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Publication Year: 2026

121 to 130 of 294 Results

venn_jap_ind_core.png Mar 6, 2026 - Code source for GraTools v1.1.0 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
Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam Mar 5, 2026 - Environmental data of Saigon River and Dong Nai River Le, Thi-Minh-Tam; Nguyen, Truong An; Nguyen, Trung-Tin; Nguyen, Tuyet T.n.; Strady, Emilie; Gratiot, Nicolas; Baduel, Christine; Némery, Julien, 2026, "Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam", https://doi.org/10.23708/KMFNNY, DataSuds, V2, UNF:6:X1d17YeJuDGvEFYAzNpVCQ== [fileUNF] This dataset comprises quality-controlled biogeochemical observations from the Saigon-Dong Nai River estuary collected over a 10-year period (July 2015 - July 2025). The monitoring program addresses a critical data gap in Southeast Asian tropical estuaries by providing sustained,...
ReadMe_10_23708_KMFNNY.txt Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam 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
01_analyze_grqa_global_bias.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam 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
02_qc_flags.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam 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 -...
03_export_good.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam Python Source Code - 4.2 KB - MD5: 45f1c783248e9cb6f1534dc4381240bc Code - Exports flag==1 subset (optional) - Useful for users wanting only Good data
03_tables.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam Python Source Code - 9.9 KB - MD5: ea086b59b899ff44382454ff1b7ce85c Code - INPUT: SDNR__QC.csv - Generates gap audit tables - Creates data completeness summary - OUTPUT: gap_audit_.csv, data_completeness_summary.csv
04_figures_qc.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam Python Source Code - 10.2 KB - MD5: 0e4495fcb31a90e54ba2355fa854369d Code - INPUT: SDNR_*_QC.csv - Generate all manuscript figures
05_figures_timeseries.py Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam Python Source Code - 12.0 KB - MD5: 8d6c9d6fcc4f157728a0ae0bcc6d1a71 Code - INPUT: SDNR_*_QC.csv - Generate all manuscript figures

venn_jap_ind_core.png

Mar 6, 2026 - Code source for GraTools v1.1.0

PNG Image - 95.7 KB -

gratools(IRD - Institut de Recherche pour le Développement)

Mar 6, 2026PANEEC Team

This dataverse contains codes and data related to the GraTools software

Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Mar 5, 2026 - Environmental data of Saigon River and Dong Nai River

Le, Thi-Minh-Tam; Nguyen, Truong An; Nguyen, Trung-Tin; Nguyen, Tuyet T.n.; Strady, Emilie; Gratiot, Nicolas; Baduel, Christine; Némery, Julien, 2026, "Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam", https://doi.org/10.23708/KMFNNY, DataSuds, V2, UNF:6:X1d17YeJuDGvEFYAzNpVCQ== [fileUNF]

This dataset comprises quality-controlled biogeochemical observations from the Saigon-Dong Nai River estuary collected over a 10-year period (July 2015 - July 2025). The monitoring program addresses a critical data gap in Southeast Asian tropical estuaries by providing sustained,...

ReadMe_10_23708_KMFNNY.txt

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Plain Text - 2.2 KB -

Documentation

contains the citation, description and conditions of use, or even access, depending on the case, to the dataset

01_analyze_grqa_global_bias.py

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Python Source Code - 19.8 KB -

Code

- Generate manuscript Figure 1 (global monitoring coverage map) - OUTPUT: grqa_coverage_and_bias.png, grqa_asia_subregions_stacked.png

02_qc_flags.py

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Python Source Code - 15.4 KB -

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 -...

03_export_good.py

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Python Source Code - 4.2 KB -

Code

- Exports flag==1 subset (optional) - Useful for users wanting only Good data

03_tables.py

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam

Python Source Code - 9.9 KB -

Code

- INPUT: SDNR_*_QC.csv - Generates gap audit tables - Creates data completeness summary - OUTPUT: gap_audit_*.csv, data_completeness_summary.csv

04_figures_qc.py

Mar 5, 2026 - Ten years of biogeochemical monitoring in the highly urbanized tropical Saigon-Dong Nai River estuary (2015-2025), Vietnam