AndreaBozzo/ceres-open-data-index huggingface dataset:
S&T Project 19112 Final Report: Monitoring the Movements of Juvenile Pacific Lamprey in the Yakima River using Acoustic Telemetry

Barriers to migration contribute to declining populations of Pacific Lamprey (Entosphenus tridentatus) throughout the West, but little is known about their migration patterns and effects of dams and water diversions. Telemetry has been used to describe dam-passage routes and survival of juvenile salmon and steelhead for decades. Juvenile The Dept. of Energy-Pacific Northwest National Laboratory has been developing a micro-transmitter specifically for use in juvenile lampreys, eels, and other small fishes. Through a collaborative research approach, we used prototype transmitters to do a pilot-level evaluation of tagged lamprey movements in the Yakima and Columbia Rivers. We partnered with an ongoing telemetry study being conducted by the U.S. Geological Survey (USGS), the Bureau of Reclamation (Reclamation), and Yakama Nation Fisheries (YNF). 

Two USGS Open-File Reports were prepared for this study, an interim and final report. The reports contain detailed descriptions of the study background, methods, and results. The USGS reports are attached to this S&T report as Appendix A and Appendix B and are also available at the links below:
Appendix A: Movements of Juvenile Pacific Lamprey (Entosphenus tridentatus) in the Yakima and Columbia Rivers, Washington, 2018—A Pilot Study Using Acoustic Telemetry, USGS Open-File Report 2019-1058, https://pubs.usgs.gov/publication/ofr20191058
Appendix B: Monitoring the Movements of Juvenile Pacific Lamprey (Entosphenus tridentatus) in the Yakima River, Washington Using Acoustic Telemetry, 2019-20, USGS Open-File Report 2022–1052, https://pubs.usgs.gov/publication/ofr20221052

Data collected during the study is stored and publicly available at: Pacific States Marine Fisheries Commission, 2022, app.streamnet.org-/files/822/: Pacific States Marine Fisheries Commission, StreamNet—Fish Data for the Northwest data files, accessed May 9, 2022, at https://app.streamnet.org/files/822/. 

Tags: diversion-dam, fish-passage, irrigation-canal, pacific-lamprey, yakima-river-basin
Organization: Department of the Interior
Grand Coulee Power Plant Unit LS1 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Grand Coulee Power Plant Unit 24 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
S&T Project 22071 Report

In this study, we aim to improve understanding of heavy snowfall events across the Western United States by exploring the following three components of analysis. The first component includes describing historical snowfall events using point observations from the SNOTEL dataset in six Reclamation headwater basins. The second component involves characterizing weather types (e.g., atmospheric forcing) associated with the top eight heaviest historical snowfall events in each basin using the European Center for Mid-range Weather Forecasting’s (ECMWF’s) ERA-Interim reanalysis dataset (Dee et al. 2011) combined with the weather typing algorithm of Prein and Mearns (2021). The final component entails exploring simulation of historical weather types in climate projections from the Community Earth System Model version 2 (CESM2, Rodgers et al. 2021) Large Ensemble 2 dataset (LENS2). We focus on six Reclamation watersheds located in headwater regions, which include the Methow basin, WA, the Sun River basin, MT, the Upper Snake River basin, ID/WY, the Upper Klamath Lake basin, OR/CA, the Truckee-Carson basins, CA/NV, and the Upper San Juan basin, UT/AZ/CO/NM.

Tags: clustering, machine-learning, snowfall, weather-typing
Organization: Department of the Interior
Hoover Power Plant Unit A9 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A0 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A7 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A6 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A5 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A4 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
S&T Project 23037 Final Report: Exploring Frameworks for Simulating Historical and Future Hydrology in the Upper Deschutes River Basin

The scoping study aims to identify a promising approach for estimating unregulated streamflow in the Deschutes River basin for both historical and projected future conditions that does not require a computationally intensive coupled groundwater surface water model. The Deschutes River flow can be characterized as dominated by groundwater discharge (Gannett et al. 2017). Prior hydrologic modeling studies have not produced simulated streamflow of adequate quality. The study team explored a modeling approach similar to that taken in the recent St Mary and Milk River Basin Study Update, which includes a precipitation-runoff model with routing module that represents both a storage term that simulates the quick component of the runoff, as well as a lower storage term which describes the slow component of the runoff and the groundwater extraction and losses. This scoping study provides an overview of historical climate and hydrology in the Deschutes River basin, describes methods employed to improve simulated streamflow estimates, and summarizes next steps for follow on study.

Tags: deschutes-system, groundwater-surface-water-interaction, hydrological-model, planning, rivers, surface-water, water-operations, water-resources-management
Organization: Department of the Interior
Hoover Power Plant Unit A8 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A3 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Lake Elwell (Montana) Sedimentation Survey ACAP Table 2021

The Bureau of Reclamation conducted a survey at Lake Elwell in June 2021. Survey data were used to update reservoir topography and compute the present storage-elevation relationship of the reservoir as an area-capacity (ACAP) table. This item is the ACAP table. See the corresponding report for more information.

Tags: area-capacity, reservoir-sedimentation, reservoir-survey
Organization: Department of the Interior
Hoover Power Plant Unit A2 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit A1 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N1 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N0 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Lake Elwell (Montana) Sedimentation Survey Report 2021

The Bureau of Reclamation conducted a survey at Lake Elwell in June 2021. Survey data were used to update reservoir topography and compute the present storage-elevation relationship of the reservoir as an area-capacity (ACAP) table. This document is a survey report that details the methods used to collect data and compute elevation-area-capacity relations for Lake Elwell. The report also discusses survey analysis and findings.

Tags: area-capacity, reservoir-sedimentation, reservoir-survey
Organization: Department of the Interior
Hungry Horse Power Plant Unit 1 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N8 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N7 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N6 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N5 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N4 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hoover Power Plant Unit N3 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
American River At Head Waters Of Folsom South Canal Bayleton ug/L Time Series Data

Measurements of Bayleton collected at American River At Head Waters Of Folsom South Canal. Currently collected twice a year, previously collected quarterly. Access further information for this data set by contacting Bureau of Reclamation, California-Great Basin Region, Environmental Affairs Division (CGB-157). See ResultAttributes for STAFF_GAUGE, SMPL_DEPTH, SMPL_CATEGORY_NAME, METHOD_CODE, RESULT_RL, RESULT_RL-UNIT_STD_NAME, RESULT_MDL, RESULT_MDL-UNIT_STD_NAME, USBR_QA_SUBTYPE_NAME, USBR_QULFR_DESCRIPTION. STAFF_GAUGE is the water height in decimal feet measured by gauge (e.g., 15.2). SMPL_DEPTH is the vertical depth at which sample is collected (e.g., 0 - 15 cm). For water samples: depth below water/air interface. For sediment and soil samples: depth below water/solid or air/solid interface. SMPL_CATEGORY_NAME is the category type of sample (e.g., Composite). METHOD_CODE is the name of method used to obtain result (e.g., EPA 200.8). RESULT_RL is the result reporting limit (accounting for dilution) (e.g., 0.02). RESULT_RL-UNIT_STD_NAME is the unit associated with RESULT_RL (e.g., mg/L). RESULT_MDL is the result method detection limit (e.g., 0.007). RESULT_MDL-UNIT_STD_NAME is the unit associated with RESULT_MDL (e.g., mg/L). USBR_QA_SUBTYPE_NAME is the quality control type of the sample (e.g., USBR_BLANK_SPIKE). USBR_QULFR_DESCRIPTION is the quality assurance description (if any) (e.g., Result may have a high bias.).

Tags: surface-water-grab-samples
Organization: Department of the Interior
Hoover Power Plant Unit N2 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Coyote Pumping Plant - Morgan Hill Calcium ug/L Time Series Data

Measurements of Calcium collected at Coyote Pumping Plant - Morgan Hill. Currently collected twice a year, previously collected quarterly. Access further information for this data set by contacting Bureau of Reclamation, California-Great Basin Region, Environmental Affairs Division (CGB-157). See ResultAttributes for STAFF_GAUGE, SMPL_DEPTH, SMPL_CATEGORY_NAME, METHOD_CODE, RESULT_RL, RESULT_RL-UNIT_STD_NAME, RESULT_MDL, RESULT_MDL-UNIT_STD_NAME, USBR_QA_SUBTYPE_NAME, USBR_QULFR_DESCRIPTION. STAFF_GAUGE is the water height in decimal feet measured by gauge (e.g., 15.2). SMPL_DEPTH is the vertical depth at which sample is collected (e.g., 0 - 15 cm). For water samples: depth below water/air interface. For sediment and soil samples: depth below water/solid or air/solid interface. SMPL_CATEGORY_NAME is the category type of sample (e.g., Composite). METHOD_CODE is the name of method used to obtain result (e.g., EPA 200.8). RESULT_RL is the result reporting limit (accounting for dilution) (e.g., 0.02). RESULT_RL-UNIT_STD_NAME is the unit associated with RESULT_RL (e.g., mg/L). RESULT_MDL is the result method detection limit (e.g., 0.007). RESULT_MDL-UNIT_STD_NAME is the unit associated with RESULT_MDL (e.g., mg/L). USBR_QA_SUBTYPE_NAME is the quality control type of the sample (e.g., USBR_BLANK_SPIKE). USBR_QULFR_DESCRIPTION is the quality assurance description (if any) (e.g., Result may have a high bias.).

Tags: surface-water-grab-samples
Organization: Department of the Interior
S&T Project 19317 Data: Site Monitoring Video Recordings

This data contains motion-activated video footage from the canal site near Boise, ID where animal deterrents were tested. The video shows observations both before and after the installation of the deterrents. Another folder contains video of predator observations. The folders also contain still shots taken from the video that are used in the final report. 

Tags: animal-deterrent, animal-monitoring, earthen-embankment
Organization: Department of the Interior
S&T Project 21100 Final Report: Standardizing Methods for Ball Mill Disaggregation of Slakable Rock and Fine-Grained Soil

Geotechnical laboratory tests such as grain size analysis, Atterberg limits, residual strength, and swell-consolidation testing on reconstituted specimens require disaggregating a geomaterial sample into its constituent particles. Specimen preparation typically involves hand processing samples with a mortar and rubber-tipped pestle until they pass a designated sieve size. Ball milling is an alternative to hand processing and has the potential to expedite the preparation process and result in more complete disaggregation, leading to more accurate test results. For ball milling to become a validated specimen preparation method and gain wide acceptance it must be standardized. The research presented here seeks to progress the effort towards standardization by evaluating the effects of ball size, ball material, and milling duration on geomaterials including high plasticity clay, elastic silt, shale, claystone, and clayey sandstone. The research also presents results of ball milling a fine aggregate (concrete sand) to assess the potential for grain pulverization in each milling scenario. Ball mill performance is material dependent, but for all materials evaluated in this study, ball milling induced a higher degree of disaggregation than hand processing in all scenarios. Grain pulverization from metal ball milling scenarios was evident, especially in materials with higher sand contents. Parameters obtained from ball milling were normalized by hand processed results, and the trends suggest that ball mill processing causes a greater increase in liquid limit than plastic limit compared to hand processing.

Tags: ball-mill, liquid-limit, plasticity-index, soil-disaggregation
Organization: Department of the Interior
Hungry Horse Power Plant Unit 4 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior
Hungry Horse Power Plant Unit 3 Monthly Power Plant Unit Gross Generation-kwH Timeseries Data

Values per Facilities, Instructions, Standards, and Techniques (FIST) Vol 1 - 2. Note: Data are reported at a monthly time step. Although values are dated as the first of each month, they represent the end of month value for that month (e.g. value dated April 1 is the April end of month total/sum).   https://www.usbr.gov/power/data/fist_pub.html

Tags: hydropower-generation, inland-waters
Organization: Department of the Interior