AndreaBozzo/ceres-open-data-index huggingface dataset:
CRED Wave and Tide Recorder (WTR); AMSM, TUT; Long: -170.75831, Lat: -14.37501 (WGS84); Sensor Depth: 21.34m; Data Range: 20050807-20060224.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Wave and Tide Recorders (WTR) provide a time series of temperature, wave and tide data at coral reef sites. Data is typically collected for a duration of 2 years using a SBE26 or SBE26plus SEAGAUGE Wave and Tide Recorder (Sea-Bird Electronics, Inc., www.seabird.com). Sensors include: Real-time clock, thermistor, and Digiquartz temperature-compensated pressure sensor. When a WTR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, american samoa, amsam, biosphere, bleaching, bottom, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, fagatele bay (14s170w0002), in situ physical, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean pressure, ocean temperature, ocean waves, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea level pressure, sea level rise, sea state, sea-bird sbe26 sbe26plus seagauge wave and tide recorder, significant wave height, storm surge, surf beat, swells, temperature, tidal components, tidal height, tidal range, tides, tut_ocean_003, tutuila - fagatele bay, tutuila island, united states of america, upwelling, water temperature, wave and tide recorder (wtr), wave frequency, wave height, wave length, wave period, wave speed, wave types, wind waves, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); CNMI, ANA; Long: 145.70275, Lat: 16.33293 (WGS84); Sensor Depth: 3.96m; Data Range: 20050923-20070527.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, ana_ocean_002, anatahan, anatahan island, anatahan island (16n145e0001), biosphere, bleaching, bottom, cnmi, coastal processes, commonwealth of the northern mariana islands, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, in situ physical, mooring, noaa pacific islands fisheries science center, northern mariana islands, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, upwelling, water temperature, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); NWHI, KUR; Long: -178.32575, Lat: 28.38175 (WGS84); Sensor Depth: 12.50m; Data Range: 20090915-20100519.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch - physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, hawaii, honolulu, in situ physical, kur_ocean_013, kure atoll, kure atoll (28n178w0001), mooring, noaa pacific islands fisheries science center, northwestern hawaiian islands, northwestern hawaiian islands (papahanaumokuakea marine national monument), numeric data sets, nwhi, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); NWHI, PHR; Long: -175.78339, Lat: 27.78197 (WGS84); Sensor Depth: 22.86m; Data Range: 20070805-20080924.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1221, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, earth science, hawaii, honolulu, in situ physical, mooring, noaa pacific islands fisheries science center, northwestern hawaiian islands, northwestern hawaiian islands (papahanaumokuakea marine national monument), numeric data sets, nwhi, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, pacific reef assessment and monitoring program (pacific ramp): biennial monitoring for the u.s. paci, pearl and hermes atoll, pearl and hermes reef (27n176w0001), phr_ocean_019, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Slope grid derived from gridded bathymetry of Ofu and Olosega Islands, Territory of American Samoa, USA

Slope is derived from gridded (5 m cell size) multibeam bathymetry, collected aboard R/V AHI, and bathymetry derived from multispectral IKONOS satellite imagery. Cell values reflect the maximum rate of change (in degrees) in elevation between neighboring cells derived with the ArcGIS Spatial Analyst extension. This data set is for Ofu and Olosega Islands of the Manu'a Island group, American Samoa.

Tags: 467, american samoa, amsam, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization in the pacific islands region, coris_metadata, country/territory, earth science, geographic information, habitats, manu'a group, multibeam sonar, ocean basin, oceans, ofu island, ofu island (14s169w0013), olosega island, olosega island (14s169w0014), pacific ocean, slope, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Molokai Ground Validation Point Data for Benthic Habitats of the Main Hawaiian Islands Prepared by Visual Interpretation from Remote Sensing Imagery Collected by NOAA Year 2000

This project is a cooperative effort among the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment; the University of Hawaii; and Analytical Laboratories of Hawaii, LLC. The goal of the work was to develop coral reef mapping methods and compare benthic habitat maps generated by photointerpreting georeferenced color aerial photography, hyperspectral and IKONOS satellite imagery. These point data were generated to conduct ground validation during map preparation.

Tags: 1026, 1129, aquatic habitat, aquatic vegetation, biosphere, central pacific ocean, coastal processes, coral reef, coral reef ecology, coral reefs, coralline algae, corals, coris_metadata, country/territory, description, earth science, ecological characterization, environmental monitoring, geographic information, habitat, habitats, hawaii, hawaiian islands, in situ biological, main 8 hawaiian islands benthic habitat mapping, molokai, molokai island, molokai island (21n157w0001), ocean basin, oceans, pacific ocean, point, reef, reef habitat, reef monitoring and assessment, submerged, u.s. exclusive economic zone, unconsolidated sediments, united states, united states of america, zone, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Iowa Standardized Medicare Supplement Rate Changes

Over the last several years, the original standardized plans (A ‐ J) have been updated, and several new plans have been added.

However, for historical rate increase purposes, this data includes all plans whether they are available for sale or not. Only plans with asterisks can be sold under the MIPPA act: A, B, C, D, F, HD‐F, G, K, L, M, and N.

Tags: medicare, standardized-plans
Organization: State of Iowa
CRED Subsurface Temperature Recorder (STR); Farallon de Pajaros, Commonwealth of the Northern Mariana Islands; Long: 144.88580, Lat: 20.54505 (WGS84); Sensor Depth: 12.50m; Data Date Range: 20090428-20110417.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, cnmi, coastal processes, commonwealth of the northern mariana islands, coral diseases, coral reef ecosystem division (cred), coral reef watch - physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, farallon de pajaros, farallon de pajaros (20n144e0001), fdp_ocean_005, in situ physical, mooring, noaa pacific islands fisheries science center, northern mariana islands, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, upwelling, uracas island, uracas island (20n144e0002), water temperature, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CMS Program Statistics - Medicare Advantage - Outpatient Facility

The CMS Program Statistics – Medicare Advantage, Outpatient Facility tables provide utilization data for outpatient facilities, by Medicare Advantage beneficiaries.

For additional information on enrollment, providers, and Medicare use and payment, visit the CMS Program Statistics page.


Below is the list of tables:


	MDCR OUTPATIENT MA 1.  Medicare Outpatient Facilities: Utilization for Medicare Advantage Beneficiaries, by Type of Entitlement, Yearly Trend
	MDCR OUTPATIENT MA 2.  Medicare Outpatient Facilities: Utilization for Medicare Advantage Beneficiaries, by Demographic Characteristics and Medicare-Medicaid Enrollment Status
	MDCR OUTPATIENT MA 3.  Medicare Outpatient Facilities: Utilization for Medicare Advantage Beneficiaries, by Area of Residence

Tags: health-care-use-payments, health-equity, hospitals-facilities, medicare, medicare-advantage, national, outpatient-facilities, states-territories
Organization: U.S. Department of Health & Human Services
CRED Subsurface Temperature Recorder (STR); MHI, HAW; Long: -155.90161, Lat: 19.07380 (WGS84); Sensor Depth: 17.68m; Data Range: 20081101-20101011.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, haw_ocean_006, hawai'i (big island), hawaii, hawaii island, hawaii island (19n155w0003), hawaiian islands, in situ physical, main hawaiian islands, mhi, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Shallow-Water Benthic Habitats of Southwest Puerto Rico

Shallow-water (<30m) benthic habitat maps of the nearshore marine environment of two areas in Southwest Puerto Rico (PR), including the Guanica Bay/La Parguera region on the south coast and the Belvedere reserve on the west coast, were mapped and characterized using visual interpretation of optical and acoustic remotely sensed imagery. The objective was to provide spatially-explicit information on the habitat types, biological cover and live coral cover of the regionÂs coral reef ecosystem. These maps will be used to support marine resource management and conservation in the Commonwealth. In addition, the maps will enable change detection in an assessment of the effectiveness of restoration activities on the condition of adjacent coral reef ecosystems.

Tags: 2012, 793, atlantic ocean, belvedere, benthic habitats, biological cover, biosphere, caribbean sea /north atlantic ocean, coastal processes, coral reef, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, environmental monitoring, geographic information, geomorphological structure, guanica bay, habitat mapping, habitats, la parguera, mapping, mapping shallow benthic habitats of the north east reserves mpa, ocean basin, oceans, pr, puerto rico, puerto rico (18n066w0000), reef, reef monitoring and assessment, seafloor, southwest, submerged aquatic vegetation, u.s. caribbean, unconsolidated sediments, united states, united states of america, zone, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NLR HPC Eagle Node Power Data

Power time series captured from all Eagle nodes using iLO (Integrated Lights Out)The Eagle HPC operated at NLR from 2019 through 2024. Eagle was a 2,000-node, 8-petaflop system. This dataset is a comprehensive time series of instantaneous snapshots of power usage at 1 minute intervals from all nodes at the node level. Data provided in compressed Hive dataset/Parquet format.iLO Power Time Series Fields&nbsp;ts: &nbsp;Timestampdv: &nbsp;Device / Node - Rack and Unit - r103u17 == r(ack)103u(nit)17vl: &nbsp;Value - Value in watts (instantaneous value at sampling time)daymonthyear

Tags: eagle, hpc, node-usage, power
Organization: Department of Energy
A COMPARATIVE STUDY OF ALGORITHMS FOR LAND COVER CHANGE

A COMPARATIVE STUDY OF ALGORITHMS FOR LAND COVER CHANGE

SHYAM BORIAH*, VARUN MITHAL*, ASHISH GARG*, VIPIN KUMAR*, MICHAEL STEINBACH*,
CHRIS POTTER**, AND STEVE KLOOSTER***

Abstract. Ecosystem-related observations from remote sensors on satellites offer huge potential
for understanding the location and extent of global land cover change. This paper presents a
comparative study of three time series based algorithms for detecting changes in land cover. The
techniques are evaluated quantitatively using forest fire ground truth from the state of California
for 2000–2009. On relatively high quality data sets, all three schemes perform reasonably well,
but their ability to handle noise and natural variability in the vegetation data differs dramatically.
In particular, one of the algorithms significantly outperforms the other two since it accounts for
variability in the time series.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
SMAP L3 Radar Northern Hemisphere Daily 3 km EASE-Grid Freeze/Thaw State V003

This Level-3 (L3) product provides a daily composite of Northern Hemisphere landscape freeze/thaw conditions retrieved by the Soil Moisture Active Passive (SMAP) radar from 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. SMAP L-band backscatter data are used to derive freeze/thaw data, which are then resampled to an Earth-fixed, Northern Hemisphere azimuthal 3 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0).

Tags: cryosphere, earth-science, radar, snow-ice, spectral-engineering
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P OSINAC 4 ESC3-MTP019 RDR-STR-REFL V1.0

This CODMAC level 4 data set contains solar stray light corrected, radiometric calibrated and geometric distortion corrected (resampled) image data in in reflectance units (normalized and thus without unit), acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft during the COMET ESCORT 3 mission phase, covering the period from 2015-07-28T23:25:00.000 to 2015-08-25T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after October 2018 PSA/PDS external peer review.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
NOAA-20 VIIRS Level-3 Global Binned 11µm Nighttime Sea Surface Temperature (NSST) - Near Real-time (NRT) Data, version R2024.0

The Ocean Biology DAAC produces near real-time (quicklook) products using the best-available combination of ancillary data from meteorological and ozone data. As such, the inputs and the calibration used are less than optimal. Quicklook products provide a snapshot of the data during a short time period within a single orbit.

Tags: earth-science, ocean-temperature, oceans
Organization: National Aeronautics and Space Administration
Developing Castable Metal Harmonic Drives Project

&lt;p&gt;This effort utilizes the high elastic strain limit and net-shaped processing of metallic glasses to fabricate low-cost harmonic drives that outperform steel.&amp;nbsp; The harmonic drive design and performance will be modeled and a 3D polymer version will be printed.&amp;nbsp; A harmonic drive will be fabricated from commercially die cast bulk metallic glass parts.&lt;/p&gt;

Tags: active, jet-propulsion-laboratory, project
Organization: National Aeronautics and Space Administration
IceBridge Photon Counting Lidar L1B Unclassified Geolocated Photon Elevations V001

This data set contains geolocated photon elevations captured over Antarctica using the Sigma Space photon counting lidar. The data were collected by scientists working on the International Collaborative Exploration of the Cryosphere through Airborne Profiling (ICECAP) project, which was funded by the National Science Foundation (NSF), the Antarctic Climate and Ecosystems Collaborative Research Center, and the Natural Environment Research Council (NERC) with additional support from NASA Operation IceBridge.

Tags: cryosphere, earth-science, glaciers-ice-sheets
Organization: National Aeronautics and Space Administration
Ground-Based Global Navigation Satellite System (GNSS) GPS real-time POD Orbits  (60-second sampling, 60-second files) from NASA CDDIS

This product contains a time series of position and velocity components for healthy satellites in the GPS constellation that are accumulated every minute throughout the day. In addition, formal 1-sigma uncertainties for the positions and velocities are provided. The product is generated at JPL's Global Differential GPS Operations Centers in real-time. The data in this product can be concatenated with other daily products to provide larger coverage in time.

Tags: earth-science, geodetics, gravity-gravitational-field, solid-earth, tectonics
Organization: National Aeronautics and Space Administration
HNX/DragonTIGER Instrument Development Project

&lt;p&gt;Precisely identifying the species of cosmic-ray nuclei detected by a satellite or balloon instrument requires the use of several complementary detector systems. In particular, determining the nuclear charge of an incident nucleus, and so the element to which it belongs, requires precise measurements of the differential energy loss of the particle passing through a well-characterized layer of material, the velocity of the particle, and its trajectory. The goal of this project is to improve detectors for these measurements.&lt;/p&gt;

Tags: completed, goddard-space-flight-center, project
Organization: National Aeronautics and Space Administration
Aqua MODIS Level-3 Global Binned 11µm Daytime Sea Surface Temperature (SST) Data, version R2019.0

MODIS (or Moderate-Resolution Imaging Spectroradiometer) is a key instrument aboard the Terra (EOS AM) and Aqua (EOS PM) satellites. Terra's orbit around the Earth is timed so that it passes from north to south across the equator in the morning, while Aqua passes south to north over the equator in the afternoon. Terra MODIS and Aqua MODIS are viewing the entire Earth's surface every 1 to 2 days, acquiring data in 36 spectral bands, or groups of wavelengths (see MODIS Technical Specifications). These data will improve our understanding of global dynamics and processes occurring on the land, in the oceans, and in the lower atmosphere. MODIS is playing a vital role in the development of validated, global, interactive Earth system models able to predict global change accurately enough to assist policy makers in making sound decisions concerning the protection of our environment.

Tags: earth-science, national-geospatial-data-asset, ngda, ocean-temperature, oceans
Organization: National Aeronautics and Space Administration