Add task category and link to EarthEmbeddingExplorer paper

README.md

@@ -1,63 +1,67 @@
 ---
 license: cc-by-sa-4.0
-tags:
-  - earth-observation
-  - remote-sensing
-  - sentinel-2
-  - multi-spectral
-  - satellite
-  - geospatial
 size_categories:
-  - 1M<n<10M
+- 1M<n<10M
+task_categories:
+- other
+tags:
+- earth-observation
+- remote-sensing
+- sentinel-2
+- multi-spectral
+- satellite
+- geospatial
 dataset_info:
-  - config_name: default
-    features:
-      - name: product_id
-        dtype: string
-      - name: grid_cell
-        dtype: string
-      - name: product_datetime
-        dtype: string
-      - name: thumbnail
-        dtype: image
-      - name: B01
-        dtype: binary
-      - name: B02
-        dtype: binary
-      - name: B03
-        dtype: binary
-      - name: B04
-        dtype: binary
-      - name: B05
-        dtype: binary
-      - name: B06
-        dtype: binary
-      - name: B07
-        dtype: binary
-      - name: B08
-        dtype: binary
-      - name: B8A
-        dtype: binary
-      - name: B09
-        dtype: binary
-      - name: B10
-        dtype: binary
-      - name: B11
-        dtype: binary
-      - name: B12
-        dtype: binary
-      - name: cloud_mask
-        dtype: binary
+- config_name: default
+  features:
+  - name: product_id
+    dtype: string
+  - name: grid_cell
+    dtype: string
+  - name: product_datetime
+    dtype: string
+  - name: thumbnail
+    dtype: image
+  - name: B01
+    dtype: binary
+  - name: B02
+    dtype: binary
+  - name: B03
+    dtype: binary
+  - name: B04
+    dtype: binary
+  - name: B05
+    dtype: binary
+  - name: B06
+    dtype: binary
+  - name: B07
+    dtype: binary
+  - name: B08
+    dtype: binary
+  - name: B8A
+    dtype: binary
+  - name: B09
+    dtype: binary
+  - name: B10
+    dtype: binary
+  - name: B11
+    dtype: binary
+  - name: B12
+    dtype: binary
+  - name: cloud_mask
+    dtype: binary
 configs:
-  - config_name: default
-    data_files: images/*.parquet
-  - config_name: metadata
-    data_files: metadata.parquet
+- config_name: default
+  data_files: images/*.parquet
+- config_name: metadata
+  data_files: metadata.parquet
 ---
 
 # Core-S2L1C
 
-Contains a global coverage of Sentinel-2 (Level 1C) patches, each of size 1,068 x 1,068 pixels.
+[Project Page](https://modelscope.ai/studios/Major-TOM/EarthEmbeddingExplorer) | [Github](https://github.com/ESA-PhiLab/Major-TOM) | [Paper (Major TOM)](https://huggingface.co/papers/2402.12095) | [Paper (EarthEmbeddingExplorer)](https://huggingface.co/papers/2603.29441)
+
+Contains a global coverage of Sentinel-2 (Level 1C) patches, each of size 1,068 x 1,068 pixels. This dataset is part of the **Major TOM** ecosystem and is featured in the web application **EarthEmbeddingExplorer** for cross-modal retrieval of satellite images.
 
 | Source | Sensing Type | Number of Patches | Patch Size | Total Pixels |
 |--------|--------------|-------------------|------------|--------------|
@@ -114,6 +118,8 @@ image = Image.open(stream)
 
 ## Cite
 [![arxiv](https://img.shields.io/badge/Open_Access-arxiv:2402.12095-b31b1b)](https://arxiv.org/abs/2402.12095/)
+
+If you use this dataset, please cite the original Major TOM paper:
 ```latex
 @inproceedings{Major_TOM,
   title={Major TOM: Expandable Datasets for Earth Observation}, 
@@ -126,4 +132,14 @@ image = Image.open(stream)
 }
 ```
 
+If you use the EarthEmbeddingExplorer application or workflows, please cite:
+```latex
+@article{earthembeddingexplorer2026,
+  title={EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images},
+  author={Francis, Alistair and others},
+  year={2026},
+  journal={arXiv preprint arXiv:2603.29441}
+}
+```
+
 Powered by [Φ-lab, European Space Agency (ESA) 🛰️](https://huggingface.co/ESA-philab)