Skip to main content

Description

This code converts total column water vapor (‘TotalColWaterVapor’) in the AMSR2 NRT Rain product in HDF-EOS5 format to GeoTIFF.

Supporting Software Information

TYPEACCESS
Python ScriptOpen Source

How to use

This code converts total column water vapor (‘TotalColWaterVapor’) in the AMSR2 NRT Rain product in HDF-EOS5 format to GeoTIFF.

Step 1

Navigate to the folder on your computer where you have saved the AMSR2 NRT Rain HDF-EOS5 data file. From the address bar, copy the file path (i.e., ‘C:\Users\lwang\Documents\AMSR\data\’). Paste the file path within the quotation marks for the variable ‘h5file’ highlighted in blue below (Line 48). For Python, the backslashes need to be changed to forward slashes. At the end of the file path, add the filename of the AMSR2 NRT Rain file after the last forward slash as shown.

Screenshot of code block with file path highlighted

Step 2

Documentation is provided in the Python code to outline what each section of code does. For this data recipe we are extracting the “TotalColWaterVapor” parameter from the HDF-EOS5 file to create the GeoTIFF file.

Screenshot of code block showing the name of variable to be converted.

Step 3

Users can set ‘useGIBScolors’ to True/False to elect the use of GIBS color scheme or not. In the case of using GIBS color scheme, unzip the colormaps.zip in the code folder (i.e., unzipped from Geotiff_recipes.zip) to get a folder labeled ‘colormaps’. It contains a set of GIBS colormap files to use. Save this folder on your computer. From the address bar, copy the file path (i.e., ‘C:\Users\lwang\Documents\AMSR\colormaps\’). Paste the file path within the quotation marks for the variable ‘gibsMapDir’ highlighted in blue below (Line 64). Again, the backslashes need to be changed to forward slashes.

Screenshot of code block with file path highlighted.

Step 4

Read ‘TotalColWaterVapor’, latitude, and longitude values from the input file.

Screenshot of large section of code block

Step 5

Call the remapping function ‘remapSwath()’ from ConvSwath.py to remap SWATH data to epsg4326 projection.

Screenshot of code block showing remapping

Step 6

Create and save a GEOTIFF file to a folder on your computer. Line 100 defines the GeoTIFF filename. Create or locate a folder on your computer where you would like this GeoTIFF file to be saved. As done in STEP 1, copy the file path and paste it within the code in the area highlighted in blue below. Make sure a forward slash is included at the end of the file path.

Screenshot of code block with file path highlighted.

Step 7

Simply run the code and check your output folder, a GeoTIFF file should now be located within the folder.

Screenshot showing file location in folder.

Example of Geotiff files created by geotiff_rain.py:

Example of Geotiff files created by geotiff_rain.py

Dataset Information

Dataset NameNRT AMSR2 Unified Global Swath Surface Precipitation GSFC Profiling Algorithm
PlatformGlobal Change Observation Mission - Water 1 (GCOM-W1) 
InstrumentAdvanced Microwave Radiometer 2 (AMSR2)
Science ParameterTotal Column Water Vapor
FormatHDF-EOS5
Data InformationCMR Search

 

Key Parameters

VariableDescriptionDimensionUnitsScale Factor
TotalColWaterVaporIntegrated water vapor in the atmospheric column2Dmmnone

Details

Last Updated

Published on

Data Centers

Global Hydrometeorology Resource Center DAAC (GHRC DAAC)