1. Introduction
Outdoor activities are significantly influenced by meteorological and climatic conditions [
1,
2]. The impact of weather conditions (air temperature, humidity, etc.) on the health of outdoor workers [
3] and on the thermal comfort in sports activities [
4,
5] has been analysed in the academic literature. Physical work capacity will be affected by ongoing anthropogenic global warming [
6,
7].
Human tower (castell) exhibitions are usually performed outdoors in an urban square (
Figure 1). This Catalan tradition was recognised as an Intangible Cultural Heritage of Humanity by UNESCO in 2010. As cultural events deeply embedded in community identity and reliant on precise coordination and physical exertion, castells are particularly vulnerable to variations in environmental conditions. According to Saladié et al. [
8], anthropogenic climate change is responsible for the increased likelihood of a human tower exhibition being performed under unfavourable meteorological conditions. The severity and frequency of extreme meteorological events, such as heat waves, associated with climate change are increasing. Understanding the interaction between human tower performances and meteorological conditions is essential for preserving this cultural heritage while ensuring the safety and well-being of those involved. Olano Pozo et al. [
9] analysed the temperature trends for the period 1951–2023 in four of the most emblematic human tower exhibitions. All of them were performed in the summer and scheduled in the afternoon (12:00–15:00). The results showed a clear rise in temperature. The temperature increases varied from 0.3 to 0.4 °C per decade depending on the location.
Understanding thermal comfort requires more than a simple analysis of raw temperature trends. Thermal comfort is inherently complex—shaped by an interplay of direct and indirect factors, including air temperature, humidity, wind speed, solar radiation, individual physiology, psychological perception, cultural norms, and urban morphology [
10]. Therefore, for analytical clarity and operational relevance, it is necessary to adopt an index that captures the most salient of these influences in the context of outdoor physical exertion. Aghamolaei et al.’s [
11] comprehensive review highlights how outdoor thermal comfort results from the interaction between human-based factors (such as metabolic rate, sweat response, and psychological adaptation) and environment-based variables (such as building materials, vegetation, and urban geometry).
Olano Pozo et al. [
9] calculated the Heat Index (HI), also known as apparent temperature, highlighting a worsening of thermal conditions in the selected study cases. The HI allowed the authors to quantify risk and vulnerability in a way that is both methodologically sound and directly applicable to decision-making and adaptation planning. The HI is a well-established metric that combines air temperature and relative humidity to approximate perceived temperature and physiological heat stress under warm conditions [
12]. Although the HI does not capture the full multidimensionality of thermal comfort, it offers a scientifically grounded, widely used proxy that is particularly relevant for assessing health-related thermal strain in outdoor cultural practices such as castells.
However, Olano Pozo et al.’s [
9] research is based on ERA5 LAND reanalysis data, downloaded from the Copernicus Climate Change Service (9 km of horizontal spatial resolution), and human tower exhibitions occur in urban squares, which usually suffer from urban heat islands [
8]. The built environment modifies weather conditions [
13,
14]. Urban squares often have limited shade, high thermal inertia of materials, and narrow urban geometries, which contribute to increased heat retention and exposure [
15,
16]. Additionally, the squares become crowded during the performances with human tower builders and attendees.
Figure 1 shows the Plaça del Blat (Diada de Firagost) in Valls on 8 August 2024. The capacity of the Plaça del Blat is 2916 people with a surface of 729 m
2 [
17]. The cultural tradition of scheduling summer human tower exhibitions in the afternoon further intensifies the thermal burden. When combined with the significant physical exertion required to build human towers, these conditions increase the risk of heat-related strain among participants and the potential for the human tower to collapse, leading to potential injuries [
18].
In light of the limitation mentioned above, Saladié et al. [
8] conducted fieldwork and deployed sensors in the squares to examine the temperature patterns during six human tower exhibitions that took place on summer afternoons in 2024. The temperature reached 30 °C in five exhibitions. Heat Index values were within the caution threshold in three exhibitions and within the extreme caution threshold in the other three exhibitions [
8].
The scarce academic literature on the relationship between thermal comfort and human tower exhibitions has been focused exclusively on exhibitions scheduled on summer afternoons. Some of them are very emblematic exhibitions, but also some of the most thermally stressful [
19]. Although the afternoon remains as the timeslot for some of the most iconic human tower exhibitions (i.e., Valls, June 24; Terrassa, July 7; Tarragona, August 19; Vilafranca del Penedès, August 30), an increasing number of exhibitions are being held in summer evenings (from 18:00 onwards), partly as a response to climatic discomfort and rising awareness of heat-related health risks [
20,
21]. Evening exhibitions are becoming more common as a form of adaptation aimed at mitigating thermal discomfort and health risks. Changing the beginning of the exhibition is one of the potential adaptation measures highlighted by Saladié et al. [
22]. However, no previous analysis has evaluated whether this temporal shift is effectively reducing thermal stress or whether evening events are subject to high levels of heat exposure due to higher relative humidity in the evening than in the afternoon.
This temporal shift highlights the need to better understand how the time of day affects urban microclimates and physiological stress, and how such adaptations may contribute to the long-term sustainability and safety of this emblematic form of intangible cultural heritage. The present research aims to address this gap by analysing the thermal conditions during four human tower exhibitions scheduled in summer evenings. The objectives of this research are threefold: (1) to analyse the long-term temperature trend (1951–2024) for four summer evening human tower exhibitions; (2) to determine to what degree thermal comfort has worsened over the last 74 years; and (3) to assess temperature and thermal comfort in the squares during the selected evening exhibitions. The results will allow us to evaluate whether changing the timing of the exhibitions offers a feasible way to adapt human tower exhibitions to climate change.
2. Materials and Methods
This study focuses on four human tower exhibitions scheduled in summer evenings: Diada de les Cultures (Altafulla, 2nd Saturday of July), Diada de Firagost (Valls, 1st Wednesday of August), Diada de la Festa Major (Llorenç del Penedès, 2nd Sunday of August), and Diada de la Festa Major (La Bisbal del Penedès, August 15). The last exhibition was scheduled in the afternoon until 2023. On 15 August 2024, the exhibition began at 18:00.
Figure 2 displays the localization of the towns hosting the analysed human tower exhibitions. These locations were chosen for their representativeness in terms of cultural relevance. The exhibitions were performed in an urban square crowded with attendees and human tower builders.
Table 1 shows information from each of the four human tower exhibitions. The information includes the date in 2024, the name of the exhibition, the name of the town, the name of the square, the number of teams, and the schedule (UTC+2). As stated by Saladié et al. [
8], the duration of the exhibitions is determined by several factors: the difficulty of the towers, the time elapsed between the end of a human tower and the start of the next, the number of teams taking part in the exhibition, and any potential incidents that may occur; for example, the Llorenç del Penèdes exhibition only lasted two hours because it had to be suspended after a human tower collapsed.
The meteorological data used in this study to achieve the Objectives 1 and 2 were obtained from the ERA5 Best Match product, provided by the European Centre for Medium-Range Weather Forecasts (ECMWF) via the Open-Meteo platform [
23]. This dataset is based on the ERA5 reanalysis developed by the Copernicus Climate Change Service (C3S). It represents a merged product that combines data from ERA5 and ERA5-Land to offer the most spatially and temporally consistent estimates at any given location.
The choice of ERA5 Best Match is grounded in both methodological robustness and operational suitability. ERA5, generated by the European Centre for Medium-Range Weather Forecasts (ECMWF), supplies hourly data at ~31 km horizontal resolution and is widely recognised as a leading global reanalysis for climate and weather applications. ERA5-Land, on the other hand, offers enhanced spatial resolution (~9 km) over land surfaces but lacks atmospheric variables above the surface and is not updated in near real time. The Best Match product offered by Open-Meteo integrates both datasets, selecting the most accurate and locally relevant estimate for each variable and time step. This hybrid approach is particularly advantageous for studying localised thermal dynamics in urban settings, where striking a balance between temporal fidelity and spatial detail is crucial. Moreover, the product’s accessibility and API-based delivery enable reproducible and transparent data retrieval, which is essential for both research transparency and the future scalability of the methodology.
Except for the La Bisbal del Penedès exhibition, which is fixed to a specific date, the other exhibitions are scheduled according to movable dates based on the calendar. To account for interannual variability in event timing, a specific-date analysis was conducted, focusing on the actual date of the event for each year. For example, the 2nd Saturday of July can be from July 8th to July 14th. This refined approach ensures that the analysis is grounded in the actual performance dates, thus improving the relevance of the climatological assessment.
Following the approach adopted by Olano Pozo et al. [
9], temperature and relative humidity data were downloaded for the day of each human tower exhibition over a 74-year period (1951–2024), specifically for the hours when the human towers were performed: Altafulla on 2nd Saturday of July (18:00, 19:00, 20:00, and 21:00), Valls on 1st Wednesday of August 8th (20:00, 21:00, and 22:00), Llorenç del Penedès on 2nd Sunday of August 11st (18:00, 19:00, 20:00 and 21:00), and La Bisbal del Penedès on August 15th (18:00, 19:00, 20:00, and 21:00). The average temperature for each of the 74 days in the four case studies was calculated using the temperatures from the previously mentioned hours. The same procedure was undertaken in the case of the afternoon time slot (12:00, 13:00, 14:00, and 15:00). These data provided four long temporal series to identify temperature variations and trends, allowing comparison between afternoon and evening.
The non-parametric Sen’s Slope estimator was applied to detect and quantify monotonic trends in the average data. This procedure computes the median of all pairwise slopes between data points, making it robust to outliers and suitable for datasets that do not necessarily follow a normal distribution. The Mann–Kendall test was applied to assess the statistical significance of the temperature trend. Temperature anomalies were calculated for the 1971–2000 reference period.
The Heat Index (HI) can also be referred to as the apparent temperature. HI was calculated from the recorded temperature and relative humidity (RH) values. This derived metric estimates the perceived temperature based on the combined effects of air temperature and humidity. The HI was computed using a widely accepted regression model derived from Steadman’s equations [
24], which allows for estimation using only temperature and RH as inputs. The formula applied was [
25]
where T is the air temperature in °C and RH is the relative humidity in %. The resulting HI values were then classified into four standard risk categories [
26]:
Caution (26.1–32 °C): fatigue possible with prolonged exposure and/or physical activity;
Extreme caution (32.1–40 °C): risk of heat cramps or exhaustion; heat stroke possible with sustained effort;
Danger (40.1–52 °C): likely heat exhaustion or cramps; heat stroke possible;
Extreme danger (>52 °C): heat stroke is highly likely.
As in the study performed by Saladié et al. [
8], the present research utilized two HOBO MX2301A sensors (
Figure 3), developed by Onset Computer Corporation (Bourne, MA, USA), for in situ measurements in the squares, thereby achieving Objective 3. The sensors are equipped with a shield to protect them from solar radiation. This sensor measures air temperature in a range of −40 to 70 °C with an accuracy of ±0.2 °C and a resolution of 0.04 °C. It also measures relative humidity between 0 and 100%, with an accuracy of ±2.5% and a resolution of 0.01%. Data were logged at 1 min intervals, allowing for high-resolution tracking of microclimatic conditions during the human tower exhibitions. The Heat Index was also computed by combining relative humidity and temperature values recorded by the sensors.
Figure 4 displays a picture of each of the four studied squares, highlighting where the sensors were installed. The sensors were placed at a height of approximately 190–200 cm to ensure they did not interfere with the exhibition and minimize the risk of harm to people. This positioning also helps prevent accidental damage to the sensors or vandalism. When the human towers teams occupied the extreme of the square (i.e., Valls—
Figure 1), one sensor was installed as close as possible to the human tower teams participating in the exhibition and the other was positioned near the area occupied by the attendees (
Figure 4b). When the human tower teams were placed at the centre of the square (i.e., Llorenç del Penedès and La Bisbal del Penedès), the sensors were placed surrounding the human towers (
Figure 4c,d). Finally, there were limited options in the case of Altafulla due to the characteristics of the facades (
Figure 4a).
4. Discussion
This study aimed to assess the impact of rising temperatures on the thermal comfort of participants and audiences during summer human tower exhibitions scheduled in the evening in summer 2024. Olano Pozo et al. [
9] analysed temperature trends between 1951 and 2023 for four emblematic human tower exhibitions scheduled in the summer afternoons (12:00–15:00), reporting an upward trend of 0.3–0.4 °C per decade depending on the location. Saladié et al. [
8] have already assessed thermal comfort in urban squares for six human tower exhibitions, but only during the afternoons, not in the evenings. Their results emphasize the increasing vulnerability of afternoon events to thermal stress. Analysis of evening exhibitions (18:00–21:00) complements these previous works, and the three main objectives outlined in the introduction have been achieved, providing complementary insights into the changing climate context of these traditional cultural events and adding to the knowledge of intangible cultural heritage in the face of climate change in Catalonia.
First, the long-term analysis of temperature data from reanalysis (1951–2024) confirms a statistically significant warming trend during the typical hours when evening summer exhibitions are held in two cases. Although absolute temperatures are lower than in the afternoon, a similar warming tendency is also evident. Evening hours have also become warmer, although they still represent a more thermally tolerable window, particularly in coastal towns, where the sea breeze can moderate late-afternoon temperatures. This indicates that rescheduling to evening hours reduces immediate exposure to peak heat but does not entirely remove the influence of long-term warming trends.
Second, the worsening of thermal comfort has been demonstrated using the Heat Index (HI) as a proxy. The increase in HI values over the past 74 years reveals that subjective thermal stress has intensified, particularly during events held around the afternoon. Relative humidity is higher in the evening than in the afternoon. However, thermal comfort decreases in the afternoon because the temperature is significantly higher in the afternoon than in the evening. The HI values combine air temperature and relative humidity derived from reanalysis datasets; however, these values from 1951 to 2024 represent open-area conditions and do not fully capture the thermal experience within urban squares [
8]. These spaces, where human towers are traditionally built, are densely packed during exhibitions and influenced by surrounding buildings, shaded areas, and wind corridors. As noted in
Section 3.2, assessing thermal comfort at the square level requires localized evaluation [
13,
15,
27]. In 2024, specific conditions were analysed in situ for four evening exhibitions, providing critical insights into the participants’ experiences. Performing human tower exhibitions in the evening does not guarantee thermal comfort, especially when people are exposed to solar radiation. Temperatures in the evening have been rising in the last few decades, and relative humidity records are higher in the evening, particularly in towns near the sea. Urban morphology plays a crucial role in shaping thermal environments, and further research is necessary to monitor and model microclimatic variability in performance spaces [
10].
Rising evening temperatures, combined with the persistence of urban heat island effects in the evening and after sunset, suggest that additional adaptive measures will need to be considered to sustain safe and comfortable conditions for both participants and audiences. This was highlighted by Saladié et al. [
22] after conducting workshops with two human tower teams. The results of this study provide information to evaluate whether it is better to move exhibitions from midday to evenings. Those adaptation measures must be seriously considered to ensure the well-being and safety of both human tower builders and attendees. Increasing shaded areas, providing access to cool drinking water, and promoting sun protection (e.g., hats and sunscreen) are necessary first steps. More structural adaptations, such as rescheduling exhibitions to evening hours, have already been adopted in some cases—e.g.,
Diada de Les Santes in Mataró,
Diada de la Festa Major in Llorenç del Penedès, or
Diada de la Festa Major in La Bisbal del Penedès. The exhibitions have been adjusted to later hours in response to the excessive afternoon heat. However, other measures must be reinforced: pre-existing practices (e.g., water breaks and shaded waiting areas) should be expanded and new ones considered, such as reducing the duration of the exhibitions. Ultimately, the goal is to safeguard participants’ health while maintaining the integrity of the tradition. Excessive heat can cause dehydration, dizziness, and heatstroke and, importantly, may also compromise tower stability, increasing the risk of collapse and injury.
Finally, this study raises the broader question of whether maximum temperature thresholds should be defined for outdoor physical activities, similarly to what is being considered in the context of outdoor labour [
28] and some sports [
29,
30,
31]. While evening scheduling mitigates many of the thermal risks, the increase in heat stress indicators suggests that more straightforward guidelines or protocols could enhance safety and preparedness for intangible cultural events in a warming climate.
5. Conclusions
This study has demonstrated that thermal conditions during summer human tower exhibitions in Catalonia have worsened over the past seven decades, with a clear increase in both air temperature and thermal discomfort as measured by the Heat Index. The analysis of four evening exhibitions in 2024 supports the hypothesis that evening hours offer more suitable thermal conditions than midday, although the long-term warming trend affects all periods of the day. Thermal comfort has decreased in three of the four sites in recent years.
However, several limitations must be acknowledged. This study focuses on a single year (2024) and only four exhibitions, which constrains the temporal and spatial generalizability of the findings. Longitudinal analyses spanning multiple years and a broader range of locations—including events held outside the summer season—are necessary to develop a more comprehensive understanding of the evolving thermal risks. Furthermore, the Heat Index used in this study incorporates only air temperature and relative humidity, without accounting for additional meteorological or urban factors, such as solar radiation, wind, shading, or surface materials, which influence real thermal comfort in urban squares. The Heat Index may underestimate thermal discomfort under high solar radiation during the day. Therefore, resulting values should be interpreted cautiously when assessing local thermal stress. Finally, the placement of the sensors in the square (sun versus shade) can introduce a certain bias. The resulting data reflect the environmental conditions where the sensor is positioned.
Another important consideration for future research is the potential impact of late-summer evening thunderstorms, which are relatively common in Catalonia and often coincide with the timing of these cultural events. While evening scheduling reduces heat-related stress, it may also increase exposure to sudden weather instability, with implications for safety and event management. A systematic analysis of precipitation and storm risk during these timeframes would complement thermal assessments and support more holistic adaptation planning.
Taken together, these findings underscore the urgency of initiating a broader and more inclusive dialogue on how to best adapt human tower exhibitions to a changing climate. This discussion should involve event organizers, casteller teams, and public authorities, with the shared aim of developing culturally sensitive and collectively agreed-upon strategies. These may include schedule modifications, heat mitigation measures, real-time weather monitoring, and emergency protocols.
Ultimately, adaptation is not only about reducing risk—it is about ensuring that human towers, a living tradition recognized by UNESCO as an intangible cultural heritage of humanity, can continue to be performed safely, inclusively, and sustainably in the face of climate change.