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Volumn 17, Issue 3, 2016, Pages 296-312

Crop height variability detection in a single field by multi-temporal terrestrial laser scanning

Author keywords

Crop height; Crop surface models; RTK GPS; Spatial variability; Terrestrial laser scanning

Indexed keywords

AGRICULTURAL MANAGEMENT; BIOMASS; CROP; ENVIRONMENTAL MODELING; GPS; GROWTH RATE; HEIGHT DETERMINATION; LASER METHOD; NDVI; PLANT; REGRESSION ANALYSIS; SATELLITE IMAGERY; SCANNER; SPATIAL VARIATION; STATISTICAL ANALYSIS; TOPOGRAPHIC EFFECT;

EID: 84945574661     PISSN: 13852256     EISSN: 15731618     Source Type: Journal    
DOI: 10.1007/s11119-015-9420-y     Document Type: Article
Times cited : (39)

References (40)
  • 1
    • 84892621633 scopus 로고    scopus 로고
    • UAV-based imaging for multi-temporal, very high resolution crop surface models to monitor crop growth variability
    • Bendig, J., Bolten, A., & Bareth, G. (2013). UAV-based imaging for multi-temporal, very high resolution crop surface models to monitor crop growth variability. Photogrammetrie-Fernerkundung-Geoinformation,6, 551–562.
    • (2013) Photogrammetrie-Fernerkundung-Geoinformation , vol.6 , pp. 551-562
    • Bendig, J.1    Bolten, A.2    Bareth, G.3
  • 2
    • 84912124929 scopus 로고    scopus 로고
    • Estimating biomass of Barley using crop surface models (CSMs) derived from UAV-based RGB imaging
    • Bendig, J., Bolten, A., Bennertz, S., Broscheit, J., Eichfuss, S., & Bareth, G. (2014). Estimating biomass of Barley using crop surface models (CSMs) derived from UAV-based RGB imaging. Remote Sensing,6(11), 10395–10412.
    • (2014) Remote Sensing , vol.6 , Issue.11 , pp. 10395-10412
    • Bendig, J.1    Bolten, A.2    Bennertz, S.3    Broscheit, J.4    Eichfuss, S.5    Bareth, G.6
  • 4
    • 84964483059 scopus 로고    scopus 로고
    • CRC/TR32 (2015). transregional collaborative research centre 32: Patterns in soil-vegetation-atmosphere-systems. Retrieved July 24, 2015, from
    • CRC/TR32 (2015). transregional collaborative research centre 32: Patterns in soil-vegetation-atmosphere-systems. Retrieved July 24, 2015, from http://www.tr32.uni-koeln.de.
  • 5
    • 71449122382 scopus 로고    scopus 로고
    • Laser rangefinder-based measuring of crop biomass under field conditions
    • Ehlert, D., Adamek, R., & Horn, H.-J. (2009). Laser rangefinder-based measuring of crop biomass under field conditions. Precision Agriculture,10(5), 395–408.
    • (2009) Precision Agriculture , vol.10 , Issue.5 , pp. 395-408
    • Ehlert, D.1    Adamek, R.2    Horn, H.-J.3
  • 7
    • 77955266198 scopus 로고    scopus 로고
    • Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner
    • Eitel, J. U. H., Vierling, L. A., & Long, D. S. (2010). Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner. Remote Sensing of Environment,114(10), 2229–2237.
    • (2010) Remote Sensing of Environment , vol.114 , Issue.10 , pp. 2229-2237
    • Eitel, J.U.H.1    Vierling, L.A.2    Long, D.S.3
  • 8
    • 79960843391 scopus 로고    scopus 로고
    • Early season remote sensing of wheat nitrogen status using a green scanning laser
    • Eitel, J. U. H., Vierling, L. A., Long, D. S., & Hunt, E. R. (2011). Early season remote sensing of wheat nitrogen status using a green scanning laser. Agricultural and Forest Meteorology,151(10), 1338–1345.
    • (2011) Agricultural and Forest Meteorology , vol.151 , Issue.10 , pp. 1338-1345
    • Eitel, J.U.H.1    Vierling, L.A.2    Long, D.S.3    Hunt, E.R.4
  • 9
    • 84885168887 scopus 로고    scopus 로고
    • Analysis of Crop Reflectance for Estimating Biomass in Rice Canopies at Different Phenological Stages
    • Gnyp, M. L., Yu, K., Aasen, H., Yao, Y., Huang, S., Miao, Y., et al. (2013). Analysis of Crop Reflectance for Estimating Biomass in Rice Canopies at Different Phenological Stages. Photogrammetrie-Fernerkundung-Geoinformation,2013(4), 351–365.
    • (2013) Photogrammetrie-Fernerkundung-Geoinformation , vol.2013 , Issue.4 , pp. 351-365
    • Gnyp, M.L.1    Yu, K.2    Aasen, H.3    Yao, Y.4    Huang, S.5    Miao, Y.6
  • 10
    • 84893686898 scopus 로고    scopus 로고
    • Assessing the accuracy of mosaics from unmanned aerial vehicle (UAV) imagery for precision agriculture purposes in wheat
    • Gómez-Candón, D., De Castro, A. I., & López-Granados, F. (2013). Assessing the accuracy of mosaics from unmanned aerial vehicle (UAV) imagery for precision agriculture purposes in wheat. Precision Agriculture,15(1), 44–56.
    • (2013) Precision Agriculture , vol.15 , Issue.1 , pp. 44-56
    • Gómez-Candón, D.1    De Castro, A.I.2    López-Granados, F.3
  • 11
    • 82155199435 scopus 로고    scopus 로고
    • Correlation of topography, soil properties and spatial variability of biomass: application of the self-organizing map method
    • Heuer, A., Casper, M. C., & Herbst, M. (2011). Correlation of topography, soil properties and spatial variability of biomass: application of the self-organizing map method. Zeitschrift für Geomorphologie, Supplementary Issues,55(3), 169–178.
    • (2011) Zeitschrift für Geomorphologie, Supplementary Issues , vol.55 , Issue.3 , pp. 169-178
    • Heuer, A.1    Casper, M.C.2    Herbst, M.3
  • 12
    • 78650340818 scopus 로고    scopus 로고
    • High resolution crop surface models (CSM) and crop volume models (CVM) on field level by terrestrial laser scanning. In H. Guo, & C. Wang (Eds.), Proceedings of SPIE-7840, 6th International Symposium on Digital Earth: Models, Algorithms, and Virtual Reality, 2010 (p. 78400E)
    • Germany: Copernicus Publications
    • Hoffmeister, D., Bolten, A., Curdt, C., Waldhoff, G., & Bareth, G. (2010). High resolution crop surface models (CSM) and crop volume models (CVM) on field level by terrestrial laser scanning. In H. Guo, & C. Wang (Eds.), Proceedings of SPIE-7840, 6th International Symposium on Digital Earth: Models, Algorithms, and Virtual Reality, 2010 (p. 78400E). Göttingen, Germany: Copernicus Publications.
    • (2010) Göttingen
    • Hoffmeister, D.1    Bolten, A.2    Curdt, C.3    Waldhoff, G.4    Bareth, G.5
  • 13
    • 84896308707 scopus 로고    scopus 로고
    • Detection of crop growth variability of four sugar beet cultivars by multi-temporal terrestrial laser scanning
    • Clasen M, Fröhlich G, Bernhardt H, Hildebrand K, Theuvsen B, (eds), Köllen Verlag, Bonn, Germany
    • Hoffmeister, D., Tilly, N., Bendig, J., Curdt, C., & Bareth, G. (2012). Detection of crop growth variability of four sugar beet cultivars by multi-temporal terrestrial laser scanning. In M. Clasen, G. Fröhlich, H. Bernhardt, K. Hildebrand, & B. Theuvsen (Eds.), Informationstechnologie für eine nachhaltige Landbewirtschaftung, 32. GIL Jahrestagung (pp. 135–138). Bonn, Germany: Köllen Verlag.
    • (2012) Informationstechnologie für eine nachhaltige Landbewirtschaftung, 32. GIL Jahrestagung , pp. 135-138
    • Hoffmeister, D.1    Tilly, N.2    Bendig, J.3    Curdt, C.4    Bareth, G.5
  • 14
    • 84888299794 scopus 로고    scopus 로고
    • Radiometric correction of terrestrial LiDAR point cloud data for individual maize plant detection
    • Höfle, B. (2014). Radiometric correction of terrestrial LiDAR point cloud data for individual maize plant detection. IEEE Geoscience and Remote Sensing Letters,11(1), 94–98.
    • (2014) IEEE Geoscience and Remote Sensing Letters , vol.11 , Issue.1 , pp. 94-98
    • Höfle, B.1
  • 15
    • 61349149942 scopus 로고    scopus 로고
    • Estimating vertical plant area density profile and growth parameters of a wheat canopy at different growth stages using three-dimensional portable lidar imaging
    • Hosoi, F., & Omasa, K. (2009). Estimating vertical plant area density profile and growth parameters of a wheat canopy at different growth stages using three-dimensional portable lidar imaging. ISPRS Journal of Photogrammetry and Remote Sensing,64(2), 151–158.
    • (2009) ISPRS Journal of Photogrammetry and Remote Sensing , vol.64 , Issue.2 , pp. 151-158
    • Hosoi, F.1    Omasa, K.2
  • 16
    • 84866281869 scopus 로고    scopus 로고
    • Estimation of vertical plant area density profiles in a rice canopy at different growth stages by high-resolution portable scanning lidar with a lightweight mirror
    • Hosoi, F., & Omasa, K. (2012). Estimation of vertical plant area density profiles in a rice canopy at different growth stages by high-resolution portable scanning lidar with a lightweight mirror. ISPRS Journal of Photogrammetry and Remote Sensing,74, 11–19.
    • (2012) ISPRS Journal of Photogrammetry and Remote Sensing , vol.74 , pp. 11-19
    • Hosoi, F.1    Omasa, K.2
  • 17
    • 84924256454 scopus 로고    scopus 로고
    • Fusion of high resolution remote sensing images and terrestrial laser scanning for improved biomass estimation of maize
    • Sunar F, Altan O, Taberner M, (eds), XL-7, Copernicus Publications, Göttingen, Germany
    • Hütt, C., Schiedung, H., Tilly, N., & Bareth, G. (2014). Fusion of high resolution remote sensing images and terrestrial laser scanning for improved biomass estimation of maize. In F. Sunar, O. Altan, & M. Taberner (Eds.), ISPRS Archives (Vol. XL-7, pp. 101–108). Göttingen, Germany: Copernicus Publications.
    • (2014) ISPRS Archives , pp. 101-108
    • Hütt, C.1    Schiedung, H.2    Tilly, N.3    Bareth, G.4
  • 20
    • 80955136166 scopus 로고    scopus 로고
    • Analysis of surface soil moisture patterns in agricultural landscapes using empirical orthogonal functions
    • Korres, W., Koyama, C. N., Fiener, P., & Schneider, K. (2010). Analysis of surface soil moisture patterns in agricultural landscapes using empirical orthogonal functions. Hydrology and Earth System Sciences,14(5), 751–764.
    • (2010) Hydrology and Earth System Sciences , vol.14 , Issue.5 , pp. 751-764
    • Korres, W.1    Koyama, C.N.2    Fiener, P.3    Schneider, K.4
  • 21
    • 84880104238 scopus 로고    scopus 로고
    • Patterns and scaling properties of surface soil moisture in an agricultural landscape: An ecohydrological modeling study
    • Korres, W., Reichenau, T. G., & Schneider, K. (2013). Patterns and scaling properties of surface soil moisture in an agricultural landscape: An ecohydrological modeling study. Journal of Hydrology,498, 89–102.
    • (2013) Journal of Hydrology , vol.498 , pp. 89-102
    • Korres, W.1    Reichenau, T.G.2    Schneider, K.3
  • 22
    • 79960154095 scopus 로고    scopus 로고
    • Variability of surface soil moisture observed from multi-temporal C-band SAR and field data
    • Koyama, C. N., Korres, W., Fiener, P., & Schneider, K. (2010). Variability of surface soil moisture observed from multi-temporal C-band SAR and field data. Vadose Zone Journal,9(4), 1014–1024.
    • (2010) Vadose Zone Journal , vol.9 , Issue.4 , pp. 1014-1024
    • Koyama, C.N.1    Korres, W.2    Fiener, P.3    Schneider, K.4
  • 23
    • 15944399108 scopus 로고    scopus 로고
    • Management, topographical, and weather effects on spatial variability of crop grain yields
    • Kravchenko, A. N., Robertson, G. P., Thelen, K. D., & Harwood, R. R. (2005). Management, topographical, and weather effects on spatial variability of crop grain yields. Agronomy Journal,97(2), 514–523.
    • (2005) Agronomy Journal , vol.97 , Issue.2 , pp. 514-523
    • Kravchenko, A.N.1    Robertson, G.P.2    Thelen, K.D.3    Harwood, R.R.4
  • 24
    • 70549086943 scopus 로고    scopus 로고
    • Development and test of a crop growth model for application within a Global Change decision support system
    • Lenz-Wiedemann, V. I. S., Klar, C. W., & Schneider, K. (2010). Development and test of a crop growth model for application within a Global Change decision support system. Ecological Modelling,221(2), 314–329.
    • (2010) Ecological Modelling , vol.221 , Issue.2 , pp. 314-329
    • Lenz-Wiedemann, V.I.S.1    Klar, C.W.2    Schneider, K.3
  • 26
    • 84919356328 scopus 로고    scopus 로고
    • Terrestrial Laser Scanning of agricultural crops. In J. Chen, J. Jiang, & H.-G. Maas (Eds.), ISPRS archives, Proceedings of the XXI. ISPRS Conference (Vol. XXXVII Part B5, pp. 563–566)
    • Germany: Copernicus Publications
    • Lumme, J., Karjalainen, M., Kaartinen, H., Kukko, A., Hyyppä, J., Hyyppä, H., et al. (2008). Terrestrial Laser Scanning of agricultural crops. In J. Chen, J. Jiang, & H.-G. Maas (Eds.), ISPRS archives, Proceedings of the XXI. ISPRS Conference (Vol. XXXVII Part B5, pp. 563–566). Göttingen, Germany: Copernicus Publications.
    • (2008) Göttingen
    • Lumme, J.1    Karjalainen, M.2    Kaartinen, H.3    Kukko, A.4    Hyyppä, J.5    Hyyppä, H.6
  • 27
    • 78049232298 scopus 로고    scopus 로고
    • Comparing high density LIDAR and medium resolution GPS generated elevation data for predicting yield stability
    • McKinion, J. M., Willers, J. L., & Jenkins, J. N. (2010a). Comparing high density LIDAR and medium resolution GPS generated elevation data for predicting yield stability. Computers and Electronics in Agriculture,74(2), 244–249.
    • (2010) Computers and Electronics in Agriculture , vol.74 , Issue.2 , pp. 244-249
    • McKinion, J.M.1    Willers, J.L.2    Jenkins, J.N.3
  • 29
    • 84887105216 scopus 로고    scopus 로고
    • Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps
    • Mulla, D. J. (2013). Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps. Biosystems Engineering,114(4), 358–371.
    • (2013) Biosystems Engineering , vol.114 , Issue.4 , pp. 358-371
    • Mulla, D.J.1
  • 30
    • 84865983502 scopus 로고    scopus 로고
    • Canopy height measurement by photogrammetric analysis of aerial images: Application to buckwheat (Fagopyrum esculentum Moench) lodging evaluation
    • Murakami, T., Yui, M., & Amaha, K. (2012). Canopy height measurement by photogrammetric analysis of aerial images: Application to buckwheat (Fagopyrum esculentum Moench) lodging evaluation. Computers and Electronics in Agriculture,89, 70–75.
    • (2012) Computers and Electronics in Agriculture , vol.89 , pp. 70-75
    • Murakami, T.1    Yui, M.2    Amaha, K.3
  • 31
    • 84918769129 scopus 로고    scopus 로고
    • Linking satellite derived LAI patterns with subsoil heterogeneity using large-scale ground-based electromagnetic induction measurements
    • Rudolph, S., van der Kruk, J., von Hebel, C., Ali, M., Herbst, M., Montzka, C., et al. (2015). Linking satellite derived LAI patterns with subsoil heterogeneity using large-scale ground-based electromagnetic induction measurements. Geoderma,241–242, 262–271.
    • (2015) Geoderma , vol.241-242 , pp. 262-271
    • Rudolph, S.1    van der Kruk, J.2    von Hebel, C.3    Ali, M.4    Herbst, M.5    Montzka, C.6
  • 32
    • 84868629417 scopus 로고    scopus 로고
    • Application of low altitude remote sensing (LARS) platform for monitoring crop growth and weed infestation in a soybean plantation
    • Samseemoung, G., Soni, P., Jayasuriya, H. P. W., & Salokhe, V. M. (2012). Application of low altitude remote sensing (LARS) platform for monitoring crop growth and weed infestation in a soybean plantation. Precision Agriculture,13(6), 611–627.
    • (2012) Precision Agriculture , vol.13 , Issue.6 , pp. 611-627
    • Samseemoung, G.1    Soni, P.2    Jayasuriya, H.P.W.3    Salokhe, V.M.4
  • 33
    • 84864750440 scopus 로고    scopus 로고
    • The carbon budget of a winter wheat field: An eddy covariance analysis of seasonal and inter-annual variability
    • Schmidt, M., Reichenau, T. G., Fiener, P., & Schneider, K. (2012). The carbon budget of a winter wheat field: An eddy covariance analysis of seasonal and inter-annual variability. Agricultural and Forest Meteorology,165, 114–126.
    • (2012) Agricultural and Forest Meteorology , vol.165 , pp. 114-126
    • Schmidt, M.1    Reichenau, T.G.2    Fiener, P.3    Schneider, K.4
  • 34
    • 0004203046 scopus 로고    scopus 로고
    • Walter de Gruyter, Berlin, Germany
    • Seeber, G. (2003). Satellite geodesy. Berlin, Germany: Walter de Gruyter.
    • (2003) Satellite geodesy
    • Seeber, G.1
  • 35
    • 84918821193 scopus 로고    scopus 로고
    • Quantifying the effects of soil variability on crop growth using apparent soil electrical conductivity measurements
    • Stadler, A., Rudolph, S., Kupisch, M., Langensiepen, M., van der Kruk, J., & Ewert, F. (2015). Quantifying the effects of soil variability on crop growth using apparent soil electrical conductivity measurements. European Journal of Agronomy,64, 8–20.
    • (2015) European Journal of Agronomy , vol.64 , pp. 8-20
    • Stadler, A.1    Rudolph, S.2    Kupisch, M.3    Langensiepen, M.4    van der Kruk, J.5    Ewert, F.6
  • 36
    • 84884161784 scopus 로고    scopus 로고
    • A discussion on the significance associated with Pearson’s correlation in precision agriculture studies
    • Taylor, J. A., & Bates, T. R. (2013). A discussion on the significance associated with Pearson’s correlation in precision agriculture studies. Precision Agriculture,14(5), 558–564.
    • (2013) Precision Agriculture , vol.14 , Issue.5 , pp. 558-564
    • Taylor, J.A.1    Bates, T.R.2
  • 37
    • 84896285330 scopus 로고    scopus 로고
    • Multitemporal crop surface models: accurate plant height measurement and biomass estimation with terrestrial laser scanning in paddy rice
    • Tilly, N., Hoffmeister, D., Cao, Q., Huang, S. Y., Lenz-Wiedemann, V., Miao, Y. X., et al. (2014). Multitemporal crop surface models: accurate plant height measurement and biomass estimation with terrestrial laser scanning in paddy rice. Journal of Applied Remote Sensing,8(1), 083671.
    • (2014) Journal of Applied Remote Sensing , vol.8 , Issue.1 , pp. 083671
    • Tilly, N.1    Hoffmeister, D.2    Cao, Q.3    Huang, S.Y.4    Lenz-Wiedemann, V.5    Miao, Y.X.6
  • 39
    • 84964511066 scopus 로고    scopus 로고
    • Analysis of multitemporal and multisensor remote sensing data for crop rotation mapping
    • Shortis M, Wagner W, Hyyppä J, (eds), I-7, Copernicus Publications, Göttingen, Germany
    • Waldhoff, G., Curdt, C., Hoffmeister, D., & Bareth, G. (2012). Analysis of multitemporal and multisensor remote sensing data for crop rotation mapping. In M. Shortis, W. Wagner, & J. Hyyppä (Eds.), XXII ISPRS Congress, Technical Commission VII (Vol. I-7, pp. 177–182). Göttingen, Germany: Copernicus Publications.
    • (2012) XXII ISPRS Congress, Technical Commission VII , pp. 177-182
    • Waldhoff, G.1    Curdt, C.2    Hoffmeister, D.3    Bareth, G.4
  • 40


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