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\subsubsection{Complexity in the Physico-chemical Subsystem}
At the Arctic Lake (Ar) variables related with light (SL, PL and BL) have high value of emergence, while
Benthic Conductivity benthic conductivity (BCd) and percentage of
water mixing between planktonic and benthonic zones (ZM) have very high self-organization. Remaining variables
are were classified in very high complexity category, with the exception of two variables associated with inflow and benthic conductivity (ICd and BCd) that are ranking in very low complexity
category (Annex **). category.
At the
North Highland Lake north highland lake (NH), light variables increase their
change ranking to very high emergence
category; category, in consequence its complexity
is was reduced to low and very low categories. BCd and Zm variables increase its complexity to high category.
At the
North Lowland Lake (NL) north lowland lake (NL), temperature variables increases its level of change to very
high as high. Also light variables. Remaining variables had fair to very high emergence. Thus, self-organization, in general
was is low. As the result of the above facts, variables with very high complexity were relating with hydrology (IO, RT) conductivity (ICd, PCd) and pH in all zones of lake.
At the
Tropical Lake tropical lake (T), all physiochemical variables have similar levels of regularity (S) and change (E); consequently majority of variables have high or very high complexity with the exception of ZM and
SdO2. Sediment Oxygen (SdO2).
As generalization based Based on PCA ordination
of emergence, self-organization, complexity and autoposieis properties, we can
say summarize that variables of physiochemical subsystem can conform 3
groups related to properties of E, S,C,A (Fig. **). groups. Group 1
Variables including variables related with high changes or emergence
related with as light. Group
2: 2 conformed by variables
related associated with high regularity like
Conductivity conductivity and zone mixing, and
Zone Mixing. Group 3 Variables expressing high complexity
Temperatures, Oxygen,pHs, RT like temperatures, oxygen,pHs, retention time and
Inflow inflow and
Outflow. With these variables, the system respond to the change…. outflow (Fig. **)
\subsubsection{Complexity in the Limiting Nutrient Subsystem}
Limiting nutrients shown at the Arctic high
E Inflow Silicates, Carbon Dioxide at Inflow changes in inflow silicates (SL), carbon dioxide in the inflow and
Planktonic Zones. planktonic Zones (ICD, PCD). Very High
S- Nitrogen regularity in nitrogen at
the 3
layers, high silicates layers of lakes; high regularity in silicates, phosporous in plankctonic and bencthic
Zone. zones (PS, BS, PP, BP). Also,
Planktonic detritus. planktonic detritus (PDt). In complexity terms very high
category was for IS, PP,BP,
CCD, Detritus. CCD and detritus.
NH Carbon Dioxide in For the NH, carbon dioxide (PCD) had very high
S(Planktonic) emergence at planktonic zone and
hig (Inflow high in inflow and
C). C** (CCD). In contrast, variables with very high self-organization were siliciates in
Planktonic planktonic and
Benthic benthic zone,
Nitrogen nitrogen and
Phosphorous phosphorous in 3 layers
were in (nitrogen in benthic was high S).
Variables in the very high
Complex variables IS complexity category were inflow silicates (due high E and low S),
Carbon Dioxide carbon dioxide in
Inflow inflow and
C, C**, and detritus.
Due an increasing in the emergence of nitrogen and decreasing in the S of detritus 13 of the 16 variables of the limiting nutrient components was classified in very high and high complexity categories. Variables that no reach the above level were due to their very high emergence like Carbon Dioxide in planktonic and C, and Benthic detritus. At this point of the gradient Ar-T complexity has an important variation that continuous its increment of the balance between emergence and self-organization at the end of the gradient. This way in tropic very high levels of complexity for the majority of variables are shown. Only the very high emergence of detritus were the exception. In consequence in the tropic limiting nutrients in general have positive autopoiesis defining more autonomy for adaptation.