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The goal of this course is to pass on to new graduate students fundamentals of graduate research with an emphasis on biological systems engineering, and, college instruction. Keywords in this lab manual are: Making Graphs in Sigmaplot, Tutorial, Scientific Graphs, Sigmaplot, Hydraulic Conductivity, Water Content Plot, Flexibility and Power
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Making Graphs in SigmaPlot
1. Tutorial
This simple example helps to guide you through the basic steps you would need to take in order to make a proper graph in SigmaPlot. The task is to make a line-and-symbol plot using the following paired data
5 12 7 17 8 19 9 21
Follow these steps:
! First, rename the title of Y-axis to Temperature and note the many options you can choose in terms of text font, size, color, relative position, and orientation ! Change the scale with a start value of 0 and end value of 40 ! Change the Ticks from Automatic to Manual with a Major Tick of 5 starting from 0 ! Change the Tick Label Precision from Automatic to Manual with 2 decimal places
! Change the Symbols Type to square and Symbols Size to 0.06 in ! Change the Lines Thickness to 0.020 in, Shape to spline, and Color to green
! Give a title “Fig. 1. Observed Temperature” ! Un-check “Framed in box” under Legend Box
Congratulations! You are now towards becoming an expert in making scientific graphs.
2. Exercises
(1) Use the data given below and refer to the handout to make the well-known water release characteristic curve and the hydraulic conductivity vs. water content plot.
2 , cm^3 cm!^3 R, cm K , cm s!^1
0.049 14900000.0 2.08E! 17 0.097 398000.0 2.25E! 13 0.146 45600.0 5.84E! 11 0.194 10100.0 2.79E! 9 0.243 3060.0 5.96E! 8 0.291 1180.0 6.92E! 7 0.340 516.0 5.75E! 6 0.388 256.0 3.46E! 5 0.437 137.0 1.74E! 4 0.485 78.6 7.20E! 4
Tips: ! Carefully size the graph so that you will have space for the next exercise ! Use the prefix option under Axis/Label to add the “!” sign for tension R ! Use Add Plot to add the Ksat vs. 2 plot, and Use Add Axis to add the right-hand-side axis ! Note that both Y-axes have a log scale; also, you can use the Text tool to add text
(2) Use the data given below to make a graph that has a break on the Y-axis. This type of graphs helps to better illustrate details that would have otherwise not shown well with a full axis. Also, this graph should be positioned right below the one you have just made in (1) and have exactly the same size.
Hour Flow rate, m^3 s!^1
0 34. 2 36. 4 39. 6 38. 8 35. 10 34. 12 33. 14 4. 16 4. 18 4. 20 4. 22 4. 24 34. 26 35.
Tips: ! Use the options under Axes/Breaks for optimum presentation of the data. ! Leave sufficient space below this graph so that you would be able to place a figure caption—for this graph itself or for both graphs. ! In making scientific graphs in the future, try not to misuse or overuse colors. Do not use large-sized symbols to show better fitting or to disguise poor experimental results. Remember that journals usually reduce a figure in a manuscript to half of its size and so the smallest font sizes used in the figures in your draft manuscript should be around 12. ! You can make good figures by using an excellent software such as SigmaPlot relatively easily; however, to make a truly high-quality figure will still need much thought and effort!