Construction panels and other materials, methods for their manufacture, and systems and methods for monitoring environmental conditions with such panels are provided herein. The panels include at least one environmental sensor assembly associated with a panel core and configured to detect an environmental condition of the panel comprising moisture, pressure, or both, and wirelessly communicate data on the environmental condition to a reader.