Partnerships

Data collected with -or by- IRD partners, especially in southern countries and southern territories

Ivory Coast (Côte d'Ivoire)

Morocco (Maroc)

Tunisia (Tunisie)

Senegal

Benin

Vietnam

Indonesia (Indonésie)

New Caledonia (Nouvelle-Calédonie)

Reunion Island (La Réunion)

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1 to 10 of 1,089 Results

HydroThiem01_CAPT_discharge_add_to2023.tab Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023 Tabular Data - 3.7 MB - 3 Variables, 141829 Observations - UNF:6:AaFtQK8iVKG8gQUeAXyOGg== DataTime Series Discharge at the CAPT watershed- March, 2021 to September 2023
HydroThiem10_REGEN_Rainfall_add_to2023.txt Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023 Plain Text - 4.1 MB - MD5: 7c316fead68fa0ceae4aaaae0f4996dd DataTime Series Rainfall at REGEN plot from April 2021 to September 2023
HydroThiem_data_summary_add_to2023.txt Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023 Plain Text - 3.5 KB - MD5: c581d5caacca146af54c201923963e7b Documentation Dataset citation, description and file list
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

HydroThiem01_CAPT_discharge_add_to2023.tab

Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023

Tabular Data - 3.7 MB - 3 Variables, 141829 Observations -

DataTime Series

Discharge at the CAPT watershed- March, 2021 to September 2023

HydroThiem10_REGEN_Rainfall_add_to2023.txt

Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023

Plain Text - 4.1 MB -

DataTime Series

Rainfall at REGEN plot from April 2021 to September 2023

HydroThiem_data_summary_add_to2023.txt

Aug 19, 2026 - HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2023

Plain Text - 3.5 KB -

Documentation

Dataset citation, description and file list

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