Seasonal Terpene Variability in Pinus nigra Needles from Urban and Natural Sites: Insights for Health-Related Ecosystem Services
Abstract
1. Introduction
2. Materials and Methods
2.1. Location Description
2.2. Lab Analysis
2.3. Statistical Analysis
3. Results
4. Discussion
4.1. Patterns of Terpene Variability Across Season and Site
4.2. Implications for Forest Therapy
4.3. Study Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Compound | Season p-Values | Location p-Values | Season × Location p-Values |
|---|---|---|---|
| γ-cadinene | 0.0051 ** | 0.7598 | 0.0123 |
| germacrene D | 0.0177 * | 0.7845 | 0.1194 |
| β-Pinene | 0.2815 | 0.3212 | 0.8739 |
| bornyl acetate | 0.3806 | 0.3706 | 0.3710 |
| sabinene | 0.9981 | 0.0002 *** | 0.1384 |
| α-muurolene | 0.0119 * | 0.0382 * | 0.0341 * |
| α-farnesene | 0.0644 . | 0.0097 ** | 0.0070 ** |
| humulene | 0.0910 . | 0.0012 ** | 1.02 × 10−9 *** |
| terpinolene | 0.1435 | 0.0345 * | 0.9287 |
| tricyclene | 0.3545 | 0.0063 ** | 0.7870 |
| α-pinene | 0.4024 | 0.1200 | 0.1762 |
| β-cadinene | 0.4991 | 0.0504 | 0.7367 |
| caryophyllene oxide | 0.2510 | 0.1200 | 0.2000 |
| cis-β-farnesene | 0.0151 * | 0.1986 | 4.42 × 10−13 *** |
| α-phellandrene | 0.0817 . | 0.0442 * | 1.38 × 10−10 *** |
| trans-β-ocimene | 0.0910 . | 0.2082 | 0.6077 |
| limonene | 0.0914 . | 0.0206 * | 0.2326 |
| camphene | 0.2927 | 0.0336 * | 0.8503 |
| β-myrcene | 0.3166 | 0.2128 | 0.1869 |
| γ-terpinene | 0.7339 | 0.1623 | 0.2599 |
| trans-caryophyllene | 0.8266 | 0.0005 *** | 0.8135 |
| df | Sum of Squares | R2 | F-Value | p-Value | |
|---|---|---|---|---|---|
| Season | 2 | 0.0557 | 0.2199 | 3.2065 | 0.001 ** |
| Location | 1 | 0.0609 | 0.2405 | 7.0116 | 0.001 *** |
| Season × Location | 2 | 0.0324 | 0.1281 | 1.8673 | 0.0670 . |
| Residual | 12 | 0.1042 | 0.4115 | ||
| Total | 17 | 0.2531 | 1 |
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Zorić, M.; Kesić, L.; Ilić, M.; Karaklić, V.; Višacki, V.; Vaštag, E.; Orlović, S. Seasonal Terpene Variability in Pinus nigra Needles from Urban and Natural Sites: Insights for Health-Related Ecosystem Services. Forests 2026, 17, 785. https://doi.org/10.3390/f17070785
Zorić M, Kesić L, Ilić M, Karaklić V, Višacki V, Vaštag E, Orlović S. Seasonal Terpene Variability in Pinus nigra Needles from Urban and Natural Sites: Insights for Health-Related Ecosystem Services. Forests. 2026; 17(7):785. https://doi.org/10.3390/f17070785
Chicago/Turabian StyleZorić, Martina, Lazar Kesić, Marko Ilić, Velisav Karaklić, Vladimir Višacki, Erna Vaštag, and Saša Orlović. 2026. "Seasonal Terpene Variability in Pinus nigra Needles from Urban and Natural Sites: Insights for Health-Related Ecosystem Services" Forests 17, no. 7: 785. https://doi.org/10.3390/f17070785
APA StyleZorić, M., Kesić, L., Ilić, M., Karaklić, V., Višacki, V., Vaštag, E., & Orlović, S. (2026). Seasonal Terpene Variability in Pinus nigra Needles from Urban and Natural Sites: Insights for Health-Related Ecosystem Services. Forests, 17(7), 785. https://doi.org/10.3390/f17070785

