I downloaded a satellite image from eumetsat for sst and chl-a in my study area. However, after I loaded the image in arcmap, the values shown are the DN values, how can I convert it to actual sst and chl-a values?
To convert satellite image values in ArcMap to actual SST and Chl-a values, you will need to use the following steps:
Open the satellite image in ArcMap.
Right-click on the image and select "Properties".
Click on the "Source" tab.
In the "Bands" section, locate the band that contains the SST or Chl-a data.
Click on the "DN to Value" button.
In the "DN to Value" dialog box, enter the following information:DN Range: The range of DN values for the band. Minimum Value: The minimum DN value for the band. Maximum Value: The maximum DN value for the band. Conversion Equation: The conversion equation that will be used to convert DN values to actual SST or Chl-a values.
Click on the "OK" button to close the "DN to Value" dialog box.
The satellite image will now be displayed in ArcMap with the actual SST or Chl-a values.
It is important to note that the conversion equation that you use will vary depending on the satellite image and the sensor that was used to collect the data. You can find the conversion equation for your satellite image in the metadata for the image.
Here are some additional tips for converting satellite image values to actual SST and Chl-a values:
Make sure that you are using the correct conversion equation for your satellite image.
Use a high-quality satellite image. The quality of the image will have a direct impact on the accuracy of the conversion.
Use a robust conversion procedure. The conversion procedure should be designed to avoid introducing errors into the data.
Use a validation set. The validation set should be used to evaluate the performance of the conversion procedure on unseen data. This can help you to identify when the conversion procedure is introducing errors and to adjust the procedure accordingly.
Use a test set. The test set should be used to evaluate the final performance of the conversion procedure. This is the data that the conversion procedure will be used on in production, so it is important to make sure that the procedure performs well on this data.