메뉴 건너뛰기




Volumn 19, Issue 1, 2019, Pages 366-372

Development of pedotransfer functions for predicting the bulk density in the critical zone on the Loess Plateau, China

Author keywords

Artificial neuron network; Bulk density; Multiple linear regression; Pedotransfer function

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BEDROCK; BULK DENSITY; CRITICAL FLOW; DRILLING; LOESS; PARAMETER ESTIMATION; PEDOTRANSFER FUNCTION; PREDICTION; REGRESSION ANALYSIS; SOIL DEPTH; SOIL ORGANIC MATTER; SOIL PROFILE; SOIL TEXTURE;

EID: 85047662064     PISSN: 14390108     EISSN: 16147480     Source Type: Journal    
DOI: 10.1007/s11368-018-2040-1     Document Type: Article
Times cited : (21)

References (29)
  • 1
    • 0043131864 scopus 로고    scopus 로고
    • Compaction and subsoiling effects on corn growth and soil bulk density
    • Abuhamdeh NH (2003) Compaction and subsoiling effects on corn growth and soil bulk density. Soil Sci Soc Am J 67. 10.2136/sssaj2003.1213
    • (2003) Soil Sci Soc Am J , vol.67
    • Abuhamdeh, N.H.1
  • 2
    • 55249098089 scopus 로고    scopus 로고
    • Modeling soil hydraulic properties for a wide range of soil conditions
    • Balland V, Pollacco JAP, Arp PA (2008) Modeling soil hydraulic properties for a wide range of soil conditions. Ecol Model 219:300–316
    • (2008) Ecol Model , vol.219 , pp. 300-316
    • Balland, V.1    Pollacco, J.A.P.2    Arp, P.A.3
  • 3
    • 34047162025 scopus 로고    scopus 로고
    • Pedotransfer functions for estimating soil bulk density from existing soil survey reports in Brazil
    • Benites VM, Machado PLOA, Fidalgo ECC, Coelho MR, Madari BE (2007) Pedotransfer functions for estimating soil bulk density from existing soil survey reports in Brazil. Geoderma 139:90–97
    • (2007) Geoderma , vol.139 , pp. 90-97
    • Benites, V.M.1    Machado, P.L.O.A.2    Fidalgo, E.C.C.3    Coelho, M.R.4    Madari, B.E.5
  • 4
    • 84857998507 scopus 로고    scopus 로고
    • Pedotransfer functions to estimate soil bulk density for Northern Africa: Tunisia case
    • Brahim N, Bernoux M, Gallali T (2012) Pedotransfer functions to estimate soil bulk density for Northern Africa: Tunisia case. J Arid Environ 81:77–83
    • (2012) J Arid Environ , vol.81 , pp. 77-83
    • Brahim, N.1    Bernoux, M.2    Gallali, T.3
  • 5
    • 2342618976 scopus 로고    scopus 로고
    • Soil physical quality: part I. Theory, effects of soil texture, density, and organic matter, and effects on root growth
    • Dexter AR (2004) Soil physical quality: part I. Theory, effects of soil texture, density, and organic matter, and effects on root growth. Geoderma 120:201–214
    • (2004) Geoderma , vol.120 , pp. 201-214
    • Dexter, A.R.1
  • 6
    • 12944283021 scopus 로고    scopus 로고
    • Using soil physical and chemical properties to estimate bulk density
    • Heuscher SA, Brandt CC, Jardine PM (2005) Using soil physical and chemical properties to estimate bulk density. Soil Sci Soc Am J 69:51–56
    • (2005) Soil Sci Soc Am J , vol.69 , pp. 51-56
    • Heuscher, S.A.1    Brandt, C.C.2    Jardine, P.M.3
  • 7
    • 84855967352 scopus 로고    scopus 로고
    • Empirically-derived pedotransfer functions for predicting bulk density in European soils
    • Hollis JM, Hannam J, Bellamy PH (2012) Empirically-derived pedotransfer functions for predicting bulk density in European soils. Eur J Soil Sci 63:96–109
    • (2012) Eur J Soil Sci , vol.63 , pp. 96-109
    • Hollis, J.M.1    Hannam, J.2    Bellamy, P.H.3
  • 8
    • 79953188999 scopus 로고    scopus 로고
    • Soil shrinkage and hydrostructural characteristics of three swelling soils in Shaanxi
    • Huang C, Shao M, Tan W (2011) Soil shrinkage and hydrostructural characteristics of three swelling soils in Shaanxi. China J Soils Sediments 11:474–481
    • (2011) China J Soils Sediments , vol.11 , pp. 474-481
    • Huang, C.1    Shao, M.2    Tan, W.3
  • 9
    • 0036348057 scopus 로고    scopus 로고
    • A pedo-transfer function (PTF) for estimating soil bulk density from basic soil data and its comparison with existing PTFs
    • Kaur R, Kumar S, Gurung HP (2002) A pedo-transfer function (PTF) for estimating soil bulk density from basic soil data and its comparison with existing PTFs. Aust J Soil Res 40:847–858
    • (2002) Aust J Soil Res , vol.40 , pp. 847-858
    • Kaur, R.1    Kumar, S.2    Gurung, H.P.3
  • 10
    • 33847355257 scopus 로고    scopus 로고
    • Estimating soil hydraulic properties of Fengqiu County soils in the North China Plain using pedo-transfer functions
    • Li Y, Chen D, White RE, Zhu A, Zhang J (2007) Estimating soil hydraulic properties of Fengqiu County soils in the North China Plain using pedo-transfer functions. Geoderma 138:261–271
    • (2007) Geoderma , vol.138 , pp. 261-271
    • Li, Y.1    Chen, D.2    White, R.E.3    Zhu, A.4    Zhang, J.5
  • 11
    • 84856599636 scopus 로고    scopus 로고
    • Earth’s critical zone and hydropedology: concepts, characteristics, and advances
    • Lin H (2010) Earth’s critical zone and hydropedology: concepts, characteristics, and advances. Hydrol Earth Syst Sci 6:3417–3481
    • (2010) Hydrol Earth Syst Sci , vol.6 , pp. 3417-3481
    • Lin, H.1
  • 12
    • 62049083359 scopus 로고    scopus 로고
    • Analysing the silt particles with the Malvern Mastersizer 2000
    • Liu YP, Tong J, Li XN (2005) Analysing the silt particles with the Malvern Mastersizer 2000. Water Conserv Sci Tech Econ 11:329–331
    • (2005) Water Conserv Sci Tech Econ , vol.11 , pp. 329-331
    • Liu, Y.P.1    Tong, J.2    Li, X.N.3
  • 13
    • 33746893825 scopus 로고    scopus 로고
    • Comparison of artificial neural network and regression pedotransfer functions for prediction of soil water retention and saturated hydraulic conductivity
    • Merdun H, Çınar Ö, Meral R, 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 90:108–116
    • (2006) Soil Till Res , vol.90 , pp. 108-116
    • Merdun, H.1    Çınar, Ö.2    Meral, R.3    Apan, M.4
  • 14
    • 79952088726 scopus 로고    scopus 로고
    • Spatial estimation of saturated hydraulic conductivity from terrain attributes using regression, kriging, and artificial neural networks
    • Motaghian HR, Mohammadi J (2011) Spatial estimation of saturated hydraulic conductivity from terrain attributes using regression, kriging, and artificial neural networks. Pedosphere 21:170–177
    • (2011) Pedosphere , vol.21 , pp. 170-177
    • Motaghian, H.R.1    Mohammadi, J.2
  • 19
    • 49549106864 scopus 로고    scopus 로고
    • Pedotransfer functions for soil hydraulic properties developed from a hilly watershed of Eastern India
    • Santra P, Das BS (2008) Pedotransfer functions for soil hydraulic properties developed from a hilly watershed of Eastern India. Geoderma 146:439–448
    • (2008) Geoderma , vol.146 , pp. 439-448
    • Santra, P.1    Das, B.S.2
  • 20
    • 0033851070 scopus 로고    scopus 로고
    • Soil and water loss from the Loess Plateau in China
    • Shi H, Shao M (2000) Soil and water loss from the Loess Plateau in China. J Arid Environ 45:9–20
    • (2000) J Arid Environ , vol.45 , pp. 9-20
    • Shi, H.1    Shao, M.2
  • 21
    • 79955967493 scopus 로고    scopus 로고
    • Soil bulk density pedotransfer functions of the humus horizon in arable soils
    • Suuster E, Ritz C, Roostalu H, Reintam E, Kõlli R, Astover A (2011) Soil bulk density pedotransfer functions of the humus horizon in arable soils. Geoderma 163:74–82
    • (2011) Geoderma , vol.163 , pp. 74-82
    • Suuster, E.1    Ritz, C.2    Roostalu, H.3    Reintam, E.4    Kõlli, R.5    Astover, A.6
  • 23
    • 15744370506 scopus 로고    scopus 로고
    • Predictive quality of pedotransfer functions for estimating bulk density of forest soils
    • Vos BD, Meirvenne MV, Quataert P, Deckers J, Muys B (2005) Predictive quality of pedotransfer functions for estimating bulk density of forest soils. Soil Sci Soc Am J 69:500–510
    • (2005) Soil Sci Soc Am J , vol.69 , pp. 500-510
    • Vos, B.D.1    Meirvenne, M.V.2    Quataert, P.3    Deckers, J.4    Muys, B.5
  • 24
    • 41949087839 scopus 로고    scopus 로고
    • Soil desiccation for Loess soils on natural and regrown areas
    • Wang L, Wang Q, Wei S, Shao MA, Li Y (2008) Soil desiccation for Loess soils on natural and regrown areas. For Ecol Manag 255:2467–2477
    • (2008) For Ecol Manag , vol.255 , pp. 2467-2477
    • Wang, L.1    Wang, Q.2    Wei, S.3    Shao, M.A.4    Li, Y.5
  • 25
    • 84875683485 scopus 로고    scopus 로고
    • Regional-scale variation and distribution patterns of soil saturated hydraulic conductivities in surface and subsurface layers in the loessial soils of China
    • Wang Y, Shao MA, Liu Z, Horton R (2013) Regional-scale variation and distribution patterns of soil saturated hydraulic conductivities in surface and subsurface layers in the loessial soils of China. J Hydrol 487:13–23
    • (2013) J Hydrol , vol.487 , pp. 13-23
    • Wang, Y.1    Shao, M.A.2    Liu, Z.3    Horton, R.4
  • 26
    • 84895070843 scopus 로고    scopus 로고
    • Prediction of bulk density of soils in the Loess Plateau region of China
    • Wang Y, Shao MA, Liu Z, Zhang C (2014) Prediction of bulk density of soils in the Loess Plateau region of China. Surv Geophys 35:395–413
    • (2014) Surv Geophys , vol.35 , pp. 395-413
    • Wang, Y.1    Shao, M.A.2    Liu, Z.3    Zhang, C.4
  • 27
    • 80054853904 scopus 로고    scopus 로고
    • Modeling multidimensional flow in wettable and water-repellent soils using artificial neural networks
    • Xiong Y, Wallach R, Furman A (2011) Modeling multidimensional flow in wettable and water-repellent soils using artificial neural networks. J Hydrol 410:92–104
    • (2011) J Hydrol , vol.410 , pp. 92-104
    • Xiong, Y.1    Wallach, R.2    Furman, A.3
  • 28
    • 84925504143 scopus 로고    scopus 로고
    • Evaluation of pedotransfer functions for estimating saturated hydraulic conductivity in coastal salt-affected mud farmland
    • Yao RJ, Yang JS, Wu DH, Li FR, Gao P, Wang XP (2015) Evaluation of pedotransfer functions for estimating saturated hydraulic conductivity in coastal salt-affected mud farmland. J Soils Sediments 15:902–916
    • (2015) J Soils Sediments , vol.15 , pp. 902-916
    • Yao, R.J.1    Yang, J.S.2    Wu, D.H.3    Li, F.R.4    Gao, P.5    Wang, X.P.6
  • 29
    • 84960131372 scopus 로고    scopus 로고
    • Pedotransfer functions for estimating soil bulk density:a case study in the three-river headwater region of Qinghai Province, China
    • Yi X, Li G, Yin Y (2016) Pedotransfer functions for estimating soil bulk density:a case study in the three-river headwater region of Qinghai Province, China. Pedosphere 26:362–373
    • (2016) Pedosphere , vol.26 , pp. 362-373
    • Yi, X.1    Li, G.2    Yin, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.