Results & Discussion

Light levels in Retention Perscriptions

The amount of light environments (classes) is highly variable within each retention unit (Fig 4). There is a  highly signifcant difference in DIFN amoung retention levels (F(2,130)=138.6, p<0.001). When no harvesting takes place (100% rentention), the amount of light illuminating the crowns of the regenerating understory can reach up 60% of full sunlight. The opposite holds true when a substantial amount of the basal area (25% retention) is harvested. Overall, the composition of light environments is that increasing the amount of retained trees, decreases the amount of high light environments.  In other words, percent of full sunlight is lowest in 100% retention levels (p<0.001) followed by 50% retention level (p<0.001) and 25% rention level.

Species Response to Retention Prescriptions

dHt: In the 25% retention level there was a significant species height reponse (F(2,3)=10.16, p= 0.0461). Hw had a greater height increment than both Fd and Cw (p=0.0425). There was suggestive evidence that Fd obtains a higher height increment than Cw (p=0.1248). This corresponds with traditional definitions of shade tolerance, where growth preformance is lower (realtively) in higher light environments. In the 50% retention level there was a significant species height reponse to the treatment (F(2,3)=63.56, p= 0.0035). Hw's height remained the highest relative to both Fd and Cw (p=0.0054). Cw was not significantly larger than Fd (p=0.6848). As the amount of light reaching the canopy declines, the growth reponse of Fd becomes incresingly similar to Cw's. In the 100% retention level Hw was larger than Cw (p=0.0425)(Fig. 5).


Volume:There was a significant difference in volume increment among retention levels (F(2,4)=71.72, p=0.007). There is strong evidence that a retention level of 25% has a greater increase in volume than a 100% retention level (p=0.0008), but only sugegstive evidence that its volume increase is larger than a 50% retention level (p= 0.0842). The 50% retention level has a greater volume increase than a 100% retention level (p=0.0028). In the 25% retention level there is no difference among increase in heights (F(2,3)=1.64, p= 0.33). In the heavy treatment Fd and Cw are not significantly different (p= 0.0856). Hw is significantly larger than Fd (p=0.0104) and Cw (p= 0.0035). In the control treatment Hw is not significantly larger than Cw (F(1,4)=4.14, p=0.1115). Fd is not found in the control treatment. As the amount of trees retained increases the volumes also decrese for both Cw and Fd. Fd decreases at a faster rate than Cw when 100% of the trees are retained. This suggests that Cw is more shade tolerant than Fd (Fig 5).

Species response to light environments

When species volume increments are compared on a percent of full sunlight basis, their is no differnence amoung species in their preformance after 40% of fulll sunlight(p=0.1664;(F(2,30)=1.34, p=0.6778). This suggests these species have reached their light saturation points. In light class one(0-20) and two (20-40), Cw does signifcantly worse in volume increment than the other two species (p=0.0109, p= 0.03, repectively)

It seems Douglas-fir and Western hemlock would be the predominate species in the future composition of the stand. The survival of Douglas fir in low light environments come as a surprise, as its occurance in the control (100%) treatment was nill (Fig 7). Though the occurance of Cw was higher and its growth was lower, it is safer to say that hemlock and cedar will dominate the furture stand with a smaller component of Fd scattered through out the stand. This scattering occurance will not be based on light but some other factor.

Species response to shading

The response of species to shading shows a logarithmic pattern, where volume increase is proportional to the log increase in LAI. All species respond reasonably well to the variable natural log of LAI, as all regressions were significant (p<0.03). Hw and Cw respond similarily to shadding, though Hw is consistently achieving more volume in all levels of shadding. As LAI increases, there seems to be a slight increase in the rate at which Hw increases its volume (Eq.4). Conversely, Cw's volume increment has a flater slope (Eq.5). This suggests Cw and Hw have similar tolerance to shade. Fd has the steepest slope and its increment in volume is most affected by an increase in LAI (Eq. 3). Cw plateau's it volume increment around an LAI of 4. In this environment, there is a slight trend that Cw surpasses the volume gain of Fd (Fig 6).

            [3](Fd)  Vol= -0.1541ln(LAI)+0.3377                 R2 = 0.6106

            [4](Hw)  Vol = -0.144ln(LAI) + 0.4119               R2 = 0.3622

            [5](Cw)  Vol = -0.0805ln(LAI) +0.2236              R2 = 0.4378

Conclusions & Recommendations

In conclusion, seedlings will increase their volume and height increment with increasing removal of the basal area. 

Light is a poor indicator of growth preformance. Light microsites created by retention prescriptions vary drastically. Douglas-fir responds to these microsites in a smilar way as western hemlock, in terms of growth preformance. Though the prescence of douglas-fir in the unharvested (100%) retained stand is nill. This suggests that light isn't an important factor in determining the species survival, just its preformance.

Typically, planted trees follow a negative logorthimic curve in response to increasing LAI. Shade tolerant species have larger increases of volume in lower light levels than higher higher light levels, realtive to shade intolerant species. Specifically, at an LAI of approximately 4 the volume increment changes from (Hw >= Fd >> Cw) to (Hw > Cw >= Fd).

Finally, light environments have a similar affect on volume increment among species; as species start to reach their light saturation points after 40% of full sunlight. The growth response is not indicative of classical shade tolerance rankings. Where Hw does significanty better than the other two species in all light environments. Classical shade tolerance ranking (Cw>Hw>>Fd) does estimate the survival and composition of future species, though Fd did survive in increasingly low light environments.

The results obtained in this study should be compared to other silvicultural systems (shelterwood), to fully understand the ecology of forest operations.

Disclaimer: this is a class exercise based on modified or randomly generated datasets