Comparison of created DEM from TIN and SPLINE

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03-03-2016 05:45 AM
StanislavaV
Occasional Contributor

Hello everybody.

I have two layers of DEM - one is created with SPLINE and second is created with TIN.

How do I compare their succes, accuracy...? Can I use some kind of analysis? Can anybody help, please?

Thank you so much

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ArthurCrawford
Esri Contributor

Hello SV,

The Tin should be more accurate than the Spline.   You can compare them by adding both rasters to ArcMap, using the Image Analysis Window under Windows at the top of ArcMap and then click on the Difference Button to get the difference between the two.   You could then export the difference image and run statistics on it to get more detailed information on the differences between the images.   Just wondering, what's the source of your data in the DEM?

Thanks,

Arthur Crawford

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ArthurCrawford
Esri Contributor

Hello SV,

From the Help: "Spline interpolates a raster surface from points using a two-dimensional minimum curvature spline technique. The resulting smooth surface passes exactly through the input points."    

Looking at the graphic below suggest that the Spline in orange might create artificially high and low points in the DEM.    A tin usually creates more of a triangle effect with a DEM that is shown in Red below.

I would suggest trying to use the Topo to Raster which interpolates a hydrologically correct raster surface from point, line, and polygon data.  ArcGIS Help 10.1

Thanks,

Arthur Crawford

StanislavaV
Occasional Contributor

thank you, mr. Crawford

guess i was badly expressed, i am not good in english, but i meant - can i find out some differences between my two layers (1 from tin, 1 from spline)? i mean differences in term of heights, accuracy and so on...

thank you

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ArthurCrawford
Esri Contributor

Hello SV,

The Tin should be more accurate than the Spline.   You can compare them by adding both rasters to ArcMap, using the Image Analysis Window under Windows at the top of ArcMap and then click on the Difference Button to get the difference between the two.   You could then export the difference image and run statistics on it to get more detailed information on the differences between the images.   Just wondering, what's the source of your data in the DEM?

Thanks,

Arthur Crawford

StanislavaV
Occasional Contributor

Lidar data

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StanislavaV
Occasional Contributor

And thank you so so much!

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DanPatterson_Retired
MVP Emeritus

when you have different data structures, you have to convert to a standard form in order to perform differences.  The process of performing the conversion (for example, from TIN to raster) brings with it a series of concerns as well.  I could see comparing rasters to raster etc, but I would advise against comparing between structures.  A comparison between interpolation methods is a common student project, however, I always caution against saying one is better than the other.  One may be more 'appropriate' given certain data conditions, for example, but the term 'better' is too subjective to be valid.

StanislavaV
Occasional Contributor

I completely agree with you about using "appropriate" rather than "better"...always depends on what we have to do

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