Towards Continuous Streamflow Monitoring with Time-Lapse Cameras and Deep Learning

Author:

Gupta Amrita1,Chang Tony1,Walker Jeffrey2,Letcher Benjamin3

Affiliation:

1. Conservation Science Partners, USA

2. Walker Environmental Research, LLC, USA

3. U.S. Geological Survey, Eastern Ecological Science Center, USA

Funder

United States Geological Survey

National Geographic Society

Publisher

ACM

Reference47 articles.

1. U.S. Environmental Protection Agency . 2016. Climate change indicators in the United States , 2016 . Fourth edition. EPA 430-R-16-004.www.epa.gov/climate-indicators. U.S. Environmental Protection Agency. 2016. Climate change indicators in the United States, 2016. Fourth edition. EPA 430-R-16-004.www.epa.gov/climate-indicators.

2. Stacey  A Archfield and Richard  M Vogel . 2010. Map correlation method: Selection of a reference streamgage to estimate daily streamflow at ungaged catchments. Water resources research 46, 10 ( 2010 ). Stacey A Archfield and Richard M Vogel. 2010. Map correlation method: Selection of a reference streamgage to estimate daily streamflow at ungaged catchments. Water resources research 46, 10 (2010).

3. A novel method to evaluate stream connectivity using trail cameras

4. J Bernard , JF Fripp , and KR Robinson . 2007. Part 654 Stream Restoration Design National Engineering Handbook (210–VH-NEH). USDA Natural Resources Conservation Service , Washington, DC ( 2007 ). J Bernard, JF Fripp, and KR Robinson. 2007. Part 654 Stream Restoration Design National Engineering Handbook (210–VH-NEH). USDA Natural Resources Conservation Service, Washington, DC (2007).

5. Comparing methods for estimating flow duration curves at ungauged sites

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