Low-cost stage-camera system for continuous water-level monitoring in ephemeral streams
نویسندگان
چکیده
Monitoring ephemeral and intermittent streams is a major challenge in hydrology. On-site inspections may be impractical difficult-to-access environments. Motivated by the latest advancements digital cameras computer vision techniques, this work, we describe development application of stage-camera system to monitor water level ungauged headwater streams. The encompasses consumer-grade wildlife camera with near-infrared (NIR) night capabilities white pole that serves as reference object collected images. feasibility approach demonstrated through set benchmark experiments performed natural settings. Maximum mean absolute errors between data are approximately equal 2 cm worst scenario corresponds severe storms intense rainfall fog. Our preliminary results encouraging support scalability future implementations wide range
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ژورنال
عنوان ژورنال: Hydrological Sciences Journal-journal Des Sciences Hydrologiques
سال: 2022
ISSN: ['2150-3435', '0262-6667']
DOI: https://doi.org/10.1080/02626667.2022.2079415