메뉴 건너뛰기




Volumn 338, Issue 1, 2011, Pages 233-245

Measuring carbon dynamics in field soils using soil spectral reflectance: Prediction of maize root density, soil organic carbon and nitrogen content

Author keywords

Arable soil; Carbon; Maize; Near infrared; Nitrogen; Root density

Indexed keywords

AGRICULTURAL SOIL; MAIZE; NEAR INFRARED; SANDY LOAM; SILTY LOAM; SOIL CARBON; SOIL DEPTH; SOIL NITROGEN; SOIL PROFILE; SPECTRAL REFLECTANCE; WAVELENGTH;

EID: 78650307972     PISSN: 0032079X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11104-010-0501-4     Document Type: Article
Times cited : (50)

References (45)
  • 2
    • 0013391532 scopus 로고    scopus 로고
    • Quantitative remote sensing of soil properties
    • Ben-Dor E (2002) Quantitative remote sensing of soil properties. Adv Agron 75: 173-243.
    • (2002) Adv Agron , vol.75 , pp. 173-243
    • Ben-Dor, E.1
  • 3
    • 0003862924 scopus 로고
    • NZ Soil Bureau Scientific Report No. 80, Department of Scientific and Industrial Research, Lower Hutt, New Zealand
    • Blakemore LC, Searle PL, Daly BK (1987) Methods for chemical analysis of soils. NZ Soil Bureau Scientific Report No. 80, Department of Scientific and Industrial Research, Lower Hutt, New Zealand.
    • (1987) Methods for chemical analysis of soils
    • Blakemore, L.C.1    Searle, P.L.2    Daly, B.K.3
  • 5
    • 0032447708 scopus 로고    scopus 로고
    • Root architecture affects nitrate leaching from bentgrass turf
    • Bownman DC, Devitt DA, Engelke MC, Rufty JTW (1998) Root architecture affects nitrate leaching from bentgrass turf. Crop Sci 38: 1633-1639.
    • (1998) Crop Sci , vol.38 , pp. 1633-1639
    • Bownman, D.C.1    Devitt, D.A.2    Engelke, M.C.3    Rufty, J.T.W.4
  • 6
    • 0036185938 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopic analysis of soil C and N
    • Chang CW, Laird DA (2002) Near-infrared reflectance spectroscopic analysis of soil C and N. Soil Sci 167: 110-116.
    • (2002) Soil Sci , vol.167 , pp. 110-116
    • Chang, C.W.1    Laird, D.A.2
  • 7
    • 0035042039 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy-principal component regression analysis of soil properties
    • Chang CW, Laird DA, Mausbach MJ, Hurburg CR Jr (2001) Near-infrared reflectance spectroscopy-principal component regression analysis of soil properties. Soil Sci Soc Am J 65: 480-490.
    • (2001) Soil Sci Soc Am J , vol.65 , pp. 480-490
    • Chang, C.W.1    Laird, D.A.2    Mausbach, M.J.3    Hurburg Jr., C.R.4
  • 9
    • 34547637864 scopus 로고    scopus 로고
    • Genotypic variation in patterns of root distribution, nitrate interception and response to moisture stress of a perennial ryegrass (Lolium perenne L.) mapping population
    • Crush JR, Easton HS, Waller JE, Hume DE, Faville MJ (2007) Genotypic variation in patterns of root distribution, nitrate interception and response to moisture stress of a perennial ryegrass (Lolium perenne L.) mapping population. Grass Forage Sci 62: 256-273.
    • (2007) Grass Forage Sci , vol.62 , pp. 256-273
    • Crush, J.R.1    Easton, H.S.2    Waller, J.E.3    Hume, D.E.4    Faville, M.J.5
  • 10
    • 0344759182 scopus 로고    scopus 로고
    • Alteration of soil properties through a weathering sequence as evaluated by spectral reflectance
    • Demattê JAM, Garcia PA (1999) Alteration of soil properties through a weathering sequence as evaluated by spectral reflectance. Soil Sci Soc Am J 63: 327-343.
    • (1999) Soil Sci Soc Am J , vol.63 , pp. 327-343
    • Demattê, J.A.M.1    Garcia, P.A.2
  • 12
    • 0038384499 scopus 로고    scopus 로고
    • Is there an optimal root architecture for nitrate capture in leaching environment?
    • Dunbabin V, Diggle A, Rengel Z (2003) Is there an optimal root architecture for nitrate capture in leaching environment? Plant Cell Environ 26: 835-844.
    • (2003) Plant Cell Environ , vol.26 , pp. 835-844
    • Dunbabin, V.1    Diggle, A.2    Rengel, Z.3
  • 13
    • 0024248640 scopus 로고
    • Let the soil do the work for us
    • Elliot ET, Coleman DC (1988) Let the soil do the work for us. Ecol Bull 39: 23-32.
    • (1988) Ecol Bull , vol.39 , pp. 23-32
    • Elliot, E.T.1    Coleman, D.C.2
  • 14
    • 0026359949 scopus 로고
    • Soil core-break method to estimate pine root distribution
    • Escamilla JA, Comerford NB, Neary DG (1991) Soil core-break method to estimate pine root distribution. Soil Sci Soc Am J 55: 1722-1726.
    • (1991) Soil Sci Soc Am J , vol.55 , pp. 1722-1726
    • Escamilla, J.A.1    Comerford, N.B.2    Neary, D.G.3
  • 16
    • 0346091044 scopus 로고    scopus 로고
    • The prediction of C and N content and their potential mineralisation in heterogenous soil samples using Vis-NIR spectroscopy and comparative methods
    • Fystro G (2002) The prediction of C and N content and their potential mineralisation in heterogenous soil samples using Vis-NIR spectroscopy and comparative methods. Plant Soil 246: 139-149.
    • (2002) Plant Soil , vol.246 , pp. 139-149
    • Fystro, G.1
  • 18
    • 0027039611 scopus 로고
    • Effect of soil texture and structure on carbon and nitrogen mineralization in grassland soils
    • Hassink J (1992) Effect of soil texture and structure on carbon and nitrogen mineralization in grassland soils. Biol Fertil Soils 14: 126-134.
    • (1992) Biol Fertil Soils , vol.14 , pp. 126-134
    • Hassink, J.1
  • 19
    • 67849124313 scopus 로고    scopus 로고
    • Soil water status mapping and two variable rate irrigation scenarios
    • Hedley CB, Yule IJ (2009) Soil water status mapping and two variable rate irrigation scenarios. Precision Agric 10: 342-355.
    • (2009) Precision Agric , vol.10 , pp. 342-355
    • Hedley, C.B.1    Yule, I.J.2
  • 21
    • 33846517504 scopus 로고    scopus 로고
    • Spectroradiometer data structuring, pre-processing and analysis-an IT based approach
    • Hueni A, Tuohy M (2006) Spectroradiometer data structuring, pre-processing and analysis-an IT based approach. J Spatial Sci 51: 93-102.
    • (2006) J Spatial Sci , vol.51 , pp. 93-102
    • Hueni, A.1    Tuohy, M.2
  • 22
    • 53749098144 scopus 로고    scopus 로고
    • The use of diffuse reflectance spectroscopy for in situ carbon and nitrogen analysis of pastoral soils
    • Kusumo BH, Hedley CB, Hedley MJ, Hueni A, Tuohy MP, Arnold GC (2008a) The use of diffuse reflectance spectroscopy for in situ carbon and nitrogen analysis of pastoral soils. Aust J Soil Res 46: 623-635.
    • (2008) Aust J Soil Res , vol.46 , pp. 623-635
    • Kusumo, B.H.1    Hedley, C.B.2    Hedley, M.J.3    Hueni, A.4    Tuohy, M.P.5    Arnold, G.C.6
  • 23
    • 78650310465 scopus 로고    scopus 로고
    • Predicting soil carbon and nitrogen concentrations and pasture root densities from proximally sensed soil spectral reflectance
    • 5-8 February 2008 Sydney, Australia. The Australian Centre for Precision Agriculture, University of Sydney & CSIRO Land and Water
    • Kusumo BH, Hedley MJ, Tuohy MP, Hedley CB, Arnold GC (2008b) Predicting soil carbon and nitrogen concentrations and pasture root densities from proximally sensed soil spectral reflectance. In: 1st Global Workshop on High Resolution Digital Soil Sensing & Mapping. 5-8 February 2008 Sydney, Australia. The Australian Centre for Precision Agriculture, University of Sydney & CSIRO Land and Water.
    • (2008) 1st Global Workshop on High Resolution Digital Soil Sensing & Mapping
    • Kusumo, B.H.1    Hedley, M.J.2    Tuohy, M.P.3    Hedley, C.B.4    Arnold, G.C.5
  • 24
    • 58549088738 scopus 로고    scopus 로고
    • The use of Vis-NIR spectral reflectance for determining root density: evaluation of ryegrass roots in a glasshouse trial
    • Kusumo BH, Hedley MJ, Hedley CB, Hueni A, Arnold GC, Tuohy MP (2009a) The use of Vis-NIR spectral reflectance for determining root density: evaluation of ryegrass roots in a glasshouse trial. Eur J Soil Sci 60: 22-32.
    • (2009) Eur J Soil Sci , vol.60 , pp. 22-32
    • Kusumo, B.H.1    Hedley, M.J.2    Hedley, C.B.3    Hueni, A.4    Arnold, G.C.5    Tuohy, M.P.6
  • 25
    • 74549222212 scopus 로고    scopus 로고
    • Predicting pasture root density from soil spectral reflectance: field measurement
    • Kusumo BH, Hedley MJ, Hedley CB, Arnold GC, Tuohy MP (2009b) Predicting pasture root density from soil spectral reflectance: field measurement. Eur J Soil Sci 61: 1-13.
    • (2009) Eur J Soil Sci , vol.61 , pp. 1-13
    • Kusumo, B.H.1    Hedley, M.J.2    Hedley, C.B.3    Arnold, G.C.4    Tuohy, M.P.5
  • 26
    • 34547950547 scopus 로고    scopus 로고
    • Roots of the second green revolution
    • Lynch JP (2007) Roots of the second green revolution. Aust J Bot 55: 493-512.
    • (2007) Aust J Bot , vol.55 , pp. 493-512
    • Lynch, J.P.1
  • 27
    • 58549090337 scopus 로고    scopus 로고
    • The use of near-infrared spectroscopy for soil analysis
    • L. D. Currie and J. A. Hanly (Eds.), Palmerston North: Fertilizer and Lime Research Centre, Massey University
    • Malley DF, Martin PD (2003) The use of near-infrared spectroscopy for soil analysis. In: Currie LD, Hanly JA (eds) Tools for nutrient and pollutant management: application to agriculture and environmental quality. Fertilizer and Lime Research Centre, Massey University, Palmerston North, pp 371-404.
    • (2003) Tools for Nutrient and Pollutant Management: Application to Agriculture and Environmental Quality , pp. 371-404
    • Malley, D.F.1    Martin, P.D.2
  • 29
    • 85140937159 scopus 로고    scopus 로고
    • Application in analysis of soils
    • K. A. Barbarick, C. A. Roberts, W. A. Dick, J. WorkmanJr, J. B. ReevesIII, and L. Al-Amoodi (Eds.), Madison: American Society of Agronomy, Crop Science Society of America, Soil Science Society of America
    • Malley DF, Martin PD, Ben-Dor E (2004) Application in analysis of soils. In: Barbarick KA, Roberts CA, Dick WA, Workman J Jr, Reeves JB III, Al-Amoodi L (eds) Near-infrared spectroscopy in agriculture, Agronomy Monograph no. 44. American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, pp 729-784.
    • (2004) Near-Infrared Spectroscopy in Agriculture, Agronomy Monograph No. 44 , pp. 729-784
    • Malley, D.F.1    Martin, P.D.2    Ben-Dor, E.3
  • 30
    • 0036881646 scopus 로고    scopus 로고
    • Determination of soil organic carbon and nitrogen at the field level using near-infrared spectroscopy
    • Martin PD, Malley DF, Manning G, Fuller L (2002) Determination of soil organic carbon and nitrogen at the field level using near-infrared spectroscopy. Can J Soil Sci 82: 413-422.
    • (2002) Can J Soil Sci , vol.82 , pp. 413-422
    • Martin, P.D.1    Malley, D.F.2    Manning, G.3    Fuller, L.4
  • 31
    • 26444581512 scopus 로고
    • Strength of compacted Amarillo fine sandy loan as influenced by moisture, clay content, and exchangeable cation
    • Mathers AC, Lotspeich FB, Laase GR, Wilson GC (1966) Strength of compacted Amarillo fine sandy loan as influenced by moisture, clay content, and exchangeable cation. Soil Sci Soc Am Proc 30: 788-791.
    • (1966) Soil Sci Soc Am Proc , vol.30 , pp. 788-791
    • Mathers, A.C.1    Lotspeich, F.B.2    Laase, G.R.3    Wilson, G.C.4
  • 33
    • 0003393128 scopus 로고    scopus 로고
    • MINITAB Inc, Pennsylvania: State College
    • MINITAB Inc (2003) MINITAB Statistical Software. State College, Pennsylvania.
    • (2003) MINITAB Statistical Software
  • 34
    • 0000038544 scopus 로고
    • A method of estimating the total length of root in a sample
    • Newman EI (1966) A method of estimating the total length of root in a sample. J Appl Ecol 3: 139-145.
    • (1966) J Appl Ecol , vol.3 , pp. 139-145
    • Newman, E.I.1
  • 35
    • 63449084919 scopus 로고    scopus 로고
    • Use of near-infrared reflectance spectroscopy to predict the percentage of dead versus living grass roots
    • Picon-Cochard C, Pilon R, Revaillot S, Jestin M, Dawson L (2009) Use of near-infrared reflectance spectroscopy to predict the percentage of dead versus living grass roots. Plant Soil 317: 309-320.
    • (2009) Plant Soil , vol.317 , pp. 309-320
    • Picon-Cochard, C.1    Pilon, R.2    Revaillot, S.3    Jestin, M.4    Dawson, L.5
  • 36
    • 22144471597 scopus 로고    scopus 로고
    • The role of plants and land management in sequestering soil carbon in temperate arable and grassland ecosystems
    • Rees RM, Bingham IJ, Baddeley JA, Watson CA (2005) The role of plants and land management in sequestering soil carbon in temperate arable and grassland ecosystems. Geoderma 128: 130-154.
    • (2005) Geoderma , vol.128 , pp. 130-154
    • Rees, R.M.1    Bingham, I.J.2    Baddeley, J.A.3    Watson, C.A.4
  • 37
    • 0003378584 scopus 로고    scopus 로고
    • The potential of near infrared reflectance spectroscopy as a tool for spatial mapping of soil composition for use in precision agriculture
    • In: Davies AMC, Giangiacomo R (eds), Norwich, UK, NIR Publications
    • Reeves JB III, McCarty GW (2000) The potential of near infrared reflectance spectroscopy as a tool for spatial mapping of soil composition for use in precision agriculture. In: Davies AMC, Giangiacomo R (eds) Near infrared spectroscopy: Proceeding of the 9th International Conference. Norwich, UK, NIR Publications, pp 587-591.
    • (2000) Near infrared spectroscopy: Proceeding of the 9th International Conference , pp. 587-591
    • Reeves III, J.B.1    McCarty, G.W.2
  • 38
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedure
    • Savitzky A, Golay MJE (1964) Smoothing and differentiation of data by simplified least squares procedure. Anal Chem 36: 1627-1638.
    • (1964) Anal Chem , vol.36 , pp. 1627-1638
    • Savitzky, A.1    Golay, M.J.E.2
  • 39
    • 0034986616 scopus 로고    scopus 로고
    • Tillage-induced changes to soil structure and organic carbon fractions in New Zealand soils
    • Shepherd TG, Saggar S, Newman RH, Ross CW, Dando JL (2001) Tillage-induced changes to soil structure and organic carbon fractions in New Zealand soils. Aust J Soil Res 39: 465-489.
    • (2001) Aust J Soil Res , vol.39 , pp. 465-489
    • Shepherd, T.G.1    Saggar, S.2    Newman, R.H.3    Ross, C.W.4    Dando, J.L.5
  • 40
    • 0842284603 scopus 로고    scopus 로고
    • Carbon sequestration in croplands: the potential in Europe and the global context
    • Smith P (2004) Carbon sequestration in croplands: the potential in Europe and the global context. Eur J Agron 20: 229-236.
    • (2004) Eur J Agron , vol.20 , pp. 229-236
    • Smith, P.1
  • 41
    • 0000949163 scopus 로고
    • The occurrence of interlayer clay-organic complexes in two New Zealand soils
    • Theng BKG, Churchman GJ, Newman RH (1986) The occurrence of interlayer clay-organic complexes in two New Zealand soils. Soil Sci 142: 262-266.
    • (1986) Soil Sci , vol.142 , pp. 262-266
    • Theng, B.K.G.1    Churchman, G.J.2    Newman, R.H.3
  • 42
    • 0038027191 scopus 로고    scopus 로고
    • Quantitative analysis of soil chemical properties with diffuse reflectance spectrometry and partial least-square regression: a feasibility study
    • Udelhoven T, Emmerling C, Jarmer T (2003) Quantitative analysis of soil chemical properties with diffuse reflectance spectrometry and partial least-square regression: a feasibility study. Plant Soil 251: 319-329.
    • (2003) Plant Soil , vol.251 , pp. 319-329
    • Udelhoven, T.1    Emmerling, C.2    Jarmer, T.3
  • 43
    • 0000407223 scopus 로고
    • Soil compaction and root growth: a review
    • Unger PW, Kaspar TC (1994) Soil compaction and root growth: a review. Agron J 86: 759-766.
    • (1994) Agron J , vol.86 , pp. 759-766
    • Unger, P.W.1    Kaspar, T.C.2
  • 44
    • 0001392735 scopus 로고    scopus 로고
    • Implementation of near-infrared technology
    • P. Williams and K. Norris (Eds.), Minnesota: American Association of Cereal Chemist
    • Williams PC (2001) Implementation of near-infrared technology. In: Williams P, Norris K (eds) Near-infrared technology in the agriculture and food industries. American Association of Cereal Chemist, Minnesota, pp 145-169.
    • (2001) Near-Infrared Technology in the Agriculture and Food Industries , pp. 145-169
    • Williams, P.C.1
  • 45
    • 85140939854 scopus 로고    scopus 로고
    • Understanding and using the near-infrared spectrum as an analytical method
    • K. A. Barbarick, C. A. Roberts, W. A. Dick, J. WorkmanJr, J. B. ReevesIII, and L. Al-Amoodi (Eds.), Madison: American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America
    • Workman J Jr, Shenk J (2004) Understanding and using the near-infrared spectrum as an analytical method. In: Barbarick KA, Roberts CA, Dick WA, Workman J Jr, Reeves JB III, Al-Amoodi L (eds) Near-infrared spectroscopy in agriculture, Agronomy Monograph no. 44. American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America, Madison, pp 3-10.
    • (2004) Near-Infrared Spectroscopy in Agriculture, Agronomy Monograph No. 44 , pp. 3-10
    • Workman Jr., J.1    Shenk, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.