Update README.md

README.md

@@ -25,12 +25,12 @@ task_categories:
 # CropClimateX: A large-scale, multitask, multisensory dataset for climate-aware crop monitoring in the United States from 2018–2022
 Adrian Höhl, Stella Ofori-Ampofo, Miguel-Ángel Fernández-Torres, Rıdvan Salih Kuzu, and Xiao Xiang Zhu
 - **Repository:** [github.com/drnhhl/CropClimateX](https://github.com/drnhhl/CropClimateX)
-- **Paper:** TBA
+- **Paper:** [https://doi.org/10.1038/s41597-026-06611-x](https://doi.org/10.1038/s41597-026-06611-x)
 - **License:** CC-BY-4.0
 - **Contact**: adrian.hoehl@tum.de
 
 ![Data Visualization](images/data_vis.png)
-The database includes 15,500 small data cubes (i.e., minicubes), each with a spatial coverage of 12x12km, spanning 1527 counties in the US. The minicubes comprise data from multiple sensors (Sentinel-2, Landsat-8, MODIS), weather and extreme events (Daymet, heat/cold waves, and U.S. drought monitor maps), as well as soil and terrain features, making it suitable for various agricultural monitoring tasks. It integrates crop- and climate-related tasks within a single, cohesive dataset.
+The database includes 15,500 small data cubes (i.e., minicubes), each with a spatial coverage of 12x12km, spanning 1527 counties in the US. The minicubes comprise data from multiple sensors (Sentinel-1/2, Landsat-8, MODIS), weather and extreme events (Daymet, heat/cold waves, and U.S. drought monitor maps), as well as soil and terrain features, making it suitable for various agricultural monitoring tasks. It integrates crop- and climate-related tasks within a single, cohesive dataset.
 In detail, the following data sources are provided:
 ![Data Table](images/data_table.png)
 
@@ -45,4 +45,15 @@ The minicube locations were optimized using a genetic and a sliding grid algorit
 The following data providers were used to gather the data: Planetary Computer, Google Earth Engine, SentinelHub, and Copernicus Data Space Ecosystem. The APIs were accessed with [terragon](https://github.com/drnhhl/terragon). 
 
 ## Citation
-If you use this dataset, please consider citing: TBA
+If you use this dataset, please consider citing:
+```
+@article{hohlLargescaleMultitask2026,
+  title = {A Large-Scale, Multitask, Multisensory Dataset for Climate-Aware Crop Monitoring in the {{US}} from 2018--2022},
+  author = {H{\"o}hl, Adrian and {Ofori-Ampofo}, Stella and {Fern{\'a}ndez-Torres}, Miguel-{\'A}ngel and Kuzu, R{\i}dvan Salih and Zhu, Xiao Xiang},
+  year = 2026,
+  month = jan,
+  journal = {Scientific Data},
+  issn = {2052-4463},
+  doi = {10.1038/s41597-026-06611-x}
+}
+```