DING Ning

This dataset supports the PhD research project “Assessing the hydrologic benefits of water sensitive urban design in tropical cities: evidence from low-cost sensor monitoring.” The dataset includes laboratory performance assessment data for low-cost water level sensors; field monitoring data collected using an IoT-based low-cost sensor monitoring system deployed at a rain garden in Singapore and a green roof in Bangkok, Thailand; and Personal Computer Storm Water Management Model (PCSWMM) project files used for hydrological modelling. All associated Arduino and R scripts required for data acquisition, processing, and analysis are provided.

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Replication Data for: Laboratory performance assessment of low-cost water level sensor for field monitoring in the tropics Jun 18, 2026 Ding, Ning, 2026, "Replication Data for: Laboratory performance assessment of low-cost water level sensor for field monitoring in the tropics", https://doi.org/10.21979/N9/C12VTE, DR-NTU (Data), V1, UNF:6:e/PEwbj0i979zx9w3vBCEg== [fileUNF] This dataset contains laboratory experimental data and associated codes used for the performance assessment of a low-cost water level sensor for field monitoring applications in tropical environments.
Replication Data for: Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-cost Sensor MonitoringEmbargoed Jun 18, 2026 Ding, Ning, 2028, "Replication Data for: Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-cost Sensor Monitoring", https://doi.org/10.21979/N9/BJPDGV, DR-NTU (Data), V1, UNF:6:KB2G9NUZUXuJjA9CU7p5+w== [fileUNF] This dataset contains the data, code, and model setup used in the PhD thesis, Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-Cost Sensor Monitoring. The Chapter 2 dataset contains laboratory experimental data and associated...

Replication Data for: Laboratory performance assessment of low-cost water level sensor for field monitoring in the tropics

Jun 18, 2026

Ding, Ning, 2026, "Replication Data for: Laboratory performance assessment of low-cost water level sensor for field monitoring in the tropics", https://doi.org/10.21979/N9/C12VTE, DR-NTU (Data), V1, UNF:6:e/PEwbj0i979zx9w3vBCEg== [fileUNF]

This dataset contains laboratory experimental data and associated codes used for the performance assessment of a low-cost water level sensor for field monitoring applications in tropical environments.

Replication Data for: Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-cost Sensor MonitoringEmbargoed

Jun 18, 2026

Ding, Ning, 2028, "Replication Data for: Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-cost Sensor Monitoring", https://doi.org/10.21979/N9/BJPDGV, DR-NTU (Data), V1, UNF:6:KB2G9NUZUXuJjA9CU7p5+w== [fileUNF]

This dataset contains the data, code, and model setup used in the PhD thesis, Assessing the Hydrologic Benefits of Water Sensitive Urban Design in Tropical Cities: Evidence from Low-Cost Sensor Monitoring. The Chapter 2 dataset contains laboratory experimental data and associated...

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