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. Author manuscript; available in PMC: 2021 Apr 28.
Published in final edited form as: Remote Sens (Basel). 2020 Apr 28;12(9):1–1386. doi: 10.3390/rs12091386

Table 5.

Candidate models with reach- and sub-catchment scale explanatory variables predicting the median radiant water temperature and the probability of occurrence of cool water in the Pend Oreille River. For each model, the number of parameters (K), −2 log-likelihood (−2logL), Akaike’s information criterion adjusted for small sample size (AICc), the difference in AICc between the given model and the best-performing model (ΔAICc), and Akaike weight (wi) are shown.

Model K −2LogL AICc ΔAICc wϊ
Reach scale
Median water temperature
  Confinement, Sum all dense vegetation, z-Area, z-Maximum depth 14 −12.98 60.0 0.00 0.52
  Confinement, z-Area, z- Maximum depth 11 −16.09 60.2 0.16 0.48 *
Probability of occurrence of cool-water areas
  Confinement, z-Area, z-Maximum depth 6 −25.57 64.2 0.00 0.30
  Confinement, Sum all dense vegetation, z-Area, z-Maximum depth 6 −25.57 64.2 0.00 0.30
  Confinement, z-Area 4 −27.26 65.0 0.84 0.20 *
  Confinement, Sum all dense vegetation, z-Area 4 −27.26 65.0 0.84 0.20
Sub-catchment scale
Median water temperature
  Distance from dam, Percent developed land 10 −5.25 34.3 0.00 0.28
  Distance from dam, Percent developed land, Tributary area 10 −5.21 34.3 0.01 0.27
  Distance from dam 9 −6.22 34.7 0.38 0.23 *
  Distance from dam, Tributary area 10 −5.95 34.7 0.40 0.23
Probability of occurrence of cool water
  Distance from dam, Percent developed land 8 −19.87 59.6 0.00 0.50 *
  Distance from dam, Percent developed land, Tributary area 8 −19.87 59.6 0.00 0.50

An asterisk (*) indicates a model selected based on parsimony in addition to AICc scores and weights.