Update README.md

README.md

@@ -57,6 +57,7 @@ dataset_info:
   download_size: 16974411052
   dataset_size: 31722677003
 license: other
+license_details: LandSat/DMSP/VIIRS data is U.S. Public Domain
 task_categories:
 - image-classification
 tags:
@@ -67,14 +68,24 @@ size_categories:
 - 10K<n<100K
 ---
 
-# PovertyMap-wilds: Poverty mapping across different countries
+# PovertyMap-Wilds: Poverty mapping across different countries
 
 ![](https://cdn-uploads.huggingface.co/production/uploads/6364f1784f773b7e4cede70c/liSf9zd0uvbH-Sf9a-wrm.png)
 
-**Homepage**: https://github.com/sustainlab-group/africa_poverty \
-**Publication Date**: 2020-05-22 \
-**License**: LandSat/DMSP/VIIRS data is U.S. Public Domain. \
-**Citation**:
+## Dataset Description
+
+- **Homepage**: [github.com:sustainlab-group/africa_poverty](https://github.com/sustainlab-group/africa_poverty)
+- **DOI**: https://doi.org/10.1038/s41467-020-16185-w
+- **Publication Date** 2020-05-22
+
+## Description
+
+This is a processed version of LandSat 5/7/8 satellite imagery originally from Google Earth Engine under the names `LANDSAT/LC08/C01/T1_SR`,`LANDSAT/LE07/C01/T1_SR`,`LANDSAT/LT05/C01/T1_SR`,
+nighttime light imagery from the DMSP and VIIRS satellites (Google Earth Engine names `NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4` and `NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG`)
+and processed DHS survey metadata obtained from https://github.com/sustainlab-group/africa_poverty and originally from `https://dhsprogram.com/data/available-datasets.cfm`.
+
+## Citation
+
 ```bibtex
 @article{yeh2020using,
   author = {Yeh, Christopher and Perez, Anthony and Driscoll, Anne and Azzari, George and Tang, Zhongyi and Lobell, David and Ermon, Stefano and Burke, Marshall},
@@ -90,9 +101,3 @@ size_categories:
   year = {2020}
 }
 ```
-
-## Description
-
-This is a processed version of LandSat 5/7/8 satellite imagery originally from Google Earth Engine under the names `LANDSAT/LC08/C01/T1_SR`,`LANDSAT/LE07/C01/T1_SR`,`LANDSAT/LT05/C01/T1_SR`,
-nighttime light imagery from the DMSP and VIIRS satellites (Google Earth Engine names `NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4` and `NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG`)
-and processed DHS survey metadata obtained from https://github.com/sustainlab-group/africa_poverty and originally from `https://dhsprogram.com/data/available-datasets.cfm`.