Leaf area index estimation in vineyards using a ground-based LiDAR scanner

Springer Science and Business Media LLC - Tập 14 Số 3 - Trang 290-306 - 2013
Jaume Arnó1, Alexandre Escolà1, Josep María Vallès1, Jordi Llorens2, Ricardo Sanz1, J. Masip1, Jordi Palacín3, Joan R. Rosell-Polo1
1Department of Agricultural and Forest Engineering, Research Group on AgroICT and Precision Agriculture, University of Lleida, Rovira Roure, 191, 25198, Lleida, Spain
2Department of Agri Food Engineering and Biotechnology, Politechnical University of Catalunya, Campus del Baix Llobregat, Edifici D4, Esteve Terradas, 8, 08860, Castelldefels, Spain
3Department of Computer Science and Industrial Engineering, University of Lleida, Jaume II, 69, 25197, Lleida, Spain

Tóm tắt

Từ khóa


Tài liệu tham khảo

Arnó, J., Vallès, J. M., Llorens, J., Blanco, R., Palacín, J., & Sanz, R., et al. (2006). Ground laser scanner data analysis for leaf area index (LAI) prediction in orchards and vineyards. In Book of Abstracts of the AgEng 2006 Conference (pp. 311–312). Bonn, Germany: VDI Verlag GmbH.

Drissi, R., Goutouly, J. P., Forget, D., & Gaudillere, J. P. (2009). Nondestructive measurement of grapevine leaf area by ground normalized difference vegetation index. Agronomy Journal, 101(1), 226–231.

Ehlert, D., Heisig, M., & Adamek, R. (2010). Suitability of a laser rangefinder to characterize winter wheat. Precision Agriculture, 11(6), 650–663.

Ehlert, D., Horn, H. J., & Adamek, R. (2008). Measuring crop biomass density by laser triangulation. Computers and Electronics in Agriculture, 61(2), 117–125.

Escolà, A., Planas, S., Rosell, J. R., Pomar, J., Camp, F., Solanelles, F., et al. (2011). Performance of an ultrasonic ranging sensor in apple tree canopies. Sensors, 11(3), 2459–2477.

Gebbers, R., Ehlert, D., & Adamek, R. (2011). Rapid mapping of the leaf area index in agricultural crops. Agronomy Journal, 103(5), 1532–1541.

Gil, E., Escolà, A., Rosell, J. R., Planas, S., & Val, L. (2007). Variable rate application of plant protection products in vineyard using ultrasonic sensors. Crop Protection, 26(8), 1287–1297.

Giles, D. K., Delwiche, M. J., & Dodd, R. B. (1988). Electronic measurement of tree canopy volume. Transactions of the ASAE, 31(1), 264–272.

Goutouly, J. P., Drissi, R., Forget, D., & Gaudillère, J. P. (2006). Characterization of vine vigour by ground based NDVI measurements. In Proceedings of the VI International Terroir Congress (pp. 237–241). Bordeaux, France.

Grantz, D. A., & Williams, L. E. (1993). An empirical protocol for indirect measurement of leaf area index in grape (Vitis vinifera L.). HortScience, 28(8), 777–779.

Hall, A., Lamb, D. W., Holzapfel, B., & Louis, J. (2002). Optical remote sensing applications in viticulture—a review. Australian Journal of Grape and Wine Research, 8, 36–47.

Hidalgo, J. (2006). La calidad del vino desde el viñedo (The quality of wine from the vineyard). Madrid: Mundi-Prensa.

Johnson, L. F., Bosch, D. F., Williams, D. C., & Lobitz, B. M. (2001). Remote sensing of vineyard management zones: Implications for wine quality. Applied Engineering in Agriculture, 17(4), 557–560.

Johnson, L. F., & Pierce, L. L. (2004). Indirect measurements of leaf area index in California north coast vineyards. HortScience, 39(2), 236–238.

Johnson, L. F., Roczen, D. E., Youkhana, S. K., Nemani, R. R., & Bosch, D. F. (2003). Mapping vineyard leaf area with multispectral satellite imagery. Computers and Electronics in Agriculture, 38(1), 33–44.

Jonckheere, I., Fleck, S., Nackaerts, K., Muys, B., Coppin, P., Weiss, M., et al. (2004). Review of methods for in situ leaf area index determination: Part I. Theories, sensors, and hemispherical photography. Agricultural and Forest Meteorology, 121(1–2), 19–35.

Keightley, K. E., & Bawden, G. W. (2010). 3D volumetric modelling of grapevine biomass using Tripod LiDAR. Computers and Electronics in Agriculture, 74(2), 305–312.

Lee, K. H., & Ehsani, R. (2008). Comparison of two 2D laser scanners for sensing object distances, shapes, and surface patterns. Computers and Electronics in Agriculture, 60(2), 250–262.

Lee, K. H., & Ehsani, R. (2009). A laser scanner based measurement system for quantification of citrus tree geometric characteristics. Applied Engineering in Agriculture, 25(5), 777–788.

Llorens, J., Gil, E., Llop, J., & Escolà, A. (2011). Ultrasonic and LiDAR sensors for electronic canopy characterization in vineyards: Advances to improve pesticide application methods. Sensors, 11(2), 2177–2194.

López-Lozano, R., Baret, F., García de Cortázar-Atauri, I., Bertrand, N., & Casterad, M. A. (2009). Optimal geometric configuration and algorithms for LAI indirect estimates under row canopies: The case of vineyards. Agricultural and Forest Meteorology, 149(8), 1307–1316.

Mazzetto, F., Calcante, A., Mena, A., & Vercesi, A. (2010). Integration of optical and analogue sensors for monitoring canopy health and vigour in precision agriculture. Precision Agriculture, 11(6), 636–649.

Moorthy, I., Miller, J. R., Jimenez Berni, J. A., Zarco-Tejada, P., Hu, B., & Chen, J. (2011). Field characterization of olive (Olea europaea L.) tree crown architecture using terrestrial laser scanning data. Agricultural and Forest Meteorology, 151(2), 204–214.

Palacín, J., Pallejà, T., Tresánchez, M., Sanz, R., Llorens, J., Ribes-Dasi, M., et al. (2007). Real-time tree-foliage surface estimation using a ground laser scanner. IEEE Transactions on Instrumentation and Measurement, 56(4), 1377–1383.

Palleja, T., Tresanchez, M., Teixido, M., Sanz, R., Rosell, J. R., & Palacin, J. (2010). Sensitivity of tree volume measurement to trajectory errors from a terrestrial LiDAR scanner. Agricultural and Forest Meteorology, 150(11), 1420–1427.

Rosell, J. R., Llorens, J., Sanz, R., Arnó, J., Ribes-Dasi, M., Masip, J., et al. (2009a). Obtaining the three-dimensional structure of tree orchards from remote 2D terrestrial LiDAR scanning. Agricultural and Forest Meteorology, 149(9), 1505–1515.

Rosell, J. R., Sanz, R., Llorens, J., Arnó, J., Escolà, A., Ribes-Dasi, M., et al. (2009b). A tractor-mounted scanning LiDAR for the non-destructive measurement of vegetative volume and surface area of tree-row plantations: A comparison with conventional destructive measurements. Biosystems Engineering, 102(2), 128–134.

Saeys, W., Lenaerts, B., Craessaerts, G., & De Baerdemaeker, J. (2009). Estimation of the crop density of small grains using LiDAR sensors. Biosystems Engineering, 102(1), 22–30.

Sanchez-de-Miguel, P., Junquera, P., de la Fuente, M., Jimenez, L., Linares, R., Baeza, P., et al. (2011). Estimation of vineyard leaf area by linear regression. Spanish Journal of Agricultural Research, 9(1), 202–212.

Sanz, R., Llorens, J., Escolà, A., Arnó, J., Ribes-Dasi, M., Masip, J., et al. (2011). Innovative LiDAR 3D dynamic measurement system to estimate fruit-tree leaf area. Sensors, 11(6), 5769–5791.

Schumann, A. W., & Zaman, Q. U. (2005). Software development for real-time ultrasonic mapping of tree canopy size. Computers and Electronics in Agriculture, 47(1), 25–40.

Scotford, I. M., & Miller, P. C. H. (2004). Estimating tiller density and leaf area index of winter wheat using spectral reflectance and ultrasonic sensing techniques. Biosystems Engineering, 89(4), 395–408.

Smart, R. E. (1985). Principles of grapevine canopy microclimate manipulation with implications for yield and quality: A review. American Journal of Enology and Viticulture, 36(3), 230–239.

Solanelles, F., Escolà, A., Planas, S., Rosell, J. R., Camp, F., & Gràcia, F. (2006). An electronic control system for pesticide application proportional to the canopy width of tree crops. Biosystems Engineering, 95(4), 473–481.

Stamatiadis, S., Taskos, D., Tsadila, E., Christofides, C., Tsadilas, C., & Schepers, J. S. (2010). Comparison of passive and active canopy sensors for the estimation of vine biomass production. Precision Agriculture, 11(3), 306–315.

Tisseyre, B., Mazzoni, C., Ardoin, N., & Clipet, C. (2001). Yield and harvest quality measurement in precision viticulture—application for a selective vintage. In G. Grenier & S. Blackmore (Eds.), Proceedings of the 3rd European conference on precision agriculture (pp. 133–138). Montpellier: Agro.

Tregoat, O., Ollat, N., Grenier, G., & Van Leeuwen, C. (2001). Etude comparative de la précision et de la rapidité de mise en œuvre de différentes méthodes d’estimation de la surface foliaire de la vigne. Journal International des Sciences de la Vigne et du Vin, 35(1), 31–39. (in French).

Tumbo, S. D., Salyani, M., Whitney, J. D., Wheaton, T. A., & Miller, W. M. (2002). Investigation of laser and ultrasonic ranging sensors for measurements of citrus canopy volume. Applied Engineering in Agriculture, 18(3), 367–372.

Walklate, P. J. (1989). A laser scanning instrument for measuring crop geometry. Agricultural and Forest Meteorology, 46(4), 275–284.

Walklate, P. J., Cross, J. V., Richardson, G. M., Murray, R. A., & Baker, D. E. (2002). Comparison of different spray volume deposition models using LiDAR measurements of apple orchards. Biosystems Engineering, 82(3), 253–267.

Wei, J., & Salyani, M. (2004). Development of a laser scanner for measuring tree canopy characteristics: Phase 1. Prototype development. Transactions of the ASABE, 47(6), 2101–2107.

Wei, J., & Salyani, M. (2005). Development of a laser scanner for measuring tree canopy characteristics: Phase 2. Foliage density measurement. Transactions of the ASABE, 48(4), 1595–1601.

Weiss, M., Baret, F., Smith, G. J., Jonckheere, I., & Coppin, P. (2004). Review of methods for in situ leaf area index (LAI) determination. Part II. Estimation of LAI, errors and sampling. Agricultural and Forest Meteorology, 121(1–2), 37–53.

Zaman, Q. U., & Schumann, A. W. (2005). Performance of an ultrasonic tree volume measurement system in commercial citrus groves. Precision Agriculture, 6(5), 467–480.