A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data
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文摘
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This is a review of the scientific literature for forestry applications of the k-NN.

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This is a meta-analysis of 260 experimental tests described in 148 scientific papers.

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These are the experiences from 26 countries since 1981.

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k-NN results were useful and well-affirmed in all vegetation zones and at all scales.

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Values of k of 3–10 produce an RMSE level usually less than 30%.

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