메뉴 건너뛰기




Volumn 73, Issue 2, 2010, Pages 230-239

Effects of changing simulated sky cover on hyperspectral reflectance measurements for dry matter yield and forage quality prediction

Author keywords

Biomass yield; Field spectroscopy; Forage quality; Grassland

Indexed keywords

ANALYSIS METHOD; ARTIFICIAL LIGHT SOURCE; ASH CONTENTS; BIOMASS YIELD; CANOPY REFLECTANCE; CRUDE PROTEINS; DRY MATTER YIELD; FIELD SPECTROSCOPY; FORAGE QUALITY; GROWTH STAGES; HALOGEN LAMPS; HYPERSPECTRAL DATA; HYPERSPECTRAL REFLECTANCE; IN-FIELD; LOLIUM MULTIFLORUM; METABOLISABLE; MODIFIED PARTIAL LEAST SQUARES; NON-DESTRUCTIVE PREDICTION; NUTRITIVE VALUES; PREDICTION ACCURACY; SITE-SPECIFIC; SPECTRAL INTERFERENCE; SPECTRAL MEASUREMENT; SPECTRAL RESPONSE; TRIFOLIUM PRATENSE; WEATHER CONDITIONS;

EID: 77955058043     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2010.04.010     Document Type: Article
Times cited : (13)

References (75)
  • 2
    • 33749063369 scopus 로고    scopus 로고
    • Estimating and mapping crop residues cover on agricultural lands using hyperspectral and IKONOS data
    • Bannari A., Pacheco A., Staenz K., McNairn H., Omari K. Estimating and mapping crop residues cover on agricultural lands using hyperspectral and IKONOS data. Remote Sensing of Environment 2006, 104:447-459.
    • (2006) Remote Sensing of Environment , vol.104 , pp. 447-459
    • Bannari, A.1    Pacheco, A.2    Staenz, K.3    McNairn, H.4    Omari, K.5
  • 3
    • 0022074089 scopus 로고
    • Spectral inputs to crop identification and condition assessment
    • Bauer M.E. Spectral inputs to crop identification and condition assessment. Proceedings of the IEEE 1985, 73(6):1071-1085.
    • (1985) Proceedings of the IEEE , vol.73 , Issue.6 , pp. 1071-1085
    • Bauer, M.E.1
  • 4
    • 34250601404 scopus 로고
    • Beziehungen zwischen Globalstrahlung, Sonnenscheindauer und Bewölkung
    • Berg H. Beziehungen zwischen Globalstrahlung, Sonnenscheindauer und Bewölkung. Pure and Applied Geophysics 1948, 13(5-6):157-166.
    • (1948) Pure and Applied Geophysics , vol.13 , Issue.5-6 , pp. 157-166
    • Berg, H.1
  • 5
    • 70349213267 scopus 로고    scopus 로고
    • Determination of dry matter yield from legume/grass swards by field spectroscopy
    • Biewer S., Fricke T., Wachendorf M. Determination of dry matter yield from legume/grass swards by field spectroscopy. Crop Science 2009, 49:1927-1936.
    • (2009) Crop Science , vol.49 , pp. 1927-1936
    • Biewer, S.1    Fricke, T.2    Wachendorf, M.3
  • 6
    • 70349197523 scopus 로고    scopus 로고
    • Determination of forage quality in legume-grass mixtures using field spectroscopy
    • Biewer S., Fricke T., Wachendorf M. Determination of forage quality in legume-grass mixtures using field spectroscopy. Crop Science 2009, 49:1917-1926.
    • (2009) Crop Science , vol.49 , pp. 1917-1926
    • Biewer, S.1    Fricke, T.2    Wachendorf, M.3
  • 7
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • Broge N.H., Leblanc E. Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sensing of Environment 2000, 76:156-172.
    • (2000) Remote Sensing of Environment , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 9
    • 33746477422 scopus 로고    scopus 로고
    • Measurement of chemical composition in wet whole maize silage by visible and near infrared reflectance spectroscopy
    • Cozzolino D., Fassio A., Fernandez E., Restaino E., La Manna A. Measurement of chemical composition in wet whole maize silage by visible and near infrared reflectance spectroscopy. Animal Feed Science and Technology 2006, 129:329-336.
    • (2006) Animal Feed Science and Technology , vol.129 , pp. 329-336
    • Cozzolino, D.1    Fassio, A.2    Fernandez, E.3    Restaino, E.4    La Manna, A.5
  • 10
    • 77955058428 scopus 로고    scopus 로고
    • Field spectrometry: techniques and instrumentation
    • Boulder, USA, D.C. Hatchell (Ed.)
    • Curtiss B., Goetz A.F.H. Field spectrometry: techniques and instrumentation. ASD Technical Guide 1999, 73-82. Boulder, USA. D.C. Hatchell (Ed.).
    • (1999) ASD Technical Guide , pp. 73-82
    • Curtiss, B.1    Goetz, A.F.H.2
  • 12
    • 43049122458 scopus 로고    scopus 로고
    • Relative radiometric normalization and atmospheric correction of a SPOT 5 time series
    • El Hajj M., Bégué A., Lafrance B., Hagolle O., Dedieu G., Rumeau M. Relative radiometric normalization and atmospheric correction of a SPOT 5 time series. Sensors 2008, 8:2774-2791.
    • (2008) Sensors , vol.8 , pp. 2774-2791
    • El Hajj, M.1    Bégué, A.2    Lafrance, B.3    Hagolle, O.4    Dedieu, G.5    Rumeau, M.6
  • 14
    • 33646055500 scopus 로고    scopus 로고
    • Cloud and radiance measurements with the VIS/NIR daylight whole sky imager at Lindenberg (Germany)
    • Feister U., Shields J. Cloud and radiance measurements with the VIS/NIR daylight whole sky imager at Lindenberg (Germany). Meteorologische Zeitschrift 2005, 14(5):627-639.
    • (2005) Meteorologische Zeitschrift , vol.14 , Issue.5 , pp. 627-639
    • Feister, U.1    Shields, J.2
  • 19
    • 11144325691 scopus 로고
    • Partial least-squares regression. A tutorial
    • Geladi P., Kowalski B.R. Partial least-squares regression. A tutorial. Analytica Chimica Acta 1986, 185:1-17.
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 20
    • 33847650519 scopus 로고    scopus 로고
    • Use of NIRS technology with a remote reflectance fibre-optic probe for predicting mineral composition (Ca, K, P, Fe, Mn, Na, Zn), protein and moisture in alfalfa
    • González-Martín I., Hernández-Hierro J.M., González-Cabrera J.M. Use of NIRS technology with a remote reflectance fibre-optic probe for predicting mineral composition (Ca, K, P, Fe, Mn, Na, Zn), protein and moisture in alfalfa. Analytical and Bioanalytical Chemistry 2007, 387:2199-2205.
    • (2007) Analytical and Bioanalytical Chemistry , vol.387 , pp. 2199-2205
    • González-Martín, I.1    Hernández-Hierro, J.M.2    González-Cabrera, J.M.3
  • 21
    • 0035003699 scopus 로고    scopus 로고
    • A multivariate analysis of biophysical parameters of tallgrass prairie among land management practices and years
    • Griffith J.A., Price K.P., Martinko E.A. A multivariate analysis of biophysical parameters of tallgrass prairie among land management practices and years. Environmental Monitoring and Assessment 2001, 68:249-271.
    • (2001) Environmental Monitoring and Assessment , vol.68 , pp. 249-271
    • Griffith, J.A.1    Price, K.P.2    Martinko, E.A.3
  • 22
    • 47249127189 scopus 로고    scopus 로고
    • A comparison of satellite hyperspectral and multispectral remote sensing imagery for improved classification and mapping of vegetation
    • Govender M., Chetty K., Naiken V., Bulcock H. A comparison of satellite hyperspectral and multispectral remote sensing imagery for improved classification and mapping of vegetation. Water SA 2008, 34(2):147-154.
    • (2008) Water SA , vol.34 , Issue.2 , pp. 147-154
    • Govender, M.1    Chetty, K.2    Naiken, V.3    Bulcock, H.4
  • 23
    • 0141792270 scopus 로고    scopus 로고
    • Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression
    • Hansen P.M., Schjoerring J.K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sensing of Environment 2003, 86:542-553.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 25
    • 1942432478 scopus 로고    scopus 로고
    • Boulder, USA, D.C. Hatchell (Ed.)
    • ASD Technical Guide 1999, Boulder, USA. D.C. Hatchell (Ed.).
    • (1999) ASD Technical Guide
  • 26
    • 43749086465 scopus 로고    scopus 로고
    • Prospects and results for optical systems for site-specific on-the-go control of nitrogen-top-dressing in Germany
    • Heege H.J., Reusch S., Thiessen E. Prospects and results for optical systems for site-specific on-the-go control of nitrogen-top-dressing in Germany. Precision Agriculture 2008, 9:115-131.
    • (2008) Precision Agriculture , vol.9 , pp. 115-131
    • Heege, H.J.1    Reusch, S.2    Thiessen, E.3
  • 27
    • 0024163743 scopus 로고
    • Soil and atmosphere influences on the spectra of partial canopies
    • Huete A.R., Jackson R.D. Soil and atmosphere influences on the spectra of partial canopies. Remote Sensing of Environment 1988, 25:89-105.
    • (1988) Remote Sensing of Environment , vol.25 , pp. 89-105
    • Huete, A.R.1    Jackson, R.D.2
  • 28
    • 35948959081 scopus 로고    scopus 로고
    • Use of hyperspectral data to assess the effects of different nitrogen applications on a potato crop
    • Jain N., Ray S.S., Singh J.P., Panigrahy S. Use of hyperspectral data to assess the effects of different nitrogen applications on a potato crop. Precision Agriculture 2007, 8:225-239.
    • (2007) Precision Agriculture , vol.8 , pp. 225-239
    • Jain, N.1    Ray, S.S.2    Singh, J.P.3    Panigrahy, S.4
  • 31
  • 32
    • 33947544369 scopus 로고    scopus 로고
    • Measuring crop status using multivariate analysis of hyperspectral field reflectance with application to disease severity and plant density
    • Larsolle A., Hamid Muhammed H. Measuring crop status using multivariate analysis of hyperspectral field reflectance with application to disease severity and plant density. Precision Agriculture 2007, 8:37-47.
    • (2007) Precision Agriculture , vol.8 , pp. 37-47
    • Larsolle, A.1    Hamid Muhammed, H.2
  • 34
    • 0027091238 scopus 로고
    • Biological nitrogen fixation in mixed legume/grass pastures
    • Ledgard S.F., Steele K.W. Biological nitrogen fixation in mixed legume/grass pastures. Plant and Soil 1992, 141:137-153.
    • (1992) Plant and Soil , vol.141 , pp. 137-153
    • Ledgard, S.F.1    Steele, K.W.2
  • 36
    • 33746237789 scopus 로고    scopus 로고
    • A multi-angle spectrometer for automatic measurement of plant canopy reflectance spectra
    • Leuning R., Hughes D., Daniel P., Coops N.C., Newnham G. A multi-angle spectrometer for automatic measurement of plant canopy reflectance spectra. Remote Sensing of Environment 2006, 103:236-245.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 236-245
    • Leuning, R.1    Hughes, D.2    Daniel, P.3    Coops, N.C.4    Newnham, G.5
  • 42
    • 6344256793 scopus 로고    scopus 로고
    • Discriminating sodium concentration in a mixed grass species environment of the Kruger National Park using field spectrometry
    • Mutanga O., Skidmore A.K., Prins H.H.T. Discriminating sodium concentration in a mixed grass species environment of the Kruger National Park using field spectrometry. International Journal of Remote Sensing 2004, 25(20):4191-4201.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.20 , pp. 4191-4201
    • Mutanga, O.1    Skidmore, A.K.2    Prins, H.H.T.3
  • 43
    • 0032418599 scopus 로고    scopus 로고
    • Competition in perennial ryegrass/white clover mixtures. II. Leaf characteristics, light interception, light interception and dry matter production during regrowth
    • Nassiri M., Elgersma A. Competition in perennial ryegrass/white clover mixtures. II. Leaf characteristics, light interception, light interception and dry matter production during regrowth. Grass Forage Science 1998, 53:367-379.
    • (1998) Grass Forage Science , vol.53 , pp. 367-379
    • Nassiri, M.1    Elgersma, A.2
  • 47
    • 0001076635 scopus 로고    scopus 로고
    • The use of near infrared reflectance spectroscopy on dried samples to predict biological parameters of grass silage
    • Park R.S., Gordon F.J., Agnew R.E., Barnes R.J., Steen R.W.J. The use of near infrared reflectance spectroscopy on dried samples to predict biological parameters of grass silage. Animal Feed Science Technology 1997, 68:235-246.
    • (1997) Animal Feed Science Technology , vol.68 , pp. 235-246
    • Park, R.S.1    Gordon, F.J.2    Agnew, R.E.3    Barnes, R.J.4    Steen, R.W.J.5
  • 48
    • 0001433717 scopus 로고    scopus 로고
    • The use of near infrared reflectance spectroscopy (NIRS) on undried samples of grass silage to predict chemical composition and digestibility parameters
    • Park R.S., Agnew R.E., Gordon F.J., Steen R.W.J. The use of near infrared reflectance spectroscopy (NIRS) on undried samples of grass silage to predict chemical composition and digestibility parameters. Animal Feed Science Technology 1998, 72:155-167.
    • (1998) Animal Feed Science Technology , vol.72 , pp. 155-167
    • Park, R.S.1    Agnew, R.E.2    Gordon, F.J.3    Steen, R.W.J.4
  • 49
    • 0036900660 scopus 로고    scopus 로고
    • Comparison of Landsat TM and ERS-2 SAR data for discriminating among grassland types and treatments in eastern Kansas
    • Price K.P., Guo X., Stiles J.M. Comparison of Landsat TM and ERS-2 SAR data for discriminating among grassland types and treatments in eastern Kansas. Computers and Electronics in Agriculture 2002, 37:157-171.
    • (2002) Computers and Electronics in Agriculture , vol.37 , pp. 157-171
    • Price, K.P.1    Guo, X.2    Stiles, J.M.3
  • 50
    • 0028982383 scopus 로고
    • Normalization of sun/view angle effects using spectral albedo-based vegetation indices
    • Qi J., Moran M.S., Cabot F., Dedieu G. Normalization of sun/view angle effects using spectral albedo-based vegetation indices. Remote Sensing of Environment 1995, 52:207-217.
    • (1995) Remote Sensing of Environment , vol.52 , pp. 207-217
    • Qi, J.1    Moran, M.S.2    Cabot, F.3    Dedieu, G.4
  • 53
    • 85198434565 scopus 로고    scopus 로고
    • Optimisation of oblique-view remote measurement of crop N-uptake under changing irradiance conditions
    • Wageningen Academic Publishers, The Netherlands, J.V. Stafford, A. Werner (Eds.)
    • Reusch S. Optimisation of oblique-view remote measurement of crop N-uptake under changing irradiance conditions. Proceedings of the 3rd European Conference on Precision Agriculture 2003, 573-578. Wageningen Academic Publishers, The Netherlands. J.V. Stafford, A. Werner (Eds.).
    • (2003) Proceedings of the 3rd European Conference on Precision Agriculture , pp. 573-578
    • Reusch, S.1
  • 54
    • 63049125515 scopus 로고    scopus 로고
    • Optimum waveband selection for determining the nitrogen uptake in winter wheat by active remote sensing
    • Wageningen Academic Publishers, The Netherlands, J.V. Stafford (Ed.)
    • Reusch S. Optimum waveband selection for determining the nitrogen uptake in winter wheat by active remote sensing. Proceedings of the 5th European Conference on Precision Agriculture 2005, 261-266. Wageningen Academic Publishers, The Netherlands. J.V. Stafford (Ed.).
    • (2005) Proceedings of the 5th European Conference on Precision Agriculture , pp. 261-266
    • Reusch, S.1
  • 55
    • 0029667637 scopus 로고    scopus 로고
    • A spatially adaptive fast atmospheric correction algorithm
    • Richter R. A spatially adaptive fast atmospheric correction algorithm. International Journal of Remote Sensing 1996, 17(6):1201-1214.
    • (1996) International Journal of Remote Sensing , vol.17 , Issue.6 , pp. 1201-1214
    • Richter, R.1
  • 56
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky A., Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Analytical Chemistry 1964, 36:1627-1639.
    • (1964) Analytical Chemistry , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 57
    • 34548119127 scopus 로고    scopus 로고
    • Enhanced solar global irradiance during cloudy sky conditions
    • Schade N., Macke A., Sandmann H., Stick C. Enhanced solar global irradiance during cloudy sky conditions. Meteorologische Zeitschrift 2007, 16(3):295-303.
    • (2007) Meteorologische Zeitschrift , vol.16 , Issue.3 , pp. 295-303
    • Schade, N.1    Macke, A.2    Sandmann, H.3    Stick, C.4
  • 59
    • 0037466369 scopus 로고    scopus 로고
    • Spectral discrimination of vegetation types in a coastal wetland
    • Schmidt K.S., Skidmore A.K. Spectral discrimination of vegetation types in a coastal wetland. Remote Sensing of Environment 2003, 85:92-108.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 92-108
    • Schmidt, K.S.1    Skidmore, A.K.2
  • 60
    • 0026489349 scopus 로고
    • The impact of deep cumulus reflection on the ground-level global irradiance
    • Segal M., Davis J. The impact of deep cumulus reflection on the ground-level global irradiance. Journal of Applied Meteorology 1992, 31:217-222.
    • (1992) Journal of Applied Meteorology , vol.31 , pp. 217-222
    • Segal, M.1    Davis, J.2
  • 61
    • 0034093972 scopus 로고    scopus 로고
    • Remote sensing of biomass and yield of winter wheat under different nitrogen supplies
    • Serrano L., Filella I., Peñuelas J. Remote sensing of biomass and yield of winter wheat under different nitrogen supplies. Crop Science 2000, 40:723-731.
    • (2000) Crop Science , vol.40 , pp. 723-731
    • Serrano, L.1    Filella, I.2    Peñuelas, J.3
  • 62
    • 43749088445 scopus 로고    scopus 로고
    • Estimation of nitrogen concentration and in vitro dry matter digestibility of herbage of warm-season grass pastures from canopy hyperspectral reflectance measurements
    • Starks P.J., Zhao D., Brown M.A. Estimation of nitrogen concentration and in vitro dry matter digestibility of herbage of warm-season grass pastures from canopy hyperspectral reflectance measurements. Grass and Forage Science 2008, 63:168-178.
    • (2008) Grass and Forage Science , vol.63 , pp. 168-178
    • Starks, P.J.1    Zhao, D.2    Brown, M.A.3
  • 63
    • 19344369355 scopus 로고    scopus 로고
    • Calculating NDVI for NOAA/AVHRR data after atmospheric correction for extensive images using 6S code: a case study in the Marsabit District, Kenya
    • Tachiiri K. Calculating NDVI for NOAA/AVHRR data after atmospheric correction for extensive images using 6S code: a case study in the Marsabit District, Kenya. ISPRS Journal of Photogrammetry & Remote Sensing 2005, 59:103-114.
    • (2005) ISPRS Journal of Photogrammetry & Remote Sensing , vol.59 , pp. 103-114
    • Tachiiri, K.1
  • 65
    • 0033970477 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and their relationships with agricultural crop characteristics
    • Thenkabail P.S., Smith R.B., De Pauw E. Hyperspectral vegetation indices and their relationships with agricultural crop characteristics. Remote Sensing of Environment 2000, 71:158-182.
    • (2000) Remote Sensing of Environment , vol.71 , pp. 158-182
    • Thenkabail, P.S.1    Smith, R.B.2    De Pauw, E.3
  • 66
  • 69
    • 2142843540 scopus 로고    scopus 로고
    • Performance and environmental effects of forage production on sandy soils. II. Impact of defoliation system and nitrogen input on nitrate leaching losses
    • Wachendorf M., Büchter M., Trott H., Taube F. Performance and environmental effects of forage production on sandy soils. II. Impact of defoliation system and nitrogen input on nitrate leaching losses. Grass and Forage Science 2004, 59:56-68.
    • (2004) Grass and Forage Science , vol.59 , pp. 56-68
    • Wachendorf, M.1    Büchter, M.2    Trott, H.3    Taube, F.4
  • 70
    • 0031177801 scopus 로고    scopus 로고
    • Relations between directional spectral vegetation indices and leaf area and absorbed radiation in alfalfa
    • Walter-Shea E.A., Privette J., Cornell D., Mesarch M.A., Hays C.J. Relations between directional spectral vegetation indices and leaf area and absorbed radiation in alfalfa. Remote Sensing of Environment 1997, 61:162-177.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 162-177
    • Walter-Shea, E.A.1    Privette, J.2    Cornell, D.3    Mesarch, M.A.4    Hays, C.J.5
  • 71
    • 34250458185 scopus 로고
    • Die Berechnung der Globalstrahlung aus Trübungswert und Bewölkung
    • Wörner H. Die Berechnung der Globalstrahlung aus Trübungswert und Bewölkung. Pure and Applied Geophysics 1972, 93(1):177-186.
    • (1972) Pure and Applied Geophysics , vol.93 , Issue.1 , pp. 177-186
    • Wörner, H.1
  • 72
    • 0036146872 scopus 로고    scopus 로고
    • Satellite mapping of surface biophysical parameters at the biome scale over the North American grasslands, a case study
    • Wylie B.K., Meyer D.J., Tieszen L.L., Mannel S. Satellite mapping of surface biophysical parameters at the biome scale over the North American grasslands, a case study. Remote Sensing of Environment 2002, 79:266-278.
    • (2002) Remote Sensing of Environment , vol.79 , pp. 266-278
    • Wylie, B.K.1    Meyer, D.J.2    Tieszen, L.L.3    Mannel, S.4
  • 74
    • 0030803478 scopus 로고    scopus 로고
    • Characterization of sky conditions by the use of solar radiation data
    • Zangvil A., Lamb P.J. Characterization of sky conditions by the use of solar radiation data. Solar Energy 1997, 61(1):11-22.
    • (1997) Solar Energy , vol.61 , Issue.1 , pp. 11-22
    • Zangvil, A.1    Lamb, P.J.2
  • 75
    • 0032078306 scopus 로고    scopus 로고
    • A review of spectral properties of plants and their potential use for crop/weed discrimination in row-crops
    • Zwiggelaar R. A review of spectral properties of plants and their potential use for crop/weed discrimination in row-crops. Crop Protection 1998, 1:189-206.
    • (1998) Crop Protection , vol.1 , pp. 189-206
    • Zwiggelaar, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.