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This Data Release contains stream temperature observations for 28 sites in the Antietam Creek Watershed (Maryland) during summer 2021. Data were collected using Onset ProV2 temperature gages within perforated PVC cases attached to stream substrates with rebar. Temperature gages were deployed and retrieved by volunteers with the Antietam-Conococheague Watershed Alliance. Temperature records are provided for 20-minute increments between June 1 and August 31, 2021 (92 days, 6625 observations per site, and a total of 185,500 observations in the dataset). Site location coordinates are provided.
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This Data Release includes records of stream temperature during summer months of 2019 (10 sites) and records of Blue Ridge sculpin (Cottus caeruleomentum) weight for fish held in experimental enclosures for 45 days during the temperature sampling period (5 sites).
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This Data Release contains stream temperature observations for 10 sites in the Sleepy Creek Watershed (West Virginia) during summer 2021. Data were collected using Onset ProV2 temperature gages within perforated PVC cases attached to stream substrates with rebar. Temperature gages were deployed and retrieved by volunteers with the Sleepy Creek Watershed Association. Temperature records are provided for 30-minute increments between June 1 and August 31, 2021 (92 days, 4416 observations per site, total of 44160 observations). Site location coordinates are provided.
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This Data Release contains data on fish species abundance for selected streams of the Potomac River basin in eastern North America. This dataset supports analysis of karst streams in the Chesapeake Bay headwaters region and was funded by USGS Chesapeake Bay studies.
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This Data Release contains stream temperature data for 28 sites within the headwaters of the Potomac River basin. Data were collected between June 1, 2021-February 5, 2023 at 30-minute increments. We collected data using Onset ProV2 gages in perforated PVC cases mounted to stream substrates with rebar. This work was funded by the USGS Priority Ecosystem Science program for the Chesapeake Bay.
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We provide annotated fish imagery data for use in deep learning models (e.g., convolutional neural networks) for individual and species recognition. For individual recognition models, the dataset consists of annotated .json files of individual brook trout imagery collected at the Eastern Ecological Science Center's Experimental Stream Laboratory. For species recognition models, the dataset consists of annotated .json files for 7 freshwater fish species: lake trout, largemouth bass, smallmouth bass, brook trout, rainbow trout, walleye, and northern pike. Species imagery was compiled from Anglers Atlas and modified to remove human faces for privacy protection. We used open-source VGG image annotation software developed...
This Data Release provides imagery data for the development of deep-learning models to recognize individual brook trout (n=435). Images were collected at the Paint Bank State Fish Hatchery (Paint Bank, VA) on August 9, 2021 using a GoPro Hero 9 camera mounted approximately 50 cm above a fish board. The Paint Bank State Fish Hatchery is operated by the Virginia Department of Wildlife Resources.


    map background search result map search result map Stream temperature and sculpin growth data collected from Catoctin Mountain Park in 2019 Annotated fish imagery data for individual and species recognition with deep learning Stream temperature observations during summer 2021 for sites in the Sleepy Creek watershed, West Virginia Fish species abundance data for selected streams of the Potomac River basin Stream temperature observations during summer 2021 for sites in the Antietam Creek watershed, Maryland Stream temperature data for sites in the Potomac River headwaters during 2021 to 2023 (ver. 2.0, May 2023) Stream temperature and sculpin growth data collected from Catoctin Mountain Park in 2019 Stream temperature observations during summer 2021 for sites in the Antietam Creek watershed, Maryland Stream temperature observations during summer 2021 for sites in the Sleepy Creek watershed, West Virginia Stream temperature data for sites in the Potomac River headwaters during 2021 to 2023 (ver. 2.0, May 2023) Fish species abundance data for selected streams of the Potomac River basin Annotated fish imagery data for individual and species recognition with deep learning