I have XRD graphs with the corresponding attributes of 2 Theta values, d-spacing values and Peak Height values. How to interpret the mineral for particular peak heights ?
First of all, you have to identify the mineral phases in your samples. Soil samples are probably composed of clay minerals (e.g., illite, smectite, chlorite and kaolinite), quartz, and/or feldspar and calcite. The specific 2 theta value (or d-spacing) of these minerals mentioned above could be obtained from ICDD or Rietveld or something similar. After determining the mineral species, you might consider that the peak heights of the particular mineral are resulted from crystallinity, relative weight percentage, or something else.
Peak heights vary based on % comp and which peaks you are looking at...a ( 5 2 2) peak isn't going to be as big as a (111) peak. So compare the biggest 3 peaks to a RIR. Use an internal standard if you are looking to quantify for mineral id.
if you want to identify the minerals in your samples, you can start from here: http://www.webmineral.com/MySQL/xray.php, or if you are not familiar with XRD and phase identification, you may check the individual cards from http://rruff.geo.arizona.edu/AMS/amcsd.php for minerals commonly listed in research papers (compare the d-values of the cards to your results than check intensities). Otherwise, if you don't need precise identification and quantification, note that peak at:
~14A may be montmorillonite, chlorite or vermiculite (001)
~12A may be beidellite or randomly interstratified illite/smectite (001)
~11A randomly interstratified illite/smectite
~10A illite or micas (001) or (002)
~ 7.2A kaolinite type minerals (001) or chlorite (002)
~ 5A illite or micas (002) or (004)
~ 4.7A chlorite (003)
~ 4.5A (110) or other peak for clay minerals; if you have this peak but you do not observe other (001) or (002) peaks, check for clay mineral crystallite size by oriented specimen clay mineral diagnosis
~ 4.425A quartz, if it has a high angle shoulder check for microcline
~ 3.343A quartz, may be overlapping with muscovite (003) or (006)
the XRD pattern is not suitable for phase ID. You have to grind (powder) your material until you don't feel the grains by touching between your fingers and use counting (measurment) time much longer, like 3 or 4 seconds. And start the pattern from 2 degrees 2theta!
It shows lot of minerals for a particular d spacing value, how to be specific that a particular mineral to be present. And d spacing is different for I/Io ratio, but some websites pose it to be similar... Its confusing...