3. Results and Discussion
The methodological design explicitly incorporates the use of LLs, conceived as an open, collaborative, and iterative environment in which stakeholders can jointly explore problems, co-produce knowledge, and formulate actionable policy recommendations.
In this context, the LLs function as a social innovation instrument [
14,
15] enabling the integration of experiential knowledge from farmers, public authorities, water utilities, research institutions, and civil society actors. Such participatory mechanisms are increasingly recognized as essential for addressing complex sustainability challenges, particularly those involving resource management, environmental risks, and socio-technical transitions, where traditional top-down decision-making often proves insufficient [
20].
Through a sequence of guided workshops, thematic discussions, and co-design sessions, stakeholders contributed to the identification of key barriers, opportunities, and priorities related to treated wastewater reuse. This process not only facilitated the collection of qualitative insights but also enhanced the legitimacy, robustness, and local ownership of the resulting policy proposals. By embedding stakeholder deliberation within the broader methodological framework, the study illustrates how participatory approaches can support evidence-based policy design and strengthen the alignment between municipal strategies, such as the PCC framework, and the practical needs and expectations of end-users.
3.1. GIDA Wastewater Treatment Plant
Prato is one of the largest textile districts in Europe, with over 7,200 SMEs. Since 1981, the city’s centralized wastewater treatment system, managed by GIDA S.p.A., has exemplified a closed-loop model integrating industrial and domestic wastewater treatment. GIDA was established in response to Italian Law 319/76, which required wastewater treatment for industrial facilities. Instead of obliging each textile company to build its own treatment plant, local authorities and industry leaders jointly created a centralized plant, generating economies of scale and environmental benefits. GIDA’s Baciacavallo wastewater treatment plant (WTP) processes a mix of domestic and industrial wastewater. It serves around 400 textile SMEs through a 75 km industrial aqueduct, one of Italy’s largest, covering 1.5 million m². Treated water is returned to textile factories for reuse, effectively closing the water loop. The plant includes two water lines and operates in several phases: (i) Pre-treatment: Wastewater undergoes coarse and fine screening, solid removal (EWC 19.08.01), and grit separation in four 50 m³ sand traps. (ii) Primary treatment: Coagulation (with ferric chloride and anionic polymer) and sedimentation take place in mixing and settling tanks. Separated sludge is extracted and thickened. (iii) Biological (secondary) treatment: The effluent enters four oxidation/nitrification tanks with surface aerators, followed by sedimentation. Sludge is partially recycled or sent for further thickening. (iv) Tertiary treatment: Includes chemical treatment (aluminum trichloride and polymers), followed by ozonation to reduce color and residual surfactants. Ozone is produced on-site from liquid oxygen via high-voltage discharge, then injected through porous disks into contact basins. (v) Sludge treatment: Excess sludge from all stages is thickened, dewatered (to 25–27% dry matter), and either incinerated on-site or transported offsite. The incinerator operates with a 100 t/day capacity and includes post-combustion, a scrubber, and continuous emission monitoring (e.g., CO, TOC, SO₂, NO₂, dust).
To evaluate the suitability of reclaimed water from the GIDA treatment plant for agricultural reuse, we compared the annual average values obtained from monthly chemical analyses conducted in 2023 with the threshold limits established for the four reuse classes (A to D) under Regulation (EU) 2020/741, as summarized in
Table 1.
The GIDA effluent demonstrates good performance across most monitored parameters. Specifically, E. coli levels are consistently non-detectable (0 cfu/100 mL), significantly below the Class A threshold of ≤10 cfu/100 mL, indicating a high level of microbiological safety. Similarly, values for Biochemical Oxygen Demand (BOD5) and Total Suspended Solids (TSS) fall well within Class A limits, with readings of <5 mg/L and <10 mg/L respectively.
Nutrient parameters also show favorable results: Total phosphorus is 0.94 mg/L, and Total nitrogen is 15.5 mg/L, both values aligned with the permissible range for all classes. The temporal pattern of total phosphorus exhibits values at or close to the detection limit (<0.1 mg/L) during the winter and early spring (January–March), followed by sporadic increases in late spring and summer (e.g., 0.68 mg/L in May, 0.84 mg/L in July). The highest concentrations occur in early autumn (2.30–2.39 mg/L in October), before stabilizing again around lower values toward December. Regarding total nitrogen, the variance, calculated at 16.80, and the standard deviation of 4.10 mg/L, demonstrate that its measurements exhibited greater fluctuation compared to phosphorus. The minimum total nitrogen concentration observed was 7.89 mg/L in April, while the maximum reached 26.4 mg/L in June. Notable features of the data include relatively high concentrations during winter months, ranging from 12 to 19 mg/L. A pronounced peak was recorded in early summer, with June showing the highest value (26.4 mg/L), which may be associated with increased industrial activity or reduced nitrification efficiency due to temperature stress. Additionally, a secondary peak occurred in July, with levels at 22.2 mg/L. Toward late autumn and early winter, concentrations tended to stabilize, remaining within the range of 13 to 16 mg/L. However, a notable exceedance is observed in ammonium nitrogen (NH₄⁺) concentration, showed marked temporal variability throughout the year 2023, with an annual mean of 1.10 mg/L but several episodic peaks exceeding 5 mg/L. Such fluctuations, likely attributable to variations in industrial loads (i.e. high influent ammonium concentrations linked to the industrial component of the wastewater, particularly from the textile sector), seasonal temperature shifts, and biological process dynamics, result in non-compliance with the 2 mg/L threshold established by Regulation (EU) 2020/741. Despite the generally low annual mean, compliance requires systematic, not occasional, adherence to threshold values. The presence of multiple monthly peaks exceeding 2 mg/L means that the effluent does not consistently comply with the ammonium limit for any reuse class (A–D). From a policy and planning perspective, the presence of a single non-compliant parameter underlines the importance of parameter-specific compliance monitoring, especially when reclaimed water is intended for high-value agricultural uses. It also underscores the need for targeted investments and technical upgrades if the goal is to expand the role of reclaimed water in supporting local food systems, as envisioned within the PCC framework.
3.2. Prato Circular City framework
The city of Prato has adopted an ambitious vision for sustainability, positioning the circular economy not only as a strategy for efficient waste management but as a transformative paradigm for urban development. The PCC Framework encompasses various interrelated domains, including modular and flexible building design, renewable and resilient energy systems, sustainable urban mobility, urban bioeconomy, and production systems oriented towards resource efficiency, reuse, recycling, and recovery. Circularity is placed at the core of the city’s innovation and development policies, embedded in a broader integrated planning framework based on digital and ecological transitions, economic development support, and inclusive urban policies. The framework was launched in July 2020 and shaped as a permanent living lab involving local stakeholders. The initiative seeks to overcome the main barriers to the circular transition by pursuing three complementary directions: Better Regulation, Better Funding, and Better Knowledge. These pillars aim respectively to influence regulatory frameworks at regional, national, and EU levels; to mobilize appropriate financial resources and partnerships; and to strengthen awareness and knowledge across all levels of society. Its operational focus revolves around four interconnected domains: the textile and apparel district, urban resource management, circular consumption, and sustainable urban agriculture.
The methodological approach is structured around thematic working groups composed of relevant stakeholders. Each working group follows a step-by-step process that includes stakeholder identification, topic selection, collaborative discussion, proposal drafting, external feedback, and the development of an operational action plan. The process also incorporates an initial diagnostic phase in which participants identify existing initiatives, good practices, regulatory frameworks, and funding opportunities. This is used to assess feasibility and relevance through a decision tree, allowing the group to select and refine actions that are both meaningful and implementable. Overall, the incorporation of a living-lab methodology demonstrates that policy relevance and feasibility are significantly enhanced when technical assessments are coupled with participatory governance processes, ultimately contributing to the development of more adaptive, context-sensitive, and socially accepted solutions for circular water management.
As of April 2024, PCC has held 64 meetings, including 17 specifically dedicated to urban agriculture. These meetings addressed issues such as the promotion of short food supply chains for school canteens, the development of the local brewing sector, and the signature of a Memorandum of Understanding to support Prato’s agri-food heritage. In this domain, agriculture is seen both as a provider of ecosystem services in urban and peri-urban settings, and as a tool for social and environmentally sustainable employment policies. The goal is to promote the production and distribution of local, autochthonous varieties through short supply chains, particularly within the PAP and municipal school canteens.
3.3. Local Farming
The PAP covers approximately 8,000 hectares in the peri-urban area between Florence and Prato, encompassing eight municipalities and serving a population of over 720,000 residents [
21]. Historically devoted to intensive agriculture, the area supports traditional crops (cereals, vegetables, fruit trees, olives, and vines) mapped by ARTEA, which in 2023 recorded some 3,900 ha of agricultural land and 327 enterprises benefiting from EAFRD funds for rural development [
22]. Established by Tuscan Regional Resolution No. 161 of 16 July 2014, the PAP willing to function as an “organizing element” for the protection and regeneration of peri-urban rural zones [
21]. In 2018 it was also designated as an Integrated Territorial Project for biodiversity measures, climate adaptation, and sustainable resource management [
23]. Although the PAP have been in place since 2007, the adoption of agroecological practices remains patchy, and farms, often small in scale, report logistical and regulatory barriers to accessing innovative irrigation technologies [
24].
Due to data constraints, it is not possible to precisely determine the actual spatial distribution of cultivated plots in relation to the PAP’s perimeter. Concerning crop typologies, ARTEA data present inconsistencies in classification and terminology, which limits their reliability for detailed sectoral analysis. Among the 14 farms interviewed for this paper, cereals and arable crops are most common (14 farms), with horticulture following (7 farms). Livestock farming (cattle) and forage crops each account for 3 farms, while viticulture and olive cultivation each represent 2 farms. Smaller shares are recorded for nursery production, textile crops such as flax and hemp, legumes, oilseed crops, and apiculture. Overall, despite certain data limitations, the sample provides a meaningful representation of the agricultural activities formally registered within the PAP area and offers a sufficiently robust basis for qualitative and exploratory quantitative analysis.
3.4. Perceptions of Reclaimed Water in Irrigation
The survey highlights a farming system under increasing climatic pressure, characterized by cautious adaptation strategies, strong local embeddedness, and growing awareness of environmental challenges. These conditions provide fertile ground for introducing alternative water sources, such as treated wastewater, provided that economic, technical, and governance concerns are adequately addressed through participatory and policy-integrated approaches. Most interviewed farms are affiliated with a farmers’ association. Approximately 80% of respondents are members of a professional organization, mainly Coldiretti and CIA. Only 20% report no current membership, often motivated by dissatisfaction with the availability or effectiveness of technical support. This high level of association membership suggests a generally good level of institutional embeddedness and access to collective services, which may facilitate information dissemination and policy engagement. About 53% of the interviewed farms participate in local markets or short food supply chains, such as Terra di Prato, Campagna Amica, or other local farmers’ markets. The remaining 47% mainly sell through intermediaries or wholesale channels, especially cereal producers. Farms engaged in direct sales show greater proximity to consumers and stronger links to local food systems, potentially enhancing acceptance of sustainability-oriented practices, including reclaimed water reuse. The agricultural system in the study area is highly diversified. Approximately half of the farms are primarily engaged in horticultural production, often combined with fruit trees and olives, while around one third focus mainly on cereal crops and fodder, frequently under rainfed conditions. A smaller number specialize in ornamental plants or mixed systems. Crop rotation is widely practiced, and several farmers highlight adaptive strategies in response to climate stress, such as reducing maize cultivation due to drought-related yield losses and mycotoxin risks. The majority of respondents (about 80%) report no substantial change in cropping systems over the last five years. When changes occurred, they were mainly driven by climatic constraints, particularly water scarcity and heat stress, rather than by market incentives or policy measures. This indicates a relatively conservative production structure, with adaptation occurring incrementally rather than through radical shifts. Only a small minority of farms (approximately 15–20%) report planned changes in cropping systems in the coming years. Proposed changes include experimentation with alternative crops (e.g., hemp or flax) or minor adjustments within existing rotations. Overall, uncertainty related to climate conditions and economic returns discourages proactive transformation, reinforcing the need for supportive policies and risk-sharing mechanisms. Yield reductions have been widely experienced. Ten farmers reported that they had experienced periods of reduced production in recent years. These events are mainly associated with summer droughts, prolonged heatwaves, floods, and pest outbreaks. The temporal concentration of production losses between June and October underscores the vulnerability of local agriculture to seasonal water stress. Extreme weather impacts are even more pronounced. More than 70% of respondents report having suffered significant crop damage due to anomalous meteorological events, including floods and prolonged droughts. In several cases, damages reached near-total crop losses (up to 100%) or resulted in substantial economic losses (up to tens of thousands of euros). These findings confirm the increasing exposure of peri-urban agriculture to climate-related risks. Knowledge of the PAP is relatively widespread. About 67% of respondents are aware of the initiative, often through previous projects, institutional roles, or professional networks. However, awareness does not necessarily translate into active involvement, suggesting untapped potential for stronger integration between agricultural policies, territorial planning, and circular economy initiatives. Irrigation practices are heterogeneous. Approximately 53% of farms rely primarily on groundwater wells, while about one third cultivate mainly under rainfed conditions. A smaller group combines rainwater harvesting, storage tanks, surface water bodies, or municipal water supplies. Drip irrigation systems are widely adopted among irrigating farms, indicating an existing orientation toward water-efficient technologies. About 40% of the farmers interviewed report experiencing seasonal water scarcity, particularly during the summer months. Others do not report direct water shortages but highlight indirect climate-related constraints, such as soil crusting and reduced fertility caused by extreme heat. Interestingly, some farms face the opposite problem (excess water and flooding) emphasizing the dual challenge of water scarcity and water surplus in the local context.
Figure 1 illustrates the agricultural land registered within the PAP located inside the administrative boundaries of the Municipality of Prato. Parcels that both fall within the PAP perimeter and are listed in the ARTEA database are highlighted in yellow. The map shows that the main wastewater treatment plant of Baciacavallo, operated by GIDA, is situated in close proximity to, and largely surrounded by, PAP agricultural land. The water distribution network depicted in blue corresponds to the so-called “separate sewer system”. Thus, in the industrial district east of the GIDA treatment plant, where textile companies are predominantly located, this network is used to redistribute treated wastewater back to industrial users, operating within a circular economy framework. By contrast, the aqueduct extending across the rest of the urban area toward the western boundary of Prato is currently employed primarily for non-potable purposes, such as supplying water for street-level fire prevention systems. Notably, the branch of the network reaching the western sector, characterized by a significant belt of agricultural land, could potentially be upgraded to enable the distribution of treated wastewater for irrigation purposes. Such an intervention would require relatively limited infrastructural modifications and may therefore be technically feasible from an engineering and planning perspective.
The following SWOT analysis integrates empirical evidence from farmers’ interviews and LLs activities within the PCC initiative and aligns them with the emerging local food policy framework of the Municipality of Prato. The results indicate cautious optimism toward water reuse, consistent with other studies in Italy and the Mediterranean. Farmers see reclaimed water as a solution to climate-related shortages but emphasize the need for coordination, risk management, and economic feasibility. The Prato case underscores the value of integrating reuse into urban policies, connecting environmental aims with local food systems and service innovation. However, fragmented responsibilities, unclear regulations, and infrastructure gaps present major challenges. Effective water reuse requires collaboration among utilities, municipalities, farm groups, and regional authorities to transition beyond pilot programs.
Table 2.
SWOT analysis based on empirical evidence from farmers’ interviews and LLs activities within PCC.
Table 2.
SWOT analysis based on empirical evidence from farmers’ interviews and LLs activities within PCC.
| Dimension |
Evidence from farmers’ survey and Living Labs |
Link with Prato Circular City framework |
Link with Prato Urban Food Policy framework |
| Strengths |
High awareness of climate change impacts on agriculture. General openness to reclaimed water reuse if quality and safety are guaranteed. Strong collaborative attitude among farmers, institutions, and research actors. Familiarity with GIDA and existing industrial water reuse practices. |
Reinforces Better knowledge through shared learning and co-design. Living Labs function as a stable arena for dialogue and experimentation. Builds on Prato’s consolidated experience in circular water management. |
Strong producer–consumer relationships and short supply chains enhance trust. Local, traceable, seasonal food production supports acceptance of sustainable practices. Educational role of local food systems can facilitate communication on water reuse. |
| Weaknesses |
Limited technical knowledge of agricultural water reuse experiences. Economic concerns regarding water pricing and investment costs. Uncertainty about supply continuity and infrastructure reliability. Fear of negative consumer perception regarding food safety. |
Indicates the need for targeted capacity building under Better knowledge. Highlights economic barriers to be addressed via Better funding. Suggests communication gaps in the circular transition. |
Limited production capacity of local farms increases vulnerability. Weather-related variability affects market participation and planning. Risk that sustainability innovations may not be equally accessible to all producers. |
| Opportunities |
Increasing drought frequency strengthens the need for alternative irrigation sources. Interest in pilot projects supported by public funding and technical assistance. Positive perception of participatory governance approaches. Proximity to peri-urban agricultural areas and the Agricultural Park of the Prato Plain. |
Strong alignment with Better funding through EU and regional instruments. Supports integrated water–food–urban strategies. Living Labs enable testing and scaling of circular solutions. |
Growing consumer demand for sustainable and local food. Educational and cultural events can enhance acceptance of reclaimed water use. Urban food policies provide a platform to link water reuse with food security and resilience. |
| Threats |
Uncertainty about long-term governance and maintenance of reuse infrastructure. Regulatory complexity and authorization procedures. Risk of low social acceptance if food safety concerns persist. Misalignment between institutional timelines and farmers’ needs. |
Calls for Better regulation and multilevel policy coordination. Highlights the role of Prato Circular City as a governance interface. Emphasizes trust-building mechanisms. |
Increasing climate extremes threaten agricultural continuity. Competition from large-scale retail and non-local products. Risk of declining institutional support for local food systems and farmers. |