📝 Related awards/ presentation files
1st Place in Poster Presentation, awarded by the 2018 Annual Conference of Korean Geographical Society (November 24, 2018)
2nd Place in the Public Big Data Analysis Competition, awarded by the Ministry of the Interior and Safety (MOIS) of South Korea (August 31, 2018)
Cooling centers in Seoul, Korea
Figure 1. Cooling centers in senior center and government buliding
Seoul, the capital city of Korea, operates cooling centers to protect residents from extreme summer temperatures. These shelters provide air-conditioned spaces where vulnerable populations, especially the elderly, can rest safely during heatwave periods. The city designates public facilities, such as community centers, senior centers, and libraries, as official cooling shelters each summer.
We aimed to conduct a spatial assessment to identify areas that may be underserved or lacking in cooling centers.
Identification of heat-risk areas
a. Annual average heatwave days
b. Annual average tropical nights
c. Average daily maximum temperature
d. Basic livelihood security recipients
e. Senior daytime population
Figure 2. Variables related to cooling centers
Fig 2 shows variables that we used to identify heat-risk areas: (a) the annual average number of heatwave days, (b) tropical nights, and (c) the average daily maximum temperature, as well as (d) the number of Basic Livelihood Security recipients and (e) the senior daytime population.
a. Normalized heat-risk index
b. Top 20% heat-risk areas
Figure 3. Heat-risk index
All variables were aggregated to 50 × 50 m grid cells and standardized using min–max normalization (Fig 3a). A heat-risk index was then computed by multiplying the standardized variables, and the top 20% of grid cells with the highest index values were classified as high heat-risk areas (Fig 3b). We used these top 20% areas as the basis for evaluating the suitability of cooling center locations.
Heat-safe areas
We analyzed the service areas of cooling centers by adjusting the reachable distance according to different levels of perceived accessibility. We then combined these results with park locations to define heat-safe areas (Fig 4).
High accessibility (1000 m): administrative offices, banks, supermarkets, libraries, restaurants
Medium accessibility (860 m): public health centers, welfare centers, police substations
Low accessibility (720 m): senior welfare facilities, elderly care facilities, religious facilities, community centers
Figure 4. Heat-safe areas
Results: areas in need of cooling centers
Figure 5. Areas requiring cooling centers
We identified areas within the top 20% heat-risk zones that were not classified as heat-safe areas (Fig 5). These locations represent places where cooling centers or equivalent heat-management facilities are needed.
Shade canopy in Seodaemun-gu, Seoul
Figure 6. Shade canopies in Seoul
Seoul, Korea, is a highly walk-friendly city. Most people rely on public transportation and walk as part of their daily routines. However, in midsummer, temperatures often rise to around 30 °C (86 °F) or even higher, and the average relative humidity stays around 70–80%. Citizens are exposed to intense heat, which makes walking difficult. To address this problem, local administrative offices provide shade canopies around crosswalks, so pedestrians can avoid direct sunlight (Fig 6). Seodaemun-gu is a densely populated and vibrant district in Seoul, filled with active shopping streets, trendy cafés, and plenty of places to explore on foot.
We wanted to (1) assess whether the shade canopies are installed in appropriate locations and (2) identify where additional shade canopies are needed.
Shade analysis
a. Hillshade analysis results of Seodaemun-gu
b. Locations of shade canopies and crosswalks
Figure 7. Hillshade analysis
Results: shade canopies location assessment
Using DEM data, a hillshade analysis was conducted to identify the areas of shade that would have formed between 1:30 PM and 3:30 PM on August 1, 2018, historically the hottest day at 39.6°C (≈103.3°F). The analysis used a solar azimuth of 213.49° to 254.46° and a solar elevation of 67.47° to 47.84°. Higher cell values (shown in red) indicate areas that receive more sunlight (Fig 7).
Figure 8. Shade canopies location assessment
Figure 8 presents the results of the shade canopy location assessment. In the map, red indicates the locations of existing shade canopies, while blue represents the proposed locations.
Near Sinchon Nonghyup Bank is a good example of shade canopies. There are no tall buildings to the southwest of the crosswalk, causing strong sunlight to fall on the area in the afternoon. As a result, the current installation is appropriately placed (Fig. 8a). In contrast, near Hongeun Bridge, the construction site barriers block the sunlight, creating shade on the opposite side of the crosswalk. Therefore, relocating the shade canopy to that shaded side appears to be a better option (Fig. 8b). Lastly, the Sinchon Rotary is one of the most crowded areas in Seodaemun-gu and is surrounded by many tall buildings, yet the crosswalk remains unshaded during the afternoon. Thus, it is recommended as a location for installing a shade canopy (Fig. 8c).