AndreaBozzo/ceres-open-data-index huggingface dataset:
DEPRECATED - State Policies and Programs for Community Solar (2024 Q2 Update)

This data set is no longer current – The most current data and all historical data sets can be found at https://data.nlr.gov/submissions/249&nbsp;The purpose of this dataset is to summarize current community solar policies and low-income stipulations by the state in the United States as of April 2024.&nbsp;This list has been reviewed, but errors may exist, and the list may not be comprehensive. NREL invites input to update or add to the database. To submit updates, additions, or corrections please find contact information on the current data set page linked above.

Tags: community-solar, pv-photovoltaic-solar-energy, solar-policy
Organization: Department of Energy
DEPRECATED - Sharing the Sun Community Solar Project Data (December 2023)

This data set is no longer current – The most current data and all historical data sets can be found at https://data.nlr.gov/submissions/244&nbsp;This database represents a list of community solar projects identified through various sources as of Dec 2023. In addition, this dataset updated the low-income (LI) and low- and moderate-income (LMI) provisions for both complete and pending projects, based on the most recent program data we collected as of March 2024.&nbsp;The list has been reviewed but errors may exist and the list may not be comprehensive. Errors in the sources e.g. press releases may be duplicated in the list. Blank spaces represent missing information. NREL invites input to improve the database including to - correct erroneous information - add missing projects - fill in missing information - remove inactive projects.&nbsp;Updated information can be submitted to the contact(s) located on the current data set page linked at the top.

Tags: community-solar, solar, solar-market
Organization: Department of Energy
Weatherization Assistance Program and Low Income Home Energy Assistance Program for Solar Survey Responses and Plan

This data contains the results of surveys given to Low Income Home Energy Assistance Program (LIHEAP)/Weatherization Assistance Program (WAP) administrators in 2022, 2023, and 2024, as well as spreadsheets coding states' annual LIHEAP and WAP plans from 2021, 2022, and 2023 for mentions of solar energy. This data is the second version of the original dataset which has been updated to include the most recent years of LIHEAP and WAP plans. The original version of the dataset is also part of this record but has been deprecated.

Tags: liheap, low-income, residential-solar, solar-energy, wap
Organization: Department of Energy
2019 Distribution System Upgrade Unit Cost Database Current Version

IMPORTANT NOTE: This is the current version of NREL's Distribution System Unit cost Database and should be considered the most up-to-date. Compared to the previous version (https://data.nlr.gov/submissions/77) this database has additional data points and has been modified for improved usability. More information on the changes that have been made can be found in the attached file Unit_cost_database_guide_v2.docx. This guide also has important information about data sources and quality as well as intended use of the database. Please consult this database guide before using this data for any purpose.&nbsp;This database contains unit cost information for different components that may be used to integrate distributed photovotaic DPV systems onto distribution systems. Some of these upgrades and costs may also apply to integration of other distributed energy resources DER. Which components are required and how many of each is system-specific and should be determined by analyzing the effects of distributed PV at a given penetration level on the circuit of interest in combination with engineering assessments on the efficacy of different solutions to increase the ability of the circuit to host additional PV as desired. The current state of the distribution system should always be considered in these types of analysis. The data in this database was collected from a variety of utilities PV developers technology vendors and published research reports. Where possible we have included information on the source of each data point and relevant notes. In some cases where data provided is sensitive or proprietary we were not able to specify the source but provide other information that may be useful to the user e.g. year location where equipment was installed. NREL has carefully reviewed these sources prior to inclusion in this database. - Originated 01/02/2019 by National Renewable Energy Laboratory

Tags: bottom-up-analysis, capacitor-banks, distribution-systems, distribution-upgrades, grid-integration, hardware-costs, interconnection, phase-balancing, photovoltaic, pv, reclosers-and-relays, software-costs, transformers, unit-cost, utility, voltage-regulators
Organization: Department of Energy
National Summary Statistics for Depot-Based Medium- and Heavy-Duty Vehicle Operations

This file provides nationally aggregated summary statistics to characterize the daily operations of medium and heavy duty vehicles. It provides typical daily driving distances, domicile dwell durations, and one version of potential normalized electric vehicle depot charging load curves. The methodology to create this data was designed with national representativeness in mind, and the data is suitable for national analysis.&nbsp;The dataset characterizes the subset of medium and heavy duty vehicle operating patterns that may originate from a consistent depot each day (and thus may rely on the same depot for charging if the vehicle were electrified). In addition to trucks with depot-centric vocational patterns, the data also describes operations of transit buses and school buses.&nbsp;A detailed description of this data and associated methodology is available as an NREL technical report, "Depot-based vehicle data for national analysis of medium- and heavy-duty electric vehicle charging" (https://www.nlr.gov/docs/fy24osti/88241.pdf).

Tags: commercial-fleet-vehicle-operating-data, electric-vehicles, heavy-duty-vehicles, load-profiile, medium-duty-vehicles, mhdv, pev-charging, school-buses, transit-buses, transportation, transportation-data, trucks
Organization: Department of Energy
911 End-to-End Data

All incident segments for each of the first responding agencies (PD, FD and EMS) that contribute to the end-to-end response times.
This data set provides call volumes broken down by incident type for each Week Start time period as well as the timestamps and average response times (in seconds) for each segment of the call.

For the Incident Type Definitions please refer to <a href="https://www1.nyc.gov/site/911reporting/reports/definitions.page">this link</a>.

Tags: 911
Organization: City of New York
Long-Run Marginal Emission Rates for Electricity - Workbooks for 2023 Cambium Data

These workbooks contain modeled estimates of long-run marginal emission rates (LRMER) for the contiguous United States' electric sector. A LRMER is an estimate of the rate of emissions that would be either induced or avoided by a change in electric demand, taking into account how the change could influence both the operation as well as the structure of the grid (i.e., the building and retiring of capital assets, such as generators and transmission lines).&nbsp;These workbooks provide data for 18 GEA regions covering the contiguous United States. Mappings of these regions to ZIP codes and counties is given in this workbook in the corresponding tabs.&nbsp;For more data underlying these emissions factors, see the Cambium 2023 project at https://scenarioviewer.nlr.gov/. For more details on input assumptions and methodology see the associated report (Cambium 2023 Scenario Descriptions and Documentation, https://www.nlr.gov/docs/fy24osti/88507.pdf). Users are advised to review section 4 of the report, which discusses limitations and caveats of the data.&nbsp;This data is planned to be updated annually. Information on the latest versions can be found at https://www.nlr.gov/analysis/cambium.html.

Tags: cambium, greenhouse-gas-emissions, long-run, projection, reeds
Organization: Department of Energy
University of Florida

A partnership with the University of Florida and U.S. Department of Energy's National Renewable Energy Laboratory (NREL) to collect solar data to support future solar power generation in the United States. The measurement station monitors global, direct, and diffuse irradiance to define the amount of solar energy that hits this particular location. The solar measurement instrumentation is also accompanied by meteorological monitoring equipment to provide scientists with a complete picture of the solar power possibilities.

Tags: diffuse-temperature, direct, display, global, humidity, instrumentation, irradiance, measurement, meterological, midc, outdoor, precipitation, pressure, pyranometer, radiometer, solar, solar-calendar, thermopile, weather, wind, wind-rose
Organization: Department of Energy
PV Window Building Study

Data associated with the paper “Photovoltaic Windows to Offset the Intensive Energy and Carbon Footprints of Highly Glazed Buildings” by Vincent M. Wheeler, Janghyun Kim, Tom Daligault, Bryan Rosales, Chaiwat Engtrakul, Robert C. Tenent, and Lance M. Wheeler

Tags: building-energy, building-performance-simulation, carbon-footprint, photovoltaics
Organization: Department of Energy
Gulf sturgeon Critical Habitat Units 1-7

These data represent the critical habitat for Gulf Sturgeon as designated by Federal Register Vol. 68, No. 53, Wednesday, March 19, 2003, Rules and Regulations.

Tags: 2003, acipenser oxyrinchus desotoi, alabama, apalachicola bay, apalachicola river, big black creek, blackwater river, bogue chitto river, chickasawhay river, choctawhatchee bay, choctawhatchee river, conecuh river, critical habitat, doc/noaa/nmfs/sero, endangered species, endangered species information, escambia river, fishery-dependent, florida, gis, gulf of mexico, gulf sturgeon, lake borgne, lake pontchartrain, leaf river, louisiana, march 19, mississippi, mississippi sound, national marine fisheries service, near shore gulf of mexico, noaa, non-environmental data, pascagoula river, pearl river, pensacola bay, santa rosa sound, shoal river, southeast regional office, suwannee river, suwannee sound, u.s. department of commerce, yellow river
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Newport Hydrographic Line

We carry out oceanographic cruises every two weeks, and have done so for the past 20 years, in continental shelf and slope waters off Newport Oregon, along the Newport Hydrographic Line.  In addition, 2-4 times per year we sample multiple transects off Washington, Oregon and northern California.
High-frequency oceanographic cruises, as described in the "Project Description".

Tags: doc/noaa/nmfs/nwfsc, fe (fish ecology) division, national marine fisheries service, noaa. u.s. department of commerce, northwest fisheries science center
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Growth data - Snake River sockeye salmon captive propagation

Gene rescue captive broodstock program was established for ESA-listed endangered Snake River sockeye salmon from Redfish Lake, Idaho.  The program has consisted of taking most of the remaining gene pool into captive culture at specialized conservation hatcheries at the Manchester Research Station and the Idaho Department of Fish and Game Eagle Hatchery.  Fish are being released to native habitats as part of recovery efforts.
The fork length to the nearest mm and weight to the nearest gram of a subsample of fish is recorded on an approximately quarterly basis.

Tags: artificial propagation, doc/noaa/nmfs/nwfsc, instrument not applicable, migrated from resource enhancement and utilization technologies division, national marine fisheries service, noaa. u.s. department of commerce, northwest fisheries science center, nwfsc manchester, salmon, snake river
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Qwuloolt biota - Monitoring the Qwuloolt Estuarine Levee Breach Restoration

Comprehensive planning and monitoring of abiotic (hydrology, land forms, energy and nutrients, and chemistry) and biotic (plants, fish, invertebrates, birds, mammals) attributes pre- and post-breach at a 150 hectare site in the Snohomish estuary.
Species composition of plants, fallout insects, benthic invertebrates, birds, and fishes at Qwuloolt and adjacent reference sites.

Tags: animal and plant collection device, birds, doc/noaa/nmfs/nwfsc, estuary, fe (fish ecology) division, juvenile salmonid, length board, national marine fisheries service, noaa. u.s. department of commerce, northwest fisheries science center, puget sound, qwuloolt - snohomish estuary, restoration, wetland
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EOP Acoustic tagging and monitorings of cultured and wild juvenile crimson jobfish (Pristipomoides filamentosus) in a nursery habitat

Raw data from Vemco receivers that monitored the Kaneohe, Oahu nursery grounds while tagged juvenile snapper were released in 2006 (cultured) and 2007 (wild). Also included are raw temperature time series from thermographs mounted 5m above the bottom with the receiver.

Tags: bottomfish, doc/noaa/nmfs/pifsc, eop optical surveys, kaneohe bay, legacy data set, life history, movement, national marine fisheries service, noaa, pacific islands fisheries science center, sonic tag, u.s. department of commerce
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Annual Penguin Census 1977-2015 v1.0

Data were collected from two penguin monitoring sites in the Antarctic peninsula region between 1977 and 2015 using traditional census methods. Seabirds observed in this study are AdÃ©lie (Pygoscelis adeliae), chinstrap (P. antarctica), and gentoo (P. papua) penguins. The two study sites are the US AMLR Program sites at Cape Shirreff (Livingston Island) and Copacabana (King George Island).

Tags: adelie, admiralty bay, amlr, amlr predator data, antarctic, antarctica, bransfield strait, cape shirreff, census, chinstrap, copacabana, doc/noaa/nmfs/swfsc, ecosystem, gentoo, king george island, livingston island, monitoring, national marine fisheries service, noaa. u.s. department of commerce, penguins, pygoscelis, south shetlands, southwest fisheries science center
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Leopard Seal UAS Images 2013-2014 v1.0

We aerially surveyed leopard seals of known body size and mass to test the precision and accuracy of photogrammetry from a small UAS. Flights were conducted in January and February of 2013 and 2014 and 50 photogrammetric samples were obtained from 15 unrestrained seals. Photogrammetric measurements from a single, vertical image obtained using UAS provide a noninvasive approach for estimating the mass and body condition of pinnipeds that may be widely applicable.

Tags: amlr, antarctic peninsula, austral spring, austral summer, cameras, cape shirreff, ccamlr area 48.1, doc/noaa/nmfs/swfsc, fao area 48.1, hydrurga leptonyx, leopard seal, leopard seal unmanned aerial system images 2013-2014 v1.0, livingston island, morphometrics, national marine fisheries service, noaa. u.s. department of commerce, photogrammetry, pinnipeds, south shetland islands, southwest fisheries science center, uas, unmanned aerial system
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Drones Minimize Antarctic Predator Responses Relative to Ground Survey Methods

The entire data set of behavioral response scores and covariates described in the following publication (attached as Supplementary Data Table 1): 

Krause, D.J., J.T. Hinke, , M.E. Goebel, W.L. Perryman. 2021. Drones minimize Antarctic predator responses relative to ground survey methods: an appeal for context in policy advice. Frontiers in Marine Science 8:648772

Tags: amlr predator data, animal behavior, antarctic peninsula, cape shirreff, disturbance, doc/noaa/nmfs/swfsc, livingston island, national marine fisheries service, noaa. u.s. department of commerce, south shetlands, southwest fisheries science center, uas, uav, unmanned aerial systems, wildlife response
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Continuous Underway Fish-Egg Sampler (CUFES) Database

Pelagic eggs collected using the CUFES during cruises conducted by the SWFSC Fisheries Resources Division from 1996 to present. Data are typically collected every 30 min while the ship is underway. Eggs are identified as Pacific sardine, northern anchovy, jack mackerel, hake, squid, or other fish eggs. Some additional species identifications have been noted in the comments.

Tags: anchovy, calcofi, california cooperative oceanic fisheries investigations, continuous underway fish-egg sampler, cufes, daily egg production method, depm, doc/noaa/nmfs/swfsc, frd and calcofi cruise data, hake, jack mackerel, national marine fisheries service, noaa. u.s. department of commerce, sardine, southwest fisheries science center, squid
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Pacific Coastal Salmon Recovery Fund

Congress established the Pacific Coastal Salmon Recovery Fund (PCSRF) to monitor the restoration and conservation of Pacific salmon and steelhead populations and their habitats. The states of Washington, Oregon, California, Idaho, and Alaska and the Pacific Coastal and Columbia River tribes receive Congressional PCSRF appropriations from NOAA Fisheries Service each year. Project status and performance information on all PCSRF projects funded to date is housed in the database.

Tags: california, columbia, conservation, doc/noaa/nmfs/wcro, fund, idaho, national marine fisheries service, noaa, nwfsc hosted datasets, oregon, recovery, restoration, salmon, steelhead, u.s. department of commerce, washington, west coast regional office
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Newport Hydrographic Line (station)

The high-frequency Newport Hydrographic Line sampling provides data on critical and emerging issues including marine heatwaves, ocean acidification, hypoxia, and harmful algal blooms to fishing communities and federal, state, tribal, and academic organizations. These data are distilled into a database of ocean ecosystem indicators used to characterize the habitat and survival of juvenile salmonids. The NH team works with collaborators from various academic institutions and government agencies to answer ecological questions and address management concerns in the northern California Current Large Marine Ecosystem.

Tags: doc/noaa/nmfs/nwfsc, high-frequency, national marine fisheries service, noaa. u.s. department of commerce, northwest fisheries science center, oceanographic cruise, oregon, story map: noaa fisheries west coast offshore scientific surveys, united states
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
HMSRP Hawaiian Monk Seal Argos Location Data Summary

This project investigates foraging behavior of Hawaiian monk seals by conducting telemetry studies. During these studies, live seals are instrumented with satellite tags and other instruments to determine foraging locations and dive and foraging behavior.   This data set contains a summary of ARGOS location data which is contained in GIS data set of raster files/ESRI shape files.

Tags: doc/noaa/nmfs/pifsc, hawaiian monk seal, hmsrp hawaiian monk seal telemetry studies, instrumentation, national marine fisheries service, noaa, pacific islands fisheries science center, u.s. department of commerce
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bottomfish tagging data

This dataset contains tagging data for bottomfish from research fishing and intensive tagging efforts around the Main Hawaiian Islands from 2007-2005 and around Guam from 2011. The data include information on tagging/recapture of the bottomfish for 2007-2015 as well as any separate recapture information for 2015. Tagging/recapture information include the fisher, vessel, location of capture in latitude and longitude, location by island or around an island, the tag number, date tagged, fork length of fish, techniques used to limit mortality due to barotrauma, species of fish, depth caught, and whether it was a recapture. Recapture information for 2015 include whether the fish was a recapture, and if so, the fisher who recaptured it as well as the recapture date, location, and length. The data were collected on multiple contracts over many years, and therefore each field was not necessarily entered for every event. The recapture information dataset has not been extensively QC'd and should, particularly information on length and location of first capture, of the recaptured fish.

Tags: bottomfish, bottomfish tagging, cooperative research, doc/noaa/nmfs/pifsc, frmd, guam, mhi, national marine fisheries service, noaa, pacific islands fisheries science center, pifsc, research fishing, sap, stock assessment, tagging, u.s. department of commerce
Organization: National Oceanic and Atmospheric Administration, Department of Commerce