DOI QR코드

DOI QR Code

Verification on PTF (Pedo-Transfer Function) estimating soil water retention based on soil properties

토양특성 기반 토양수분 함량 예측을 위한 PTF 적용성 검정

  • Hur, Seung-Oh (National Academy of Agricultural Science, RDA) ;
  • Sonn, Yeon-Gyu (National Academy of Agricultural Science, RDA) ;
  • Hyun, Byung-Kewn (National Academy of Agricultural Science, RDA) ;
  • Shin, Kook-Sik (National Academy of Agricultural Science, RDA) ;
  • Oh, Taek-Keun (Department of Bio-Environmental Chemistry, Chungnam National University) ;
  • Kim, Jeong-Gyu (Division of Environmental Science & Ecological Engineering, Korea University)
  • 허승오 (국립농업과학원 토양비료과) ;
  • 손연규 (국립농업과학원 토양비료과) ;
  • 현병근 (국립농업과학원 토양비료과) ;
  • 신국식 (국립농업과학원 토양비료과) ;
  • 오택근 (충남대학교립 생명환경화학과) ;
  • 김정규 (고려대학교 환경생태공학과)
  • Received : 2014.10.28
  • Accepted : 2014.11.11
  • Published : 2014.12.31

Abstract

Identifying soil water content as a major factor for evaluating irrigation and water resource is a primary module to develop a prediction model. A variety of PTFs (Pedo-Transfer Functions) are applied in the models to estimate soil water content, the analysis techniques, however, which compare the estimated from models and the measured by instruments, are not reached at the level to demonstrate the effectiveness of the PTFs in Korea. Many soil physicians such as Eom, Peterson, Rawls, Saxton, Bruand, Baties, Tomasella & Hodnett (T&H), and Minasny, have developed analytic models using PTFs. Soil data for the analysis used soil water contents on 347 soil series (10 kPa), 358 soil series (33 kPa), 356 soil series (1,500 kPa) established by NAAS (National Academy of Agricultural Science). A coefficient of determination on soil water content at 10, 33 and 1,500 kPa was the highest as 0.5932 in EM (Eom model), 0.6744 in REM (Rawls model) and 0.6108 in REM, respectively. In conclusion, it is strongly suggested that the use of EM or REM is suitable for estimating soil water content in Korea although SM (Saxton model) has been widely used.

Keywords

References

  1. Abbasi Y, Ghanbarian-Alavijeh B, Liaghat A, Shorafa M. 2011. Evaluation of pedotransfer functions for estimating soil water retention of saline and saline-alkali soils of Iran. Pedosphere 21:230-237. https://doi.org/10.1016/S1002-0160(11)60122-7
  2. Batjes NH. 1996. Development of a world data set of soil water retention properties using pedotransfer rules. Geoderma 71:31-52. https://doi.org/10.1016/0016-7061(95)00089-5
  3. Bruand A, Baize D, Hardy M. 1994. Prediction of water retention properties of clayey soils : validity of relationships using a single soil characteristic. Soil Use and Management 10(3):99-103. https://doi.org/10.1111/j.1475-2743.1994.tb00467.x
  4. Campbell GS. 1974. A simple model for determining unsaturated conductivity from moisture retention data. Soil Science 117:311-314. https://doi.org/10.1097/00010694-197406000-00001
  5. Cornelis WM, Ronsyn J, Meirvenne MV, Hartmann R. 2001. Evaluation of pedotransfer functions for oredicting the soil moisture retention curve. Soil Science Society of America Journal 65:638-648. https://doi.org/10.2136/sssaj2001.653638x
  6. Cresswell HP, Coquet Y, Bruand A, McJenzie NJ. 2006. The transferability of Australian pedotransfer functions for predictiing water retention characteristics of French soils. Soil Use and Management 22:62-70. https://doi.org/10.1111/j.1475-2743.2006.00001.x
  7. Cresswell HP, Paydar Z. 2000. Functional evaluation of methods for predicting the soil water characteristics. Journal of Hydrology 227:160-172. https://doi.org/10.1016/S0022-1694(99)00178-X
  8. Eom KC, Song KC, Ryu KS, Sonn YK, Lee SE. 1995. Model equations to estimate the soil water characteristics curve using scaling factor. Korean J. Soil Sci. Fert. 28(3):227-232.
  9. Gardner WR, Hillel D, Benyamini Y. 1970a. Post irrigation movement of soil water. I. Redistribution. Water Resources Research 6:851-861. https://doi.org/10.1029/WR006i003p00851
  10. Gardner WR, Hillel D, Benyamini Y. 1970b. Post irrigation movement of soil water. II. Simultaneous redistribution and evaporation. Water Resources Research 6:1148-1153. https://doi.org/10.1029/WR006i004p01148
  11. Giksman AJ, Jagtap SS, Jones JW. 2003. Wading through a swamp of complete confusion: how to choose a method for estimating soil water retention parameters for crop models. European Journal of Agronomy 18:77-106.
  12. Gregson K, Hector DJ, McGowan M. 1987. A one-parameter model for the soil water characteristic. Journal of Soil Science 38, 483-486. https://doi.org/10.1111/j.1365-2389.1987.tb02283.x
  13. Guber AK, Pachepsky YA, van Genuchten MT, Rawls WJ, Simunek J, Jacques D, Nicholson TJ, Cady RE. 2006. Field-scale water flow simulations using ensembles of pedotransfer functions for soil water retention. Vadose Zone Journal 5:234-247. https://doi.org/10.2136/vzj2005.0111
  14. Hodnett MG, Tomasella J. 2002. Marked differences between van Genuchten soil water-retention parameters for temperate and tropical soils: a new water-retention pedo-transfer functions developed for tropical soils. Geoderma 108:155-180. https://doi.org/10.1016/S0016-7061(02)00105-2
  15. Minasny B, McBratney AB, Bristow KL. 1999. Comparison of different approaches to the development of pedotransfer functions for water-retention curves. Geoderma 93:225-253. https://doi.org/10.1016/S0016-7061(99)00061-0
  16. Petersen GW, Cunningham RL, Matelski RP. 1968. Moisture characteristics of Pennsylvania soils: I. Moisture retention as related to testure. Soil Science Society of America, Proceedings 32(2):271-275. https://doi.org/10.2136/sssaj1968.03615995003200020031x
  17. Petersen GW, Cunningham RL. Matelski RP. 1968. Moisture characteristics of Pennsylvania soils: II. Soil factors affecting moisture retention within a textural class-silt loam. Soil Science Society of America, Proceedings 32(2):866-870. https://doi.org/10.2136/sssaj1968.03615995003200060042x
  18. Rawls WJ, Brakensiek DL, Saxton KE. 1982. Estimation of soil water properties. Transactions of the ASAE (American Society of Agricultural Engineers) 25: 1316-1320. https://doi.org/10.13031/2013.33720
  19. Saxton KE, Rawls WJ, Romberger SJ, Papendick RI. 1986. Estimating generalized soil-water characteristics from texture. Soil Science Society of America Journal 50:1031-1036. https://doi.org/10.2136/sssaj1986.03615995005000040039x
  20. Sonn YK, Hur SO, Seo MC, Jung SJ, Hyun BK, Song KC. 2007. Pattern classification of standard catchments with soil catena characteristics. Workshop for effective use of hydrologic soil group. National Institute of Agricultural Science & Technology Press, Suwon, Korea.
  21. Tietje, O., Hennings, V., 1993. Bewertung von Pedotransferfunktionen zur Schatzung der Wasserspannungskurve. Z. Pflanzenernaehr. Bodenkd 156:447-455. https://doi.org/10.1002/jpln.19931560512
  22. Tomasella J, Hodnett MG. 1998. Estimating soil water retention characteristics from limited data in Brazilian Amazonia. Soil Science 163:190-202. https://doi.org/10.1097/00010694-199803000-00003
  23. Tomasella J, Hodnett MG, Rossato L, 2000. Pedotransfer functions for the estimation of soil water retention in Brazilian soils. Soil Science Society of America Journal 64:327-338. https://doi.org/10.2136/sssaj2000.641327x
  24. Van Genuchten M Th. 1980. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 44, 892-898. https://doi.org/10.2136/sssaj1980.03615995004400050002x
  25. Vereecken H, Feyen J, Maes J, Darius P. 1989. Estimating the soil moisture retention characteristic from texture, bulk density, and carbon content. Soil Science 148, 389-403. https://doi.org/10.1097/00010694-198912000-00001
  26. Warick AW. 2002. Soil physics companion. CRC press. Baca Raton.