메뉴 건너뛰기




Volumn 244-245, Issue , 2017, Pages 57-71

Comparison of different satellite bands and vegetation indices for estimation of soil organic matter based on simulated spectral configuration

Author keywords

Optimal band algorithm; Particle swarm optimization; Soil organic matter content; Spectral response function; Support vector machine

Indexed keywords

ACCURACY ASSESSMENT; ALGORITHM; ASTER; BIOLOGICAL CHARACTERISTICS; CHEMICAL COMPOSITION; COMPARATIVE STUDY; ESTIMATION METHOD; NDVI; OPTIMIZATION; PHYSICOCHEMICAL PROPERTY; REFLECTANCE; SATELLITE DATA; SATELLITE SENSOR; SOIL ORGANIC MATTER; SPECTRAL ANALYSIS; SUPPORT VECTOR MACHINE; VEGETATION INDEX; WORLDVIEW;

EID: 85019975464     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2017.05.018     Document Type: Article
Times cited : (74)

References (41)
  • 1
    • 84902493863 scopus 로고    scopus 로고
    • A comparative data-fusion analysis of multi-sensor satellite images
    • Abdikan, S., Sanlia, F.B., Sunar, F., Ehlers, M., A comparative data-fusion analysis of multi-sensor satellite images. Int. J. Digit. Earth 7 (2014), 671–687.
    • (2014) Int. J. Digit. Earth , vol.7 , pp. 671-687
    • Abdikan, S.1    Sanlia, F.B.2    Sunar, F.3    Ehlers, M.4
  • 2
    • 77955084450 scopus 로고    scopus 로고
    • Uninformative parameters and model selection using Akaike's Information Criterion
    • Arnold, T.W., Uninformative parameters and model selection using Akaike's Information Criterion. J. Wildl. Manage. 74 (2010), 1175–1178.
    • (2010) J. Wildl. Manage. , vol.74 , pp. 1175-1178
    • Arnold, T.W.1
  • 4
    • 84860491000 scopus 로고
    • Reflectance of radiant energy from soils
    • Bowers, S.A., Hanks, R.J., Reflectance of radiant energy from soils. Soil Sci. 100 (1965), 130–138.
    • (1965) Soil Sci. , vol.100 , pp. 130-138
    • Bowers, S.A.1    Hanks, R.J.2
  • 5
    • 33646251126 scopus 로고    scopus 로고
    • Global soil characterization with VNIR diffuse reflectance spectroscopy
    • Brown, D.J., Shepherd, K.D., Walsh, M.G., Dewayne Mays, M., Reinsch, T.G., Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma 132 (2006), 273–290.
    • (2006) Geoderma , vol.132 , pp. 273-290
    • Brown, D.J.1    Shepherd, K.D.2    Walsh, M.G.3    Dewayne Mays, M.4    Reinsch, T.G.5
  • 6
    • 0022928032 scopus 로고
    • Simultaneous determination of moisture, organic carbon and total nitrogen by near infrared reflectance spectrophotometry
    • Dalal, R.C., Henry, R.J., Simultaneous determination of moisture, organic carbon and total nitrogen by near infrared reflectance spectrophotometry. Soil Sci. Soc. Am. J. 50 (1986), 120–123.
    • (1986) Soil Sci. Soc. Am. J. , vol.50 , pp. 120-123
    • Dalal, R.C.1    Henry, R.J.2
  • 7
    • 1342309508 scopus 로고    scopus 로고
    • Analysis of VNIR (400–1100 nm) spectral signatures for estimation of soil organic matter in tropical soils of Thailand
    • Daniel, K.W., Tripathi, N.K., Honda, K., Apisit, E., Analysis of VNIR (400–1100 nm) spectral signatures for estimation of soil organic matter in tropical soils of Thailand. Int. J. Remote Sens. 25 (2004), 643–652.
    • (2004) Int. J. Remote Sens. , vol.25 , pp. 643-652
    • Daniel, K.W.1    Tripathi, N.K.2    Honda, K.3    Apisit, E.4
  • 9
    • 9944247638 scopus 로고    scopus 로고
    • Evaluating soil color with farmer input and apparent soil electrical conductivity for management zone delineation
    • Fleming, K.L., Heermann, D.F., Westfall, D.G., Evaluating soil color with farmer input and apparent soil electrical conductivity for management zone delineation. Agron. J. 96 (2004), 1581–1587.
    • (2004) Agron. J. , vol.96 , pp. 1581-1587
    • Fleming, K.L.1    Heermann, D.F.2    Westfall, D.G.3
  • 10
    • 0001867060 scopus 로고
    • Ultraviolet, visible, and near-infrared reflectance spectroscopy: laboratory spectra of geologic materials
    • C.M. Pieters P.E. Englert Cambridge Univ. Press Cambridge, UK
    • Gaffey, S.J., McFadden, L.A., Nash, D., Pieters, C.M., Ultraviolet, visible, and near-infrared reflectance spectroscopy: laboratory spectra of geologic materials. Pieters, C.M., Englert, P.E., (eds.) Remote Geochemical Analysis: Elemental and Mineralogical Composition, 1993, Cambridge Univ. Press, Cambridge, UK, 43–77.
    • (1993) Remote Geochemical Analysis: Elemental and Mineralogical Composition , pp. 43-77
    • Gaffey, S.J.1    McFadden, L.A.2    Nash, D.3    Pieters, C.M.4
  • 11
    • 84902279145 scopus 로고    scopus 로고
    • Estimation of soil organic matter content in desertified lands using measured soil spectral data
    • (in Chinese)
    • Gao, Z.H., Bai, L.N., Wang, B.Y., Li, Z.Y., Li, X.S., Wang, Y.K., Estimation of soil organic matter content in desertified lands using measured soil spectral data. Sci. Silvae Sin. 47 (2011), 9–16 (in Chinese).
    • (2011) Sci. Silvae Sin. , vol.47 , pp. 9-16
    • Gao, Z.H.1    Bai, L.N.2    Wang, B.Y.3    Li, Z.Y.4    Li, X.S.5    Wang, Y.K.6
  • 12
    • 84876025019 scopus 로고    scopus 로고
    • Estimation and mapping of soil organic matter based on Vis-NIR reflectance spectroscopy
    • (in Chinese)
    • Guo, Y., Ji, W.J., Wu, H.H., Shi, Z., Estimation and mapping of soil organic matter based on Vis-NIR reflectance spectroscopy. Spectrosc. Spect. Anal. 33 (2013), 1135–1140 (in Chinese).
    • (2013) Spectrosc. Spect. Anal. , vol.33 , pp. 1135-1140
    • Guo, Y.1    Ji, W.J.2    Wu, H.H.3    Shi, Z.4
  • 13
    • 0034930460 scopus 로고    scopus 로고
    • Soil moisture and organic matter prediction of B-horizon soils using an NIR soil sensors
    • Hummel, J.W., Sudduth, K.A., Hollinger, S.E., Soil moisture and organic matter prediction of B-horizon soils using an NIR soil sensors. Comput. Electron. Agr. 32 (2001), 149–165.
    • (2001) Comput. Electron. Agr. , vol.32 , pp. 149-165
    • Hummel, J.W.1    Sudduth, K.A.2    Hollinger, S.E.3
  • 15
    • 84880978360 scopus 로고    scopus 로고
    • Estimation of leaf water content in winter wheat using grey relational analysis (GRA)-partial least squares (PLS) modeling with hyperspectral data
    • Jin, X.L., Xu, X.G., Song, X.Y., Li, Z.H., Wang, J.H., Guo, W.S., Estimation of leaf water content in winter wheat using grey relational analysis (GRA)-partial least squares (PLS) modeling with hyperspectral data. Agron. J. 105 (2013), 1385–1392.
    • (2013) Agron. J. , vol.105 , pp. 1385-1392
    • Jin, X.L.1    Xu, X.G.2    Song, X.Y.3    Li, Z.H.4    Wang, J.H.5    Guo, W.S.6
  • 16
    • 84945901876 scopus 로고    scopus 로고
    • Combined multi-temporal optical and radar parameters for estimating LAI and biomass in winter wheat using H J and Radarsat-2 data
    • Jin, X.L., Yang, G.J., Xu, X.G., Yang, H., Feng, H.K., Li, Z.H., Shen, J.X., Zhao, C.J., Lan, Y.B., Combined multi-temporal optical and radar parameters for estimating LAI and biomass in winter wheat using H J and Radarsat-2 data. Remote Sens. 7 (2015), 13251–13272.
    • (2015) Remote Sens. , vol.7 , pp. 13251-13272
    • Jin, X.L.1    Yang, G.J.2    Xu, X.G.3    Yang, H.4    Feng, H.K.5    Li, Z.H.6    Shen, J.X.7    Zhao, C.J.8    Lan, Y.B.9
  • 17
    • 84953455274 scopus 로고    scopus 로고
    • Remote estimation of soil organic matter content in the Sanjiang Plain: northest China: the optimal band algorithm versus the GRA-ANN model
    • Jin, X.L., Du, J., Liu, H.J., Wang, Z.M., Song, K.S., Remote estimation of soil organic matter content in the Sanjiang Plain: northest China: the optimal band algorithm versus the GRA-ANN model. Agric. For. Meteorol. 218–219 (2016), 250–260.
    • (2016) Agric. For. Meteorol. , vol.218-219 , pp. 250-260
    • Jin, X.L.1    Du, J.2    Liu, H.J.3    Wang, Z.M.4    Song, K.S.5
  • 20
    • 84875578566 scopus 로고    scopus 로고
    • Soil organic matter sensing with an on-the-go optical sensor
    • Kweon, G., Maxton, C., Soil organic matter sensing with an on-the-go optical sensor. Biosyst. Eng. 115 (2013), 66–81.
    • (2013) Biosyst. Eng. , vol.115 , pp. 66-81
    • Kweon, G.1    Maxton, C.2
  • 21
    • 67650638599 scopus 로고    scopus 로고
    • Novel hyperspectral reflectance models for estimating black-soil organic matter in northeast china
    • Liu, H., Zhang, Y., Zhang, B., Novel hyperspectral reflectance models for estimating black-soil organic matter in northeast china. Environ. Monit. Assess. 154 (2009), 147–154.
    • (2009) Environ. Monit. Assess. , vol.154 , pp. 147-154
    • Liu, H.1    Zhang, Y.2    Zhang, B.3
  • 22
    • 84929460760 scopus 로고    scopus 로고
    • Prediction of soil organic matter variability associated with different land use types in mountainous landscape in southwestern Yunnan province, China
    • Liu, S.L., An, N.N., Yang, J.J., Dong, S.K., Wang, C., Yin, Y.J., Prediction of soil organic matter variability associated with different land use types in mountainous landscape in southwestern Yunnan province, China. Catena 133 (2015), 137–144.
    • (2015) Catena , vol.133 , pp. 137-144
    • Liu, S.L.1    An, N.N.2    Yang, J.J.3    Dong, S.K.4    Wang, C.5    Yin, Y.J.6
  • 23
    • 33747892868 scopus 로고    scopus 로고
    • Comparisons of near infrared and mid infrared diffuse reflectance spectroscopy for field-scale measurement of soil fertility parameters
    • McCarty, G.W., Reeves, J.B., Comparisons of near infrared and mid infrared diffuse reflectance spectroscopy for field-scale measurement of soil fertility parameters. Soil Sci. 171 (2006), 94–102.
    • (2006) Soil Sci. , vol.171 , pp. 94-102
    • McCarty, G.W.1    Reeves, J.B.2
  • 24
    • 5444249632 scopus 로고    scopus 로고
    • Accurate determination of moisture content of organic soils using the oven drying method
    • O'Kelly, B.C., Accurate determination of moisture content of organic soils using the oven drying method. Dry. Technol. 22 (2004), 1767–1776.
    • (2004) Dry. Technol. , vol.22 , pp. 1767-1776
    • O'Kelly, B.C.1
  • 25
    • 0032131988 scopus 로고    scopus 로고
    • Remote sensing of soil properties in the Santa Monica mountains I Spectral analysis
    • Palacio-Orueta, A., Ustin, S.L., Remote sensing of soil properties in the Santa Monica mountains I Spectral analysis. Remote Sens. Environ. 65 (1998), 170–183.
    • (1998) Remote Sens. Environ. , vol.65 , pp. 170-183
    • Palacio-Orueta, A.1    Ustin, S.L.2
  • 27
    • 84953399205 scopus 로고    scopus 로고
    • Study on soil organic matter content estimated model by hyperspectral remote sensing data
    • (in Chinese)
    • Qi, Y.Q., Lv, X., Shao, Y.L., Feng, B., Chen, J., Li, X.W., Zhang, Z., Study on soil organic matter content estimated model by hyperspectral remote sensing data. Xinjiang Agric. Sci. 51 (2014), 1300–1305 (in Chinese).
    • (2014) Xinjiang Agric. Sci. , vol.51 , pp. 1300-1305
    • Qi, Y.Q.1    Lv, X.2    Shao, Y.L.3    Feng, B.4    Chen, J.5    Li, X.W.6    Zhang, Z.7
  • 28
    • 71249149458 scopus 로고    scopus 로고
    • Review of the most common pre-processing techniques for near-infrared spectra
    • Rinnan, Å., van den Berg, F., Engelsen, S.B., Review of the most common pre-processing techniques for near-infrared spectra. TrAC Trend Anal. Chem. 28 (2009), 1201–1222.
    • (2009) TrAC Trend Anal. Chem. , vol.28 , pp. 1201-1222
    • Rinnan, Å.1    van den Berg, F.2    Engelsen, S.B.3
  • 29
    • 31944445266 scopus 로고    scopus 로고
    • Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties
    • Rossel, R.A.V., Walvoort, D.J.J., McBratney, A.B., Janik, L.J., Skjemsta, J.O., Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma 131 (2006), 59–75.
    • (2006) Geoderma , vol.131 , pp. 59-75
    • Rossel, R.A.V.1    Walvoort, D.J.J.2    McBratney, A.B.3    Janik, L.J.4    Skjemsta, J.O.5
  • 30
    • 77951144566 scopus 로고    scopus 로고
    • Towards the application of soil organic matter as an indicator of forest ecosystem productivity:deriving thresholds, developing monitoring systems, and evaluating practices
    • Seely, B., Welham, C., Blanco, J.A., Towards the application of soil organic matter as an indicator of forest ecosystem productivity:deriving thresholds, developing monitoring systems, and evaluating practices. Ecol. Indic. 5 (2010), 999–1008.
    • (2010) Ecol. Indic. , vol.5 , pp. 999-1008
    • Seely, B.1    Welham, C.2    Blanco, J.A.3
  • 31
    • 0036242834 scopus 로고    scopus 로고
    • Development of reflectance spectral libraries for characterization of soil properties
    • Shepherd, K.D., Walsh, M.G., Development of reflectance spectral libraries for characterization of soil properties. Soil Sci. Soc. Am. J. 66 (2002), 988–998.
    • (2002) Soil Sci. Soc. Am. J. , vol.66 , pp. 988-998
    • Shepherd, K.D.1    Walsh, M.G.2
  • 32
    • 84890239039 scopus 로고    scopus 로고
    • Aggregate-associated soil organic matter as an ecosystem property and a measurement tool
    • Six, J., Paustian, K., Aggregate-associated soil organic matter as an ecosystem property and a measurement tool. Soil Biol. Biochem. 68 (2014), A4–A9.
    • (2014) Soil Biol. Biochem. , vol.68 , pp. A4-A9
    • Six, J.1    Paustian, K.2
  • 34
    • 0026194445 scopus 로고
    • Evaluation of reflectance methods for soil and soil organic matter sensing
    • Sudduth, K.A., Hummel, J.W., Evaluation of reflectance methods for soil and soil organic matter sensing. Trans. ASAE 34 (1991), 1900–1909.
    • (1991) Trans. ASAE , vol.34 , pp. 1900-1909
    • Sudduth, K.A.1    Hummel, J.W.2
  • 35
    • 0003991806 scopus 로고    scopus 로고
    • Statistical Learning Theory
    • John Wiley and Sons New York, USA
    • Vapnik, V.N., Vapnik, V., Statistical Learning Theory. 1998, John Wiley and Sons, New York, USA.
    • (1998)
    • Vapnik, V.N.1    Vapnik, V.2
  • 36
    • 0003450542 scopus 로고    scopus 로고
    • The Nature of Statistical Learning Theory
    • Springer Science & Business Media
    • Vapnik, V., The Nature of Statistical Learning Theory. 2013, Springer Science & Business Media.
    • (2013)
    • Vapnik, V.1
  • 37
    • 77952224825 scopus 로고    scopus 로고
    • Spectroscopic models of soil organic carbon in Florida, USA
    • Vasques, G.M., Grunwald, S., Harris, W.G., Spectroscopic models of soil organic carbon in Florida, USA. J. Environ. Qual. 39 (2010), 923–934.
    • (2010) J. Environ. Qual. , vol.39 , pp. 923-934
    • Vasques, G.M.1    Grunwald, S.2    Harris, W.G.3
  • 38
    • 43749107423 scopus 로고    scopus 로고
    • Hull-curve-method-based extraction and analysis of soil spectral characteristics
    • (in Chinese)
    • Xie, B.C., Xue, X.Z., Liu, W.D., Wang, J.H., Wang, G.D., Hull-curve-method-based extraction and analysis of soil spectral characteristics. ActaPedol. Sin. 42 (2005), 171–175 (in Chinese).
    • (2005) ActaPedol. Sin. , vol.42 , pp. 171-175
    • Xie, B.C.1    Xue, X.Z.2    Liu, W.D.3    Wang, J.H.4    Wang, G.D.5
  • 39
    • 34948895129 scopus 로고
    • The correlation between Nanjiang soil spectral reflectance property and organic matter
    • (in Chinese)
    • Xu, B.B., Dai, C.D., The correlation between Nanjiang soil spectral reflectance property and organic matter. Chin. Sci. Bull. 6 (1980), 282–284 (in Chinese).
    • (1980) Chin. Sci. Bull. , vol.6 , pp. 282-284
    • Xu, B.B.1    Dai, C.D.2
  • 40
    • 85027934578 scopus 로고    scopus 로고
    • Fusion of world view-2 stereo and multitemporal terra SAR-X images for building height extraction in urban areas
    • Xu, Y., Ma, P.F., Ng, E., Lin, H., Fusion of world view-2 stereo and multitemporal terra SAR-X images for building height extraction in urban areas. IEEE Geosci. Remote S. 12 (2015), 1795–1799.
    • (2015) IEEE Geosci. Remote S. , vol.12 , pp. 1795-1799
    • Xu, Y.1    Ma, P.F.2    Ng, E.3    Lin, H.4
  • 41
    • 77954422269 scopus 로고    scopus 로고
    • Extraction of soil organic matter information by hyperspectral remote sensing
    • Zhou, P., Wang, R.S., Yan, B.K., Yang, S.M., Wang, Q.H., Extraction of soil organic matter information by hyperspectral remote sensing. Prog. Geogr. 27 (2008), 27–34.
    • (2008) Prog. Geogr. , vol.27 , pp. 27-34
    • Zhou, P.1    Wang, R.S.2    Yan, B.K.3    Yang, S.M.4    Wang, Q.H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.