZARD MAPS Data Preparation Digital Elevation Model (DEM). Digital Elevation Model is a set of elevation values for a range of points within an area. An advanced technology widely used for production of DEMs is the Light Detection and Ranging (LIDAR). LIDAR is a remote-sensing technology that uses pulsed laser to measure distances to Earth. For the purpose of flood modeling, DEMs are converted to Digital Terrain Models (DTMs). DTMs only show topography and are cleared of the buildings, trees and other land features. Figure 4. Digital elevation model of Marikina City Manning’s roughness coefficient. Roughness coefficient for different areas in the floodplain are assigned to represent the variable flow of water. For the purpose of flood modeling, streams, and built-up areas were identified and assigned different coefficient of roughness. Rainfall Data. For flood modeling in the Philippines, Rainfall Intensity Duration Frequency (RIDF) values from PAGASA computed for Science Garden station rain gauge is used. Different values within 24-hour duration are available for different return periods— 481.2mm, 373.6mm and 243.1mm of accumulated rain for a 100, 25 and 5 year return period, respectively. Catchment Delineation Boundaries of floodplains to be used for flood modeling are delineated using the Digital Elevation Model (DEM) generated from the LIDAR data. ArcMap, a geospatial processing computer program, is used to create catchments and streams which are used for delineation. Discharge Modeling HEC-HMS or Hydrologic Engineer Center – Hydrologic Modeling System is the software used in simulating discharge or runoff from the upper watershed to the floodplain. Calibration of the discharge data from the simulation is necessary and is done by comparing it to actual discharge values. 2D Modeling and Flood Maps Flo-2D Grid Developer System Pro is the software used in generating the high resolution 2D flood hazard map of Marikina City. With the use of all of the necessary data previously acquired, the software creates an integrated river and floodplain model. Since the software works over a system of square grid elements, the size of meter grids (e.g. 30m by 30m) is assigned which may depend on the choice of resolution. Once simulation is done, the output will be read using the Flo-2D Mapper Pro. Laying out of hazard map and flow depth map generated using mapping software such as ArcMap is the final procedure and will be later used for analysis. 4. FINDINGS FLOOD HAZARD MAPS Flood hazard maps represent the areas that are at risk of being inundated. These maps also show the potential hazardous areas using a three-color scheme. Description of each hazard color is as follows: High Hazard Table 2. Flood Hazard Map Legend Description Persons are in danger both inside and outside their houses. Structures or buildings are also in danger of being destroyed. Height (m) 1.51 and above Medium Hazard Persons are in danger outside their houses. Damage and possible destruction in structures or buildings may occur. 0.51 – 1.5 Low Hazard Persons are in low to non-existent danger. Only little damage to building may occur. 0 – 0.5 Analysis of flood hazard maps may help largely in eliminating or reducing the risk associated with different flood incidences. A lot of non-structural and structural flood mitigation measures may be improved further by local government units through the use of these flood hazard maps. In the case of Marikina City, a 100-year rain return flood hazard map shows that a large percentage of its area is at risk of being inundated. Non-Structural Flood Mitigation Measures The first stage in developing flood disaster management is the determination of the potential hazard and areas that would be affected in case a flood occur. These areas, together with their potential hazards, can be seen in the flood hazard maps of Marikina City. With the help of these flood hazard maps, effective and efficient emergency and evacuation plans may be formulated. Existing measures such as areas in need of evacuation, location of evacuation centers, and emergency routes may also be improved. This way, efforts done by local government units are optimized. A 100-year rain return flood hazard map can be used for planning. Figure 5. Flood Hazard Map of Marikina City for a 100-year flood. Priority areas for evacuation. During flooding incidences, local government units identify areas within the city that needs to be evacuated. These high-resolution 2D flood hazard maps can be used by local government units in determining areas for evacuation. Determination of areas that could be inundated can be made using flood hazard maps of different rainfall events. Unnecessary actions like forced evacuation in areas not at risk of being inundated may be prevented if the flood hazard maps are used properly. Evacuation centers. Local government units announce evacuation centers at times when evacuation of residents is necessary. More often than not, public schools are being used as temporary shelters for those affected by flooding. Marikina is one of those cities that does this because of the lack of permanent evacuation centers made specifically for these kinds of life-threatening disasters. Table 3. Corresponding flood hazard levels of evacuation centers (Public schools) of Marikina City for a 100-year return period. Evacuation Centers 100-year flood (481.2mm) Parang Elementary School Safe Malanday Elementary School High Hazard H. Bautista Elementary School Medium Hazard Concepcion Integrated School High Hazard Concepcion Elementary School Medium Hazard Marikina Elementary School High Hazard St. Nicholas School High Hazard Nangka Elementary School High Hazard Figure 7 shows the location of the public elementary schools previously used by the local government as temporary shelters or evacuation centers during recent flood disasters. Ideally, evacuation centers must be located at areas with low potential of flood hazard. It can be observed that most of the evacuation centers of Marikina City are situated at areas with high to medium level of flood hazard. Structural assessment of existing evacuation centers at high and medium hazard is highly recommended. With evacuation centers more than one-storey high, capacity for each floor of the building must be checked especially in the case when evacuees are expected to occupy the upper levels. If no alternative evacuation centers to hazardous buildings are available, continuation of use of these buildings depends on the following assessments made. Emergency routes. It is important to identify the safest and shortest possible geodesic path going to evacuation centers during rescue operations. It is not advisable to move to the direction of the source of flooding. It is logical to follow an emergency route at the direction of decreasing flood hazard. Emergency routes can be planned using flood hazard maps. With the use of flood hazard maps, local government units may identify the shortest possible route going to the nearest identified evacuation center. Figure 8 is an example of an emergency route going to Parang Elementary School from an origin. It may be observed that the path follows a direction of decreasing flood hazard. Emergency routes must be identified for flood-prone areas because this will help rescuers save time and reduce risks during rescue operations. Prior to flood events, the locals are encouraged to make these paths free from any obstructions, if possible. Safe areas where residents are encouraged to stay until a rescue team arrives must be predetermined prior to a flooding event to help secure safety of both rescuers and residents. Early Warning System. Local government units have to develop an early warning system that may be easily and clearly understood by local residents. Disseminating these information is a vital step in the success of early warning systems. Figure 6. Flood hazard legend developed by Project NOAH Figure 6 is the flood hazard legend developed by Project Nationwide Operational Assessment of Hazards (NOAH). It shows Manny Pacquiao, the world-renowned boxer who has an average height of a Filipino, as a reference for a better interpretation of the general public. The use of celebrities and known personalities has been proven effective for the success of different campaigns. Social media also plays an important role in informing the public about these flood-related matters. Technical aspects of flood hazards must be easily understood by the general public. Guidelines and flood bulletins must be readily accessible for this purpose. Installation of sirens is advisable to warn residents in flood-prone areas at times when emergency evacuation is needed. The whole proximity of flood-prone areas in the city must have sirens installed to ensure safety of the public. Each barangay in the city is encouraged to hold seminars that will require attendance of one person per household to inform the public about the use and interpretation of different flood-related data available. Aside from informing the public about the hazards brought by the flood, necessary actions during flood events must be included in the program. STRUCTURAL MITIGATION MEASURES Structural mitigation measures must be cost-effective, environmental-friendly and socially acceptable. The unpredictability of the intensity and frequency of flooding in Marikina City makes it more difficult to create a local mitigation structure to be cost-effective. Additional hydrological analysis and advanced engineering techniques must be incorporated in the construction of mitigation structures to be effective. Existing flood mitigation structures. Flood hazard maps may be used in assessing the effectiveness of structural measures constructed to control flooding in Marikina City. If these mitigation structures fail to serve its purpose, additional study must be done to determine whether these structures need to be retrofitted or to be replaced. Location of important structures. Important structures such as schools, hospitals and fire stations should be located in areas with low hazard. For structures already located in hazardous areas, additional precautionary measures must be implemented. It was observed that most of the public schools in Marikina City are situated at areas with high flood hazard. Students and their parents must be well-informed of the things to do before and during flood events. Early warning system of the city for flood must be monitored by the administration of these schools to implement early class suspensions. Figure 7. Location of public schools that serve as evacuation centers. Figure 8. Emergency route from an origin (blue point) to Parang Elementary School (evacuation center) Table 4. Corresponding flood hazard levels of hospitals of Marikina City for a 100-year return period Hospitals 100-year flood (481.2mm) Amang Rodriguez Memorial Medical Center High Hazard Garcia General Hospital Safe Immaculate Concepcion Hospital Safe Jose S. Santos Medical Clinic High Hazard P. Gonzales Memorial Hospital, Inc. Medium Hazard San Ramon Hospital Safe Saint Victoria Hospital Medium Hazard St. Vincent Hospital Medium Hazard Sta. Monica Hospital High Hazard Hospitals provide health services and thus its location is vital to the public. Table 4 shows the corresponding flood hazards of different hospitals in Marikina City. It was observed that most of the hospitals are within areas with high and medium hazard. 5. CONCLUSION AND RECOMMENDATIONS Flooding has been more difficult to predict with all the changes, both environmental and land-use, that the need to study the possible effects of flood with the use of modern technology and advanced scientific approach has been vital in mitigating possible flood impacts. Marikina City has been investing in flood disaster risk mitigation programs. The use of high-resolution 2D flood hazard maps proved to be necessary and will help the city in planning both structural and non-structural mitigation measure programs. These flood hazard maps provide local government officials knowledge on different aspects of flood hazards which can be a basis for sound choices concerning flood-related issues. It is recommended that validation of the flood hazard maps generated for Marikina City using actual data to determine the accuracy of the maps be done in future research. To determine more precise emergency routes, it is recommended to use isochronal maps. REFERENCES A.M.F. Lagmay. (n.d.). “Lesson from recent Philippine disasters” Asian Disaster Preparedness Center. (August 2008). “Flood Disaster Mitigation and River Rehabilitation by Marikina City, Philippines”. Case studies on mitigating disasters in Asia and the Pacific. Flood Modeling Component, Disaster Risk and Exposure Assessment for Mitigation. 2014. “Flood Modeling Component Document” Leonardo Q. Liongson. (October 2012). “Flood Mitigation in Metro Manila”. Metropolitan Mania. (n.d.). “Marikina City Flood Mitigation Countermeasure Program” Muhammad Atiq Ur Rehman Tariq, Nick van de Giesen. 2011. “Floods and flood management in Pakistan” National Disaster Coordinating Council. 2013. “SitRep No. 8 Effects of Southwest Monsoon (Habagat) Enhanced National Statistics Office. 2012. Demography. Retrieved from www.marikina.gov.ph, October 29, 2014. National Disaster Coordinating Council. 2009. “Final Report on Tropical Storm “Ondoy” {Ketsana} and Typhoon “Pepeng” {Parma} (Glide No. TC2009-000214-PHL) (September 24-27 and September 30-October 10, 2009) Paul Sayers, Li Yuanyuan, Gerry Galloway, Edmund Penning-Rowsell, Shen Fuxin, Wen Kang, Chen Yiwei, Tom Le Quesne. 2013. “Flood Risk Management” T. Tingsanchali. 2011. “Urban flood disaster management” Teruko Sato, Tadashi Nakasu. 2011. “2009 Typhoon Ondoy Flood Disasters in Metro Manila”