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Original Articles

High Spatial Resolution Optical Image Texture for Improved Estimation of Forest Stand Leaf Area Index

Pages 441-449 | Published online: 31 Jul 2014

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Habib Mouissa, Richard A. Fournier, El-Hadi Oldache & Mohammed Bellatreche. (2018) Détection des changements au niveau d’un couvert forestier en milieu semi-aride entre 1984–2009: Cas de la forêt de Senalba Chergui de Djelfa (Algérie). Canadian Journal of Remote Sensing 44:2, pages 113-130.
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Jing-Jing Zhou, Zhong Zhao, Jun Zhao, Qingxia Zhao, Fei Wang & Haize Wang. (2014) A comparison of three methods for estimating the LAI of black locust (Robinia pseudoacacia L.) plantations on the Loess Plateau, China. International Journal of Remote Sensing 35:1, pages 171-188.
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Patrick Rahilly, Donghai Li, Qinghua Guo, Jinxia Zhu, Ricardo Ortega, NigelW. T. Quinn & ThomasC. Harmon. (2012) Mapping swamp timothy (Crypsis schoenoides) seed productivity using spectral values and vegetation indices in managed wetlands. International Journal of Remote Sensing 33:16, pages 4902-4918.
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Alemu Gonsamo, P. Pellikka & D. J. King. (2011) Large-scale leaf area index inversion algorithms from high-resolution airborne imagery. International Journal of Remote Sensing 32:14, pages 3897-3916.
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R. A. Hill & A. G. Thomson. (2005) Mapping woodland species composition and structure using airborne spectral and LiDAR data. International Journal of Remote Sensing 26:17, pages 3763-3779.
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C. A. Coburn & A. C. B. Roberts. (2004) A multiscale texture analysis procedure for improved forest stand classification . International Journal of Remote Sensing 25:20, pages 4287-4308.
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L. M. Moskal $suffix/text()$suffix/text() & S. E. Franklin . (2004) Relationship between airborne multispectral image texture and aspen defoliation . International Journal of Remote Sensing 25:14, pages 2701-2711.
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R J Hall, D P Davidson & D R Peddle. (2003) Ground and remote estimation of leaf area index in Rocky Mountain forest stands, Kananaskis, Alberta. Canadian Journal of Remote Sensing 29:3, pages 411-427.
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R J Hall, R A Fernandes, E H Hogg, J P Brandt, C. Butson, B S Case & S G Leblanc. (2003) Relating aspen defoliation to changes in leaf area derived from field and satellite remote sensing data. Canadian Journal of Remote Sensing 29:3, pages 299-313.
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J. Cihlar, J. Chen, Z. Li, R. Latifovic, G. Fedosejevs, M. Adair, W. Park, R. Fraser, A. Trishchenko, B. Guindon, D. Stanley & D. Morse. (2002) GeoComp-n, an advanced system for the processing of coarse and medium resolution satellite data. Part 2: Biophysical products for Northern ecosystems. Canadian Journal of Remote Sensing 28:1, pages 21-44.
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P.H. Sampson, P.M. Treitz & G.H. Mohammed. (2001) Remote Sensing of Forest Condition in Tolerant Hardwoods: An Examination of Spatial Scale, Structure and Function. Canadian Journal of Remote Sensing 27:3, pages 232-246.
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Christine Stone, Nicholas Coops & Darius Culvenor. (2000) Conceptual Development of a Eucalypt Canopy Condition Index Using High Resolution Spatial and Spectral Remote Sensing Imagery. Journal of Sustainable Forestry 11:4, pages 23-45.
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P. Pellikka, E.D. Seed & D.J. King. (2000) Modelling Deciduous Forest Ice Storm Damage Using Aerial CIR Imagery and Hemispheric Photography. Canadian Journal of Remote Sensing 26:5, pages 394-405.
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S.G. Leblanc, J.M. Chen & J. Cihlar. (1997) NDVI Directionality in Boreal Forests: A Model Interpretation of Measurements. Canadian Journal of Remote Sensing 23:4, pages 369-380.
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S. E. Franklin, M. B. Lavigne, M. J. Deuling, M. A. Wulder & E. R. Hunt. (1997) Landsat TM Derived Forest Covertypes for Modelling Net Primary Production. Canadian Journal of Remote Sensing 23:3, pages 243-251.
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Articles from other publishers (28)

Ning Yang, Zhitao Zhang, Junrui Zhang, Yuhong Guo, Xizhen Yang, Guangduo Yu, Xuqian Bai, Junying Chen, Yinwen Chen, Liangsheng Shi & Xianwen Li. (2023) Improving estimation of maize leaf area index by combining of UAV-based multispectral and thermal infrared data: The potential of new texture index. Computers and Electronics in Agriculture 214, pages 108294.
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Elio Romano, Simone Bergonzoli, Ivano Pecorella, Carlo Bisaglia & Pasquale De Vita. (2021) Methodology for the Definition of Durum Wheat Yield Homogeneous Zones by Using Satellite Spectral Indices. Remote Sensing 13:11, pages 2036.
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Jin Xu, Lindi J. Quackenbush, Timothy A. Volk & Jungho Im. (2020) Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions. Remote Sensing 12:18, pages 2934.
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Peilei Luo, Jingjuan Liao & Guozhuang Shen. (2020) Combining Spectral and Texture Features for Estimating Leaf Area Index and Biomass of Maize Using Sentinel-1/2, and Landsat-8 Data. IEEE Access 8, pages 53614-53626.
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Hengbiao Zheng, Tao Cheng, Meng Zhou, Dong Li, Xia Yao, Yongchao Tian, Weixing Cao & Yan Zhu. (2018) Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery. Precision Agriculture 20:3, pages 611-629.
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Douglas K. Bolton, Joanne C. White, Michael A. Wulder, Nicholas C. Coops, Txomin Hermosilla & Xiaoping Yuan. (2018) Updating stand-level forest inventories using airborne laser scanning and Landsat time series data. International Journal of Applied Earth Observation and Geoinformation 66, pages 174-183.
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Jingjing Zhou, Rui Yan Guo, Mengtian Sun, Tajiguli Tu Di, Shan Wang, Jiangyuan Zhai & Zhong Zhao. (2017) The Effects of GLCM parameters on LAI estimation using texture values from Quickbird Satellite Imagery. Scientific Reports 7:1.
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Mikko Niemi & Jari Vauhkonen. (2016) Extracting Canopy Surface Texture from Airborne Laser Scanning Data for the Supervised and Unsupervised Prediction of Area-Based Forest Characteristics. Remote Sensing 8:7, pages 582.
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Michael Köhl & Steen Magnussen. 2016. Tropical Forestry Handbook. Tropical Forestry Handbook 777 837 .
Oumer S. Ahmed, Steven E. Franklin, Michael A. Wulder & Joanne C. White. (2015) Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm. ISPRS Journal of Photogrammetry and Remote Sensing 101, pages 89-101.
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Michael Köhl & Steen Magnussen. 2014. Tropical Forestry Handbook. Tropical Forestry Handbook 1 50 .
Josh Gray & Conghe Song. (2012) Mapping leaf area index using spatial, spectral, and temporal information from multiple sensors. Remote Sensing of Environment 119, pages 173-183.
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Janet E. Nichol & Md. Latifur Rahman Sarker. (2011) Improved Biomass Estimation Using the Texture Parameters of Two High-Resolution Optical Sensors. IEEE Transactions on Geoscience and Remote Sensing 49:3, pages 930-948.
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Michael J. Falkowski, Michael A. WulderJoanne C. White & Mark D. Gillis. (2009) Supporting large-area, sample-based forest inventories with very high spatial resolution satellite imagery. Progress in Physical Geography: Earth and Environment 33:3, pages 403-423.
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G. le Maire, C. François, K. Soudani, H. Davi, V. Le Dantec, B. Saugier & E. Dufrêne. (2006) Forest leaf area index determination: A multiyear satellite-independent method based on within-stand normalized difference vegetation index spatial variability. Journal of Geophysical Research: Biogeosciences 111:G2, pages n/a-n/a.
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D.A. Pouliot, D.J. King & D.G. Pitt. (2006) Automated assessment of hardwood and shrub competition in regenerating forests using leaf-off airborne imagery. Remote Sensing of Environment 102:3-4, pages 223-236.
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Scott D. Roberts, Thomas J. Dean, David L. Evans, John W. McCombs, Richard L. Harrington & Patrick A. Glass. (2005) Estimating individual tree leaf area in loblolly pine plantations using LiDAR-derived measurements of height and crown dimensions. Forest Ecology and Management 213:1-3, pages 54-70.
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MICHAEL A. WULDER, RONALD J. HALL, NICHOLAS C. COOPS & STEVEN E. FRANKLIN. (2004) High Spatial Resolution Remotely Sensed Data for Ecosystem Characterization. BioScience 54:6, pages 511.
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Conghe Song & Curtis E. Woodcock. (2003) Estimating Tree Crown Size from Multiresolution Remotely Sensed Imagery. Photogrammetric Engineering & Remote Sensing 69:11, pages 1263-1270.
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S.D Roberts, T.J Dean & D.L Evans. (2003) Family influences on leaf area estimates derived from crown and tree dimensions in Pinus taeda. Forest Ecology and Management 172:2-3, pages 261-270.
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Conghe Song & Curtis E Woodcock. (2002) The spatial manifestation of forest succession in optical imagery. Remote Sensing of Environment 82:2-3, pages 271-284.
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J.M Chen, G Pavlic, L Brown, J Cihlar, S.G Leblanc, H.P White, R.J Hall, D.R Peddle, D.J King, J.A Trofymow, E Swift, J Van der Sanden & P.K.E Pellikka. (2002) Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements. Remote Sensing of Environment 80:1, pages 165-184.
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C. Zhang & S.E. Franklin. (2002) Forest structure classification using airborne multispectral image texture and kriging analysis. Forest structure classification using airborne multispectral image texture and kriging analysis.
Steven Franklin. 2001. Remote Sensing for Sustainable Forest Management. Remote Sensing for Sustainable Forest Management.
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Mike Wulder. (2016) Optical remote-sensing techniques for the assessment of forest inventory and biophysical parameters. Progress in Physical Geography: Earth and Environment 22:4, pages 449-476.
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Mike A. Wulder, Ellsworth F. LeDrew, Steven E. Franklin & Mike B. Lavigne. (1998) Aerial Image Texture Information in the Estimation of Northern Deciduous and Mixed Wood Forest Leaf Area Index (LAI). Remote Sensing of Environment 64:1, pages 64-76.
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M.A. Wulder. (1998) The prediction of leaf area index from forest polygons decomposed through the integration of remote sensing, GIS, UNIX, and C. Computers & Geosciences 24:2, pages 151-157.
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