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Publication Year: 2026

121 to 130 of 289 Results

venn_jap_ind_core.png Mar 6, 2026 - Code source for GraTools v1.1.0 PNG Image - 95.7 KB - MD5: 7c43397a420dc9dd4eb5d871723198ec
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
06_tables_results.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 - 18.2 KB - MD5: 2734be52bc574253299bb04c5d70b952 Code - INPUT: SDNR_*_QC.csv - Generates statistical summary tables - Seasonal/spatial comparisons, trends

venn_jap_ind_core.png

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

PNG Image - 95.7 KB -

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