Update README.md

README.md

@@ -1,3 +1,64 @@
 ---
 license: eupl-1.1
+task_categories:
+- time-series-forecasting
+tags:
+- climate
+size_categories:
+- 100M<n<1B
 ---
+
+# Dataset Summary
+Contains hourly 2 meters air temperature data within grid areas of Thailand country. <br/>
+Data is retrived from [Corpernicus Climate Data Store](https://cds.climate.copernicus.eu/cdsapp#!/home) on [ERA5-Land hourly data from 1950 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.e2161bac?tab=overview)
+ <br/>
+Thailand areas in this context is **Latitude** = **[5.77434, 20.43353]** and **Longitude** = **[97.96852, 105.22908]** <br/>
+For more details of data, you can refer to [ERA5-Land hourly data from 1950 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-land?tab=overview))
+
+# Source Data
+- Organization of the producer : ECMWF
+
+# Data Creation
+Below is how to make data query using python via [CDS API](https://cds.climate.copernicus.eu/api-how-to). <br/>
+
+``` python
+import cdsapi
+c = cdsapi.Client()
+
+month_list = [str(num).zfill(2) for num in range(1, 13)]
+day_list = [str(num).zfill(2) for num in range(1, 32)]
+time_list = [str(num).zfill(2) + ":00" for num in range(0, 24)]
+year_list = [str(num) for num in range(2000, 2022)]
+
+for year in year_list:
+    for month in month_list:
+        c.retrieve('reanalysis-era5-land',
+        {
+            'variable': [
+                '2m_temperature']
+        ,
+        'year': year,
+        'month' : month,
+        'day': day_list,
+        'time': time_list,
+        'format': 'grib',
+        'area': [
+                    20.43, 97.96, 5.77,
+                    105.22,
+                ],
+                },
+        f'{year}_{month}_hourly_2m_temp_TH.grib')
+```
+
+## Licensing
+[Climate Data Store Product Licensing](https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf)
+
+## Citation
+- This data was generated using **Copernicus Climate Change Service** information and contains modified **Copernicus Climate Change Service** information <br/>
+on 2020/Jan/01 - 2023/May/13 data period
+
+- Muñoz Sabater, J. (2019): ERA5-Land hourly data from 1950 to present. <br/>
+Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: [10.24381/cds.e2161bac](https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.e2161bac?tab=overview) (Accessed on 13-May-2023)
+
+- Copernicus Climate Change Service (C3S) (2022): ERA5-Land hourly data from 1950 to present. <br/>
+Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: [10.24381/cds.e2161bac](https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.e2161bac?tab=overview) (Accessed on 13-May-2023)