Update README.md

README.md

@@ -1,5 +1,9 @@
 ---
 license: mit
+task_categories:
+- tabular-regression
+size_categories:
+- 1K<n<10K
 ---
 
 # Dataset Card for MIL-QUALAIR
@@ -49,38 +53,49 @@ Major dataset use case is for the development of air pollution forecasting model
 
 <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
 
-[More Information Needed]
+**Sentinel 5P**
+- sentinel5.csv : Daily readings of Sentinel5P satellite bands, sampled around each station
 
-## Dataset Creation
+**DEM**
+- dem.tiff : 10m-resolution map of Milan metropolitan area with Digital Elevation model measurement
 
-### Curation Rationale
+**Weather**
+- weather.csv : Daily measurements of weather variables
 
-<!-- Motivation for the creation of this dataset. -->
+**Land Cover**
+- land_cover/land_cover.tiff : 10m-resolution map of Milan metropolitan area land cover classification
+- land_cover/land_cover_taxonomy.json : Association between numeric class in tiff file and correspondent label
+- land_cover/land_cover_mapping.json : Mapping of land cover classes as proposed in the original work
 
-[More Information Needed]
+**Ground truth**
+- stations.csv : Daily readings of station measurements for the five supported pollutants
 
-### Source Data
-
-<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
+## Dataset Creation
 
-#### Data Collection and Processing
 
-<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
+### Source Data
 
-[More Information Needed]
+<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
+**Sentinel 5P**
+- ESA Copernicus Sentinel 5p mission
 
-#### Who are the source data producers?
+**DEM**
+- Copernicus
 
-<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
+**Weather**
+- [Visual crossing Weather](https://www.visualcrossing.com/) 
 
-[More Information Needed]
+**Land Cover**
+- Copernicus Land Monitoring Service - Urban Atlas
 
+**Ground truth**
+- Milan open data portal
 
-### Recommendations
+#### Data Collection and Processing
 
-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
 
-Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
+[More Information Needed]
 
 ## Citation [optional]
 
@@ -90,24 +105,9 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 [More Information Needed]
 
-**APA:**
-
-[More Information Needed]
-
-## Glossary [optional]
-
-<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
-
-[More Information Needed]
-
-## More Information [optional]
-
-[More Information Needed]
-
 ## Dataset Card Authors [optional]
 
-[More Information Needed]
+Giacomo Blanco, Luca Barco, Lorenzo Innocenti and Claudio rossi
 
 ## Dataset Card Contact
-
-[More Information Needed]
+giacomo.blanco@linksfoundation.com, luca.barco@linksfoundation.com, lorenzo.innocenti@linksfoundation.com, claudio.rossi@linksfoundation.com