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. 2023 Jul 11;11:e15649. doi: 10.7717/peerj.15649

Table 3. Timing and the directions (in parenthesis) of the shifts in the time series of ecological network indicators detected by the STARS algorithm.

Indicator 1960s 1970s 1980s 1990s
Total system throughput (TST) 1977 (+) 1981 (+) 1994 (−)
A/C 1970 (+), 1977 (+) 1983 (−)
O/C 1970 (−), 1978 (−) 1983 (+) 1996 (+)
Predatory cycling index (PCI) 1989 (−) 1996 (+)
Finn’s cycling index (FCI) 1968 (−) 1973 (−), 1977 (−) 1996 (+)
Finn’s mean path length (PL) 1965 (−), 1969 (−) 1976 (−) 1994 (+)
Primary production (PP) 1977 (+) 1994 (−)
Biomass 1977 (+) 1995 (−)
Catch 1972 (+), 1979 (+) 1984 (−)
Proportion of flows to detritus 1970 (+), 1978 (+) 1996 (−)
Mean trophic level of the catch (mTLc) 1964 (−) 1971 (−)
Diversity 1984 (−) 1996 (+)
Fishing in balance index (FiB) 1967 (+) 1972 (+), 1979 (+) 1984 (−)
Loss of production index (L-index) 1979 (+) 1984 (−) 1996 (+)
Primary production required to sustain catches (PPRc) 1964 (−) 1979 (+) 1989 (−)
The probability of sustainable fishing (Psust) 1997 (−)
Ratio of fodder zooplankton to total zooplankton 1973 (−) 1981 (−) 1997 (+)
Ratio of predatory fish to forage fish biomass 1965 (−) 1980 (+) 1990 (−)
Ratio of demersal fish to pelagic fish biomass 1965 (−) 1984 (+)
Ratio of fish to invertebrate biomass 1967 (−) 1973 (−)

Note:

Positive signs denote an upward (increasing) shift, and negative signs denote a downward (decreasing) shift in the mean value of the indicators.