Mapping Soil Water Retention on Agricultural Lands in Central and Eastern Parts of the Black Sea Region in Turkey
Publication: Journal of Irrigation and Drainage Engineering
Volume 142, Issue 12
Abstract
Central and eastern parts of the Black Sea Region in Turkey are pivotal in production of hazelnut and tea. The soils are vulnerable to leaching of nutrients and water erosion, and the need of mapping and assessment of possible risks is growing. Information about soil hydraulic properties is required for this purpose; however, it has been scarcely determined in the area. This study aimed to contribute in filling the gap. Arable land of eight provinces (Sinop, Samsun, Ordu, Giresun, Trabzon, Gümüşhane, Rize, and Artvin) was investigated using 3,400 disturbed soil samples from the surface layer. Intersections of grid squares were sampled and analyzed. Ten models of pedotransfer functions available in the literature were tested for estimation of field capacity (FC), wilting point (WP), and available water capacity (AWC). The reliability of estimations was tested and evaluated on available data from five testing localities (382 samples). Finally, the values of FC, WP, and AWC were estimated by the k-Nearest code with satisfactory reliability, and spatial distribution maps of these properties were created using the geographic information system (GIS) technique.
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Acknowledgments
The authors gratefully acknowledge the scientific research grant (TAGEM-BB-080202H1) from the General Directorate of Agricultural Research and Policies of Republic of Turkey Ministry of Food, Agriculture and Livestock. In addition, the authors thank sincerely the anonymous reviewers for their constructive comments which contributed to improve our work.
References
ArcGIS 9.3 [Computer software]. Redlands, CA, ESRI.
Botula, Y.-D., Van Ranst, E., and Cornelis, W. M. (2014). “Pedotransfer functions to predict water retention of soils from the humid tropics: A review.” Revista Brasileira de Ciência do Solo, 38(3), 679–698.
Cemek, B., Meral, R., Apan, M., and Merdun, H. (2004). “Pedotransfer functions for the estimation of the field capacity and permanent wilting point.” Pak. J. Biol. Sci., 7(4), 535–541.
Dengiz, O. (2008). “Assessment of nitrate leaching risk in hazelnut areas of the eastern Black Sea region.” Asian J. Chem., 20(6), 4866–4874.
Dengiz, O., Göl, C., Karaca, S., and Yüksel, M. (2006). “Effects of different landscape position and parent material on soil variability and land use in both sides of Acicay River-Çankırı.” Proc., Int. Soil Meeting on Soil Sustaining Life on Earth, Managing Soil and Technology, Vol. II, Soil Science Society of Turkey, Ankara, Turkey, 745–751.
Dengiz, O., Sağlam, M., and Türkmen, F. (2015). “Effects of soil types and land use-land cover on soil organic carbon density at Madendere watershed.” Eurasian J. Soil Sci., 4(2), 82–87.
Gee, G. W., and Bauder, J. W. (1986). “Particle-size analysis.” Methods of soil analysis: Part 1. Physical and mineralogical methods, 2nd Ed., A. Klute, ed., American Society of Agronomy and Soil Science Society of America, Madison, WI, 383–411.
Gharahi Ghehi, N., Nemes, A., Verdoodt, A., Van Ernst, E., Cornelis, W. M., and Boeckx, P. (2012). “Nonparametric techniques for predicting soil bulk density of tropical rainforest topsoils in Rwanda.” Soil. Sci. Soc. Am. J., 76(4), 1172–1183.
Gülser, C., and Candemir, F. (2014). “Using soil moisture constants and physical properties to predict saturated hydraulic conductivity.” Eurasian J. Soil Sci., 3(1), 77–81.
Haghverdi, A., Leib, B. G., and Cornelis, W. M. (2015). “A simple nearest-neighbor technique to predict the soil water retention curve.” Trans. ASABE, 58(3), 697–705.
Haghverdi, A., Özturk, H. S., Ghodsi, S., and Tunçay, T. (2012). “Estimating saturated hydraulic conductivity using different well-known pedotransfer functions.” Proc., 8th Int. Symp. Agro Environ, OECD, Wageningen, Netherlands.
Haghverdi, A.Öztürk, H. S., and Cornelis, W. M. (2014). “Revisiting the pseudo continuous pedotransfer function concept: Impact of data quality and data mining method.” Geoderma, 226–227, 31–38.
Hendershot, W. H., Lalande, H., and Duquette, M. (1993). “Soil reaction and exchangeable acidity.” Soil sampling and methods of analysis, M. R. Carter, ed., Canadian Society of Soil Science, Boca Raton, FL, 141–145.
Klute, A. (1986). “Water retention: Laboratory methods.” Methods of soil analysis: Part 1. Physical and mineralogical methods, 9, 2nd Ed., A. Klute, ed., American Society of Agronomy and Soil Science Society of America, Madison, WI, 635–662.
McBratney, A. B., Minasny, B., and Tranter, G. (2011). “Necessary meta-data for pedotransfer functions.” Geoderma, 160(3–4), 627–629.
Merdun, H., Çinar, Ö., Meral, R., and Apan, M. (2006). “Comparison of artificial neural network and regression pedotransfer functions for prediction of soil water retention and saturated hydraulic conductivity.” Soil Till. Res., 90(1–2), 108–116.
Miháliková, M., Başkan, O., and Dengiz, O. (2015). “Capability of different interpolation models and pedotransfer functions to estimate soil hydraulic properties in Büyükçay watershed.” Environ. Earth. Sci., 74(3), 2425–2437.
Miháliková, M., Matula, S., and Doležal, F. (2014). “Application of k-nearest code to the improvement of class pedotransfer functions and countrywide field capacity and wilting point maps.” Soil Water Res., 9(1), 1–8.
Minasny, B., and Hartemink, A. E. (2011). “Predicting soil properties in the tropics.” Earth-Sci. Rev., 106(1–2), 52–62.
Mohammed, A., Hirmas, D. R., Giménez, D., Nemes, A. (2014). “Investigating relationships between soil morphology, classification, and hydraulic properties.” Proc., Int. Annual Meeting, ASA-CSSA-SSSA, American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, WI.
Nelson, D. W., and Sommers, L. E. (1982). “Total carbon, organic carbon, and organic matter. Chemical and microbiological properties.” Methods of soil analysis, Part II, agronomy, No 9, 2nd Ed., American Society of Agronomy, Madison, WI, 539–579.
Nelson, R. E. (1982). “Carbonate and gypsum. Chemical and microbiological properties.” Methods of soil analysis, Part II, agronomy, No 9, 2nd Ed., Soil Science Society of America, Madison, WI, 181–197.
Nemes, A., Quebedeaux, B., and Timlin, D. J. (2010). “Ensemble approach to provide uncertainty estimates of soil bulk density.” Soil. Sci. Soc. Am. J., 74(6), 1938–1945.
Nemes, A., Roberts, R. T., Rawls, W. J., Pachepsky, Y. A., and van Genuchten, M. T. (2008). “Software to estimate and soil water retention using the non-parametric k-nearest neighbor technique.” Environ. Modell. Software, 23(2), 254–255.
Öztekin, T., Cemek, B., and Brown, L. C. (2007). “Pedotransfer functions for the hydraulic properties of layered soils.” GOÜ. Ziraat Fakültesi Dergisi, 24(2), 77–86 (in Turkish).
Özyazıcı, M. A., et al. (2016). “Orta ve Doğu Karadeniz Bölgesi tarım topraklarının temel verimlilik düzeyleri ve alansal dağılımları.” Anadolu J. Agric. Sci., 31(1), 136–148.
Patil, N. G., Pal, D. K., Mandal, C., Mandal, D. K. (2012). “Soil water retention characteristics of vertisols and pedotransfer functions based on nearest neighbor and neural networks approaches to estimate AWC.” J. Irrig. Drain., 177–184.
Rhoades, J. D. (1986). “Cation exchange capacity. Chemical and microbiological properties.” Methods of soil analysis, Part II, ASA and SSSA agronomy monograph, No 9, 2nd Ed., American Society of Agronomy and Soil Science Society of America, Madison, WI, 149–157.
Sağlam, M., Dengiz, O., Özyazıcı, M. A., and Kızılkaya, R. (2011). “Application of geostatistical methods to heavy metals status in Çarsamba plain soils.” Asian J. Chem., 23(8), 3454–3460.
Sağlam, M., Dengiz, O., Sarıoğlu, F. E., and Saygın, F. (2014). “Mapping and modelling of soil fertility change based on a geostatistical approach in vertisol developed on the Bafra Deltaic Plain.” Trans. R. Soc. South Africa, 69(1), 1–8.
Saxton, K. E., and Rawls, W. J. (2006). “Soil water characteristic estimates by texture and organic matter for hydrologic solutions.” Soil. Sci. Soc. Am. J., 70(5), 1569–1578.
Saxton, K. E., Rawls, W. J., Romberger, J. S., and Papendick, R. I. (1986). “Estimating generalized soil-water characteristics from texture.” Soil. Sci. Soc. Am. J., 50(4), 1031–1036.
Schaap, M. G., Leij, F. J., and van Genuchten, M. T. (2001). “Rosetta: A computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions.” J. Hydrol., 251(3–4), 163–176.
Sensoy, S. (2015). “Weather summary.” 〈http://www.atc-anadolu.com/Weather.htm〉 (Sep. 1, 2015).
Štekauerová, V., Skalová, J., and Šútor, J. (2002). “Using of pedotransfer functions for assessment of hydrolimits.” Rost. Vyroba, 48(9), 407–412.
Tomasella, J., Pachepsky, Y., Crestana, S., and Rawls, W. J. (2003). “Comparison of two techniques to develop pedotransfer functions for water retention.” Soil. Sci. Soc. Am. J., 67(4), 1085–1092.
Tombul, M., Akyürek, Z., and Ünal Sorman, A. (2004). “Research note: Determination of soil hydraulic properties using pedotransfer functions in a semi-arid basin, Turkey.” Hydrol. Earth Syst. Sci., 8(6), 1200–1209.
Tóth, B., Weynants, M., Nemes, A., Makó, A., Bilas, G., and Tóth, G. (2015). “New generation of hydraulic pedotransfer functions for Europe.” Eur. J. Soil Sci., 66(1), 226–238.
van den Berg, M., Klant, E., van Reeuwijk, L. P., and Sombroek, G. (1997). “Pedotransfer functions for the estimation of moisture retention characteristics of Ferralsols and related soils.” Geoderma, 78(3–4), 161–180.
van Genuchten, M. T. (1980). “A closed-form equation for predicting the hydraulic conductivity of unsaturated soils.” Soil. Sci. Soc. Am. J., 44(5), 892–898.
Wösten, J. H. M., Lilly, A., Nemes, A., and Le Bas, C. (1999). “Development and use of a database of hydraulic properties of European soils.” Geoderma, 90(3–4), 169–185.
Wösten, J. H. M., Pachepsky, Y. A., and Rawls, W. J. (2001). “Pedotransfer functions: Bridging the gap between available basic soil data and missing soil hydraulic characteristics.” J. Hydrol., 251(3–4), 123–150.
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© 2016 American Society of Civil Engineers.
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Received: Sep 27, 2015
Accepted: May 6, 2016
Published online: Jul 14, 2016
Published in print: Dec 1, 2016
Discussion open until: Dec 14, 2016
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