You can detect trends using the Mann-Kendall test.
There are more sophisticated approaches:
You can produce 99% prediction intervals with a suitable forecasting method and if your new observations appear outside the intervals, create alarm signals that something goes not as usual.
We compared Rumen liquor & faeces for in vitro gas production from animal feeds. lot of statistical information, good read to start with...see attached...