Constraining Remote River Discharge Estimation Using Reach-Scale Geomorphology
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"Constraining Remote River Discharge..." refers methods in this paper
...While generally used to predict binary classes, multiclass logistic regression is possible and implemented here using a “one‐versus‐rest” classifier (Bishop, 2006)....
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"Constraining Remote River Discharge..." refers background in this paper
...Because the loading vectors, and thus the PC scores, are all normalized to the same global values (Hastie et al., 2009; James et al., 2013), we simply summed the three PC scores for each cross section corresponding to PCs 1–3....
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...Statistical learning is generally binned into unsupervised and supervised approaches (Hastie et al., 2009; James et al., 2013)....
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...9 of 24 set (Hastie et al., 2009)....
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"Constraining Remote River Discharge..." refers background in this paper
...The center of this distribution is a Manning's n of 0.48, which is extremely high and generally reserved for very rough, vegetal‐lined, artificial channels (Chow, 1959)....
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