Based on the above-mentioned taxonomy, we can report some examples that use similar technologies to evaluate NBS performance while using technology “in” green and “for” green.
4.1 VARCITIES Project
For instance, within the VARCITIES project, almost all demos and several partners are engaged in testing and developing technologies to achieve multiple purposes related to NBS.
Concerning the technology “in” green, it is worth mentioning that some municipalities have shown interest in exploring this concept further, moving towards a phygital solution, where the digital advanced content is made available to citizens and visitors through a physical installation. The city of Castelfranco Veneto is discussing with the project partner Eurac for the possible implementation of a totem equipped with an LCD touchscreen and audio system to be placed nearby the demo site of the historical garden of Villa Revedin Bolasco. The totem would make the activity of the VARCITIES project recognizable to citizens. For example, the explanation of scientific experiments conducted by the University of Padova on perceived restorativeness and benefits associated with exposure to nature in a garden (Sella et al.
2023) or effects of the landscape related to physiological and environmental parameters (Pirotti et al.
2022) would be accessible to non-experts and thus contribute to sharing the main results with adults and children. It would also serve cyclists and provide a charging point for smartphones and e-bikes, encouraging sustainable tourism and access to digital services. Moreover, it would show data coming from the H&WB platform (described in the next paragraph), adjusted for a better user experience considering the different framework conditions (larger screen, open-air location, specificity of the site), integrated with local info on touristic amenities and activities, and possible additional services or gamification tools. Similar installations have been already tested in smart city projects, e.g., the Sinfonia project in Bolzano—IT, see Grilli et al. (
2018), but so far have never been conceived to interact with NBS or activities.
All pilot cities in VARCITIES are going to equip the demo sites with a large variety of IoT sensors, including wearable ones, according to the specific aim of some scientific experiments or the intention to monitor and report local environmental characteristics or users’ habits and performance. For example, in the historical garden of Villa Revedin Bolasco the University of Padova (department of Agroforestry) installed several sensors to monitor microclimate conditions in various places in the garden and equipped a small, unmanned vehicle (a so-called rover) operated either by remote control or by an integrated GNSS system to gather data on the microclimate condition related to specific places in the garden. They also used a multispectral camera or portable sensor for vegetation index estimation and terrestrial laser scanning of “healthy areas” for 3D point cloud generation and AR/VR. Some benches have been turned into “smart” ones able to record the number of users sitting there and provide data on the effectiveness of their positioning along pedestrian paths.
Within the research and development activities granted by the project, the partner Sensedge is providing some demos with an advanced version of its “Senstick”, a LoRaWAN sensor designed to generate reliable and quality data in harsh indoor and outdoor environments. The Senstick already includes sensors’ functionalities such as environmental parameters (air temperature, relative humidity, and pressure), solid parameters (temperature, moisture). In VARCITIES, further evolution of the Senstick will support researchers and public administrations to understand and monitor thermal comfort in cities better. Another industrial partner Cyclopolis in Greece is developing and testing an innovative sensor to be mounted on any bicycle and able to monitor the air quality during movement from one location to another and relate it to the vehicle’s position. Measured parameters include Particulate Matter (PM) sized 1, 2.5, and 10 μm, as well as temperature and humidity, while a GPS tracks the location.
Finally, in the demo case of Gzira, Malta which consists of greening and the social improvement of small public spaces along today’s busy streets, a citizen science campaign is taking place that involves residents in measuring and reporting air quality and wind using low-cost sensors.
Regarding the second macro category of this framework technology “for” green; a so-called Health and Well-being (H&WB) platform is going to be designed and implemented by IES. The H&WB platform will be a visualization and management tool, a nature-focused digital twin to show KPIs and live and collected data in suitable and engaging ways to different STKs through specific dashboards. It will be developed using previous experience and iPIM and iCIM cloud-based tools provided by the project partner IES. 3D models of each pilot city will be accessible on the internet. The aim is to provide the final information to be published on the platform that is understandable and engaging for everyone by maximizing interaction and usability.
The project partner DEKKA is also developing an augmented reality platform to further engage citizens by placing digital elements in physical demo spaces and enhancing the visitor experience. Visitors can use it in combination with holovision glasses and enter an innovative and rewarding user experience.
Again, in the Castelfranco Veneto pilot scheme, additional wearable sensors have also been used by volunteers involved in physiological experiments designed by the Neural science department at the University of Padova to monitor and track the changes in the brain activity of visitors and relate them to various positions in the garden, microclimate parameters and aesthetic characteristics (eye-tracker glasses and portable electroencephalogram). Moreover, some smartphones with GPS and accelerometers are available to vulnerable visitors that are also equipped with a special app designed to provide real-time information on their position in the garden and request assistance on request or automatically in the event of tripping.
Alongside the development of scientific studies, EURAC engaged citizens and stakeholders in some remote and in-person evaluation activities related to the perception of societal value delivered by the foreseen execution of such innovative initiatives: social return on investment calculation in the Castelfranco Veneto choice experiment and willingness to pay elicitation in Gzira.
4.2 CLEVER Cities Project
CLEVER Cities, on the other hand, is an EU-funded project that did not rely so much on the technological components in its initial phase of co-creation planning and setting up of an urban innovation partnership (see Mahmoud and Morello
2021). Nonetheless, the co-design and co-monitoring phases have made extensive use of technological devices to enhance green spaces to focus on citizen engagement and co-monitoring processes, in particular e-participation techniques boosted by the COVID-19 pandemic.
Technology “
in” green was mainly carried out during the environmental monitoring phases of the project lifetime started in 2021 in two living labs in Milan (Mahmoud and Morello
2023). Technological aspects were employed in order to help the co-monitoring of NBS environmental performance starting in 2022. In one of the urban living labs in Milan—IT, the so-called CLEVER Action Lab 1 aimed at diffusing green roofs and walls city wide, sensors in a two-story green wall of a public transport company ATM-owned depot building (via Giambellino 121) were used to monitor pollutants detection on leaves (ongoing) as well as for irrigation control of plants through the irrigation system. In another example in Milan, the CLEVER Action Lab 3, a public space adjacent to the new Tibaldi-Bocconi train station thermal camera drone flights helped to map the land surface temperature of the site prior to and after greening interventions implementation.
Meanwhile, technology “
for” green was extensively used throughout the co-designing phase of the project. For instance, in the three living labs in Milan, the use of e-participation in all co-creation phases was widely used through digital meetings, interactive digital boards, and interface repositories. In addition, digital boards and online surveys supported co-monitoring activities and guaranteed continuity and willingness to participate in the co-creation process (Mahmoud and Morello
2018). Specifically, technology was used for data collection as well as in a repository hub to monitor and evaluate the social impact of NBS on local communities using online questionnaires distributed via QR codes and newsletters (Mahmoud et al.
2021).
Another example is the DIPAS
Digitales Partizipation system, an e-participation and decision-making support system was implemented in the municipality of Hamburg, Germany (Arlati et al.
2021). Moreover, in Milan, a digital archive was collaboratively built thanks to a public call launched by the municipality in 2022 to award the best green roof and green wall solutions. “
Premia il tuo verde” (translated: Reward your Green) became an online collaborative mapping experience that helped the city to detect the best practices of green roofs and walls around the city.