Repeat it 6 times to find a good degree of accuracy.
2 min 110 degrees under micro convection
Variables:
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Input Variable : DAP, Compost
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Controlled Variable: Weight of Compost, Weight of DAP, Type of soil,
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Output variable: Water
Raw Data:
Processed Data:
I assume that the data is normally distributed and I shall now perform a T test.
Null hypothesis: There is no significant difference between the two means.
Alternate Hypothesis: There exists a significant difference between the amount of water compost can hold and the amount of water DAP holds.
Step 1: The difference between the means of the two sets of data.
Mean of (Soil+Compost) – Mean of(Soil+DAP)= 0.155
Step 2: Square the Standard deviation of Soil Sample A set of data and divide by the number of pieces of data.
{(1.293708)^2}/6 =0.278947
Step 3: Square the Standard deviation of Soil Sample B set of data and divide by the number of pieces of data.
{(0.641318)^2}/6 =0.068548
Step 4: Add the results from step 2 and step 3.
0.278947+0.068548=0.347495
Step 5: Find the square root of the result from step 4.
= 0.589487
Step 6: (Difference in means)/ (Result from step 5)
0.155/0.589487= 0.26294
T Value= 0.2
Degrees of freedom: Critical value for 28 degrees of freedom when P is 0.05 (calculated from table based on Zar). Since the T value is greater than the Critical value we can be 95% confident that the difference between the mean percolation rate between soil sample A and soil sample B is statistically significant. In this case the null hypothesis is rejected In favor of alternate hypothesis.
Discussion: There may have been water already present in Soil or compost. We could have done the experiment with just one type of soil from one location.
Evaluation: It seems that DAP loses more water than Compost does. This could probably be because DAP is a chemical fertilizer which is artificially made. Its purpose is to help the plants grow faster and stronger, not hold water. Compost on the other hand is natural and almost as powerful as DAP. But the good part is that it holds water.
Conclusion: It makes more sense to use Compost rather than DAP for the growth of plants and crop as it holds more water and loses less due to heat.