AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA/WDS Paleoclimatology - Taiwan 748 Year March-August Precipitation Reconstruction

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Climate Reconstruction. The data include parameters of climate reconstructions|tree ring with a geographic location of China, Eastern Asia. The time period coverage is from 691 to -56 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: asia, china, climate indicators, climate reconstructions|tree ring, continent, doc/noaa/nesdis/ncei, earth science, eastern asia, latitude, longitude, material: delta 18o|ring width, material: null, national centers for environmental information, nesdis, noaa, paleoclimate, paleoclimate indicators, paleoclimate reconstructions, precipitation, precipitation reconstruction, reconstructions, taiwan, u.s. department of commerce, what: age, what: precipitation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Schweingruber - Nonburg - LASI - ITRDB RUSS119

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Tree Ring. The data include parameters of tree ring with a geographic location of Russia, Eastern Europe. The time period coverage is from 347 to -40 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, climate indicators, continent, density, doc/noaa/nesdis/ncei, earth science, eastern europe, europe, land records, larix sibirica ledeb. = larix russica (endl.) sabine ex trautv., lasi, latitude 65.6, longitude 50.63, material: null, national centers for environmental information, nesdis, noaa, nonburg, paleoclimate, paleoclimate indicators, russia, siberian larch, tree ring, tree rings, tree-ring, u.s. department of commerce, what: age, what: earlywood density, what: earlywood width, what: latewood density, what: latewood width, what: maximum density, what: minimum density, what: number of samples, what: tracheid diameter, what: tree ring standardized growth index, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Kirchhefer - Vikran - PISY - ITRDB NORW008

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Tree Ring. The data include parameters of tree ring with a geographic location of Norway, Scandanavia. The time period coverage is from 351 to -42 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, europe, land records, latitude 69.53, longitude 18.73, material: null, national centers for environmental information, nesdis, noaa, northern europe, norway, paleoclimate, paleoclimate indicators, pinus sylvestris l., pisy, scandanavia, scotch pine, scots pine, tree ring, tree rings, tree-ring, u.s. department of commerce, vikran, what: age, what: number of samples, what: total ring width, what: tree ring standardized growth index, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Peruvian Andes Proglacial Lakes Holocene Sediment Data

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Lake. The data include parameters of paleolimnology with a geographic location of Peru. The time period coverage is from 13031 to -60 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: climate indicators, continent, doc/noaa/nesdis/ncei, earth science, geochemistry, laguna jahuacocha, laguna lutacocha, laguna queshquecocha, latitude -10.2333, latitude -10.55, latitude -9.8, longitude -76.7167, longitude -76.9333, longitude -77.3, magnetic susceptibility, material: null, material: sediment, material: wet sediment, mineralogy, national centers for environmental information, nesdis, noaa, ocean/lake records, paleoclimate, paleoclimate indicators, paleolimnology, peru, physical properties, south america, u.s. department of commerce, what: age, what: calcium, what: density, what: depth, what: iron, what: mineral matter, what: potassium, what: strontium, what: titanium, what: volume magnetic susceptibility, what: zirconium
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Paleo-pCO2 Database ODP1264 5 Million Year Boron Isotope and CO2 Data

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Forcing. The data include parameters of climate forcing|paleoceanography with a geographic location of South Atlantic Ocean. The time period coverage is from 6350000 to 538700 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: atlantic ocean, carbon dioxide, climate forcing, climate forcing|climate reconstructions|paleoceanography, climate forcing|paleoceanography, climate indicators, climate reconstructions|paleoceanography, doc/noaa/nesdis/ncei, earth science, latitude -28.53, longitude 2.85, material: bulk atmosphere, material: delta 11b, material: null, material: trilobatus sacculifer, national centers for environmental information, nesdis, noaa, ocean, odp 1264, paleoceanography, paleoclimate, paleoclimate forcing, paleoclimate indicators, south atlantic ocean, u.s. department of commerce, what: age, what: carbon dioxide, what: delta 11b, what: depth at sample end, what: depth at sample start, what: ph, what: sample identification
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Cacho et al. 2001 Western Mediterranean d18O and Uk37 Data and SST Reconstructions

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Climate Reconstruction. The data include parameters of paleoceanography with a geographic location of . The time period coverage is from 24458 to 0 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: bs79-33, bs79-38, climate indicators, climate reconstructions|paleoceanography, doc/noaa/nesdis/ncei, earth science, latitude 38.26167, latitude 38.41167, latitude 39.38, longitude -7.07667, longitude 13.57667, longitude 14.03, m39-008, material: alkenone unsaturation index, material: globigerina bulloides, material: null, material: sediment, national centers for environmental information, nesdis, noaa, ocean, paleoceanography, paleoclimate, paleoclimate indicators, paleoclimate reconstructions, reconstructions, sea surface temperature, sea surface temperature reconstruction, u.s. department of commerce, what: age, what: alkenone unsaturation index uk37 prime, what: delta 18o, what: depth, what: ice rafted debris, what: sea surface temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Brown fire data from Missouri Gulch - IMPD USMIG001

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|tree ring with a geographic location of Colorado, United States Of America. The time period coverage is from 595 to -46 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: climate indicators, colorado, continent, doc/noaa/nesdis/ncei, douglas-fir, earth science, fire history, fire history|tree ring, fire scar dates, land records, latitude 39.141667, limber pine, lodgepole pine, longitude -105.05, material: null, material: wood, missouri gulch, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, pico, pifl, pinus contorta douglas ex loudon, pinus flexilis e. james, pinus ponderosa douglas ex c. lawson, pipo, ponderosa pine, pseudotsuga menziesii (mirb.) franco, psme, u.s. department of commerce, united states of america, western yellow pine, what: age, what: tree demographic and injury and fire event code
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Ngamring Co Hydrogen Isotopic Composition of Long-Chain Fatty Acids and brGDGTs based Mean Annual Temperature over the last 18ka

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Lake. The data include parameters of climate reconstructions|paleolimnology with a geographic location of China, Eastern Asia. The time period coverage is from 18056 to -62 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: age control, air temperature reconstruction, asia, china, climate indicators, climate reconstructions|paleolimnology, continent, doc/noaa/nesdis/ncei, earth science, eastern asia, hydrogen isotopes, latitude 29.31, longitude 87.18, material: c26 n-alkanoic acid, material: c28 n-alkanoic acid, material: glycerol dialkyl glycerol tetraether, material: n-alkanoic acid, material: null, monsoon, national centers for environmental information, nesdis, ngamring co, noaa, ocean/lake records, other hydroclimate reconstruction, paleoclimate, paleoclimate indicators, paleolimnology, reconstruction, u.s. department of commerce, westerlies, what: age, what: air temperature, what: c26 n-alkanoic acid, what: c28 n-alkanoic acid, what: delta 2h, what: depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Fajardo, Puerto Rico Coral Carbon Isotope Data from 1948-2004 CE

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Coral. The data include parameters of corals and sclerosponges with a geographic location of Puerto Rico, Caribbean Sea. The time period coverage is from 2 to -54 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: atlantic ocean, biogeochemical cycles, biological records, carbon cycle, carbon isotopes, caribbean sea, climate indicators, coral deposits, corals and sclerosponges, doc/noaa/nesdis/ncei, earth science, earth surface conditions reconstruction, fajardo, latitude 18.324409, longitude -65.618562, material: null, material: orbicella faveolata, national centers for environmental information, nesdis, noaa, north atlantic ocean, ocean, ocean/lake records, paleoclimate, paleoclimate indicators, puerto rico, u.s. department of commerce, what: age, what: delta 13c, what: delta 14c, what: depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EK80 Water Column Sonar Data Collected During RL1907

The survey domain was defined by the modeled distribution of potential habitat for the northern subpopulation (stock) of Pacific Sardine (Zwolinski et al., 2011), and information recently gathered from other research projects [e.g., California Cooperative Oceanic Fisheries Investigations (CalCOFI) samples] or fishing industry reports (e.g., catch and bycatch data). This area encompassed the anticipated distributions of the northern stock of Pacific Sardine and the central and northern stocks of Northern Anchovy off the west coasts of the U.S. and Canada from approximately San Diego, CA, to Cape Scott, British Columbia, but also spanned portions of the southern stock of Pacific Sardine, and stocks of Pacific Mackerel, Jack Mackerel, and Pacific Herring.

On Lasker, multi-frequency EK60 General Purpose Transceivers (18-and 38-kHz GPTs; Simrad) and EK80 Wideband Transceivers (70-, 120-, 200-, and 333-kHz WBTs; Simrad) were configured with split-beam transducers (ES18-11, ES38B, ES70-7C, ES120-7C, ES200-7C, and ES333-7C, respectively; Simrad). The transducers were mounted on the bottom of a retractable keel or âcenterboardâ. The keel was retracted (transducers~5-m depth) during calibration, and extended to the intermediate position (transducers ~7-m depth) during the survey. Exceptions were made during shallow water operations, when the keel was retracted; or during times of heavy weather, when the keel was extended (transducers~9-mdepth) to provide extra stability and reduce the effect of weather-generated noise. Transducer position and motion were measured at 5Hz using an inertial motion unit (Applanix POS-MV, Trimble).

Final 2021 Report: https://doi.org/10.25923/dg6w-q452 
Final 2021 Biomass Report: https://doi.org/10.25923/nghv-7c40

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, north pacific ocean, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM122 Water Column Sonar Data Collected During MGL1602

Passive Imaging of the Lithosphere-Asthenosphere Boundary (PI-LAB)

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM122 Water Column Sonar Data Collected During MGL1806

Hawaii-Emperor Seamounts Phase 1

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA NEFSC North Atlantic Right Whale Annotations

These datasets are a compilation of 8 days of acoustic data, collected in the Western North Atlantic Ocean that was manually annotated for the presence of North Atlantic right whale upcalls. This analysis is an expansion of the 2013 DCLDE (Detection, Classification, Localization, and Density Estimation) conference datasets, to add additional days from different deployments (locations, years, recording instruments, and conditions), to provide a larger data set with varying conditions. Each day of data was manually browsed in Raven 1.5, and all North Atlantic right whale upcalls were logged (for multichannel data, only one channel was analyzed and logged: the channel logged is indicated in the corresponding csv file). In the "Detection_Confidence" field, a definite upcall is marked as "Detected"; Possible or unknown detections ( i.e. a call could not be definitely attributed to a North Atlantic right whale), is marked as "Possibly_Detected". Acoustic data and analysis provided by NOAA Northeast Fisheries Science Center's Passive Acoustic Research group; upcall logs annotated by Nicole Pegg.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, earth science oceans, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, nesdis, noaa, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, u.s. department of commerce, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Passive Acoustic Data Collection (MD WEA-CPOD)

Offshore wind farms allow renewable energy to be generated with little or no carbon dioxide emissions and there is little visual or noise disturbance to the public. Making decisions on when and where these wind farms are built requires a year-round understanding of the species present and their ecology, particularly for protected species that are sensitive to sound, such as marine mammals. Passive acoustic monitoring devices detected small cetacean echolocation click trains within and surrounding the Maryland Wind Energy Area in order to collect baseline data that can be used for informing siting, mitigation measures, assessing environmental impacts for future wind energy developments, and to facilitate marine spatial planning in the area. Marine mammals are protected under the Marine Mammal Protection Act and small cetacean species, such as bottlenose dolphins, short-beaked common dolphins, and harbor porpoises are known to be present in this region. We recorded echolocation clicks from small cetaceans using passive acoustic devices called C-PODs, Cetacean PODs, which are tonal click train detectors. This acoustic monitoring during 3 years in November 2014 - 2017 allowed us to capture interannual and seasonal variation in small cetacean occurrence within and surrounding the Maryland Wind Energy Area offshore of Ocean City, Maryland, USA.

Tags: acoustic sounders, animals/vertebrates, atlantic ocean, biological classification, cetaceans, determining habitat use by marine mammals and ambient noise levels using passive acoustic monitoring, doc/noaa/nesdis/ncei, earth science, fixed observation stations, hydrophones, mammals, marine environment monitoring, national centers for environmental information, nesdis, noaa, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, u.s. department of commerce, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
SARS-CoV-2 Disinfection Manuscript Data - Task 4A

Testing data, efficacy evaluations (recovery, log10 reductions, tissue culture assay results, etc). Common disinfectants were evaluated for efficacy against SARS-CoV-2 on common surfaces. 

This dataset is associated with the following publication:
Hardison, R.L., S.W. Nelson, R. Limmer, J. Marx, B.M. Taylor, R.R. James, M.J. Stewart, S. Lee, M. Calfee, S. Ryan, and M. Howard. Efficacy of Chemical Disinfectants Against SARS-CoV-2 on High-Touch Surface Materials.   JOURNAL OF APPLIED MICROBIOLOGY. Blackwell Publishing, Malden, MA, USA, 134(1): lxac020, (2023).

Tags: analytical-method, covid-19, disinfection, pathogens, public-health, sars-cov-2, virus
Organization: U.S. Environmental Protection Agency
Data and code for Olson et al. Wildfires in the western United States are mobilizing PM2.5-associated nutrients and may be contributing to downwind cyanobacteria blooms

Data and code for Olson et al. Wildfires in the western United States are mobilizing PM2.5-associated nutrients and may be contributing to downwind cyanobacteria blooms. 

This dataset is associated with the following publication:
Olson, N., K. Boaggio, R. Rice, K. Foley, and S. Leduc. Wildfires in the western United States are mobilizing PM2.5-associated nutrients and may be contributing to downwind cyanobacteria blooms.   Environmental Science: Processes & Impacts. Royal Society of Chemistry, Cambridge,  UK, 25: 1049-1066, (2023).

Tags: air-quality, climate-change, cyanobacteria, fire, nitrogen-and-co-pollutants, water-quality
Organization: U.S. Environmental Protection Agency
Trojan Detection Software Challenge - image-classification-jun2020-holdout

Round1 Holdout DatasetThe data being generated and disseminated is the holdout data used to evaluate trojan detection software solutions. This data, generated at NIST, consists of human level AIs trained to perform a variety of tasks (image classification, natural language processing, etc.). A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for detecting which trained AI models have been poisoned via embedded triggers. This dataset consists of 1000 trained, human level, image classification AI models using the following architectures (Inception-v3, DenseNet-121, and ResNet50). The models were trained on synthetically created image data of non-real traffic signs superimposed on road background scenes. Half (50%) of the models have been poisoned with an embedded trigger which causes misclassification of the images when the trigger is present.

Tags: trojan-detection-artificial-intelligence-ai-machine-learning-adversarial-machine-learning
Organization: National Institute of Standards and Technology
Data tables for Energy Price Indices and Discount Factors for Life-Cycle Cost Analysis - 2023: Annual Supplement to NIST Handbook 135

Data tables for Energy Price Indices and Discount Factors for Life-Cycle Cost Analysis - 2023: Annual Supplement to NIST Handbook 135. Starting in 2022, the data tables for the annual supplement within the text document has been extracted and provided in a supplemental spreadsheet. The reasons for creating a separate data file is to (1) make the text document smaller and easier to navigate, (2) provide the data in a format that is more accessible to a user, particularly those that want to incorporate the data tables into their own calculations or tools, and (3) streamline the process for the annual release of the data. There are numerous data sources used in developing these data tables, including EIA, OMB, and Federal Reserve. Process is discussed in Annual Supplement to Handbook 135.

Tags: building-economics, discounting, energy-efficiency, energy-prices, life-cycle-costing
Organization: National Institute of Standards and Technology