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Natural Hazards and Earth System Sciences An interactive open-access journal of the European Geosciences Union
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NHESS | Articles | Volume 18, issue 7
Nat. Hazards Earth Syst. Sci., 18, 2027-2039, 2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Nat. Hazards Earth Syst. Sci., 18, 2027-2039, 2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research article 26 Jul 2018

Research article | 26 Jul 2018

Identification and classification of urban micro-vulnerabilities in tsunami evacuation routes for the city of Iquique, Chile

Urban micro-vulnerabilities in tsunami evacuation
Gonzalo Álvarez1,3, Marco Quiroz1,3, Jorge León2,3, and Rodrigo Cienfuegos1,3 Gonzalo Álvarez et al.
  • 1Departamento de Ingeniería Hidráulica y Ambiental, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
  • 2Departamento de Arquitectura, Universidad Técnica Federico Santa María, Valparaíso 2390123, Chile
  • 3Centro de Investigación para la Gestión Integrada del Riesgo de Desastres (CIGIDEN), CONICYT/FONDAP/15110017, Santiago 7820436, Chile
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Many coastal cities around the world are threatened by tsunamis; some of these events have caused great impacts in recent times. The loss of human lives during these events is the main cause of concern of the authorities, and evacuation planning has been recognized as one of the best tools for safeguarding the population. In this context, urban design appears to be critical for the execution of prompt and efficient evacuation processes to safe areas; however, evacuation assessment has been traditionally carried out at a large urban scale, mostly taking into consideration urban morphology and connectivity. In the present work, urban spaces available for tsunami evacuation are explored in detail by developing a methodology to identify and classify urban micro-vulnerabilities that may reduce the capacity of the evacuation routes and hinder evacuees' safety. The method is applied to the Chilean city of Iquique, affected by an earthquake and subsequent tsunami in 2014.

1 Introduction
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Most of the world's commercial activity takes place in port cities, which are important areas of resources exchange, tourism, and recreation. Coastal cities have undergone major urban and population growth in recent decades, a trend that is expected to continue in the future (Neumann et al.2015). Coastal growth increases the exposure of people and property to natural hazards and thus has a negative consequence on the risk level of urban settlements (Jongman et al.2012; Kron2013).

Tsunamis are one of the most challenging coastal threats for communities located in subduction zones where the rapid arrival of tsunami waves can produce significant damage and loss of lives once they reach the coast. Tsunami risk is determined by combining the probability of being reached by these waves, the degree of exposure, and the vulnerability of the population and the physical infrastructure. Mitigation of tsunami risks in coastal cities requires the evaluation of each of these dimensions (hazard, exposure, and vulnerability) (Kron2013), while improving their resilience requires additionally to evaluate their capacity to absorb disturbances, reorganize, and adapt, keeping its principal functions in operation (Birkmann2006; Cutter et al.2008).

Recent experiences and a better understanding of the tsunami hydrodynamics have enhanced our ability to mitigate the consequences derived from this natural hazard. This knowledge has led to the design of countermeasures, which may be cataloged as structural and non-structural. The former are long-term countermeasures such as relocation to elevated zones and the construction of large civil engineering defences (i.e., sea walls, breakwaters, or sea gates) which are conceived to reduce the energy of tsunami waves prior to reaching populated areas. Among the non-structural countermeasures, early warning systems, evacuation planning, and rapid assistance in response to disasters are considered a priority to reduce the potential impacts of tsunamis. In addition, other countermeasures have been recognized, such as urban planning, building codes, and recovery plans (Bernard and Robinson2009; Shuto and Fujima2009).

The 2011 Tōhoku tsunami showed that structural countermeasures can be insufficient, due to design and historical data limitations, as the magnitude of the tsunamigenic earthquake and the height of the tsunami can be greater than expected. However, such countermeasures can help in reducing the impact of the tsunami waves in terms of their heights and arrival times at the coast (Mori et al.2013; Fraser et al.2013). Global experiences have demonstrated that the most effective method of saving lives against tsunamis is a prompt evacuation (Shuto2005; Suppasri et al.2013). Therefore, the implementation of warning systems and evacuation preparedness are very important as the combination of different types of countermeasures is crucial in reducing the losses caused by large-magnitude tsunamis (Suppasri et al.2013). In this regard, it has been recognized that it is important to promote constant investment in education, planning, monitoring, and improvements of the urban infrastructure (Scheer et al.2012; Esteban et al.2013). This is especially important in developing countries, where the use of large structural countermeasures is uncommon due to their high costs and slow implementation times.

Essential information for a better preparedness in case of future disasters can be obtained from post-tsunami surveys where maximum run-up levels and inland inundation are determined (Kong2011). Chile is among the countries with the longest history of tsunamigenic earthquakes. Indeed, three destructive tsunamis have hit the Chilean coast since 2010. In 2010 Chile faced the most deadly tsunami in Latin America in recent decades, with a death toll of 156 and 25 missing people (Huerta2011), and a maximum run-up that reached 29 m in the city of Constitución (Fritz et al.2011). In 2014, the 8.2 Mw Pisagua earthquake took place in northern Chile and produced a tsunami with a maximum run-up of 4.63 m recorded in Caleta Camarones, but no casualties were attributed to it (Catalán et al.2015). In 2015, the 8.3 Mw Illapel earthquake shook north-central Chile with an ensuing tsunami whose maximum run-up reached 13.6 m in La Cebada, causing 15 fatalities in total (Aránguiz et al.2016; Contreras-López et al.2016).

Some structural countermeasures were implemented in the most affected zones in the aftermath of the 2010 tsunami, specifically in the coastal area of the Bío-Bío Region, including promenades, low sea walls, and, to a greater extent, relocation of populated areas to higher elevations (Khew et al.2015). However, these measures are not necessarily representative of the tsunami mitigation strategy adopted at the national level. In the Chilean case, most of the efforts have been aimed at fostering tsunami risk awareness through education, evacuation drills, and installation of signage along escape routes.

The present study aims at developing a sound methodology to identify and classify potential “micro-vulnerabilities” in the urban space that may difficult pedestrian evacuation processes. Specifically, the analysis is focused on the physical aspects of the built environment that can contribute to urban vulnerability, in particular in the case of tsunamis and their related evacuation processes. The criteria used for the identification of these aspects are based on the literature, where the positive or negative influence of physical characteristics of indoor and outdoor spaces on the safety of people against tsunamis and other hazards is examined (e.g., Ciborowski1982; Preuss et al.2001; Ercolano2008; He and Xu2012). We develop and apply a methodology to assess the micro-vulnerabilities that may reduce the capacity of evacuation routes in the city of Iquique, located in northern Chile. This city is susceptible to large-magnitude earthquakes and their ensuing tsunamis and currently exhibits significant urban vulnerability problems for evacuation (Walker2013).

This article is structured in the following manner. First, a theoretical background is provided about the role of appropriate urban forms in mitigating tsunami-related vulnerability. Second, the study area in Iquique, along with its coping strategies to mitigate the tsunami hazard, is described. Third, the method for quantifying micro-vulnerabilities is detailed in order to subsequently present the obtained results. Finally, the possible consequences of the existence of micro-vulnerabilities on evacuation routes and the measures proposed to decrease tsunami risk in coastal cities are discussed.

2 Gaps in tsunami evacuation planning: linking urban macro- and microscales
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Post-disaster reconstruction is an opportunity to use urban design in view of obtaining a more resilient city without neglecting economic development and the quality of life of the affected populations (Kennedy et al.2008; Liu et al.2014; Yi and Yang2014). The need to implement measures in a short time in order to guarantee the wellbeing of those affected is the source of a large part of the measures and studies that focus on reconstruction and the development of post-disaster recovery plans (Siembieda et al.2012; Steinberg2007; Spaling and Vroom2007; Johnson et al.2006; Platt et al.2002). However, only a few of these address the rethinking of the cities' urban design (Ishikawa2002; Liu et al.2014; León and March2014, 2016; Ciborowski1982).

Ishikawa (2002) describes the historical evolution of landscape planning aimed at mitigating the risk of urban fires (as the result of large earthquakes); she underlines the role of open spaces (e.g., parks and streets) and the improvement of river banks to guarantee water access as planning actions to achieve a safer city. Liu et al. (2014) analyze post-earthquake reconstruction, showing how an appropriate arrangement of public spaces and design of a network of open spaces and evacuation routes allows changing the urban form from a dense spatial structure to one that is more attractive, safe, and resilient to disasters. The works of León and March (2014, 2016) emphasize the importance of urban design, especially the road network and public spaces, in evacuation, the search for shelter, and access to basic and emergency services in the event of a tsunami. Similarly, Ciborowski (1982) suggests that a design that considers the capacity and accessibility of the road network and the presence of evacuation routes can decrease urban vulnerability and have a significant impact on the behavior and attitude of individuals in the face of large seismic events.

Urban planning has the potential to facilitate the emergency response of coastal communities against tsunamis when geophysical knowledge is properly integrated. Planning can have positive effects throughout all the stages of emergency management in case of an earthquake and tsunami event. During the catastrophe it can provide safe routes for evacuation and sheltering of evacuees and allowing emergency services to reach in-need populations, thus allowing the city to rapidly begin recovery processes (Allan et al.2013). Good management of the urban form can reduce vulnerability and accentuate resilient characteristics in a city by creating better conditions for coping with alterations caused by events such as earthquakes and floods. To achieve resilience in cities, it is necessary to generate redundancy degrees, which can be accomplished through increased spatial and functional diversity, and spatial integration of the ecosystem into urban planning (Allan et al.2013). Proper urban design not only enhances urban preparedness and safety, but also promotes city development and tourism growth through a better use and improvement of public spaces (Liu et al.2014).

Figure 1(a) Geographical location of the study area and a selection of major earthquakes (red circles) that have affected north-central Chile since 1868 (epicenters based on the records of the National Seismological Center of the University of Chile and the United States Geological Survey). (b) Downtown Iquique and its tsunami evacuation routes (modified from ONEMI and IMI2013). (c) The Iquique tide gauge tsunami signal for the 2014 event; the red star indicates the moment of earthquake occurrence.


Most of the aforementioned studies focus on proper urban management on the macroscale of urban configuration, i.e., the system of connected spatial elements that should be available to foster a prompt evacuation of the community at risk (Hillier et al.1993), mainly through modifications in road connections, creation of open spaces, and guaranteeing the access to shelters and availability of basic services. León and March (2016) report on a gap in the literature regarding risk reduction; they suggest that it is also necessary to carry out analysis from a microscale perspective, i.e., at the pedestrian experience level, of the public spaces available for evacuation and access to safe areas in case of events such as tsunamis. In addition, Reyes and Miura (2016) mention the importance of evaluating the susceptibility and reliability of evacuation routes with a detailed focus. In the light of the exposed literature, microscale urban vulnerabilities assessment and the identification of their potential negative impacts in evacuation processes is largely justified.

3 Tsunami hazard in Iquique
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The Chile–Peru subduction zone, between the Nazca and South American plates, has an extremely high seismic activity, producing large earthquakes (Mw> 8) about every 10 years (Contreras-Reyes and Carrizo2011); some of greater magnitude have triggered tsunamis, causing loss of human life and substantial infrastructure damage (Lomnitz2004; Cisternas et al.2012). Three large earthquakes have occurred between years 2010 and 2015 in the Chilean territory: the 27 February 2010 Mw 8.8 Maule earthquake (Fritz et al.2011), the 1 April 2014 Mw 8.2 Pisagua earthquake (Catalán et al.2015; Tomita et al.2016), and the 16 September 2015 Mw 8.3 Illapel earthquake (Aránguiz et al.2016; Contreras-López et al.2016). They triggered tsunami waves that resulted in great damage to ports, coastal cities, and fishermen's coves.

Despite the magnitude of these earthquakes and their resulting tsunamis, the death tolls were low in comparison to lower-magnitude events such as the 2010 Mw 7.7 Mentawai Islands earthquake and tsunami with a death toll around 500 people (Satake et al.2013). The relative low number of casualties in Chile has been attributed to the fast self-evacuation culture promoted among the local coastal residents, demonstrating the importance of education and awareness programs (Okal2015). Nevertheless, to develop a safe self-evacuation process, the urban environment has to be well designed and maintained to provide an appropriate support.

The Norte Grande region in Chile (an area around 1000 km long, from the Arica Region to the south of the Antofagasta Region; Fig. 1) has been the source of constant public and scientific concern due to the existence of a seismic gap that has produced an accumulation of elastic deformation (6–7 cm yr−1) of high seismic hazard (Comte and Pardo1991; Métois et al.2013). The last reported destructive tsunamis in this area occurred in 1868 (Mw 8.8), 1877 (Mw 8.8), and 2014 (Mw 8.2) (Hayes et al.2014; Lay et al.2014). Lower-magnitude earthquakes have also occurred in this area, such as the 1967 Mw 7.4 and the 2007 Mw 7.7 events near the city of Tocopilla; however, a large part of the shallow subduction zone did not experience ruptures for a long period (Hayes et al.2014). Indeed, the release of energy in 2014 proved to be less than expected, amounting to only around 20 % of the total accumulated energy since the 1877 earthquake (Lay et al.2014; Aránguiz et al.2015). This suggests the possibility that a larger-magnitude event could occur in the future, the epicenter of which could be located either south or north of Iquique (Hayes et al.2014).

The city of Iquique is located in the center of this seismic gap area (20.53 S, 70.18 W). Iquique's territory is a narrow coastal strip no wider than 3 km with a constant upward slope toward the east, where it is surrounded by a mountain system. Iquique is an important port and center of activity for the country's mining industry, with a population of 184 953 according to the last census (INE2012). It plays an essential role in the transport of goods to nearby countries, supported by a growing duty-free zone (which has also led to a boom in the city's car market and the subsequent high traffic levels).

Tsunami hazard has not been adequately recognized in the urban development of Chilean cities. Only after the 2010 tsunami did the government amend the ordinance of urbanism and construction by defining restricted areas to urban development in tsunami flood zones (MINVU2011), but there is still lack of national policies to mitigate the impact of tsunamis (Lunecke2015). Fortunately, as shown in Fig. 1, Iquique has adequate urban morphological characteristics (on a macro level) for carrying out a fast evacuation, thanks to the orthogonal arrangement of its streets (León and March2016). This is a common factor in Latin American cities, which in coastal areas might lead to straight and redundant evacuation route layouts (Wyrobisz1980; Marshall2005).

The 2014 earthquake triggered a moderate tsunami that resulted in minor flooding of the Iquique coast and nearby fishing villages, mostly damaging boats and small docks; no destruction of dwellings was reported and most damage was a result of the earthquake (Catalán et al.2015; Tomita et al.2016). In interviews done by Tomita et al. (2016), one of the stressed points was the importance of the drills conducted prior to the tsunami, which proved to be effective for identifying safe places and the closest evacuation routes at the time of the event. A large part of the population started a prompt evacuation after the end of seismic shake and demonstrated a good understanding of tsunami warning issued by authorities (Tomita et al.2016), which are proof of the ongoing evacuation education policies in the country. However, a range of problems were identified during the emergency, including the use of cars (which led to accidents and street blockages) and the lack of street lighting due to the massive power failure caused by the earthquake (León and March2016).

Figure 2Summary of the proposed methodology to identify and classify urban micro-vulnerabilities.


Records from the Iquique tide gauge (Fig. 1) indicate that the first tsunami wave reached the coast at 20:56 LT (local time), 9 min from the nucleation of the earthquake; the first peak, with a height of 1.6 m, was recorded at 21:06, only 19 min after the initiation of the seismic shaking (UNESCO/IOC2014). In addition, arrival times for the 2015 Illapel tsunami were found to be less than 12 min in the field survey conducted by Aránguiz et al. (2016). This demonstrates that, depending on the location of the tsunami generation area, little time may be available for evacuating to safe areas; therefore, a rapid response and evacuation are essential as protective measures against near-field tsunamis in Chilean coastal cities.

4 Material and methods
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Public spaces (especially escape routes) play a critical role in the case of near-field tsunamis by fostering the evacuation of pedestrians to safe areas. Ideally, these spaces should remain clear and free of obstacles in order to guarantee that the design capacity of the route is not altered (Scheer et al.2012). In the fieldwork carried out by León and March (2016), a series of vulnerable points on a microscale level were detected on evacuation routes in Iquique, which were classified (according to their origin) into three categories: (i) precarious physical conditions and inadequate maintenance, (ii) problems related to the design of the public space, and (iii) inappropriate use of sidewalks. Larger surveys should focus on a quantitative analysis at this scale.

Following the prior guidelines and as a complement to the more qualitative approach developed by León and March (2016), we conduct here a detailed microscale analysis of the Iquique's urban context in an attempt to characterize potential difficulties of carrying out effective evacuation processes. The central part of Iquique (see Fig. 1) is an urban area characterized by a high population density and traffic flow, along with intensive commercial, touristic, industrial, and educational activity; these factors contribute to a high exposure to tsunami hazard and motivate the development of the proposed methodology.

Our work was developed following sequential trajectories (Cullen1961; Clay1994) of analysis along the evacuation routes proposed by the municipality of Iquique in conjunction with the National Emergency Office in its plan for civil protection against tsunamis (ONEMI and IMI2013). These routes were defined as the shortest paths, oriented from west to east from the coastline that lead to high ground areas (30 m a.s.l.). The methods used in this study comprise three steps. First, extensive fieldwork is conducted to perform a diagnosis of evacuation routes, following the path of evacuees during their escape. Next, surveyed micro-vulnerabilities are geo-referenced and classified according to their complexity and consequences in evacuation, and, finally, a friction rate that accounts for velocity reductions of pedestrians is proposed based on the literature review. A summary of the methodology that is described in detail in the following subsections is presented in Fig. 2.

4.1 Identification of micro-vulnerabilities along evacuation routes

During October 2015, a detailed diagnosis of the current state of evacuation routes was carried out through a fieldwork in the central part of Iquique. Specifically, the analyzed area is bounded from north to south by Sotomayor and Libertad streets (see Fig. 1), which includes the historic district and the area of influence of the port, alongside residential, educational, and commercial activities. More than 45 km of evacuation routes were assessed with the aid of video footage and Global Positioning System (GPS) devices, which were used to geo-reference existing urban micro-vulnerabilities that pedestrians could experience during an emergency evacuation.

During the fieldwork, the following types of micro-vulnerabilities were observed as the most common elements capable of hindering evacuation: (i) presence of parked cars on sidewalks, (ii) narrowing of sidewalks to make space for parking, (iii) use of sidewalks to extend the service area of restaurants (only during the day and evening), (iv) use of public spaces for informal commerce, and (v) road works. The last is a temporary type of vulnerability; therefore, it represents a specific, non-regular condition in the city streets (see Fig. 3). These observations give rise to the micro-vulnerability classification that is described in the following subsections.

Among the identified issues, that of greatest concern is the presence of parked cars on sidewalks. Due to the large dimensions of these obstructions, the useful walkable area is reduced and the capacity of the evacuation routes is considerably affected; in some cases, the available width of the sidewalk is reduced to less than a meter, which in the event of an evacuation might lead to bottlenecks that could increase evacuation times. In addition, there are built parking areas that decrease the sidewalk width, called “narrowings” in this work. The presence of these elements is related to the public need for parking spaces due to the high motorization rate in the city, which is among the top 3 % of Chilean communes with the highest number of vehicles (the value of which is comparable with communes in the capital of the country; INE2015). It was observed that a large portion of households, mostly old buildings, do not have private parking spaces, forcing the residents to park their vehicles in public spaces.

Figure 3Still frames obtained from field recordings in the city Iquique: improperly parked vehicles (a), informal commerce (b), road repairs (c), and restaurant tables on the sidewalk (d).


4.2 Micro-vulnerabilities representation and classification

During the post-processing stage, elements that represent an impediment or delay to pedestrians movement along evacuation routes, thus contributing to the vulnerability of public spaces, were characterized through a thorough analysis of the fieldwork-collected data. This process consisted in the identification of the elements within the studied urban spaces that could decrease the speed of evacuees, considering the scientific evidence from the literature on pedestrian dynamics (Soule and Goldman1972; Fujiyama and Tyler2004).

After the micro-vulnerabilities were identified, they were drawn on the map of the city using geographic information tools (ArcGIS) in a planar projection system, attempting to faithfully reproduce their dimensions in order to generate a map that includes the micro-vulnerabilities existing along each of the evacuation routes in the study area. The mapping of micro-vulnerabilities using geographic information systems delivers information regarding the characteristics of the element, its location, and the surface area it covers, facilitating the organization, manipulation, and analysis of the large quantity of data obtained (Fig. 4).

Figure 4Mapping of identified micro-vulnerabilities, colored according to their taxonomy.


In order to generate a taxonomy based on the origin of the observed problems, following the guidelines proposed by León and March (2016), they were grouped into three categories: (i) inappropriate use, (ii) inadequate maintenance, and (iii) problems related to the design of evacuation routes, the descriptions of which are found in Table 1. This classification follows a representation of the micro-vulnerabilities in terms of their origin and also provides an indication regarding policies or regulations that could be implemented at the municipal level to decrease their effects during future evacuation processes. While the inappropriate use and inadequate maintenance of routes can be rectified through easy-to-implement strategies, the problems related to design would need more invasive measures.

Table 1Classification based on micro-vulnerability origin (modified from León and March2016).

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4.3 Evacuation route obstruction level

In the previous section, the types of difficulties that a pedestrian could encounter while evacuating along the routes of Iquique were described qualitatively. Our research also provides tools to evaluate quantitatively the detected problems and compare between evacuation routes. The quantification of the micro-vulnerabilities and the obstruction levels of the evacuation routes is defined through a proposed friction rate, defined as


where Sm is the surface area of the micro-vulnerability associated with an evacuation route, Sr is the surface area of the analyzed evacuation route, and α is the speed reduction factor associated with each micro-vulnerability.

This indicator represents the proportion of the area of an evacuation route that is occupied by the micro-vulnerabilities existing on it. To distinguish how pedestrians are affected when confronted with a given micro-vulnerability, the factor α is defined to quantify their speed reduction; therefore, the effect of each element is weighted differently in the friction rate. The factor α is the complement of the magnitude defined as speed conservation value (SCV) (Wood and Schmidtlein2012; Schmidtlein and Wood2015), which represents the percentage of the maximum speed that can be maintained on a given surface (Eq. 2). To this end, each micro-vulnerability was classified according to one of these categories: (i) blocking or decrease in spaces available for evacuation, (ii) abrupt surface level changes, and (iii) noticeable changes in surface roughness. Where the maximum speed is reached on compacted and flat ground such as street pavement and sidewalks (Soule and Goldman1972), speed is completely conserved and SCV is 1.

For each micro-vulnerability, a SCV value was assigned (see Table 2). For elements where passage through is not possible and they thus represent a blockage of pedestrian movement, the value of SCV is null. Among the observed micro-vulnerabilities, there are some which do allow passage, but involve a change in the normal speed of movement, such as level changes that require pedestrians to make an additional effort to continue onward, and changes in surface material that translate into more difficult movement. The chosen values were selected from literature regarding pedestrian speed measurement in various situations; in the case of level changes, the SCV was defined as around 50 % (Fujiyama and Tyler2004) and, for surface material changes, around 90 % (Wood and Schmidtlein2012; Schmidtlein and Wood2015).

Table 2Speed conservation of micro-vulnerabilities present on evacuation routes.

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In summary, Eq. (1) represents the sum of all the areas of micro-vulnerabilities on a particular evacuation route, individually weighted by a speed reduction factor based on experimental literature review (Eq. 2). The friction rate is the quotient of this sum and the total surface area of the evacuation route, which is then multiplied by 100 in order to work in percentage terms. The analyzed area comprises evacuation routes with similar road dimensions along its length; therefore, the total evacuation route surface area is used, making it possible to analyze the contribution to vulnerability of cars that are completely or partially parked on the road. In cases in which the dimensions of the road's cross section varies among the analyzed evacuation routes, separate analyses of the sidewalk and street may be done.

5 Results and discussion
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The purpose of calculating the friction rate at evacuation route level as defined in the previous section is to have a measurement of the effect of micro-vulnerabilities on the available space for the movement of evacuees along each evacuation path, allowing a comparison of them and to determine their relative degree of vulnerability. This provides a useful tool to prioritize focus zones and develop more accurate evacuation models in these areas.

This index includes the sidewalk and street surfaces to represent the obstruction level of the evacuation routes, but it removes the cars circulating on the street from the identified micro-vulnerabilities due to the variability of this condition. The high motorization rate in the city and the history of vehicles used in previous evacuations (Matus and Muñoz2014; Riveros2014) pose a negative precedent and undoubtedly increase the vulnerability of people during an evacuation, as they restrict movement of pedestrians mostly to the sidewalk (see Fig. 5).

Figure 5Preventive evacuation of 16 March 2014 (CNN Chile2014).


Figure 6Friction rates obtained for the evacuation routes in the study area.


In Fig. 6, the results of the friction rate calculations for the streets analyzed in this study are presented graphically. It is shown that the highest friction rates are concentrated in the central part of the study area due to its status as the most active zone of Iquique's downtown, which is the result of the high presence of educational institutions, office buildings, and commercial facilities. The maximum friction rate value for O'Higgins Street (an evacuation route that in some stretches at the moment of the study was affected by road work) verges on 20 %. The second route with a high friction rate, Latorre Street, is an area of concern due to the quantity of people that would arrive during an evacuation, especially since it provides the shortest means of access to the safe area for part of the population that resides on the peninsula south of the port (around 530 people). Continuing with this analysis, the rest of the population of the peninsula (around 780 people; INE2012) must evacuate by Zegers Street, the third evacuation route, which has a large number of micro-vulnerabilities along its entire length.

The port area deserves special attention due to its large distance to safe areas. In this respect, representatives of the Iquique Port estimated that in a worst case scenario there could be more than 1500 workers. Fortunately, the evacuation routes accessible by the Iquique port's personnel, Esmeralda and Bolívar streets, have low friction rates. However, the greatest problem for workers is the time it takes to leave the port and reach the mainland safe area. Considering the aforementioned observations, the major concern in Iquique downtown is Zegers Street due to its high friction rate and nearness to coast unlike Latorre Street; in contrast, O'Higgins Street must be removed from this analysis due to the temporal elements contributing to its friction rate during the fieldwork. The rest of the evacuation routes show lower friction rates, but some speed reductions and flow capacity decreasing of evacuation routes are to be expected. By gathering all the micro-vulnerabilities and adding its contribution to the friction rates in the study zone, it is possible to deduce that the main issue is the inappropriate use of urban space to parking on either the sidewalk or street, with around 74 % of the whole friction contribution. One of the most illustrative outcomes of the developed methodology is to provide means to assess the drawbacks of using sidewalk for parking, generally perpendicular to the road, with the effective width of the sidewalk sometimes decreasing from 4 to practically 1 m. Through the presented methodology of micro-vulnerabilities identification is possible to pinpoint urban problems related to evacuee displacement, quantify its impacts, and prioritize solutions with different complexity levels.

In Chile the definition of threatened and tsunami safe areas, along with the elaboration of evacuation plans, is the duty of National Emergency Office (ONEMI), while the Ministry of Housing and Urbanism (MINVU) is responsible for urban planning and development management and also defines the use of urban spaces. Nevertheless, the execution and supervision of higher authorities plans is in the hands of municipalities. This institutional fragmentation leads to different urban risk reduction approaches. Despite this, efforts haven been made to standardize the urban planning procedures related to tsunami evacuation infrastructure (Gutierrez et al.2016).

An interview with personnel from the regional branch of the National Emergency Office and the municipality of Iquique was conducted as part of the field survey, where the plans related to evacuation improvement were discussed. These authorities put forth ideas for improving evacuation plans and infrastructure, among which was the creation of main routes intended exclusively for pedestrian use during an evacuation. Internalization of evacuation procedures among the population was highlighted and concerns about the use of cars during the last evacuation process in 2014 were also mentioned during the interview. As a result of this study a series of mitigation measures that could be carried out at the municipal level in Iquique, is proposed in order to improve the urban design for evacuation. The most direct is the regulation of parking in public spaces by using city council attributions like fines in areas near to the coast. Other measures like the creation of additional parking spaces on streets perpendicular to evacuation routes, installation of elements that impede the passage of cars onto the sidewalk, and removal of abandoned vehicles are strongly recommended. Likewise, temporary activities such as informal commerce and dining must take place only on streets not meant to be used as evacuation routes. The implementation of such modifications must take into account possible effects on existing traffic and the local economy as well as sociopolitical reactions.

The presented results demonstrate the existence of urban micro-vulnerabilities in the study area and characterize their effect in tsunami evacuation processes. However, the fieldwork was undertaken during a specific time window and no time evolution analysis of the locations of the micro-vulnerabilities on the streets of Iquique was carried out. Updating the friction indexes would require a semi-continuous survey of the evacuation streets, which could be performed using, for instance, closed-circuit television (CCTV) systems available at the municipal level. Doing a temporal analysis could be possible through automated micro-vulnerability mapping processes using tools for object detection in images as well as satellite images of extremely high resolution and capture frequency. However, it is worth noting that the present study examines a situation as close as possible to the everyday nature of the city, i.e., during a non-holiday time of the year and day of great work, educational, and commercial activity.

6 Conclusions
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Tsunamis are one of the natural hazards of greatest concern for coastal cities and port areas, especially in Chile, whose maritime border is close to one of the most active tectonic plates. To mitigate their potential impacts, joint efforts and actions are needed, including political, technical, financial, and cultural. Tsunami education and evacuation drills programs had good results and were demonstrated to be effective during the 2014 and 2015 Chilean tsunamis (Aránguiz et al.2015; Okal2015; Tomita et al.2016), but these events had lower magnitude than the 2010 tsunami disaster. The last two events have allowed us to assess the response of coastal cities against lower-magnitude events and to develop new strategies for the continuous improvement of the evacuation response against major tsunamis. Improving the environment and the ability of the community to adequately react when confronted with a great disturbance is fundamental, since limited preparedness gives rise to vulnerable environments (Guha-Sapir et al.2011; Yi and Yang2014).

This article highlights the importance of evacuation routes, public spaces intended to multiple uses that also support tsunami evacuation, and the assessment of the built environment condition. The potential reduction in evacuation capacity from urban micro-vulnerabilities associated with planning, use and maintenance problems, and their influence in the displacement of people to safe areas is evaluated. The decrease of the effectively available pedestrian area in evacuation routes caused by the presence of sidewalk obstructions was identified as the greatest problem in the city of Iquique, which could worsen over time due to the higher activity and population growth trend in coastal areas. When city planning is tackled considering urban improvements aimed at increasing resilience at both the macro- and microscales, the built environment could improve the people response in case of emergencies. The construction of high-rise buildings has increased lately; the possibility of using them as vertical evacuation shelters must be carefully analyzed, taking into account their seismic design, capacity, and resistance to hydrodynamic forces. The availability of buildings for vertical evacuation purposes would considerably decrease the flow of pedestrians, prompting safer evacuations. In particular, their use is strongly recommended for evacuating workers from the port of Iquique (Solís and Gazmuri2017; León and March2016), which is the district most exposed to tsunamis, due to its distance to safe areas.

As mentioned in Sect. 5, the main issue in Iquique is related to cars use. The contribution of other micro-vulnerabilities to the friction rates and their effect in the decreasing of flow capacity of evacuation routes is lower, with the presence of informal businesses, restaurant expansions, and trees on the evacuation routes, which have values between 2 and 3 % of the whole friction factor. For the purpose of decreasing the existence of micro-vulnerabilities, measures can be taken at the local level by municipal authorities. The inappropriate use of evacuation routes can be rectified through restrictions and fines designated by the municipality. Likewise, methods can be developed to monitor the possible public space difficulties generated by inadequate route maintenance. Finally, problems related to design are the most difficult to reverse and can be corrected through the construction of new works or retrofitting of existing areas, with evacuation efficiency taken into account as an important driver.

The road network and the critical infrastructure of a city play an important role during an emergency and may be also vulnerable to earthquake damage. For instance, the failure of power supply and debris from damaged buildings could further reduce the routes' evacuation capacity, in addition to existing micro-vulnerabilities. Generally, the identification of urban micro-vulnerabilities is not been carried out on large scale, and investment in mitigation measures is not a main concern in developing countries. In near-field tsunami-prone areas, where the available time to evacuate could be very short, like Chilean coastal cities, urban micro-vulnerabilities could make the difference in the evacuation process performance. If the evacuation routes remain clear and free of obstacles, the evacuees' movements could be faster and the overall tsunami evacuation time could decrease and potentially save lives. The assessment of evacuation routes condition should be done regularly, especially in South Pacific countries with high seismic and tsunami risk, where the environment showed by maps and plans is commonly different from the reality that pedestrians experience.

Efforts to create a more resilient city must not be undertaken only after a disaster; they should be incorporated in the decision-making process of city planning. The implementation of culturally sensitive education and awareness programs to efficiently communicate potential risks associated with inappropriate uses of public spaces should be considered in order to reduce the direct impacts of natural hazards and improve the resilience of tsunami-prone communities.

Data availability
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Data availability. 

Video records are available upon request from the corresponding author. Figures 1a, b, 4 and 6 were made using ArcGIS software, shapefiles data can be requested from corresponding author. Figure 1c was obtained from a Python code, using the tide level data from (last access: 20 April 2018).

Author contributions
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Author contributions. 

The study was conceived by JL and RC, and the methodology was designed with the contribution of all authors. GA and MQ carried out the field survey with the supervision of JL and RC. The video records postprocessing stage was developed by GA and MQ. GA carried out the data analysis and prepared the first version of the manuscript with the guidance of RC and JL. All authors contributed to editing the final version of the article.

Competing interests
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Competing interests. 

The authors declare that they have no conflict of interest.

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This research was supported by the Research Center for Integrated Disaster Risk Management (CONICYT/FONDAP/15110017). The authors are grateful for the information provided by the Iquique Municipality, the Tarapacá office of Chilean Emergency Management Agency, ONEMI, and the Port of Iquique.

Edited by: Mauricio Gonzalez
Reviewed by: Harkunti P. Rahayu and Pino Gonzalez-Riancho

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Allan, P., Bryant, M., Wirsching, C., Garcia, D., and Teresa Rodriguez, M.: The influence of urban morphology on the resilience of cities following an earthquake, Journal of Urban Design, 18, 242–262, 2013. a, b

Aránguiz, R., Urra, L., González, J., Jager, T., Wester, F., Smoor, A., and Tiehatten, B.: Numerical simulation of new proposed tsunami scenarios for Iquique, Chile, in: 36th IAHR World Congress, the Hague, the Netherlands, 2015. a, b

Aránguiz, R., González, G., González, J., Catalán, P. A., Cienfuegos, R., Yagi, Y., Okuwaki, R., Urra, L., Contreras, K., Del Rio, I., and Rojas, C.: The 16 September 2015 Chile tsunami from the post-tsunami survey and numerical modeling perspectives, Pure Appl. Geophys., 173, 333–348, 2016. a, b, c

Bernard, E. and Robinson, A.: Tsunamis, chap. Tsunami Modeling: Calculating Inundation and Hazard Maps, Sea, ideas and observations on progress in the study of the seas, Harvard University Press, 2009. a

Birkmann, J.: Measuring vulnerability to Nat. Hazards: Towards disaster resilient societies, chap. Measuring vulnerability to promote disaster-resilient societies: Conceptual frameworks and definitions, United Nations University, Tokyo, 2006. a

Catalán, P., Aránguiz, R., González, G., Tomita, T., Cienfuegos, R., González, J., Shrivastava, M. N., Kumagai, K., Mokrani, C., Cortés, P., and Gubler, A.: The 1 April 2014 Pisagua tsunami: observations and modeling, Geophys. Res. Lett., 42, 2918–2925, 2015. a, b, c

Ciborowski, A.: Physical development planning and urban design in earthquake-prone areas, Eng. Struct., 4, 153–160, 1982. a, b, c

Cisternas, M., Torrejón, F., and Gorigoitía, N.: Amending and complicating Chile's seismic catalog with the Santiago earthquake of 7 August 1580, J. S. Am. Earth Sci., 33, 102–109, 2012. a

Clay, G.: Real places: an unconventional guide to America's generic landscape, University of Chicago Press, 1994. a

CNN Chile: Así se sintió la alerta preventiva tras el sismo en Iquique, available at: (last access: 7 July 2017), 2014. a

Comte, D. and Pardo, M.: Reappraisal of great historical earthquakes in the northern Chile and southern Peru seismic gaps, Nat. Hazards, 4, 23–44, 1991. a

Contreras-López, M., Winckler, P., Sepúlveda, I., Andaur-Álvarez, A., Cortés-Molina, F., Guerrero, C. J., Mizobe, C. E., Igualt, F., Breuer, W., Beyá, J. F., Vergara, H., and Figueroa-Sterquel, R.: Field survey of the 2015 Chile tsunami with emphasis on coastal wetland and conservation areas, Pure Appl. Geophys., 173, 349–367, 2016. a, b

Contreras-Reyes, E. and Carrizo, D.: Control of high oceanic features and subduction channel on earthquake ruptures along the Chile–Peru subduction zone, Phys. Earth Planet. In., 186, 49–58, 2011. a

Cullen, G.: Townscape London, The Architectural Press London, 1961. a

Cutter, S. L., Barnes, L., Berry, M., Burton, C., Evans, E., Tate, E., and Webb, J.: A place-based model for understanding community resilience to natural disasters, Global Environ. Chang., 18, 598–606, 2008. a

Ercolano, J.: Pedestrian disaster preparedness and emergency management of mass evacuations on foot: state-of-the-art and best practices, Journal of Applied Security Research, 3, 389–405, 2008. a

Esteban, M., Tsimopoulou, V., Mikami, T., Yun, N., Suppasri, A., and Shibayama, T.: Recent tsunamis events and preparedness: Development of tsunami awareness in Indonesia, Chile and Japan, Int. J. Disast. Risk Re., 5, 84–97, 2013. a

Fraser, S., Raby, A., Pomonis, A., Goda, K., Chian, S. C., Macabuag, J., Offord, M., Saito, K., and Sammonds, P.: Tsunami damage to coastal defences and buildings in the March 11th 2011 Mw9. 0 Great East Japan earthquake and tsunami, B. Earthq. Eng., 11, 205–239, 2013. a

Fritz, H. M., Petroff, C. M., Catalán, P. A., Cienfuegos, R., Winckler, P., Kalligeris, N., Weiss, R., Barrientos, S. E., Meneses, G., Valderas-Bermejo, C., Ebeling, C., Papadopoulos, A., Contreras, M., Almar, R., Dominguez, J. C., and Synolakis, C. E.: Field survey of the 27 February 2010 Chile tsunami, Pure Appl. Geophys., 168, 1989–2010, 2011. a, b

Fujiyama, T. and Tyler, N.: Pedestrian speeds on stairs: an initial step for a simulation model, in: Proceedings of 36th Universities Transport Studies Group Conference, Life Science Centre, Newcastle upon Tyne, Januar 2004. a, b, c

Guha-Sapir, D., Vos, F., Below, R., and Ponserre, S.: Annual disaster statistical review 2010: The numbers and trends (Online), Tech. rep., Centre for Research on the Epidemiology of Disasters, Université catholique de Louvain, Brussels, Belgium, 2011. a

Gutierrez, O., Tamburini, L., Vicentini, G., and Walker, R.: Guía de referencia para sistemas comunales de evacuación por tsunami, Tech. rep., Oficina Nacional de Emergencia del Ministerio del Interior y Seguridad Pública, Ministerio de Vivienda y Urbanismo, Centro Nacional de Investigación para la Gestión Integrada de Desastres Naturales and Ministerio de Energía, 2016. a

Hayes, G. P., Herman, M. W., Barnhart, W. D., Furlong, K. P., Riquelme, S., Benz, H. M., Bergman, E., Barrientos, S., Earle, P. S., and Samsonov, S.: Continuing megathrust earthquake potential in Chile after the 2014 Iquique earthquake, Nature, 512, 295–298, 2014. a, b, c

He, L. X. and Xu, S. N.: Urban design strategies of public space based on danger stress response, Adv. Mat. Res., 450, 1026–1031, 2012. a

Hillier, B., Penn, A., Hanson, J., Grajewski, T., and Xu, J.: Natural movement: or, configuration and attraction in urban pedestrian movement, Environ. Plann. B, 20, 29–66, 1993. a

Huerta, S.: Nómina de fallecidos por el tsunami del 27.02.2010, Tech. rep., Fiscalía, Ministerio Público de Chile, 2011. a

INE: Resultados XVII Censo de Población, Tech. rep., Instituto Nacional de Estadísticas, 2012. a, b

INE: Encuesta Anual de Vehículos en Circulación, Tech. rep., Instituto Nacional de Estadísticas, 2015. a

Ishikawa, M.: Landscape planning for a safe city, Ann. Geophys.-Italy, 45, 833–841, 2002. a, b

Johnson, C., Lizarralde, G., and Davidson, C. H.: A systems view of temporary housing projects in post-disaster reconstruction, Construction Management and Economics, 24, 367–378, 2006. a

Jongman, B., Ward, P. J., and Aerts, J. C.: Global exposure to river and coastal flooding: Long term trends and changes, Global Environ. Chang., 22, 823–835, 2012. a

Kennedy, J., Ashmore, J., Babister, E., and Kelman, I.: The meaning of “build back better”: evidence from post-tsunami Aceh and Sri Lanka, J. Conting. Crisis Man., 16, 24–36, 2008. a

Khew, Y. T. J., Jarzebski, M. P., Dyah, F., Gu, J., Esteban, M., Aránguiz, R., and Akiyama, T.: Assessment of social perception on the contribution of hard-infrastructure for tsunami mitigation to coastal community resilience after the 2010 tsunami: Greater Concepcion area, Chile, Int. J. Disast. Risk Re., 13, 324–333, 2015. a

Kong, L.: Post-tsunami Field surveys are essential for mitigating the Next tsunami Disaster, Oceanography, 24, 222–226, 2011. a

Kron, W.: Coasts: the high-risk areas of the world, Nat. Hazards, 66, 1363–1382, 2013. a, b

Lay, T., Yue, H., Brodsky, E. E., and An, C.: The 1 April 2014 Iquique, Chile, Mw 8.1 earthquake rupture sequence, Geophys. Res. Lett., 41, 3818–3825, 2014. a, b

León, J. and March, A.: Urban morphology as a tool for supporting tsunami rapid resilience: A case study of Talcahuano, Chile, Habitat Int., 43, 250–262, 2014. a, b

León, J. and March, A.: An urban form response to disaster vulnerability: Improving tsunami evacuation in Iquique, Chile, Environ. Plann. B, , 43, 826–847, 2016. a, b, c, d, e, f, g, h, i, j

Liu, L., Lin, Y., and Wang, S.: Urban design for post-earthquake reconstruction: A case study of Wenchuan County, China, Habitat Int., 41, 290–299, 2014. a, b, c, d

Lomnitz, C.: Major Earthquakes of Chile: A Historical Survey, 1535–1960, Seismol. Res. Lett., 75, 368–375, 2004. a

Lunecke, M. G. H.: Urban planning and tsunami impact mitigation in Chile after February 27, 2010, Nat. Hazards, 79, 1591–1620, 2015. a

Marshall, S.: Streets and patterns, Spon Press, London and New York, 2005. a

Matus, J. and Muñoz, D.: Onemi realiza crítico informe de simulacros por tsunami en el país, La Tercera, 2014. a

Métois, M., Socquet, A., Vigny, C., Carrizo, D., Peyrat, S., Delorme, A., Maureira, E., Valderas-Bermejo, M.-C., and Ortega, I.: Revisiting the North Chile seismic gap segmentation using GPS-derived interseismic coupling, Geophys. J. Int., 194, 1283–1294, 2013. a

MINVU: Ordenanza General de Urbanismo y Construcciones, art. 2.1.17 (D.S. No. 9), Tech. rep., Ministerio de vivienda y urbanismo, 2011. a

Mori, N., Cox, D. T., Yasuda, T., and Mase, H.: Overview of the 2011 Tohoku earthquake tsunami damage and its relation to coastal protection along the Sanriku Coast, Earthq. Spectra, 29, S127–S143, 2013. a

Neumann, B., Vafeidis, A. T., Zimmermann, J., and Nicholls, R. J.: Future coastal population growth and exposure to sea-level rise and coastal flooding-a global assessment, PloS one, 10, 1–34, 2015. a

Okal, E. A.: The quest for wisdom: lessons from 17 tsunamis, 2004–2014, Phil. Trans. R. Soc. A, 373, 1–26, 2015. a, b

ONEMI and IMI: Plan de Protección Civil ante Tsunami, Tech. rep., Oficina Nacional de Emergencia and Ilustre Municipalidad de Iquique, 2013. a, b

Platt, R. H., Salvesen, D., and Baldwin, G. H.: Rebuilding the North Carolina coast after Hurricane Fran: Did public regulations matter?, Coast. Manage., 30, 249–269, 2002. a

Preuss, J., Raad, P., and Bidoae, R.: Tsunami research at the end of a critical decade, chap. Mitigation strategies based on local tsunami effects, 47–64, Springer, Dordrecht, 2001. a

Reyes, M. and Miura, F.: A Proposal for Qualitative and Quantitative Analysis Methods for Vertical Evacuation from a Tsunami in Coastal Cities, 97–107, ICE Publishing, London, 2016. a

Riveros, J.: Automovilistas iquiqueños no dejaban huir a pie, Las Últimas Noticias, p. 14, 2014. a

Satake, K., Nishimura, Y., Putra, P. S., Gusman, A. R., Sunendar, H., Fujii, Y., Tanioka, Y., Latief, H., and Yulianto, E.: Tsunami Source of the 2010 Mentawai, Indonesia Earthquake Inferred from Tsunami Field Survey and Waveform Modeling, Pure Appl. Geophys., 170, 1567–1582, 2013. a

Scheer, S. J., Varela, V., and Eftychidis, G.: A generic framework for tsunami evacuation planning, Phys. Chem. Earth, Parts, 49, 79–91, 2012. a, b

Schmidtlein, M. C. and Wood, N. J.: Sensitivity of tsunami evacuation modeling to direction and land cover assumptions, Appl. Geogr., 56, 154–163, 2015. a, b, c

Shuto, N.: Tsunamis: Their Coastal Effects and Defense Works, in: Scientific Forum on the Tsunami, its Impact and Recovery, edited by: Assian Institute of Technology, Thailand, 1–12, 2005.  a

Shuto, N. and Fujima, K.: A short history of tsunami research and countermeasures in Japan, P. Jpn. Acad. B-Phys., 85, 267–275, 2009. a

Siembieda, W., Johnson, L., and Franco, G.: Rebuild Fast but Rebuild Better: Chile's Initial Recovery Following the 27 February 2010 Earthquake and Tsunami, Earthq. Spectra, 28, S621–S641, 2012. a

Solís, I. and Gazmuri, P.: Evaluation of the risk and the evacuation policy in the case of a tsunami in the city of Iquique, Chile, Nat. Hazards, 88, 1–30, 2017. a

Soule, R. G. and Goldman, R. F.: Terrain coefficients for energy cost prediction, J. Appl. Physiol., 32, 706–708, 1972. a, b

Spaling, H. and Vroom, B.: Environmental assessment after the 2004 tsunami: a case study, lessons and prospects, Impact Assess. Proj. A., 25, 43–52, 2007. a

Steinberg, F.: Housing reconstruction and rehabilitation in Aceh and Nias, Indonesia–Rebuilding lives, Habitat Int., 31, 150–166, 2007. a

Suppasri, A., Shuto, N., Imamura, F., Koshimura, S., Mas, E., and Yalciner, A. C.: Lessons learned from the 2011 Great East Japan tsunami: performance of tsunami countermeasures, coastal buildings, and tsunami evacuation in Japan, Pure Appl. Geophys., 170, 993–1018, 2013. a, b

Tomita, T., Kumagai, K., Mokrani, C., Cienfuegos, R., and Matsui, H.: Tsunami and Seismic Damage Caused by the Earthquake Off Iquique, Chile, in April, 2014, J. Earthq. Tsunami, 10, 1–16, 2016. a, b, c, d, e

UNESCO/IOC: Sea Level Station Monitoring Facility, available at: (last access: 1 March 2017), 2014. a

Walker, J.-M.: Informe técnico de Evaluación Simulacro Macrozona de Terremoto y Tsunami, Evacuación del Borde Costero, Tech. rep., Oficina Nacional de Emergencia, 2013. a

Wood, N. J. and Schmidtlein, M. C.: Anisotropic path modeling to assess pedestrian-evacuation potential from Cascadia-related tsunamis in the US Pacific Northwest, Nat. Hazards, 62, 275–300, 2012. a, b, c

Wyrobisz, A.: La ordenanza de Felipe II del año 1573 y la construcción de ciudades coloniales españolas en la América, Estudios latinoamericanos, 7, 11–34, 1980. a

Yi, H. and Yang, J.: Research trends of post disaster reconstruction: The past and the future, Habitat Int., 42, 21–29, 2014. a, b

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Short summary
Evacuation planning has been recognized as one of the best tools for safeguarding the population against tsunami hazards. In this work we develop a novel methodology to identify and classify urban micro-vulnerabilities that may difficult pedestrian evacuation processes resulting from problems in urban design or informal uses of the public space. The correct identification and correction of these issues could make the difference in saving lives when the available time for evacuation is short.
Evacuation planning has been recognized as one of the best tools for safeguarding the population...