Soil De-Sealing and Recycled Aggregates Application: One Year of Monitoring
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area and Experimental Design
2.2. Soil Sampling and Analyses
2.3. Leaching Test and Percolation Water
2.4. Bacterial Community Characterisation
2.5. Data Processing and Analysis
3. Results
3.1. Pedoclimatic Factors
3.1.1. Soil Temperature
3.1.2. Soil Water Content
3.1.3. Oxygen Content in Soil Air
3.2. Soil Properties
3.3. Percolation Water
3.4. Bacterial Community Composition
3.5. Soil, Pedoclimate and Bacterial Communities
4. Discussion
4.1. De-Sealing Effects on Pedoclimate Factors
4.2. Temporal Changes in Soil Properties and RA Effects
4.3. Bacterial Community Composition and Evolution
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Sensor Data Processing
References
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| Parameter | Period | D10 | D30 | S1 | S2 |
|---|---|---|---|---|---|
| T (°C) | Winter | 6.6 ± 1.7 | 7.3 ± 1.3 | 6.9 ± 2 | 6.6 ± 2 |
| Spring | 15.2 ± 3.6 | 14.8 ± 3.3 | 17.5 ± 4.3 | 16.5 ± 3.9 | |
| Summer | 25.1 ± 1.8 | 24.4 ± 1.8 | 31.6 ± 3.4 | 30.4 ± 3.5 | |
| Autumn | 16 ± 5.6 | 16.9 ± 5.2 | 18.6 ± 6.2 | 17.8 ± 6 | |
| Annual | 15.7 ± 7.4 | 15.9 ± 6.9 | 18.7 ± 9.7 | 17.8 ± 9.4 | |
| SWC (%) | Winter | 27.1 ± 1.3 | 26.8 ± 1.4 | 22.4 ± 2.1 | 28.4 ± 4.9 |
| Spring | 28.2 ± 1.7 | 28.2 ± 1.7 | 19.3 ± 0.4 | 31.9 ± 1.8 | |
| Summer | 20.8 ± 4.7 | 21.5 ± 4.7 | 18.3 ± 0.2 | 27.8 ± 1.6 | |
| Autumn | 25.8 ± 2.8 | 26.4 ± 2.9 | 21.8 ± 5.2 | 30.1 ± 4.4 | |
| Annual | 25.5 ± 4 | 25.7 ± 3.9 | 20.4 ± 3.3 | 29.6 ± 3.9 | |
| O2 (%) | Winter | - | 17.4 ± 0.9 | 1 * | 14.5 ± 1.8 |
| Spring | - | 15.7 ± 1.9 | 1 * | 10.6 ± 2.4 | |
| Summer | - | 12.8 ± 1.9 | 1 * | 12.5 ± 1.2 | |
| Autumn | - | 14.3 ± 1.9 | 1 * | 12.6 ± 2.4 | |
| Annual | - | 15.1 ± 2.4 | 1 * | 12.6 ± 2.4 |
| Parameter | Period | D30—S1 | D30—S2 | S2—S1 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Effect Size | Cliff’s δ | Interpretation | Effect Size | Cliff’s δ | Interpretation | Effect Size | Cliff’s δ | Interpretation | ||
| T (°C) | Winter | 0.4 | 0.139 | Negligible | 0.8 | 0.235 | Small | −0.3 | −0.104 | Negligible |
| Spring | −2.7 | −0.359 | Medium | −1.7 | −0.251 | Small | −1 | −0.149 | Small | |
| Summer | −7.2 | −0.932 | Large | −5.9 | −0.829 | Large | −1.2 | −0.220 | Small | |
| Autumn | −1.7 | −0.145 | Negligible | −0.9 | −0.057 | Negligible | −0.8 | −0.097 | Negligible | |
| Annual | −2.8 | −0.144 | Negligible | −1.9 | −0.093 | Negligible | −0.8 | −0.052 | Negligible | |
| SWC (%) | Winter | 4.5 | 0.993 | Large | −1.6 | −0.146 | Negligible | 6 | 0.805 | Large |
| Spring | 8.8 | 1 | Large | −3.8 | −0.877 | Large | 12.6 | 1 | Large | |
| Summer | 3.2 | 0.432 | Medium | −6.3 | −0.845 | Large | 9.5 | 1 | Large | |
| Autumn | 4.6 | 0.547 | Large | −3.8 | −0.568 | Large | 8.3 | 0.762 | Large | |
| Annual | 5.2 | 0.706 | Large | −3.9 | −0.525 | Large | 9.1 | 0.914 | Large | |
| O2 (%) | Winter | 16.4 * | 1 * | Large * | 2.9 | 0.914 | Large | 13.5 * | 1 * | Large * |
| Spring | 14.7 * | 1 * | Large * | 5.1 | 0.893 | Large | 9.6 * | 1 * | Large * | |
| Summer | 11.8 * | 1 * | Large * | 0.3 | 0.025 | Negligible | 11.5 * | 1 * | Large * | |
| Autumn | 13.3 * | 1 * | Large * | 1.8 | 0.360 | Medium | 11.6 * | 1 * | Large * | |
| Annual | 14.1 * | 1 * | Large * | 2.5 | 0.530 | Large | 11.6 * | 1 * | Large * | |
| Parameter | Treatment | Effect Size | Cliffs_Delta | Interpretation |
|---|---|---|---|---|
| T (°C) | CoA | 0.1 | 0.019 | Negligible |
| VgT | −0.2 | −0.031 | Negligible | |
| SWC (%) | CoA | −0.5 | −0.016 | Negligible |
| VgT | 1.2 | 0.057 | Negligible | |
| O2 (%) | CoA | 0.1 | 0.047 | Negligible |
| VgT | −3.9 | −0.824 | Large |
| Sampling Days | Control Values (mg L−1) | From RAs (mg L−1) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Pb | Cu | Ni | Cr | Zn | Pb | Cu | Ni | Cr | Zn | |
| 6 November 2023 | 0.07 | 0.03 | 0.09 | 0.00 | 0.02 | 0.14 ± 0.13 | 0.03 ± 0.02 | 0.13 ± 0.06 | 0.00 ± 0.00 | 0.02 ± 0.00 |
| 31 January 2024 | 0.06 | 0.01 | 0.03 | 0.00 | 0.01 | 0.02 ± 0.02 | 0.07 ± 0.04 | 0.09 ± 0.08 | 0.00 ± 0.00 | 0.02 ± 0.03 |
| 7 March 2024 | 0.24 | 0.04 | 0.02 | 0.06 | 0.01 | −0.03 ± 0.05 | 0.03 ± 0.02 | 0.03 ± 0.06 | 0.02 ± 0.02 | 0.03 ± 0.05 |
| 11 April 2024 | 0.00 | 0.04 | 0.04 | 0.04 | 0.02 | 0.00 ± 0.00 | 0.03 ± 0.02 | 0.05 ± 0.06 | 0.00 ± 0.01 | 0.02 ± 0.04 |
| 08 May 2024 | 0.00 | 0.04 | 0.06 | 0.03 | 0.02 | 0.00 ± 0.00 | 0.03 ± 0.02 | 0.05 ± 0.05 | 0.00 ± 0.01 | 0.00 ± 0.01 |
| 05 June 2024 | 0.00 | 0.04 | 0.04 | 0.00 | 0.01 | 0.00 ± 0.00 | 0.03 ± 0.02 | 0.05 ± 0.03 | 0.00 ± 0.00 | 0.02 ± 0.03 |
| 24 July 2024 | 0.00 | 0.03 | 0.05 | 0.00 | 0.01 | 0.00 ± 0.00 | 0.01 ± 0.01 | 0.01 ± 0.01 | 0.00 ± 0.00 | 0.00 ± 0.01 |
| Order | Day | pH | CaCO3 | SOC | N | CN | T | SWC | O2 | R2m | R2c |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Caryophanales | 0.059 | 0.14 | 0.31 | ||||||||
| Gemmatimonadales | 0.031 * | 0.22 | 0.47 | ||||||||
| Micromonosporales | 0.374 | 0.732 | 0.05 | 0.57 | |||||||
| Hyphomicrobiales | 0.020 * | 0.016 * | 0.031 * | 0.051 | 0.098 | 0.35 | 0.35 | ||||
| Burkholderiales | 0.097 | 0.09 | 0.49 | ||||||||
| Xanthomonadales | 0.103 | 0.207 | 0.113 | 0.011 * | 0.52 | 0.52 | |||||
| Solirubrobacterales | 0.015 * | 0.055 | 0.25 | 0.25 | |||||||
| Cytophagales | 0.052 | 0.065 | 0.070 | 0.257 | 0.19 | 0.39 | |||||
| Eubacteriales | 0.049 * | 0.002 * | 0.38 | 0.38 | |||||||
| Micrococcales | 0.023 * | 0.003 * | 0.012 * | 0.47 | 0.47 |
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Mascetti, G.; Comolli, R.; Pittino, F.; Gandolfi, I.; Ferré, C. Soil De-Sealing and Recycled Aggregates Application: One Year of Monitoring. Soil Syst. 2025, 9, 128. https://doi.org/10.3390/soilsystems9040128
Mascetti G, Comolli R, Pittino F, Gandolfi I, Ferré C. Soil De-Sealing and Recycled Aggregates Application: One Year of Monitoring. Soil Systems. 2025; 9(4):128. https://doi.org/10.3390/soilsystems9040128
Chicago/Turabian StyleMascetti, Gaia, Roberto Comolli, Francesca Pittino, Isabella Gandolfi, and Chiara Ferré. 2025. "Soil De-Sealing and Recycled Aggregates Application: One Year of Monitoring" Soil Systems 9, no. 4: 128. https://doi.org/10.3390/soilsystems9040128
APA StyleMascetti, G., Comolli, R., Pittino, F., Gandolfi, I., & Ferré, C. (2025). Soil De-Sealing and Recycled Aggregates Application: One Year of Monitoring. Soil Systems, 9(4), 128. https://doi.org/10.3390/soilsystems9040128

