Add task category and EarthEmbeddingExplorer paper reference

README.md

@@ -1,5 +1,9 @@
 ---
 license: cc-by-sa-4.0
+size_categories:
+- 1M<n<10M
+task_categories:
+- other
 tags:
 - earth-observation
 - remote-sensing
@@ -7,8 +11,6 @@ tags:
 - multi-spectral
 - satellite
 - geospatial
-size_categories:
-- 1M<n<10M
 dataset_info:
 - config_name: default
   features:
@@ -57,6 +59,11 @@ configs:
 
 Contains a global coverage of Sentinel-2 (Level 2A) patches, each of size 1,068 x 1,068 pixels.
 
+This dataset is part of the **Major TOM** project and is featured in the paper [EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images](https://huggingface.co/papers/2603.29441).
+
+- **Project Page:** [EarthEmbeddingExplorer](https://modelscope.ai/studios/Major-TOM/EarthEmbeddingExplorer)
+- **Repository:** [https://github.com/ESA-PhiLab/Major-TOM](https://github.com/ESA-PhiLab/Major-TOM)
+
 | Source | Sensing Type | Number of Patches | Patch Size | Total Pixels |
 |--------|--------------|-------------------|------------|--------------|
 |Sentinel-2 Level-2A |Optical Multispectral|2,245,886|1,068 x 1,068 (10 m) | > 2.564 Trillion |
@@ -123,4 +130,13 @@ image = Image.open(stream)
 }
 ```
 
+```latex
+@article{EarthEmbeddingExplorer,
+  title={EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images},
+  author={Alistair Francis and Mikolaj Czerkawski and others},
+  year={2026},
+  url={https://huggingface.co/papers/2603.29441}
+}
+```
+
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