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Continuity vs. the Crowd-Tradeoffs Between Continuous and Intermittent Citizen Hydrology Streamflow Observations.
Jeffrey C Davids1,2, Nick van de Giesen3, Martine Rutten3
1Delft University of Technology, TU Delft Building 23, Stevinweg 1, Delft, 2628, CN, Netherlands. J.C.Davids@tudelft.nl.
Environmental Management
|April 27, 2017
Summary
Citizen Hydrology, using mobile technology, can collect hydrologic data affordably. However, lower observation frequencies may impact streamflow statistics accuracy, especially for maximum flows.
Area of Science:
- Hydrology
- Environmental Science
- Water Resource Management
Background:
- Traditional hydrologic data collection relies on expensive, fixed equipment, limiting spatial coverage.
- Citizen Hydrology offers a scalable, cost-effective alternative using mobile technology and local residents.
- The impact of reduced observational frequency on streamflow statistics accuracy is not well understood.
Purpose of the Study:
- To evaluate how decreased observational frequency affects the accuracy of key streamflow statistics (minimum flow, maximum flow, runoff).
- To assess the feasibility of Citizen Hydrology for collecting valuable hydrologic data.
Main Methods:
- Utilized 7 years of historical 15-minute streamflow data from 50 USGS gauges in California.
- Employed a bootstrap randomized subsampling procedure to simulate lower-frequency observations (daily to monthly).
- Calculated minimum flow, maximum flow, and runoff statistics and their distributions from subsampled data.
Main Results:
- Minimum flow estimates were within 10% for half of iterations at 39 (daily) and 23 (monthly) sites.
- Maximum flow estimates were within 10% for only 7 (daily) and 0 (monthly) sites.
- Runoff volume estimates were within 10% for half of iterations at 44 (daily) and 12 (monthly) sites.
- Watershed flashiness significantly influenced the accuracy of all estimated streamflow statistics.
Conclusions:
- Lower-frequency Citizen Hydrology observations can provide useful hydrologic information, depending on the specific research questions.
- Accuracy of streamflow statistics, particularly maximum flows, is sensitive to reduced observational frequency.
- Citizen Hydrology shows potential for expanding hydrologic data collection, but limitations regarding accuracy must be considered.
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