Disclosed is a method for smart control of a gas pipeline network data collection terminal. The method may include: receiving, based on a preset transmission cycle, gas data and environmental monitoring data; in response to determining that at least one of the gas data or the environmental monitoring data does not meet a first preset condition, generating a first adjustment parameter; sending the first adjustment parameter to one or more first associated gas pipeline network data collection terminals; predicting, based on the gas data and the environmental monitoring data, future environmental change data at a future time point for an environment in which the gas pipeline network data collection terminal is located; in response to determining that the future environmental change data does not meet a second preset condition, generating a second adjustment parameter; and sending the second adjustment parameter to the gas pipeline network data collection terminal.