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

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Low Cost UAV-based Remote Sensing for Autonomous Wildlife Monitoring

In recent years, developments in unmanned aerial vehicles, lightweight on-board computers, and low-cost thermal imaging sensors offer a new opportunity for wildlife monitoring. In contrast with traditional methods now surveying endangered species to obtain population and location has become more cost-effective and least time-consuming. In this paper, a low-cost UAV-based remote sensing platform...

متن کامل

Discontinuous ephemeral streams

Many ephemeral streams in western North America flowed over smooth valley floors before transformation from shallow discontinuous channels into deep arroyos. These inherently unstable streams of semiarid regions are sensitive to short-term climatic changes, and t’o human impacts, because hillslopes supply abundant sediment to infrequent large streamflow events. Discontinuous ephemeral streams a...

متن کامل

Continuous Tracking Within and Across Camera Streams

This paper presents a new approach for continuous tracking of moving objects observed by multiple, heterogeneous cameras. Our approach simultaneously processes video streams from stationary and Pan-Tilt-Zoom cameras. The detection of moving objects from moving camera streams is performed by defining an adaptive background model that takes into account the camera motion approximated by an affine...

متن کامل

Water Level Loggers as a Low-Cost Tool for Monitoring of Stormwater Control Measures

Stormwater control measures (SCMs) are a key component of watershed health in urbanized areas. SCMs are used to increase infiltration and reduce discharge to streams or storm sewer systems during rain events. Monitoring is important for the evaluation of design and causes of failure in SCMs. However, the expense of monitoring means it is not always included in stormwater control planning. This ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

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