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Onisimo Mutanga et al.
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Christian Schuster et al.
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Dennis C. Duro et al.
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John Odindi et al.
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George P. Petropoulos et al.
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Giorgos Mountrakis et al.
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J. R. Otukei et al.
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Steven E. Sesnie et al.
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Robin Genuer et al.
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Elhadi Adam et al.
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Michele Dalponte et al.
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Jan Knorn et al.
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Jennifer D. Watts et al.
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A. Mathur et al.
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J. S. Deng et al.
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Thomas Oommen et al.
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A. N. French et al.
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Michael A. Wulder et al.
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Use of a dark object concept and support vector machines to automate forest cover change analysis
Chengquan Huang et al.
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Carolina Sanchez-Hernandez et al.
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J. Lowry et al.
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Y. L. Everingham et al.
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D. Lu et al.
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Using in-situ measurements to evaluate the new RapidEye (TM) satellite series for prediction of wheat nitrogen status
J. U. H. Eitel et al.
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Random Forests for land cover classification
PO Gislason et al.
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J De Leeuw et al.
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WL Stefanov et al.
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FS Erbek et al.
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Impacts of imagery temporal frequency on land-cover change detection monitoring
RS Lunetta et al.
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Mapping vegetation in a heterogeneous mountain rangeland using Landsat data: an alternative method to define and classify land-cover units
AM Cingolani et al.
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D Lu et al.
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C Giri et al.
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Q Zhang et al.
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C Huang et al.
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DR Oetter et al.
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Statistical pattern recognition: A review
AK Jain et al.
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