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# Dataset creation code
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In order to obtain/create the dataset used execute the following code. The original data is extracted and comes from
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> [CropHarvest](https://github.com/nasaharvest/cropharvest)
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In order to obtain/create the dataset used execute the following code. The original data comes from
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> [CropHarvest](https://github.com/nasaharvest/cropharvest). In concrete, the 0.5 version: https://github.com/nasaharvest/cropharvest/releases/tag/v0.5.0
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```
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python data_creation.py -d DIRECTORY_OF_CROPHARVEST_DATA -c COUNTRIES_TO_EXECUTE -o OUTPUT_DIR
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```
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* options for COUNTRIES_TO_EXECUTE: [togo, brazil, kenya, global, all]
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* this code will generate training and testing data for the selected countries, in two formats (xarray NC file and pickle PKL)
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* This code will generate training and testing data for the selected countries, in two formats (xarray NC file and pickle PKL)
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Same for creation of the dataset with more granularity (multiple crops)
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Same for the creation of the dataset with more granularity (multiple crops)
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```
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python data_creation_multi.py -d DIRECTORY_OF_CROPHARVEST_DATA -c COUNTRIES_TO_EXECUTE -o OUTPUT_DIR
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```
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```

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