@ARTICLE{11030658, author={Liu, Zili and Chen, Hao and Bai, Lei and Li, Wenyuan and Zou, Zhengxia and Shi, Zhenwei}, journal={IEEE Transactions on Geoscience and Remote Sensing}, title={Topographic Informed Kolmogorov-Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields From In Situ Observations}, year={2025}, volume={63}, number={}, pages={1-14}, keywords={Systematics;Accuracy;Weather forecasting;Atmospheric modeling;Spatial resolution;Data models;Superresolution;Predictive models;Numerical models;Computational modeling;Bias correction;Kolmogorov-Arnold network (KAN);meteorological field downscaling;remote sensing;super-resolution (SR)}, doi={10.1109/TGRS.2025.3578701}}