The provided EAGLE-I historic dataset includes eight years of power outage information at the county level from 2014 to 2022 at 15-minute intervals collected by the EAGLE-I program at ORNL. The data has been collected from utility’s public outage maps using an ETL process. The dataset details FIPS code, county name, state name, total number of customers without power, and a date/timestamp. Also included is the EAGLE-I coverage of each state for each year. For detailed metadata, refer to the metadata DOI.

This dataset includes an aggregated and event-correlated analysis of power outages in the United States, synthesized by integrating three data sources: the Environment for the Analysis of Geo-Located Energy Information (EAGLE-I), the Electric Emergency Incident Disturbance Report (DOE-417), and Annual Estimates of the Resident Population for Counties 2024 (CO-EST2024-POP). The EAGLE-I dataset, spanning from 2014 to 2023, encompasses over 146 million customers and offers county-level outage information at 15-minute intervals. The data has been processed, filtered, and aggregated to deliver an enhanced perspective on power outages, which are then correlated with DOE-417 data based on geographic location as well as the start and end times of events. For each major disturbance documented in DOE-417, essential metrics are defined to quantify the outages associated with the event. This dataset supports researchers in examining outages triggered by major disturbances like extreme weather and physical disruptions, thereby aiding studies on power system resilience. Links to the raw data for generating the correlated dataset are included below as "DOE-417", "EAGLE-I", and "CO-EST2024-POP" resources. Acknowledgement: This work is funded by the Laboratory Directed Research and Development (LDRD) at the Pacific Northwest National Laboratory (PNNL) as part of the Resilience Through Data-Driven, Intelligently Designed Control (RD2C) Initiative.

EAGLE-I™ is DOE's interactive geographic information system (GIS) that allows users to view and map the nation's energy infrastructure and obtain near real-time informational updates concerning the electric, petroleum and natural gas sectors within one visualization platform. The entire dataset for 8 years is available for download within the reference link.

This DOI contains information on the EAGLE-I power outage dataset and serves as a blanket DOI for all EAGLE-I historic data. Historic power outage data from specific years have been linked to this DOI.

The provided EAGLE-I historic dataset includes power outage information at the county level for 2024 at 15-minute intervals collected by the EAGLE-I program at ORNL. The data has been collected from utility's public outage maps using an ETL process. The dataset details FIPS code, county name, state name, total number of customers without power, total customers per county, and a date/timestamp. For detailed metadata, refer to the linked metadata DOI.

Timeseries data from 'Eagle' (boem_ahmd_eagle)

Labeled Bald eagle images suitable for training and evaluating computer vision and deep learning models.

Timeseries data from 'Eagle' (raws_akaeag)

High performance computing dataset with 11M+ jobs from NREL's Eagle supercomputer. These jobs were submitted to run on Eagle between Nov 2018 and Feb 2023. The data are sufficiently anonymized and do not include sensitive user or project data. HPC research community does not have many public, large, and complete job traces like this one, and releasing this dataset should help address this gap.

Flying Eagle

## Overview

Flying Eagle is a dataset for object detection tasks - it contains Eagles annotations for 719 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

About this dataset

Context

The dataset tabulates the population of Eagle by gender across 18 age groups. It lists the male and female population in each age group along with the gender ratio for Eagle. The dataset can be utilized to understand the population distribution of Eagle by gender and age. For example, using this dataset, we can identify the largest age group for both Men and Women in Eagle. Additionally, it can be used to see how the gender ratio changes from birth to senior most age group and male to female ratio across each age group for Eagle.

Key observations

Largest age group (population): Male # 45-49 years (81) | Female # 45-49 years (84). Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Age groups:

• Under 5 years
• 5 to 9 years
• 10 to 14 years
• 15 to 19 years
• 20 to 24 years
• 25 to 29 years
• 30 to 34 years
• 35 to 39 years
• 40 to 44 years
• 45 to 49 years
• 50 to 54 years
• 55 to 59 years
• 60 to 64 years
• 65 to 69 years
• 70 to 74 years
• 75 to 79 years
• 80 to 84 years
• 85 years and over

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis.

Variables / Data Columns

• Age Group: This column displays the age group for the Eagle population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Eagle is shown in the following column.
• Population (Female): The female population in the Eagle is shown in the following column.
• Gender Ratio: Also known as the sex ratio, this column displays the number of males per 100 females in Eagle for each age group.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Eagle Population by Gender. You can refer the same here

The Philippine eagle is the largest forest raptor in the Philippines and the country's National Bird. Organized in 1987, it had before that time been operating as a project undertaking research, rehabilitation and captive breeding. Staffed by highly trained and dedicated personnel, it has today evolved into the country's premiere organization for the conservation of raptors. The Philippine eagle is one of the rarest eagles in the world. It is a giant bird of prey that can only be seen on 4 islands in the Philippines- Luzon, Samar, Leyte, and Mindanao.

Eagle

## Overview

Eagle is a dataset for object detection tasks - it contains Eagle annotations for 500 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

object name: Eagle Nebula object types: emission nebula, H II region, open star cluster coordinates: 18 18 45.1, -13 47 31 (2000) constellation: Serpens alternate names: Messier 16, NGC 6611 observation filters: B, G, R file formats: FITS, PNG observation dates: 2020 June-September telescope: Mittelman Observatories 0.5m at New Mexico Skies

Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for California's wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (https://www.wildlife.ca.gov/Data/CWHR). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.

This dataset provides information about the number of properties, residents, and average property values for Main Street cross streets in Eagle, WI.

About this dataset

Context

The dataset tabulates the Eagle population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Eagle across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Eagle was 32,319, a 0.32% decrease year-by-year from 2022. Previously, in 2022, Eagle population was 32,423, an increase of 1.02% compared to a population of 32,096 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Eagle increased by 19,770. In this period, the peak population was 32,423 in the year 2022. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

• From 2000 to 2023

Variables / Data Columns

• Year: This column displays the data year (Measured annually and for years 2000 to 2023)
• Population: The population for the specific year for the Eagle is shown in this column.
• Year on Year Change: This column displays the change in Eagle population for each year compared to the previous year.
• Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Eagle Population by Year. You can refer the same here

The Eagle airborne magnetic and radiometric geophysical survey covers parts of the Charley River, Eagle, and Tanacross quadrangles near Eagle, Alaska (fig. 1). Magnetic and radiometric data were collected with a fixed-wing aircraft May 24 to June 27, 2021 by MPX Geophysics LTD. A total of 26,926 line kilometers were collected covering 9,731 square kilometers. The magnetometer was mounted to a rear-facing fixed boom (tail stinger). The radiometric crystals were located in the cabin of the aircraft. The Eagle survey was flown with a line spacing of 400 meters (m) and a mean ground clearance of 330 m. The data, as well as additional metadata, are available from the DGGS website: https://doi.org/10.14509/30755.

Deer Fawning Habitat: Potential high elevation deer habitat areas within the Lake Tahoe Basin

Bald Eagle Winter Habitat: Potential bald eagle winter habitat areas within the Lake Tahoe Basin

Bald Eagle Nest Buffer: Surveys conducted for nesting bald eagle are done throughout the summer by NDOW and CA State Parks, with some help by TRPA. This layer shows all nests that were active during the 2019 season. Both active and inactive bald eagle nests are protected under TRPA regulations. Only active nests that produce at least 1 fledgling are counted by TRPA as part of its' Threshold Standard for nesting bald eagles.

Golden Eagle Nest Buffer: Areas identified as the most suitable habitat for nesting Golden Eagles in the Lake Tahoe Basin.

Goshawk Threshold Zone: Goshawk threshold zones based on the TRPA definition of 500 acres (± 5 acres) of the best habitat surrounding a nest, including a ¼ mile radius around the nest tree.

Osprey Nest Buffer: Monthly boat and walk-in osprey nesting surveys are conducted throughout the summer by the TRPA, LTBMU, NDOW, and CA State Parks. These layers show all nests that were active and inactive during the 2019 season. Both active and inactive osprey nests are protected under TRPA regulations. Only active nests are counted by TRPA as part of its' Threshold Standard for nesting osprey.

Peregrine Falcon Nest Buffer: Monthly nesting surveys are conducted throughout the summer by the TRPA and LTBMU. This layer shows all nests that were active* during the 2017 season.

Waterfowl Habitat: Waterfowl locations within the Lake Tahoe Basin. These include lakes, wetlands, meadows, and golf courses where waterfowl occur.

Fish Habitat: Near-shore fish habitat around Lake Tahoe CA/NV

Willow Flycatcher Habitat: Occupied and emphasis habitat for willow flycatcher in the LTBMU

Sierra Nevada Yellow-legged Frog Critical Habitat: Areas of Final critical habitat for Rana sierrae (Sierra Nevada Yellow-Legged Frog)

Sierra Nevada Yellow-legged Frog Suitable Habitat: Suitable habitat for Sierra Nevada Yellow-legged Frog on the Lake Tahoe Basin Management Unit

Goshawk PAC: Northern goshawk Protected Activity Centers (PACs) delineated for the Lake Tahoe Basin Management Unit

Spotted Owl PAC: California spotted owl Protected Activity Centers (PACs) delineated for the Lake Tahoe Basin Management Unit as of July 22, 2008

Marten Den: Surveyed Marten Dens in the Lake Tahoe Basin

Bat Roost: Location of all known bat roosts in the Lake Tahoe Basin