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I want to perform Tasseled Cap transformation of Landsat 5,7 and Landsat 8 data manually in ArcGIS. Please let me know where from I can get the coefficient values and Bias values for the following formula TC = Coefficient *DN+Bias Please share the source too.

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The formula that you are indicating doesn't really make sense, since the transformed bands are functions of all the input landsat bands, and not only one. A Tasseled Cap Transformation would usually take the form of:
Greenness = B1_REF * Coef_B1 + B2_REF * Coef_B2 + B3_REF * Coef_B3 + B4_REF * Coef_B4 + B5_REF * Coef_B5 + B7_REF * Coef_B7

The input is top-of-atmosphere reflectance, and not raw digital numbers. As such, you'll have to convert to this first.

For the parameters to use in combination with the TOA reflectance data, you can read the following three articles:
Landsat 5
Landsat 7
Landsat 8

Below are the important tables from the three articles:
First, the Landsat 5 TC coefficients:

Landsat 5 TC coefficients

Second, the Landsat 7 TC coefficients:

Landsat 7 TC coefficients

Thirdly, the Landsat 8 TC coefficients:

Landsat 8 TC coefficients

  • The assumption of top-of-atmosphere reflectance is only relevant for ETM+7 and Landsat 8. The coefficients for Landsat 5 assume DN's. – Jeffrey Evans Feb 17 '16 at 14:38
  • @Jeffrey Could you please explain more on this issue? I see the first table title is based on reflectance data, not DN. Also it looks like this table is used in implementation of tasseled cap both for Landsat4 TM or Landsat5 TM (for exmaple in R library rdrr.io/cran/RStoolbox/src/R/tasseledCap.R) – Shahriar49 4 hours ago
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The table shown for Landsat TM reflectance is for the TM on the Landsat 4 platform. There are coefficients for L5-TM but are only for raw DN.

  • Could you please explain more on this issue? I see the first table title is based on reflectance data, not DN. Also it looks like this table is used in implementation of tasseled cap both for Landsat4 TM or Landsat5 TM (for exmaple in R library rdrr.io/cran/RStoolbox/src/R/tasseledCap.R) – Shahriar49 4 hours ago

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