Update README.md

README.md

@@ -12,7 +12,7 @@ size_categories:
 - 100M<n<1B
 ---
 
-Manual crown delineation of individual trees in two countries: Denmark and Finland.
+# Manual crown delineation of individual trees in 2 countries: Denmark and Finland
 
 
 Dataset download link: https://sid.erda.dk/sharelink/eFt21tspNe
@@ -25,9 +25,9 @@ Publication: https://doi.org/10.1093/pnasnexus/pgad076
 ----------------------------------------
 
 
-Dataset description: 
+## Dataset description 
 
----------- Denmark data---------- :
+---------- **Denmark data**---------- :
 
 More than 20k individual trees growing in different landscapes.
 
@@ -37,7 +37,7 @@ Images contain RGB and near-infrared bands and were taken in summer 2018.
 
 Image credits: Danish Agency for Data Supply and Infrastructure (https://sdfi.dk/)
 
----------- Finland data---------:
+---------- **Finland data**---------:
 
 More than 4k individual tree crowns in random sampling regions
 
@@ -47,10 +47,24 @@ Image credits: National Survey of Finland (https://www.maanmittauslaitos.fi/en/m
 
 
 
-Tasks:
+## Tasks
 
-Segmentation of individual tree crowns
+* Segmentation of individual tree crowns
 
-Transfer learning/domain adaptation between datasets with different visual semantics, band compositions, forest species, etc.
+* Transfer learning/domain adaptation between datasets with different visual semantics, band compositions, forest species, etc.
 
 
+## Citation
+
+
+```
+@article{li2023deep,
+  title={Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale},
+  SHORTauthor={Li, Sizhuo and Brandt, Martin and Fensholt, Rasmus and Kariryaa, Ankit and Igel, Christian and Gieseke, Fabian and Nord-Larsen, Thomas and Oehmcke, Stefan and Carlsen, Ask Holm and Junttila, Samuli and others},
+author={Li, Sizhuo and Brandt, Martin and Fensholt, Rasmus and Kariryaa, Ankit and Igel, Christian and Gieseke, Fabian and Nord-Larsen, Thomas and Oehmcke, Stefan and Carlsen, Ask Holm and Junttila, Samuli and Xiaoye Tong and Alexandre d’Aspremont and Philippe Ciais},
+  journal={PNAS nexus},
+  volume={2},
+  number={4},
+  year={2023},
+  publisher={Oxford University Press}
+}