Environmental Changes in China

A Prediction Method of Land Use Type Evolution Based on Long and Short-Term Memory Networks--Taking Gansu Province as an Example

This paper uses an LSTM model to predict land use changes in Gansu Province from 2021 to 2030 based on data from 1990 to 2020, showing trends in forest, built-up, and unused land areas.