Logarithmic scale for the Laser Intensity.

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SUMMARY

The discussion centers on converting growth rate and laser intensity values to a logarithmic scale for improved data visualization. Participants emphasize the importance of plotting these values on graph paper with axes labeled "Log(growth rate)" and "Log(intensity)" to achieve clearer graphical representation. Utilizing spreadsheets is recommended for ease of calculation and plotting, allowing for the exploration of linear and logarithmic relationships. This method is common among experimenters to enhance data readability and interpretation.

PREREQUISITES
  • Understanding of logarithmic scales in data representation
  • Familiarity with graphing techniques and axis labeling
  • Basic knowledge of spreadsheets for data manipulation
  • Experience with experimental data analysis
NEXT STEPS
  • Learn how to use spreadsheet software for data plotting and analysis
  • Research the mathematical properties of logarithmic functions
  • Explore graphing techniques for visualizing experimental data
  • Study the relationship between variables in scientific experiments
USEFUL FOR

Researchers, experimental physicists, and data analysts who need to visualize and interpret experimental data effectively using logarithmic scales.

Amany Gouda
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I drawed a relation between the growth rate of the material to the laser intensity.
After drawing, My professor told me that I must convert both values of the growth rate and the laser intensity to their values in the logarithmic scale.
I don't know how.
May I get a help.
 
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This sort of treatment of data is common amongst experimenters because it presents the data in a more readable graphical form. It looks like gobbledegook when you are not familiar with the process or the reasons for doing it but it is worth getting familiar with it.
Draw up a table of the results with an added column for each variable in which you put the log of the values - simple as that. Plot the values in the two extra (log) columns on ordinary graph paper. Mark the Axis labels "Log(growth rate)" and Log(intensity)" and don't worry about the fact that the actual numbers don't appear to make much sense. It will probably spread the points out nicely, compared with plotting on a linear scale.
Hint: If you can use a spreadsheet then this sort of thing is very convenient as you can easily plot graphs of the combinations of linear and logarithmic scales for each variable. It's very handy to do this sort of thing because it can often show you a straight line for one of the graphs. Get Into Spreadsheets!
 
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sophiecentaur said:
This sort of treatment of data is common amongst experimenters because it presents the data in a more readable graphical form. It looks like gobbledegook when you are not familiar with the process or the reasons for doing it but it is worth getting familiar with it.
Draw up a table of the results with an added column for each variable in which you put the log of the values - simple as that. Plot the values in the two extra (log) columns on ordinary graph paper. Mark the Axis labels "Log(growth rate)" and Log(intensity)" and don't worry about the fact that the actual numbers don't appear to make much sense. It will probably spread the points out nicely, compared with plotting on a linear scale.
Hint: If you can use a spreadsheet then this sort of thing is very convenient as you can easily plot graphs of the combinations of linear and logarithmic scales for each variable. It's very handy to do this sort of thing because it can often show you a straight line for one of the graphs. Get Into Spreadsheets!

print off some log-log and log-linear graph paper...plot your data...straight lines guaranteed
 
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sophiecentaur said:
This sort of treatment of data is common amongst experimenters because it presents the data in a more readable graphical form. It looks like gobbledegook when you are not familiar with the process or the reasons for doing it but it is worth getting familiar with it.
Draw up a table of the results with an added column for each variable in which you put the log of the values - simple as that. Plot the values in the two extra (log) columns on ordinary graph paper. Mark the Axis labels "Log(growth rate)" and Log(intensity)" and don't worry about the fact that the actual numbers don't appear to make much sense. It will probably spread the points out nicely, compared with plotting on a linear scale.
Hint: If you can use a spreadsheet then this sort of thing is very convenient as you can easily plot graphs of the combinations of linear and logarithmic scales for each variable. It's very handy to do this sort of thing because it can often show you a straight line for one of the graphs. Get Into Spreadsheets!
Dear https://www.physicsforums.com/threads/logarithmic-scale-for-the-laser-intensity.883345/members/sophiecentaur.199289/ ,

Thank you for your explanation , it is too easy explanation.
but I was wondering if I should take log to the final results go the growth rate and laser intensity only or I should take the log over all internal calculation to get the growth rate?
Waiting for your answer.
Thank you
 
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Amany Gouda said:
Dear https://www.physicsforums.com/threads/logarithmic-scale-for-the-laser-intensity.883345/members/sophiecentaur.199289/ ,

Thank you for your explanation , it is too easy explanation.
but I was wondering if I should take log to the final results go the growth rate and laser intensity only or I should take the log over all internal calculation to get the growth rate?
Waiting for your answer.
Thank you

If you know the law, connecting variables then you can choose correctly. If not then just try all the combinations. You should seriously consider getting into spreadsheets, over 30 years ago, a colleague urged me to use one ( on a BBC Micro!). They are available everywhere and make it so easy to experiment with data.
Much more use and at least as much fun as a computer game. [emoji4]
 
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