Update README.md

README.md

@@ -35,4 +35,18 @@ image = pipe(prompt,
              guidance_scale=4.0).images[0]
 
 image.save("circular.png")
-```
+```
+
+## Citation
+If you find this paper useful in your research, please consider citing:
+```
+@ARTICLE{10988859,
+  author={Liu, Chenyang and Chen, Keyan and Zhao, Rui and Zou, Zhengxia and Shi, Zhenwei},
+  journal={IEEE Geoscience and Remote Sensing Magazine}, 
+  title={Text2Earth: Unlocking text-driven remote sensing image generation with a global-scale dataset and a foundation model}, 
+  year={2025},
+  volume={},
+  number={},
+  pages={2-23},
+  doi={10.1109/MGRS.2025.3560455}}
+```