You need to be confident your design will provide a good test of your hypothesis;
You need to ensure that your samples are representative of the environment of concern;
You need to know how well your measurement(s) represent the samples you collect;
You need to understand the precision and any bias in your results;
You need to be sure that methods have been applied rigorously as specified;
You need to use appropriate statistical methods.