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Unknown - 11.5 KB - MD5: 6776296a620afa02dbf44276ac52c396
Unknown - 5.5 KB - MD5: 9d8ebc8e68f4630c7aeb7a415f5377e6
Python Source Code - 10.1 KB - MD5: 38b1577819a4541c067129a2880140e7
Python Source Code - 2.8 KB - MD5: c94ce2c9d8b8d36108bb1f1f41e19704
PNG Image - 95.7 KB - MD5: 7c43397a420dc9dd4eb5d871723198ec
gratools(IRD - Institut de Recherche pour le Développement)
Mar 6, 2026PANEEC Team
This dataverse contains codes and data related to the GraTools software
Plain Text - 2.2 KB - MD5: 1e54bbda364c0e6e80a4390b7affbd55
Documentation
contains the citation, description and conditions of use, or even access, depending on the case, to the dataset
Python Source Code - 19.8 KB - MD5: 5efae69ee4bc4dea8bf4211e975225c1
Code
- Generate manuscript Figure 1 (global monitoring coverage map) - OUTPUT: grqa_coverage_and_bias.png, grqa_asia_subregions_stacked.png
Python Source Code - 15.4 KB - MD5: 7b6691de2a2138e42ab91ba31d80a9d9
Code
- INPUT: SDNR_*_standardized.csv (included in ../data/) - Applies quality control rules (outlier detection, range checks) - Enforces stoichiometric constraints (TN ≥ DIN, TP ≥ PO4) - Assigns 5-tier QC flags (1=Good → 5=Rejected) - Generates flag_overall column -...
Python Source Code - 4.2 KB - MD5: 45f1c783248e9cb6f1534dc4381240bc
Code
- Exports flag==1 subset (optional) - Useful for users wanting only Good data
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