Sample collection and preparation are critical steps in the environmental analysis process. Samples must be collected in a manner that prevents contamination and preserves the integrity of the analytes. This often involves using clean, sterile containers and adhering to strict protocols. Once collected, samples may undergo various preparation steps such as filtration, extraction, and concentration to isolate the target analytes and remove potential interferences.