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Pedotransfer functions for predicting tropical soil water retention: A case study in upper Citarum watershed, Indonesia

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Tropical regions such as Java, Indonesia, still lack publication of soil water retention (SWR) information, particularly at upper Citarum watershed. The SWR is one of the critical elements in water storage and movement in the soil and very important to solve ecological and environmental problems. However, getting the access requires a lot of laboratory measurement that is time-consuming and expensive. Therefore, utilizing pedotransfer functions (PTFs) to estimate the water in the soil is needed. This study aims to define soil properties related to the SWR and to evaluate the performance of existing PTFs in predicting SWR. The study was carried out at agroforestry land system soil at upper Citarum watershed, Indonesia. Ten point and two continuous existing PTFs developed for tropical regions were applied in this study. Pearson's correlation (r), mean error (ME), root mean square error (RMSE), and modelling efficiency (EF) were used for evaluation. Cation exchange capacity (CEC), organic carbon (OC), bulk density (BD), and clay were considered as potential soil properties for soil water retention prediction. The performance of PTFs by MINASNY, HARTEMINK [2011] at matric potential of –10 kPa and BOTULA [2013] at matric potential of –33 kPa and –1500 kPa were recommended for point PTFs, while PTFs by HODNETT, TOMASELLA [2002] was for continuous PTFs in predicting SWR. The accuracy of the point PTFs is almost better than the continuous PTFs in predicting SWR in agroforestry land system soil at upper Citarum watershed, Indonesia.
Wydawca
Rocznik
Tom
Strony
76--85
Opis fizyczny
Bibliogr. 33 poz., rys., tab.
Twórcy
autor
  • Research Center for Geotechnology, Indonesian Institute of Sciences, Indonesia
  • Soil Science and Land Resources Department, Faculty of Agriculture, Padjadjaran University, Indonesia
  • Soil Science and Land Resources Department, Faculty of Agriculture, Padjadjaran University, Indonesia
  • Soil Science and Land Resources Department, Faculty of Agriculture, Padjadjaran University, Indonesia
  • Research Center for Geotechnology, Indonesian Institute of Sciences, Indonesia
Bibliografia
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  • ADHIKARY P.P., CHAKRABORTY D., KALRA N., PATRA A.K. 2008. Pedotransfer functions for predicting the hydraulic properties of Indian soils. Australian Journal of Soil Research. Vol. 46. Iss. 5 p. 476–486. DOI 10.1071/SR07042.
  • AINA O.P., PERIASWAMY P.S. 1985. Estimating available water-holding capacity of western Nigerian soils from soil texture and bulk density, using core and sieved samples. Soil Science. Vol. 140. Iss. 1 p. 55–58. DOI 10.1097/00010694-198507000-00007.
  • ALZWAR M., AKBAR N.A., BACHRI S. 1992. Geological map of Garut and Pameungpeuk sheet, West Java, scale 1:100.000. Bandung.
  • ARRUDA F.B., ZULLO JR J., OLIVEIRA J.B. 1987. Soil parameters for the calculation of available water based soil texture. Revista Brasileira de Ciência do Solo. Vol. 11 p. 11–15.
  • BOTULA Y. 2013. Indirect methods to predict hydrophysical properties of soils of Lower Congo. Ghent, Belgium. Ghent University. ISBN 9059896483 pp. 245.
  • BOTULA Y., CORNELIS W.M., BAERT G., VAN RANST E.. 2012. Evaluation of pedotransfer functions for predicting water retention of soils in Lower Congo D.R. Congo. Agricultural Water Management. Vol. 111. p. 1–10. DOI 10.1016/j.agwat. 2012.04.006.
  • DIJKERMAN J.C. 1988. An Ustult-Aquult-Tropept catena in Sierra Leone, West Africa, II. Land qualities and land evaluation. Geoderma. Vol. 42. Iss. 1. p. 29–49. DOI 10.1016/0016-7061 (88)90021-3.
  • DURNER W., LIPSIUS K. 2006. Determining soil hydraulic properties. In: Encyclopedia of hydrological sciences. John Wiley and Sons p. 1121–1144. DOI 10.1002/0470848944.hsa077b.
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  • HEWELKE P., GNATOWSKI T., HEWELKE E., TYSZKA J., ŻAKOWICZ S. 2015. Analysis of water retention capacity for select forest soils in Poland. Polish Journal Environmental of Studies. Vol. 24. Iss. 3 p. 1013–1019. DOI 10.15244/pjoes/23259.
  • HODNETT M.G., 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. Vol. 108. Iss. 3 p. 155–180. DOI 10.1016/S0016-7061(02)00105-2.
  • HOPMANS J., SCHOUPS G.H. 2006. Soil water flow at different spatial scales. In: Encyclopedia of hydrological sciences: John Wiley and Sons p. 999–1010. DOI 10.1002/ 0470848944.hsa070.
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  • MCBRATNEY A.B., MINASNY B., CATTLE S.R., VERVOORT R.W. 2002. From pedotransfer functions to soil inference systems. Geoderma. Vol. 109. Iss. 1 p. 41–73. DOI 10.1016/S0016-7061(02)00139-8.
  • MCNEILL S.J., LILBURNE L.R., CARRICK S., WEBB T.H., CUTHILL T. 2018. Pedotransfer functions for the soil water characteristics of New Zealand soils using S-map information. Geoderma. Vol. 326 p. 96–110. DOI 10.1016/j.geoderma.2018. 04.011.
  • MINASNY B., HARTEMINK A.E. 2011. Predicting soil properties in the tropics. Earth Science Reviews. Vol. 106. Iss. 1 p. 52–62. DOI 10.1016/j.earscirev.2011.01.005.
  • MULYONO A., SURIADIKUSUMAH A., HARRIYANTO R., DJUWANSAH M.R. 2019. Soil quality under agroforestry trees pattern in upper Citarum watershed, Indonesia. Journal of Ecological Engineering. Vol. 20 p. 203–213. DOI 10.12911/ 22998993/93942.
  • OLIVEIRA L.B., RIBEIRO M.R., JACOMINE P.K.T., RODRIGUES J.V.V., MARQUES F.A. 2002. Funções de pedotransferência para predição da umidade retida a potenciais específicos em solos do estado de Pernambuco [Pedotransfer functions for the prediction of moisture retention and specific potentials in soils of Pernambuco State (Brazil)]. Revista Brasileira de Ciência do Solo. Vol. 26. No. 2 p. 315–323. DOI 10.1590/ S0100-06832002000200004.
  • PACHEPSKY Y., SCHAAP M.G. 2004. Data mining and exploration techniques. Development in Soil Science. Vol. 30(C) p. 21–32. DOI 10.1016/S0166-2481(04)30002-4.
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  • RUSTANTO A., BOOIJ M.J., WÖSTEN H., HOEKSTRA A.Y. 2017. Application and recalibration of soil water retention pedotransfer functions in a tropical upstream catchment: A case study in Bengawan Solo, Indonesia. Journal of Hydrology and Hydromechanics. Vol. 65. Iss. 3 p. 307–320. DOI 10.1515/johh-2017-0020.
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  • SUPRAYOGO D., CADISCH G., NOORDWIJK M.V. 2003. A pedotransfer resource database (PTFRDB) for tropical soils: test with the water balance of WaNuLCAS. MODSIM proceedings. Ed. D. Post. Townsville, Australia p. 584–589.
  • TOMASELLA J., HODNETT M. 2004. Pedotransfer functions for tropical soils. In: Development of pedotransfer functions in soil hydrology. Ed. W.J. Pachepsky, Y.A. Rawls. Elsevier p. 415–429. DOI 10.1016/S0166-2481(04)30021-8.
  • VAN DEN BERG M., KLAMT E., VAN REEUWIJK L.P., SOMBROEK W.G. 1997. Pedotransfer functions for the estimation of moisture retention characteristics of Ferralsols and related soils. Geoderma. Vol. 78. Iss. 3–4 p. 161–180. DOI 10.1016/ S0016-7061(97)00045-1.
  • VEREECKEN H., WEYNANTS M., JAVAUX M., PACHEPSKY Y., SCHAAP M.G., GENUCHTEN M.T. 2010. Using pedotransfer functions to estimate the van Genuchten–Mualem soil hydraulic properties: A review. Vadose Zone Journal. Vol. 9. Iss. 4 p. 795–820. DOI 10.2136/vzj2010.0045.
  • WEYNANTS M., VEREECKEN H., JAVAUX M. 2009. Revisiting Vereecken pedotransfer functions: Introducing a closed-form hydraulic model. Vadose Zone Journal. Vol. 8. Iss. 1 p. 86–95. DOI 10.2136/vzj2008.0062.
  • WÖSTEN J.H.M., PACHEPSKY Y.A., RAWLS W.J. 2001. Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics. Journal of Hydrology. Vol. 251. Iss. 3–4 p. 123–150. DOI 10.1016/ S0022-1694(01)00464-4.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-933f73c1-0b4a-4f80-8064-8b211b94b021
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