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Volumn 167, Issue , 2015, Pages 88-97

Remote sensing of foliar nitrogen in cultivated grasslands of human dominated landscapes

Author keywords

Airborne; Canopy spectroscopy; Cultivated grasslands; Ground based; HyspIRI; Imaging spectrometry; Nitrogen; Partial least squares regression

Indexed keywords

AGRICULTURE; CULTIVATION; FORESTRY; LEAST SQUARES APPROXIMATIONS; NITROGEN; PLANTS (BOTANY); REMOTE SENSING; SPECTROMETERS; SPECTROMETRY; WATERSHEDS;

EID: 84938972569     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.06.009     Document Type: Article
Times cited : (49)

References (67)
  • 1
    • 33750044061 scopus 로고    scopus 로고
    • Evaluating temporal variability in the spectral reflectance response of annual ryegrass to changes in nitrogen applications and leaching fractions
    • Baghzouz M., Devitt D.A., Morris R.L. Evaluating temporal variability in the spectral reflectance response of annual ryegrass to changes in nitrogen applications and leaching fractions. International Journal of Remote Sensing 2006, 27(19):4137-4157. 10.1080/01431160600851843.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.19 , pp. 4137-4157
    • Baghzouz, M.1    Devitt, D.A.2    Morris, R.L.3
  • 2
    • 79961244814 scopus 로고    scopus 로고
    • Canopy-scale relationships between foliar nitrogen and albedo are not observed in leaf reflectance and transmittance within temperate deciduous tree species
    • Bartlett M.K., Ollinger S.V., Hollinger D.Y., Wicklein H.F., Richardson A.D. Canopy-scale relationships between foliar nitrogen and albedo are not observed in leaf reflectance and transmittance within temperate deciduous tree species. Botany 2011, 89(7):491-497. 10.1139/b11-037.
    • (2011) Botany , vol.89 , Issue.7 , pp. 491-497
    • Bartlett, M.K.1    Ollinger, S.V.2    Hollinger, D.Y.3    Wicklein, H.F.4    Richardson, A.D.5
  • 3
    • 0036323088 scopus 로고    scopus 로고
    • Airborne multispectral data for quantifying leaf area index, nitrogen concentration, and photosynthetic efficiency in agriculture
    • Boegh E., Soegaard H., Broge N., Hasager C.B., Jensen N.O., Schelde K., et al. Airborne multispectral data for quantifying leaf area index, nitrogen concentration, and photosynthetic efficiency in agriculture. Remote Sensing of Environment 2002, 81(2):179-193.
    • (2002) Remote Sensing of Environment , vol.81 , Issue.2 , pp. 179-193
    • Boegh, E.1    Soegaard, H.2    Broge, N.3    Hasager, C.B.4    Jensen, N.O.5    Schelde, K.6
  • 4
    • 0001610365 scopus 로고    scopus 로고
    • Determination of carbon fraction and nitrogen concentration in tree foliage by near infrared reflectances: A comparison of statistical methods
    • Bolster K.L., Martin M.E., Aber J.D. Determination of carbon fraction and nitrogen concentration in tree foliage by near infrared reflectances: A comparison of statistical methods. Canadian Journal of Forest Research 1996, 26(4):590-600.
    • (1996) Canadian Journal of Forest Research , vol.26 , Issue.4 , pp. 590-600
    • Bolster, K.L.1    Martin, M.E.2    Aber, J.D.3
  • 6
    • 84921054900 scopus 로고    scopus 로고
    • Spatial scaling of reflectance and surface albedo over a mixed-use, temperate forest landscape during snow-covered periods
    • Burakowski E.A., Ollinger S.V., Lepine L., Schaaf C.B., Wang Z., Dibb J.E., et al. Spatial scaling of reflectance and surface albedo over a mixed-use, temperate forest landscape during snow-covered periods. Remote Sensing of Environment 2015, 158:465-477. 10.1016/j.rse.2014.11.023.
    • (2015) Remote Sensing of Environment , vol.158 , pp. 465-477
    • Burakowski, E.A.1    Ollinger, S.V.2    Lepine, L.3    Schaaf, C.B.4    Wang, Z.5    Dibb, J.E.6
  • 7
    • 0036010880 scopus 로고    scopus 로고
    • Agroecosystems, nitrogen-use efficiency, and nitrogen management
    • Cassman K.G., Dobermann A., Walters D.T. Agroecosystems, nitrogen-use efficiency, and nitrogen management. AMBIO: A Journal of the Human Environment 2002, 31(2):132. 10.1639/0044-7447(2002)031[0132:ANUEAN]2.0.CO;2.
    • (2002) AMBIO: A Journal of the Human Environment , vol.31 , Issue.2 , pp. 132
    • Cassman, K.G.1    Dobermann, A.2    Walters, D.T.3
  • 9
    • 21244436700 scopus 로고    scopus 로고
    • Performance of some variable selection methods when multicollinearity is present
    • Chong I.G., Jun C.-H. Performance of some variable selection methods when multicollinearity is present. Chemometrics and Intelligent Laboratory Systems 2005, 78(1-2):103-112. 10.1016/j.chemolab.2004.12.011.
    • (2005) Chemometrics and Intelligent Laboratory Systems , vol.78 , Issue.1-2 , pp. 103-112
    • Chong, I.G.1    Jun, C.-H.2
  • 12
    • 80052801336 scopus 로고    scopus 로고
    • Mapping an urban ecosystem service: Quantifying above-ground carbon storage at a city-wide scale
    • Davies Z.G., Edmondson J.L., Heinemeyer A., Leake J.R., Gaston K.J. Mapping an urban ecosystem service: Quantifying above-ground carbon storage at a city-wide scale. Journal of Applied Ecology 2011, 48(5):1125-1134. 10.1111/j.1365-2664.2011.02021.x.
    • (2011) Journal of Applied Ecology , vol.48 , Issue.5 , pp. 1125-1134
    • Davies, Z.G.1    Edmondson, J.L.2    Heinemeyer, A.3    Leake, J.R.4    Gaston, K.J.5
  • 13
    • 0033662470 scopus 로고    scopus 로고
    • Choosing the number of factors in partial least squares regression: Estimating and minimizing the mean squared error-of-prediction
    • Denham M.C. Choosing the number of factors in partial least squares regression: Estimating and minimizing the mean squared error-of-prediction. Journal of Chemometrics 2000, 14(4):351-361. 10.1002/1099-128X(200007/08)14:4<351::AID-CEM598>3.0.CO;2-Q.
    • (2000) Journal of Chemometrics , vol.14 , Issue.4 , pp. 351-361
    • Denham, M.C.1
  • 14
    • 84938996107 scopus 로고    scopus 로고
    • (Charleston, SC)
    • Department of Commerce (DOC), National Oceanic and Atmospheric Administration (NOAA), National Ocean Service (NOS), Coastal Services Center (CSC) C-CAP New England 2010 - Era land cover 2013, (Charleston, SC).
    • (2013) C-CAP New England 2010 - Era land cover
  • 15
    • 0000837415 scopus 로고
    • Energetics of a suburban lawn ecosystem
    • Falk J.H. Energetics of a suburban lawn ecosystem. Ecology 1976, 57(1):141-150. 10.2307/1936405.
    • (1976) Ecology , vol.57 , Issue.1 , pp. 141-150
    • Falk, J.H.1
  • 17
    • 84857650631 scopus 로고    scopus 로고
    • The residential landscape: Fluxes of elements and the role of household decisions
    • Fissore C., Hobbie S.E., King J.Y., McFadden J.P., Nelson K.C., Baker L.A. The residential landscape: Fluxes of elements and the role of household decisions. Urban Ecosystems 2012, 15(1):1-18. 10.1007/s11252-011-0189-0.
    • (2012) Urban Ecosystems , vol.15 , Issue.1 , pp. 1-18
    • Fissore, C.1    Hobbie, S.E.2    King, J.Y.3    McFadden, J.P.4    Nelson, K.C.5    Baker, L.A.6
  • 19
    • 80052699513 scopus 로고    scopus 로고
    • Completion of the 2006 National land cover database for the conterminous United States
    • Fry J., Xian G., Jin S., Dewitz J., Homer C., Yang L., et al. Completion of the 2006 National land cover database for the conterminous United States. PE&RS 2011, 77(9):858-864.
    • (2011) PE&RS , vol.77 , Issue.9 , pp. 858-864
    • Fry, J.1    Xian, G.2    Jin, S.3    Dewitz, J.4    Homer, C.5    Yang, L.6
  • 21
    • 0030429663 scopus 로고    scopus 로고
    • NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space
    • Gao B. NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment 1996, 58(3):257-266. 10.1016/S0034-4257(96)00067-3.
    • (1996) Remote Sensing of Environment , vol.58 , Issue.3 , pp. 257-266
    • Gao, B.1
  • 23
    • 33746168649 scopus 로고    scopus 로고
    • Studying mixed grassland ecosystems I: Suitable hyperspectral vegetation indices
    • He Y., Guo X., Wilmshurst J. Studying mixed grassland ecosystems I: Suitable hyperspectral vegetation indices. Canadian Journal of Remote Sensing 2006, 32(2):98-107.
    • (2006) Canadian Journal of Remote Sensing , vol.32 , Issue.2 , pp. 98-107
    • He, Y.1    Guo, X.2    Wilmshurst, J.3
  • 24
    • 6344240895 scopus 로고    scopus 로고
    • NDVI from low altitude aircraft and composited NOAA AVHRR data for scaling Arctic ecosystem fluxes
    • Hope A.S., Pence K.R., Stow D.A. NDVI from low altitude aircraft and composited NOAA AVHRR data for scaling Arctic ecosystem fluxes. International Journal of Remote Sensing 2004, 25(20):4237-4250.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.20 , pp. 4237-4250
    • Hope, A.S.1    Pence, K.R.2    Stow, D.A.3
  • 25
    • 0034492106 scopus 로고    scopus 로고
    • Photosynthesis, respiration, and carbon allocation of two cool-season perennial grasses in response to surface soil drying
    • Huang B.R., Fu J.M. Photosynthesis, respiration, and carbon allocation of two cool-season perennial grasses in response to surface soil drying. Plant and Soil 2000, 227(1-2):17-26. 10.1023/A:1026512212113.
    • (2000) Plant and Soil , vol.227 , Issue.1-2 , pp. 17-26
    • Huang, B.R.1    Fu, J.M.2
  • 26
    • 84907550974 scopus 로고    scopus 로고
    • Tracking evolution of urban biogeochemical cycles: Past, present, and future
    • Kaushal S.S., McDowell W.H., Wollheim W.M. Tracking evolution of urban biogeochemical cycles: Past, present, and future. Biogeochemistry 2014, 121(1):1-21. 10.1007/s10533-014-0014-y.
    • (2014) Biogeochemistry , vol.121 , Issue.1 , pp. 1-21
    • Kaushal, S.S.1    McDowell, W.H.2    Wollheim, W.M.3
  • 29
    • 67650227767 scopus 로고    scopus 로고
    • Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies
    • Kokaly R.F., Asner G.P., Ollinger S.V., Martin M.E., Wessman C.A. Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sensing of Environment 2009, 113:S78-S91. 10.1016/j.rse.2008.10.018.
    • (2009) Remote Sensing of Environment , vol.113 , pp. S78-S91
    • Kokaly, R.F.1    Asner, G.P.2    Ollinger, S.V.3    Martin, M.E.4    Wessman, C.A.5
  • 30
    • 33744771976 scopus 로고    scopus 로고
    • Subpixel analysis of Landsat ETM+ using Self-Organizing Map (SOM) neural networks for urban land cover characterization
    • Lee S., Lathrop R.G. Subpixel analysis of Landsat ETM+ using Self-Organizing Map (SOM) neural networks for urban land cover characterization. IEEE Transactions on Geoscience and Remote Sensing 2006, 44(6):1642-1654.
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.6 , pp. 1642-1654
    • Lee, S.1    Lathrop, R.G.2
  • 31
    • 0013398168 scopus 로고
    • Near-infrared reflectance spectroscopy analysis of forage quality in four legume species
    • Marten G., Buxton D., Brink G., Halgerson J., Hornstein J. Near-infrared reflectance spectroscopy analysis of forage quality in four legume species. Crop Science 1984, 24(6):1179-1182.
    • (1984) Crop Science , vol.24 , Issue.6 , pp. 1179-1182
    • Marten, G.1    Buxton, D.2    Brink, G.3    Halgerson, J.4    Hornstein, J.5
  • 32
    • 48349099850 scopus 로고    scopus 로고
    • A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems
    • Martin M.E., Plourde L.C., Ollinger S.V., Smith M.-L., McNeil B.E. A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems. Remote Sensing of Environment 2008, 112(9):3511-3519. 10.1016/j.rse.2008.04.008.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.9 , pp. 3511-3519
    • Martin, M.E.1    Plourde, L.C.2    Ollinger, S.V.3    Smith, M.-L.4    McNeil, B.E.5
  • 34
  • 35
    • 78650392229 scopus 로고    scopus 로고
    • Sources of variability in canopy reflectance and the convergent properties of plants
    • Ollinger S.V. Sources of variability in canopy reflectance and the convergent properties of plants. New Phytologist 2011, 189(2):375-394. 10.1111/j.1469-8137.2010.03536.x.
    • (2011) New Phytologist , vol.189 , Issue.2 , pp. 375-394
    • Ollinger, S.V.1
  • 36
    • 58049206713 scopus 로고    scopus 로고
    • Canopy nitrogen, carbon assimilation, and albedo in temperate and boreal forests: Functional relations and potential climate feedbacks
    • Ollinger S.V., Richardson A.D., Martin M.E., Hollinger D.Y., Frolking S.E., Reich P.B., et al. Canopy nitrogen, carbon assimilation, and albedo in temperate and boreal forests: Functional relations and potential climate feedbacks. Proceedings of the National Academy of Sciences 2008, 105(49):19336-19341. 10.1073/pnas.0810021105.
    • (2008) Proceedings of the National Academy of Sciences , vol.105 , Issue.49 , pp. 19336-19341
    • Ollinger, S.V.1    Richardson, A.D.2    Martin, M.E.3    Hollinger, D.Y.4    Frolking, S.E.5    Reich, P.B.6
  • 37
    • 27744513890 scopus 로고    scopus 로고
    • Net primary production and canopy nitrogen in a temperate forest landscape: An analysis using imaging spectroscopy, modeling and field data
    • Ollinger S.V., Smith M.L. Net primary production and canopy nitrogen in a temperate forest landscape: An analysis using imaging spectroscopy, modeling and field data. Ecosystems 2005, 8(7):760-778.
    • (2005) Ecosystems , vol.8 , Issue.7 , pp. 760-778
    • Ollinger, S.V.1    Smith, M.L.2
  • 38
    • 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 and Technology 1998, 72(1-2):155-167. 10.1016/S0377-8401(97)00175-2.
    • (1998) Animal Feed Science and Technology , vol.72 , Issue.1-2 , pp. 155-167
    • Park, R.S.1    Agnew, R.E.2    Gordon, F.J.3    Steen, R.W.J.4
  • 39
    • 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 and Technology 1997, 68(3-4):235-246. 10.1016/S0377-8401(97)00055-2.
    • (1997) Animal Feed Science and Technology , vol.68 , Issue.3-4 , pp. 235-246
    • Park, R.S.1    Gordon, F.J.2    Agnew, R.E.3    Barnes, R.J.4    Steen, R.W.J.5
  • 40
    • 0030616852 scopus 로고    scopus 로고
    • ANPP estimates from NDVI for the Central Grassland region of the United States
    • Paruelo J.M., Epstein H.E., Lauenroth W.K., Burke I.C. ANPP estimates from NDVI for the Central Grassland region of the United States. Ecology 1997, 78(3):953-958. 10.2307/2266073.
    • (1997) Ecology , vol.78 , Issue.3 , pp. 953-958
    • Paruelo, J.M.1    Epstein, H.E.2    Lauenroth, W.K.3    Burke, I.C.4
  • 45
    • 2942618334 scopus 로고    scopus 로고
    • A continuous satellite-derived measure of global terrestrial primary production
    • Running S.W., Nemani R.R., Heinsch F.A., Zhao M., Reeves M., Hashimoto H. A continuous satellite-derived measure of global terrestrial primary production. Bioscience 2004, 54(6):547-560.
    • (2004) Bioscience , vol.54 , Issue.6 , pp. 547-560
    • Running, S.W.1    Nemani, R.R.2    Heinsch, F.A.3    Zhao, M.4    Reeves, M.5    Hashimoto, H.6
  • 46
    • 84903762295 scopus 로고    scopus 로고
    • Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species
    • Serbin S.P., Singh A., McNeil B.E., Kingdon C.C., Townsend P.A. Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species. Ecological Applications 2014, 24(7):1651-1669. 10.1890/13-2110.1.
    • (2014) Ecological Applications , vol.24 , Issue.7 , pp. 1651-1669
    • Serbin, S.P.1    Singh, A.2    McNeil, B.E.3    Kingdon, C.C.4    Townsend, P.A.5
  • 47
    • 84856090649 scopus 로고    scopus 로고
    • Selection of representative calibration sample sets for near-infrared reflectance spectroscopy to predict nitrogen concentration in grasses
    • Shetty N., Rinnan A., Gislum R. Selection of representative calibration sample sets for near-infrared reflectance spectroscopy to predict nitrogen concentration in grasses. Chemometrics and Intelligent Laboratory Systems 2012, 111:59-65.
    • (2012) Chemometrics and Intelligent Laboratory Systems , vol.111 , pp. 59-65
    • Shetty, N.1    Rinnan, A.2    Gislum, R.3
  • 48
    • 0242584983 scopus 로고    scopus 로고
    • Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen
    • Smith M.-L., Ollinger S.V., Martin M.E., Aber J.D., Hallett R.A., Goodale C.L. Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen. Ecological Applications 2002, 12(5):1286-1302. 10.1890/1051-0761(2002)012[1286:DEOAFP]2.0.CO;2.
    • (2002) Ecological Applications , vol.12 , Issue.5 , pp. 1286-1302
    • Smith, M.-L.1    Ollinger, S.V.2    Martin, M.E.3    Aber, J.D.4    Hallett, R.A.5    Goodale, C.L.6
  • 50
    • 62149102291 scopus 로고    scopus 로고
    • Modeling hydrologic controls on denitrification: Sensitivity to parameter uncertainty and landscape representation
    • Tague C. Modeling hydrologic controls on denitrification: Sensitivity to parameter uncertainty and landscape representation. Biogeochemistry 2009, 93:79-90. 10.1007/s10533-008-9276-6.
    • (2009) Biogeochemistry , vol.93 , pp. 79-90
    • Tague, C.1
  • 51
    • 84872821026 scopus 로고    scopus 로고
    • Hyperspectral determination of feed quality constituents in temperate pastures: Effect of processing methods on predictive relationships from partial least squares regression
    • Thulin S., Hill M.J., Held A., Jones S., Woodgate P. Hyperspectral determination of feed quality constituents in temperate pastures: Effect of processing methods on predictive relationships from partial least squares regression. International Journal of Applied Earth Observation and Geoinformation 2012, 19:322-334. 10.1016/j.jag.2012.06.006.
    • (2012) International Journal of Applied Earth Observation and Geoinformation , vol.19 , pp. 322-334
    • Thulin, S.1    Hill, M.J.2    Held, A.3    Jones, S.4    Woodgate, P.5
  • 54
    • 0042382985 scopus 로고    scopus 로고
    • Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central Appalachian Mountains using Hyperion and AVIRIS
    • Townsend P.A., Foster J.R., Chastain R.A., Currie W.S. Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central Appalachian Mountains using Hyperion and AVIRIS. IEEE Transactions on Geoscience and Remote Sensing 2003, 41(6):1347-1354. 10.1109/TGRS.2003.81320.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.6 , pp. 1347-1354
    • Townsend, P.A.1    Foster, J.R.2    Chastain, R.A.3    Currie, W.S.4
  • 57
    • 56449083046 scopus 로고    scopus 로고
    • Assessing urban forest canopy cover using airborne or satellite imagery
    • Walton J.T., Nowak D.J., Greenfield E.J. Assessing urban forest canopy cover using airborne or satellite imagery. Arboriculture and Urban Forestry 2008, 34(6):334-340.
    • (2008) Arboriculture and Urban Forestry , vol.34 , Issue.6 , pp. 334-340
    • Walton, J.T.1    Nowak, D.J.2    Greenfield, E.J.3
  • 58
    • 84859506251 scopus 로고    scopus 로고
    • Forage quality of native warm-season grasses in response to nitrogen fertilization and harvest date
    • Waramit N., Moore K.J., Fales S.L. Forage quality of native warm-season grasses in response to nitrogen fertilization and harvest date. Animal Feed Science and Technology 2012, 174(1-2):46-59.
    • (2012) Animal Feed Science and Technology , vol.174 , Issue.1-2 , pp. 46-59
    • Waramit, N.1    Moore, K.J.2    Fales, S.L.3
  • 61
    • 84970557809 scopus 로고
    • Estimation of foliage denseness and foliage angle by inclined point quadrats
    • Wilson J.W. Estimation of foliage denseness and foliage angle by inclined point quadrats. Australian Journal of Botany 1963, 11(1):95-105.
    • (1963) Australian Journal of Botany , vol.11 , Issue.1 , pp. 95-105
    • Wilson, J.W.1
  • 62
    • 84938996000 scopus 로고
    • PLS for multivariate linear modeling
    • H. van de Waterbeemd (Ed.) QSAR: Chemometric methods in molecular design
    • Wold S. PLS for multivariate linear modeling. Methods and principles in medicinal chemistry 1994, H. van de Waterbeemd (Ed.).
    • (1994) Methods and principles in medicinal chemistry
    • Wold, S.1
  • 63
    • 0001098205 scopus 로고    scopus 로고
    • Estimation of principal components and related models by iterative least squares
    • Academic Press, New York, P.R. Krishnaiah (Ed.)
    • Wold H. Estimation of principal components and related models by iterative least squares. Multivariate analysis 1996, Academic Press, New York. P.R. Krishnaiah (Ed.).
    • (1996) Multivariate analysis
    • Wold, H.1
  • 65
    • 84861316534 scopus 로고    scopus 로고
    • Estimating net primary production of turfgrass in an urban-suburban landscape with QuickBird imagery
    • Wu J., Bauer M.E. Estimating net primary production of turfgrass in an urban-suburban landscape with QuickBird imagery. Remote Sensing 2012, 4(12):849-866. 10.3390/rs4040849.
    • (2012) Remote Sensing , vol.4 , Issue.12 , pp. 849-866
    • Wu, J.1    Bauer, M.E.2
  • 66
    • 33751231745 scopus 로고    scopus 로고
    • Characterization of seasonal variation of forest canopy in a temperate deciduous broadleaf forest, using daily MODIS data
    • Zhang Q., Xiao X., Braswell B.H., Linder E., Ollinger S.V., Smith M.-L., et al. Characterization of seasonal variation of forest canopy in a temperate deciduous broadleaf forest, using daily MODIS data. Remote Sensing of Environment 2006, 105:189-203.
    • (2006) Remote Sensing of Environment , vol.105 , pp. 189-203
    • Zhang, Q.1    Xiao, X.2    Braswell, B.H.3    Linder, E.4    Ollinger, S.V.5    Smith, M.-L.6
  • 67
    • 42449154244 scopus 로고    scopus 로고
    • Modeling residential lawn fertilization practices: Integrating high resolution remote sensing with socioeconomic data
    • Zhou W.Q., Troy A., Grove M. Modeling residential lawn fertilization practices: Integrating high resolution remote sensing with socioeconomic data. Environmental Management 2008, 41(5):742-752.
    • (2008) Environmental Management , vol.41 , Issue.5 , pp. 742-752
    • Zhou, W.Q.1    Troy, A.2    Grove, M.3


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