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Introduction to Soil Chemistry

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x-ray diffraction 149<br />

Figure 8.1. Baseline noise from a gas chroma<strong>to</strong>graph.<br />

8.2. NOISE<br />

Every measurement has noise—random changes in the results measured; that<br />

is, if an instrument is left <strong>to</strong> make measurement without any sample, the baseline<br />

will not be a straight line but will be a random recording of instrument<br />

output. Figure 8.1 shows the noise in the baseline of a gas chroma<strong>to</strong>graph at<br />

maximum sensitivity. When an absorption or peak is vastly greater than the<br />

noise, there is little question of its authenticity. When it is not much greater<br />

than the noise, the issue becomes whether it is real or is noise.<br />

There are two ways <strong>to</strong> approach this issue, and both should be investigated<br />

in any questionable measurement. First, it is often assumed that any absorption<br />

or other measurement that is 3 or 4 times larger than the noise is real.<br />

This is a good start; however, there are other more scientific approaches <strong>to</strong><br />

this problem. If repeated measurements on different subsamples or aliquots<br />

produce the same absorption or measurement, then it is probably a real result<br />

and not noise. On the other hand, if on repeated measurement adsorptions in<br />

a spectrum occur in exactly the same location and have exactly the same characteristics<br />

such as shape and area under the peak, then they are probably not<br />

due <strong>to</strong> the sample because some variation in measurement always occurs. This<br />

type of problem is usually a result of instrument malfunction, which must be<br />

investigated.<br />

8.3. X-RAY DIFFRACTION<br />

X-ray diffraction is a very powerful <strong>to</strong>ol used extensively <strong>to</strong> identify the crystalline<br />

clay minerals in soil. It is also used <strong>to</strong> study the characteristics of the<br />

clay minerals in terms of shrink–swell characteristics and occluded components.<br />

It is not, however, applicable <strong>to</strong> amorphous clays found in some tropical<br />

soils and common in Andisols. It is carried out by irradiating, at various<br />

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