Soil Profile Heterogeneity Strongly Affects Productivity in Young Almond Scion–Rootstock Combinations Grown in Unfertilized Mediterranean Soil
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Site and Environmental Conditions
2.2. Soil Physicochemical Characterization
2.3. Experimental Design and Almond Orchard Management Practices
2.4. Almond Tree Physiological Parameters, Growth, and Almond Productivity
2.5. Leaf and Almond Ionome Analysis
2.6. Statistical Analysis
3. Results
3.1. Soil Physicochemical and Biological Properties
3.2. Almond Physiological Parameters, Growth and Productivity
3.3. Leaf and Almond Ionome
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Food and Agriculture Organization of the United States. FAOSTAT Database. Available online: http://www.fao.org/faostat/en/#data (accessed on 15 November 2025).
- Freitas, T.R.; Santos, J.A.; Silva, A.P.; Fraga, H. Reviewing the adverse climate change impacts and adaptation measures on almond trees. Agriculture 2023, 13, 1423. [Google Scholar] [CrossRef]
- Marco-Noales, E.; Barbé, S.; Monterde, A.; Navarro-Herrero, I.; Ferrer, A.; Dalmau, V.; Aure, C.M.; Domingo-Calap, M.L.; Landa, B.B.; Roselló, M. Evidence that Xylella fastidiosa is the causal agent of Almond Leaf Scorch Disease in Alicante, mainland Spain (Iberian Peninsula). Plant Dis. 2021, 105, 3349–3352. [Google Scholar] [CrossRef]
- Fulton, J.; Norton, M.; Shilling, F. Water-indexed benefits and impacts of California almonds. Ecol. Indic. 2019, 96, 711–717. [Google Scholar] [CrossRef]
- García-Tejero, I.F.; Herencia, J.F.; Cárceles, B.; Rubio-Casal, A.E.; Gálvez, B.; Durán-Zuazo, V.H. Chapter 8-Redesigning soil-water management with sustainable resilience strategies in almond orchards in a Mediterranean environment. In Sustainable Agriculture Under Drought Stress: Integrated Soil, Water and Nutrient Management; Etesami, H., Chen, Y., Eds.; Academic Press: London, UK, 2025; pp. 89–104. [Google Scholar]
- Kopittke, P.M.; Harper, S.M.; Asio, L.G.; Asio, V.B.; Batalon, J.T.; Batuigas, A.M.T.; Gonzaga, A.B., Jr.; Gonzaga, N.R.; De Guzman, M.T.L.; Lumanao, D.M.; et al. Soil degradation: An integrated model of the causes and drivers. Int. Soil Water Conser. Res. 2025, 13, 744–755. [Google Scholar] [CrossRef]
- Wang, X.; Cheng, L.; Xiong, C.; Whalley, W.R.; Miller, A.J.; Rengel, Z.; Zhang, F.; Shen, J. Understanding plant-soil interactions underpins enhanced sustainability of crop production. Trends Plant Sci. 2024, 29, 1181–1190. [Google Scholar] [CrossRef] [PubMed]
- Kintl, A.; Smeringai, J.; Losák, T.; Huñady, I.; Sobotková, J.; Hrusovsky, T.; Varga, L.; Vejrazka, K.; Elbl, J. The effect of soil heterogeneity on the content of macronutrients and micronutrients in the chickpea (Cicer arietinum L.). Soil Syst. 2024, 8, 75. [Google Scholar] [CrossRef]
- Mishra, R.; Singh, D. Role of soil texture and structure in water retention and crop productivity. Int. J. Creat. Res. Thoughts 2025, 13, 2320–2882. [Google Scholar]
- Chen, S.; Du, T.; Wang, S.; Parsons, D.; Wu, D.; Guo, X.; Li, D. Evaluation and simulation of spatial variability of soil property effects on deep percolation and nitrate leaching within a large-scale field in arid Northwest China. Sci. Total Environ. 2020, 732, 139324. [Google Scholar] [CrossRef]
- Yao, R.-J.; Yang, J.-S.; Zhang, T.-J.; Gao, P.; Wang, X.-P.; Hong, L.-Z.; Wang, M.-W. Determination of site-specific management zones using soil physico-chemical properties and crop productivitys in coastal reclaimed farmland. Geoderma 2014, 232–234, 381–393. [Google Scholar] [CrossRef]
- Habib-ur-Rahman, M.; Raza, A.; Ahrends, H.E.; Hüging, H.; Gaiser, T. Impact of in-field soil heterogeneity on biomass and productivity of winter triticale in an intensively cropped hummocky landscape under temperate climate conditions. BMC Agric. 2022, 23, 912–938. [Google Scholar]
- Thorup-Kristensen, K.; Halberg, N.; Nicolaisen, M.; Olesen, J.E.; Crews, T.E.; Hisinger, P.; Kirkegaard, J.; Pierret, A.; Dresbøll, D.B. Digging deeper for agricultural resources, the value of deep rooting. Trends Plant Sci. 2020, 25, 406–417. [Google Scholar] [CrossRef]
- IUSS Working Group WRB. World reference base for soil resources. In International Soil Classification System for Naming Soils and Creating Legends for Soil Maps, 4th ed.; International Union of Soil Sciences (IUSS): Vienna, Austria, 2022; p. 236. [Google Scholar]
- Bouyoucos, G.J. Hydrometer method improved for making particle size analysis of soils. Agron. J. 1962, 54, 464–465. [Google Scholar] [CrossRef]
- Richards, L.A.; Fireman, M. Pressure-plate apparatus for measuring moisture sorption and transmission by soils. Soil Sci. 1943, 56, 395–404. [Google Scholar] [CrossRef]
- Nelson, D.A.; Sommers, L. Total carbon, organic carbon and organic matter. In Methods of Soil Analysis, Part 2: Chemical and Microbiological Properties; Page, A.L., Ed.; American Society of Agronomy and Soil Science Society of America: Madison, WI, USA, 1982; pp. 539–579. [Google Scholar]
- Olsen, S.R.; Sommers, L.E. Phosphorus. In Methods of Soil Analysis, Part 2: Chemical and Microbiological Properties; Page, A.L., Ed.; American Society of Agronomy and Soil Science Society of America: Madison, WI, USA, 1982; pp. 403–430. [Google Scholar]
- Muller, G.; Gatsner, M. Chemical analysis. Neu. Jb. Mineral. Mh. 1971, 10, 466–469. [Google Scholar]
- Drouineau, G. Dosage rapide du calcaire actif de sols. Nouvelles donnees sur la reportation de la nature des fractions calcaires. Ann. Agron. 1942, 12, 441–450. [Google Scholar]
- Rhoades, J.D. Cation exchange capacity. In Methods of Soil Analysis, Part 2: Chemical and Microbiological Properties; Page, A.L., Ed.; American Society of Agronomy and Soil Science Society of America: Madison, WI, USA, 1982; pp. 149–152. [Google Scholar]
- Adam, G.; Duncan, H. Development of a sensitive and rapid method for the measurement of total microbial activity using fluorescein diacetate (FDA) in a range of soils. Soil Biol. Biochem. 2001, 33, 943–951. [Google Scholar] [CrossRef]
- Deist, J.; Eksteen, G.J.; Visser, C.J.; Zyl, E.J. Can we determine the size of a tree? Deciduous Fruit Grow. 1973, 23, 93–97. [Google Scholar]
- Fernández-Cámara, M.; Martínez-Nicolás, J.J.; Alfosea-Simón, M.; Cámara-Zapata, J.M.; Melgarejo-Moreno, P.; García-Sánchez, F. Techniques of interpretation of the foliar analysis of the almond tree in Spain. In Prime Archives in Agricultural Research: Volume 2; eBook; Silva, J., Ed.; Vide Leaf: Telangana, India, 2024. [Google Scholar]
- Yada, S.; Huang, G.; Lapsley, K. Natural variability in the nutrient composition of California-grown almonds. J. Food Compos. Anal. 2013, 30, 80–85. [Google Scholar] [CrossRef]
- Hernandez-Ochoa, I.; Gaiser, T.; Grahmann, K.; Engels, A.M.; Ewert, F. Within-field temporal and spatial variability in crop productivity for diverse crops—A 30-year model-based assessment. Agronomy 2025, 15, 661. [Google Scholar] [CrossRef]
- Bolan, N.; Srivastava, P.; Rao, C.S.; Satyanaraya, P.V.; Anderson, G.C.; Bolan, S.; Nortjé, G.P.; Kronenberg, R.; Bardhan, S.; Abbott, L.K.; et al. Chapter two—Distribution, characteristics and management of calcareous soils. Adv. Agron. 2023, 182, 81–130. [Google Scholar]
- Zhang, X.; Lv, Y.; Dai, H.; Kong, Y.; Wang, Y.; Liu, K. Increasing topsoil depth improves productivity and nitrogen fertilizer use efficiency in maize. Agronomy 2025, 15, 2160. [Google Scholar] [CrossRef]
- Zhang, X.; Kong, Y.; Lv, Y.; Yao, F.; Cao, Y.; Shiao, X.; Geng, Y.; Wang, L.; Wang, Y. Increased topsoil depth required to support increased grain productivity production in high density maize. Field Crops Res. 2024, 308, 109282. [Google Scholar] [CrossRef]
- Musei, S.K.; Kuyah, S.; Nyawira, S.; Ng’ang’a, S.K.; Karugu, W.N.; Smucker, A.; Nkurunziza, L. Sandy soil reclamation technologies to improve crop productivity and soil health: A review. Front. Soil Sci. 2024, 4, 1345895. [Google Scholar] [CrossRef]
- Egea, G.; Nortes, P.A.; González-Real, M.M.; Baille, A. Agronomic response and water productivity of almond trees under contrasted deficit irrigation regimes. Agric. Water Manag. 2010, 97, 171–181. [Google Scholar] [CrossRef]
- Westwood, M.N.; Roberts, A.N. The relationship between trunk cross-sectional area and weight of apple trees. J. Amer. Soc. Hort. Sci. 1970, 95, 28–30. [Google Scholar] [CrossRef]
- Hill, S.J.; Stephenson, D.W.; Taylor, B.K. Almond productivity in relation to tree size. Sci. Horticult. 1987, 33, 97–111. [Google Scholar] [CrossRef]
- Calderón-Pavón, A.; García-Tejero, I.V.; Noguera-Artiaga, L.; Lipan, L.; Sendra, E.; Hernández, F.; Herencia-Galán, J.F.; Carbonell-Barrachina, A.A.; Durán, V.H. Linking almond productivity and quality to the production system and irrigation strategy considering the plantation age in a mediterranean semiarid environment. Agronomy 2025, 15, 1448. [Google Scholar] [CrossRef]
- Lehnebach, R.; Beyer, R.; Letort, V.; Heuret, P. The pipe model theory half a century on: A review. Ann. Bot. 2018, 121, 773–795. [Google Scholar] [CrossRef]
- Rosati, A.; Paoletti, A.; Al Hariri, R.; Morelli, A.; Famiani, F. Resource investment in reproductive growth proportionally limits investments in vegetative growth in young olive trees with varying crop loads. Tree Physiol. 2018, 38, 1267–1277. [Google Scholar] [CrossRef] [PubMed]
- Plavcová, L.; Mészáros, M.; Silhán, K.; Jupa, R. Relationship between trunk radial growth and fruit productivity in apple and pear trees on size-controlling rootstocks. Ann. Bot. 2022, 130, 477–489. [Google Scholar] [CrossRef]
- Llompart, M.; Barceló, M.; Pou, J.; Luna, J.M.; Miarnau, X.; Garau, C. Adaptation of almond cultivars in Majorca Island: Agronomical, productive and fruit quality characteristics. Agronomy 2024, 14, 1927. [Google Scholar] [CrossRef]
- Shivran, M.; Sharma, N.; Dubey, A.K.; Singh, S.K.; Sharma, N.; Sharma, R.M.; Singh, N.; Singh, R. Scion-rootstock relationship: Molecular mechanism and quality fruit production. Agriculture 2022, 12, 2036. [Google Scholar] [CrossRef]
- Croft, H.; Chen, J.M.; Luo, X.; Bartlett, P.; Chen, B.; Staebler, R.M. Leaf chlorophyll content as a proxy for leaf photosynthetic capacity. Glob. Chang. Biol. 2017, 23, 3513–3524. [Google Scholar] [CrossRef]
- Sperling, O.; Gardi, I.; Ben-Gal, A.; Kamai, T. Deficit irrigation limits almond trees’ photosynthetic productivity and compromises productivity. Agric. Water Manag. 2023, 289, 108562. [Google Scholar] [CrossRef]
- Tao, K.; Tian, H.; Fan, J.; Li, D.; Liu, D.; Megharaj, M.; Li, H.; Hu, M.; Jia, H.; He, W. Kinetics and catalytic efficiency of soil fluorescein diacetate hydrolase under the pesticide parathion stress. Sci. Total Environ. 2021, 771, 144835. [Google Scholar] [CrossRef]
- Reig, G.; Garanto, X.; Mas, N.; Iglesias, I. Long-term agronomical performance and iron chlorosis susceptibility of several Prunus rootstocks grown under loamy and calcareous soil conditions. Sci. Hortic. 2020, 262, 109035. [Google Scholar] [CrossRef]
- Lambers, H. Phosphorus acquisition and utilization in plants. Ann. Rev. Plant Biol. 2022, 73, 17–42. [Google Scholar] [CrossRef]
- Sun, S.; Li, J.; Song, H.; Chen, D.; Tu, M.; Chen, Q.; Jiang, G.; Zhou, Z. Comparative transcriptome and physiological analyses reveal key factors in the tolerance of peach rootstocks to iron deficiency chlorosis. 3 Biotech. 2022, 12, 38. [Google Scholar] [CrossRef] [PubMed]
- Prats-Moya, S.; Grané-Teruel, N.; Berenguer-Navarro, K.; Martín-Carratalá, M.L. Inductively coupled plasma application for the classification of 19 almond cultivars using inorganic element composition. J. Agric. Food Chem. 1997, 45, 2093–2097. [Google Scholar] [CrossRef]
- Muhammad, S.; Sanden, B.L.; Lampinen, B.D.; Saa, S.; Siddiqui, M.I.; Smart, D.R.; Olivos, A.; Shackel, K.A.; Dejong, T.; Brown, P.H. Seasonal changes in nutrient content and concentrations in a mature deciduous tree species: Studies in almond (Prunus dulcis (Mill.) D.A. Webb). Eur. J. Agron. 2015, 65, 52–68. [Google Scholar] [CrossRef]
- El Bernoussi, S.; Boujemaa, I.; El Guezzane, C.; Bou-Ouzoukni, Y.; Nounah, I.; Bouyahya, A.; Ullah, R.; Iqbal, Z.; Maggi, F.; Caprioli, G.; et al. Comparative analysis of nutritional value and antioxidant activity in sweet and bitter almonds. LWT 2024, 206, 116587. [Google Scholar] [CrossRef]








| Physicochemical Parameters | ZONE A | ZONE B | ||||
|---|---|---|---|---|---|---|
| A⍺p | 2A⍺b | 2C⍺ | A⍺p | 2A⍺b | 2C⍺ | |
| Texture | Loam | Loam | Clay loam | Loam | Sandy loam | Loam |
| Depth (cm) | 0–35 | 35–60 | >60 | 0–30 | 30–70 | >70 |
| Sand (%) | 40.6 | 34.3 | 44.5 | 46.6 | 73.9 | 34.3 |
| Silt (%) | 42.1 | 40 | 37.8 | 35.7 | 19.6 | 40 |
| Clay (%) | 17.2 | 25.7 | 17.7 | 17.8 | 6.5 | 25.7 |
| FC (%) | 22.74 | 31.84 | ND | 22.91 | 30.13 | ND |
| PWP (%) | 8.51 | 13.41 | ND | 9.84 | 6.6 | ND |
| BD (g/cm3) | 1.32 | 1.25 | ND | 1.28 | 1.11 | ND |
| SOC (%) | 1.99 | 1.51 | 1.5 | 1.64 | 0.73 | 1.51 |
| C/N | 9.2 | 10.7 | 10.2 | 8.8 | 10.3 | 11.4 |
| P Olsen (mg/kg) | <5 | <5 | <5 | <5 | <5 | <5 |
| CCE (%) | 52.5 | 67.5 | 53.9 | 59.0 | 79.3 | 64.0 |
| ACC (%) | 12.0 | 34 | 27 | 13.0 | 24 | 31 |
| CEC (cmol(+)/kg) | 11.5 | 10.4 | 11.3 | 10.7 | 3.2 | 9.8 |
| EC 1:5 (µS/cm) | 200.0 | 150 | 150 | 190.0 | 140 | 150 |
| pH H2O 1:2.5 | 8.0 | 8.3 | 8.4 | 8.1 | 8.4 | 8.3 |
| K (cmol(+)/kg) | 294 | 69 | 74 | 208 | 17 | 55 |
| Ca (cmol(+)/kg) | 6263 | 7072 | 7255 | 6283 | 5986 | 7000 |
| Mg (cmol(+)/kg) | 126 | 112 | 151 | 112 | 56 | 110 |
| Na (cmol(+)/kg) | 26 | 10.7 | 10.2 | 28 | 10.3 | 10.4 |
| Fe (mg/kg) | 51 | 53 | ND | 48 | 49 | ND |
| Mn (mg/kg) | 39 | 11 | ND | 28 | 13 | ND |
| Zn (mg/kg) | 3 | 2 | ND | 2 | 2 | ND |
| Cu (mg/kg) | 3.4 | 3.5 | ND | 4.3 | 2.9 | ND |
| Zone A | Zone B | |||||
|---|---|---|---|---|---|---|
| Nutrient (Unit) | 1 | 2 | 3 | 1 | 2 | 3 |
| K (mg) | 13.2 ± 3.0 a | 12.1 ± 1.9 a | 11.5 ± 1.2 a | 13.9 ± 1.6 a | 11.9 ± 2.0 a | 11.2 ± 1.5 Ba |
| Ca (mg) | 14.6 ± 3.2 ab | 14.0 ± 2.9 ab | 16.6 ± 2.3 ab | 11.5 ± 2.4 a | 11.7 ± 2.2 a | 16.9 ± 3.1 b |
| Mg (mg) | 2.6 ± 0.4 ab | 2.9 ± 0.6 b | 3.7 ± 0.4 c | 2.4 ± 0.3 a | 2.7 ± 0.3 b | 3.6 ± 0.6 c |
| P (mg) | 1.4 ± 0.2 a | 1.7 ± 0.2 b | 1.5 ± 0.1 a | 1.5 ± 0.04 a | 1.9 ± 0.3 b | 1.7 ± 0.2 b |
| S (mg) | 1.2 ± 0.2 a | 1.3 ± 0.2 a | 1.2 ± 0.2 a | 1.1 ± 0.1 a | 1.3 ± 0.2 a | 1.3 ± 0.1 a |
| Na (mg) | 0.67 ± 0.2 a | 0.40 ± 0.1 b | 0.48 ± 0.2 b | 0.52 ± 0.1 a | 0.39 ± 0.1 b | 0.40 ± 0.1 b |
| Fe (µg) | 34.7 ± 5.2 a | 37.7 ± 8.1 a | 37.0 ± 7.1 a | 34.1 ± 3.8 a | 36.2 ± 5.7 a | 35.1 ± 2.8 a |
| Mn (µg) | 35.2 ± 12.5 a | 33.9 ± 11.6 a | 27.3 ± 4.0 a | 27.5 ± 5.5 a | 26.1 ± 5.0 a | 30.8 ± 11.9 a |
| Zn (µg) | 28.2 ± 6.7 ab | 31.8 ± 4.4 a | 25.9 ± 4.3 b | 25.7 ± 3.2 b | 33.9 ± 6.6 a | 29.5 ± 4.9 ab |
| B (µg) | 27.0 ± 2.8 a | 23.9 ± 2.2 b | 24.5 ± 2.2 b | 28.7 ± 3.0 a | 24.6 ± 2.2 b | 26.3 ± 2.3 ab |
| Cu (µg) | 5.5 ± 1.2 a | 6.2 ± 1.1 a | 5.0 ± 1.2 a | 6.0 ± 1.4 a | 6.1 ± 1.1 a | 6.0 ± 1.0 a |
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Cabot, C.; Bosch, R.; Romero-Munar, A.; Cañellas, M.; Durán, J.M.; Roca, P.; Vadell, J. Soil Profile Heterogeneity Strongly Affects Productivity in Young Almond Scion–Rootstock Combinations Grown in Unfertilized Mediterranean Soil. Agronomy 2026, 16, 441. https://doi.org/10.3390/agronomy16040441
Cabot C, Bosch R, Romero-Munar A, Cañellas M, Durán JM, Roca P, Vadell J. Soil Profile Heterogeneity Strongly Affects Productivity in Young Almond Scion–Rootstock Combinations Grown in Unfertilized Mediterranean Soil. Agronomy. 2026; 16(4):441. https://doi.org/10.3390/agronomy16040441
Chicago/Turabian StyleCabot, Catalina, Rafael Bosch, Antònia Romero-Munar, Maria Cañellas, Joan Miquel Durán, Pilar Roca, and Jaume Vadell. 2026. "Soil Profile Heterogeneity Strongly Affects Productivity in Young Almond Scion–Rootstock Combinations Grown in Unfertilized Mediterranean Soil" Agronomy 16, no. 4: 441. https://doi.org/10.3390/agronomy16040441
APA StyleCabot, C., Bosch, R., Romero-Munar, A., Cañellas, M., Durán, J. M., Roca, P., & Vadell, J. (2026). Soil Profile Heterogeneity Strongly Affects Productivity in Young Almond Scion–Rootstock Combinations Grown in Unfertilized Mediterranean Soil. Agronomy, 16(4), 441. https://doi.org/10.3390/agronomy16040441

