How do you study environmental policy when governments stop publishing data?

I work on environmental regulation, and several agencies I rely on have quietly cut back their public datasets over the past few years.

I'm now looking at alternative sources, but each one comes with its own gaps and biases.

How do others in this field adapt their research designs when official environmental data becomes unavailable?