# An Empirical Study on Data Augmentation for Pixelwise Satellite Image Time-Series Classification and Cross-Year Adaptation

> Research article (IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4406172039](https://www.wikidata.org/wiki/openalex:W4406172039)  
**Source**: https://4ort.xyz/entity/an-empirical-study-on-data-augmentation-for-pixelwise-satellite-image-time-series-classification-and-cross-year-adaptati