Update README.md

README.md

@@ -1,8 +1,6 @@
-![Vinícius Mesquita / DALEE - theropod, jurassic landscape, digital art, hight quality](Logo.jpg)
+![Vinícius Mesquita / DALEE - theropod, jurassic landscape, digital art, hight quality](assets/Logo.jpg)
 
-# 
-
-- ${\color{red}T} im {\color{red}e}\ Se {\color{red}r} ies\ Extracti {\color{red}o} n\ for\ {\color{red}Po} lygonal\ {\color{red}Da} ta$
+#  **Time Series Extraction for Polygonal Data**
 
 ### Name
 - T(h)eroPoDa + - Time Series Extraction for Polygonal Data and Trend Analysis ⬛
@@ -27,26 +25,25 @@
 - Scikit-learn
 - Joblib
 - Psutil
-- [scikit-map](https://pages.github.com/)
+- [Earthengine-api](https://developers.google.com/earth-engine/guides/python_install)
+- [scikit-map](https://github.com/openlandmap/scikit-map)
 
 ### How to use
 
 - In this version of TheroPoDa (1.1.0), you could extract a series of median NDVI from Sentinel 2 for a Feature Collection of polygons simplily by passing arguments to the python code exemplified below:
 
-| argument      | usage                                              | example  |
-|:-------------:|:--------------------------------------------------:|:---------|
-| --asset       | Choosed Earth Engine Vector Asset                  | users/vieiramesquita/LAPIG_FieldSamples/lapig_goias_fieldwork_2022_50m |
-| --id_field    | Vector column used as ID (use unique identifiers!) | ID_POINTS |
-| --output_name | Output filename                                    | LAPIG_Pasture_S2_NDVI_Monitoring_FieldWork |
-
-If you don't know how to upload your vector data in Earth Engine, you can follow the tutotial [clicking this link.](https://developers.google.com/earth-engine/guides/table_upload)
-
-#### Command line example
+| argument      | usage                                               | example  |
+|:-------------:|:--------------------------------------------------: |:---------|
+| --asset         | Choosed Earth Engine Vector Asset                   | users/vieiramesquita/LAPIG_FieldSamples/lapig_goias_fieldwork_2022_50m |
+| --id_field      | Vector column used as ID (use unique identifiers!) | ID_POINTS |
+| --output_name   | Output filename                                     | LAPIG_Pasture_S2_NDVI_Monitoring_FieldWork |
 
 ```bash
 python theropoda.py --asset users/vieiramesquita/LAPIG_FieldSamples/lapig_goias_fieldwork_2022_50m --id_field ID_POINTS --output_name LAPIG_Pasture_S2_NDVI_Monitoring_FieldWork
 ```
 
+If you don't know how to upload your vector data in Earth Engine, you can follow the tutotial [clicking this link.](https://developers.google.com/earth-engine/guides/table_upload)
+
 ### Roadmap
 
 - Implement arguments to choose other zonal reducers (i.e. percentile, variance, etc.)