Trait diversity refers to the variety of functional characteristics within a species or ecosystem, which can influence ecological processes and resilience to environmental changes. It is crucial for maintaining ecosystem services and adaptability, as it ensures that different functions are performed by various organisms, reducing vulnerability to disturbances.