A Study on the Relationship Between Wheat Root Development and Soil Texture
DOI:
https://doi.org/10.24925/turjaf.v13is1.2465-2472.8061Keywords:
PCA, Root development, Soil texture, Wheat root system, Root system plasticityAbstract
The wheat root system is crucial for nutrient uptake, drought tolerance, and crop yield. This study explores the impact of soil texture on wheat root development, focusing on sandy, loamy, and clayey soils in two wheat varieties, Saraybosna and Alparslan. Using PVC tubes filled with different soils, root traits such as length, depth, diameter, volume, and dry weight were analyzed with image analysis software. Results showed that soil texture significantly affects root growth, with sandy and loamy soils promoting better development than clayey soil. Saraybosna exhibited superior root growth across all soil types, especially in sandy soil, achieving the highest root length and dry weight. In contrast, Alparslan showed reduced growth in clayey soil. Principal Component Analysis (PCA) identified root dry weight, depth, and length as key factors influencing development. These findings emphasize the importance of soil texture in root growth and optimizing wheat variety selection for better yields. The results also highlight the importance of root system plasticity, which is a still not well-known trait.
References
Abbas, G., Chen, Y., Khan, F. Y., Feng, Y., Palta, J. A., & Siddique, K. H. (2018). Salinity and low phosphorus differentially affect shoot and root traits in two wheat cultivars with contrasting tolerance to salt. Agronomy, 8(8), 155. https://doi.org/10.3390/agronomy8080155
Amsili, J. P., van Es, H. M., & Schindelbeck, R. R. (2021). Cropping system and soil texture shape soil health outcomes and scoring functions. Soil Security, 4, 100012. https://doi.org/10.1016/j.soisec.2021.100012
Ansari, M. A., Saha, S., Das, A., Lal, R., Das, B., Choudhury, B. U., ... & Prakash, N. (2021). Energy and carbon budgeting of traditional land use change with groundnut based cropping system for environmental quality, resilient soil health and farmers income in eastern Indian Himalayas. Journal of Environmental Management, 293, 112892. https://doi.org/10.1016/j.jenvman.2021.112892
Atkinson, J. A., Pound, M. P., Bennett, M. J., & Wells, D. M. (2019). Uncovering the hidden half of plants using new advances in root phenotyping. Curr Opin Biotechnol, 55, 1-8. https://doi.org/10.1016/j.copbio.2018.06.002
Atkinson, J. A., Hawkesford, M. J., Whalley, W. R., Zhou, H., & Mooney, S. J. (2020). Soil strength influences wheat root interactions with soil macropores. Plant, cell & environment, 43(1), 235-245. https://doi.org/10.1111/pce.13659
Balliu, A., Zheng, Y., Sallaku, G., Fernández, J. A., Gruda, N. S., & Tuzel, Y. (2021). Environmental and cultivation factors affect the morphology, architecture and performance of root systems in soilless grown plants. Horticulturae, 7(8), 243. https://doi.org/10.3390/horticulturae7080243
Bengough, A. G., McKenzie, B. M., Hallett, P. D., & Valentine, T. A. (2011). Root elongation, water stress, and mechanical impedance: a review of limiting stresses and beneficial root tip traits. Journal of experimental botany, 62(1), 59-68. https://doi.org/10.1093/jxb/erq350
Brady, N. C., & Weil, R. R. (2016). The nature and properties of soils. Columbus. EUA Pearson Education.
Campbell, C. A., & De Jong, R. (2001). Root-to-straw ratios-influence of moisture and rate of N fertilizer. Canadian Journal of Soil Science, 81(1), 39-43. https://doi.org/10.4141/S00-027
Centenaro, G., Hudek, C., Zanella, A., & Crivellaro, A. (2017). Root-soil physical and biotic interactions with a focus on tree root systems: A review. Applied Soil Ecology. https://doi.org/https://doi.org/10.1016/j.apsoil.2017.09.017
Chen, H., Wei, J., Tian, R., Zeng, Z., Tang, H., Liu, Y., Xu, Q., Deng, M., Jiang, Q., & Chen, G. (2022). A major quantitative trait locus for wheat total root length associated with precipitation distribution. Frontiers in Plant Science, 13. https://doi.org/10.3389/fpls.2022.995183
Comas, L., Becker, S., Cruz, V. M. V., Byrne, P. F., & Dierig, D. A. (2013). Root traits contributing to plant productivity under drought [Review]. Frontiers in Plant Science, 4. https://doi.org/10.3389/fpls.2013.00442
Colombi, T., Kirchgessner, N., Walter, A., & Keller, T. (2017). Root tip shape governs root elongation rate under increased soil strength. Plant Physiology, 174(4), 2289-2301. https://doi.org/10.1104/pp.17.00357
Comas, L. H., Becker, S. R., Cruz, V. M. V., Byrne, P. F., & Dierig, D. A. (2013). Root traits contributing to plant productivity under drought. Frontiers in plant science, 4, 442. https://doi.org/10.3389/fpls.2013.00442
Correa, J., Postma, J. A., Watt, M., & Wojciechowski, T. (2019). Root System Architectural Plasticity and Soil Compaction: A Review. J Exp Bot. https://doi.org/10.1093/jxb/erz383
Dai, Z., Li, R., Muhammad, N., Brookes, P. C., Wang, H., Liu, X., & Xu, J. (2014). Principle component and hierarchical cluster analysis of soil properties following biochar incorporation. Soil Science Society of America Journal, 78(1), 205-213. http://dx.doi.org/10.2136/sssaj2013.05.0199
Field, A. (2024). Discovering statistics using IBM SPSS statistics. Sage publications limited.
Freschet, G. T., Roumet, C., Comas, L. H., Weemstra, M., Bengough, A. G., Rewald, B., ... & Stokes, A. (2021). Root traits as drivers of plant and ecosystem functioning: current understanding, pitfalls and future research needs. New Phytologist, 232(3), 1123-1158. https://doi.org/10.1111/nph.17072
Hodgkinson, L., Dodd, I. C., Binley, A., Ashton, R. W., White, R. P., Watts, C. W., & Whalley, W. R. (2017). Root growth in field-grown winter wheat: some effects of soil conditions, season and genotype. European Journal of Agronomy, 91, 74-83. https://doi.org/10.1016/j.eja.2017.09.014
Hudek, C., Putinica, C., Otten, W., & De Baets, S. (2022). Functional root trait‐based classification of cover crops to improve soil physical properties. European Journal of Soil Science, 73(1), e13147. https://doi.org/10.1111/ejss.13147
Jackson, M. (1958). Soil chemical analysis prentice Hall. Inc., Englewood Cliffs, NJ, 498(1958), 183-204.
Gao, W., Hodgkinson, L., Jin, K., Watts, C. W., Ashton, R. W., Shen, J., ... & Whalley, W. R. (2016). Deep roots and soil structure. Plant, Cell & Environment, 39(8), 1662-1668. https://doi.org/10.1111/pce.12684
George, T. S., Bulgarelli, D., Carminati, A., Chen, Y., Jones, D., Kuzyakov, Y., Schnepf, A., Wissuwa, M., & Roose, T. (2024). Bottom-up perspective – The role of roots and rhizosphere in climate change adaptation and mitigation in agroecosystems. Plant and Soil. https://doi.org/10.1007/s11104-024-06626-6
Ghimire, B., Hulbert, S. H., Steber, C. M., Garland‐Campbell, K., & Sanguinet, K. A. (2020). Characterization of root traits for improvement of spring wheat in the Pacific Northwest. Agronomy Journal, 112(1), 228-240. https://doi.org/10.1002/agj2.20040
Guo, J., Jia, Y., Chen, H., Zhang, L., Yang, J., Zhang, J., ... & Zhou, Y. (2019). Growth, photosynthesis, and nutrient uptake in wheat are affected by differences in nitrogen levels and forms and potassium supply. Scientific reports, 9(1), 1248. https://doi.org/10.1038/s41598-018-37838-3
Gusain, S., Kumari, K., & Joshi, R. (2024). Physiological, hormonal and molecular dynamics of root system architectural response to drought stress signaling in crops. Rhizosphere, 100922. https://doi.org/10.1016/j.rhisph.2024.100922
Gürsoy, S. (2021). Agricultural Production: Its Main Causes, Effects and Management. Technology in agriculture, 95.
Kacar, B. (2009). Toprak Analizleri. Nobel Yayınları. Fen Bilimleri, 90.
Kassambara, A., & Mundt, F. (2020). factoextra: Extract and visualize the results of multivariate data analyses (R package version 1.0.7) [Computer software]. CRAN. https://CRAN.R-project.org/package=factoextra
Kou, X., Han, W., & Kang, J. (2022). Responses of root system architecture to water stress at multiple levels: A meta-analysis of trials under controlled conditions. Frontiers in Plant Science, 13, 1085409. https://doi.org/10.3389/fpls.2022.1085409
Lê, S., Josse, J., & Husson, F. (2008). FactoMineR: an R package for multivariate analysis. Journal of statistical software, 25, 1-18. https://doi.org/10.18637/jss.v025.i01
Lipiec, J., Horn, R., Pietrusiewicz, J., & Siczek, A. (2012). Effects of soil compaction on root elongation and anatomy of different cereal plant species. Soil and Tillage Research, 121, 74-81. https://doi.org/10.1016/j.still.2012.01.013
Lynch, J. P. (2011). Root phenes for enhanced soil exploration and phosphorus acquisition: tools for future crops. Plant physiology, 156(3), 1041-1049. https://doi.org/10.1104/pp.111.175414
Lynch, J. P. (2013). Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems. Annals of botany, 112(2), 347-357. https://doi.org/10.1093/aob/mcs293
Lynch, J. P., Chimungu, J. G., & Brown, K. M. (2014). Root anatomical phenes associated with water acquisition from drying soil: targets for crop improvement. J Exp Bot, 65(21), 6155-6166. https://doi.org/10.1093/jxb/eru162
Maffra, C., Sousa, R., Sutili, F., & Pinheiro, R. (2019). The effect of roots on the shear strength of texturally distinct soils. Floresta e Ambiente, 26, e20171018. https://doi.org/10.1590/2179-8087.101817
Maqbool, S., Hassan, M. A., Xia, X., York, L. M., Rasheed, A., & He, Z. (2022). Root system architecture in cereals: progress, challenges and perspective. The Plant Journal, 110(1), 23-42. https://doi.org/10.1111/tpj.15669
Ogilvie, C. M., Ashiq, W., Vasava, H. B., & Biswas, A. (2021). Quantifying root-soil interactions in cover crop systems: a review. Agriculture, 11(3), 218. https://doi.org/10.3390/agriculture11030218
Olsen, S. R. (1954). Estimation of available phosphorus in soils by extraction with sodium bicarbonate (No. 939). US Department of Agriculture.
Özdemir, B. (2017). Evaluation of the below- and above-ground organs of some bread wheat (Triticum aestivum spp.) cultivars during the early growth period at specified intervals [Unpublished master’s thesis, Van Yüzüncü Yıl University, Institute of Science].
Radville, L., McCormack, M. L., Post, E., & Eissenstat, D. M. (2016). Root phenology in a changing climate [Article; Proceedings Paper]. J Exp Bot, 67(12), 3617-3628. https://doi.org/10.1093/jxb/erw062
Rich, S. M., & Watt, M. (2013). Soil conditions and cereal root system architecture: review and considerations for linking Darwin and Weaver. Journal of experimental botany, 64(5), 1193-1208. https://doi.org/10.1093/jxb/ert043
Richards, L. A. (Ed.). (1954). Diagnosis and improvement of saline and alkali soils (No. 60). US Government Printing Office.
Robinson, H., Hickey, L., Richard, C., Mace, E., Kelly, A., Borrell, A., ... & Fox, G. (2016). Genomic regions influencing seminal root traits in barley. The plant genome, 9(1), plantgenome2015-03. https://doi.org/10.3835/plantgenome2015.03.0012
Santos, R. S., Wiesmeier, M., Cherubin, M. R., Oliveira, D. M., Locatelli, J. L., Holzschuh, M., & Cerri, C. E. (2021). Consequences of land-use change in Brazil’s new agricultural frontier: A soil physical health assessment. Geoderma, 400, 115149. https://doi.org/10.1016/j.geoderma.2021.115149
Satbhai, S. B., Ristova, D., & Busch, W. (2015). Underground tuning: quantitative regulation of root growth. J Exp Bot. https://doi.org/10.1093/jxb/eru529
Seethepalli, A., Dhakal, K., Griffiths, M., Guo, H., Freschet, G. T., & York, L. M. (2021). RhizoVision Explorer: Open-source software for root image analysis and measurement standardization. Cold Spring Harbor Laboratory. https://doi.org/10.1093/jxb/eru529
Staff, S. S. (1993). Soil Survey Manual. USDA Handbook no. 18. US Government Printing Office, Washington, DC.
Sweeney, D. W., & Ruiz Diaz, D. A. (2020). Utilizing soil phosphorus and potassium reserves for soybean production on a claypan soil. Agronomy journal, 112(5), 4386-4394. https://doi.org/10.1002/agj2.20389
Tracy, S. R., Black, C. R., Roberts, J. A., & Mooney, S. J. (2013). Exploring the interacting effect of soil texture and bulk density on root system development in tomato (Solanum lycopersicum L.). Environmental and Experimental Botany, 91, 38-47. https://doi.org/10.1016/j.envexpbot.2013.03.003
Tüzüner, A. (1990). Toprak ve su analiz laboratuvarları el kitabı [Handbook of soil and water analysis laboratories]. General Directorate of Rural Services, Ministry of Agriculture, Forestry and Rural Affairs, Ankara, Turkey.
Watt, M., Wasson, A. P., & Chochois, V. (2013). Root-based solutions to increasing crop productivity. In Plant Roots: The Hidden Half. CRC Press.
Wendel, A. S., Bauke, S. L., Amelung, W., & Knief, C. (2022). Root-rhizosphere-soil interactions in biopores. Plant and Soil. https://doi.org/10.1007/s11104-022-05406-4
White, R. G., & Kirkegaard, J. A. (2010). The distribution and abundance of wheat roots in a dense, structured subsoil–implications for water uptake. Plant, cell & environment, 33(2), 133-148. https://doi.org/10.1111/j.1365-3040.2009.02059.x
Witcombe, J. R., Hollington, P. A., Howarth, C. J., Reader, S., & Steele, K. A. (2008). Breeding for abiotic stresses for sustainable agriculture [Review]. Philosophical Transactions of the Royal Society B-Biological Sciences, 363(1492), 703-716. https://doi.org/10.1098/rstb.2007.2179
Zhou, M., Bai, W., Li, Q., Guo, Y., & Zhang, W.-H. (2021). Root anatomical traits determined leaf-level physiology and responses to precipitation change of herbaceous species in a temperate steppe. New Phytologist, 229(3), 1481-1491. https://doi.org/https://doi.org/10.1111/nph.16797
Zulqurnain Haider, M., Hussain, S., Muhammad Adnan Ramzani, P., Iqbal, M., Iqbal, M., Shahzad, T., ... & Mahmood, F. (2019). Bentonite and biochar mitigate Pb toxicity in Pisum sativum by reducing plant oxidative stress and Pb translocation. Plants, 8(12), 571. https://doi.org/10.3390/plants8120571
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






