AndreaBozzo/ceres-open-data-index huggingface dataset:
Dolphin Sound Production Recorded at SanctSound Site SB03_07

This record represents dolphin whistle and moan sound production detected from raw passive acoustic data. All acoustic data were processed through Pamguard's Whistle and Moan Detector (v. 2.01.03, Gillespie et al., 2013). Frequency ranges used varied by sanctuary to encompass the frequency ranges of local populations. A frequency range of 1.5-22 kHz was selected for Stellwagen Bank National Marine Sanctuary (SBNMS) to encompass the frequency ranges of both pilot whales and white-sided dolphins.  A frequency range of 4-18 kHz was selected for Gray's Reef National Marine Sanctuary (GRNMS) and Florida Keys National Marine Sanctuary (FKNMS) to encompass the frequency range of bottlenose dolphins and Atlantic spotted dolphins. In SBNMS, hours with detections less than 77 were automatically assigned as 0 presence and hours with detections greater than 565 were automatically assigned as 1 presence based on results from a Generalized Linear Model applied to a subsample of data from SB01. All FKNMS and GRNMS detected hours were reviewed. Presence in an hour was defined as 1+ detected whistles (or part of whistle) so long as it was not a solitary tone. The hour as a whole was marked with a 0 or 1. Only full hours of data were analyzed.These data were recorded at SanctSound Site SB03_07 between December 06, 2019 and January 03, 2020.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, fish, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Dolphin Sound Production Recorded at SanctSound Site GR03_05

This record represents dolphin whistle and moan sound production detected from raw passive acoustic data. All acoustic data were processed through Pamguard's Whistle and Moan Detector (v. 2.01.03, Gillespie et al., 2013). Frequency ranges used varied by sanctuary to encompass the frequency ranges of local populations. A frequency range of 1.5-22 kHz was selected for Stellwagen Bank National Marine Sanctuary (SBNMS) to encompass the frequency ranges of both pilot whales and white-sided dolphins.  A frequency range of 4-18 kHz was selected for Gray's Reef National Marine Sanctuary (GRNMS) and Florida Keys National Marine Sanctuary (FKNMS) to encompass the frequency range of bottlenose dolphins and Atlantic spotted dolphins. In SBNMS, hours with detections less than 77 were automatically assigned as 0 presence and hours with detections greater than 565 were automatically assigned as 1 presence based on results from a Generalized Linear Model applied to a subsample of data from SB01. All FKNMS and GRNMS detected hours were reviewed. Presence in an hour was defined as 1+ detected whistles (or part of whistle) so long as it was not a solitary tone. The hour as a whole was marked with a 0 or 1. Only full hours of data were analyzed.These data were recorded at SanctSound Site GR03_05 between September 27, 2020 and January 22, 2021.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, fish, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Octave Band Sound Pressure Levels at 1 Hour Resolution Recorded at SanctSound Site PM02_01

This record represents the octave band sound pressure levels (OLs) derived from raw passive acoustic data. OLs were calculated by integration of sound pressure spectral density estimates of the mean-square pressure with a 1 Hz/1 second resolution over 10 octave bands with the center frequencies ranging from 31.5 to 16,000 Hz. The result is then calculated per hour as a median over no less than 1,782 seconds for that hour and converted to decibels (dB re 1 ÂµPa). These data were recorded at SanctSound Site PM02_01 between October 01, 2019 and June 01, 2020.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, biological classification, biosphere, central pacific ocean, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, fish, fisheries, fixed observation stations, hawaiian islands, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, ocean, ocean acoustics, oceans, pacific ocean, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
North Atlantic Right Whale Sound Production Recorded at SanctSound Site SB01_03

This record represents North Atlantic right whale (NARW) sound production detected from raw passive acoustic data. The Low Frequency Detection and Classification System (LFDCS) call library for right whale low-frequency modulated upsweep (upcall) was used for the data. All NARW upcall detections with a Mahalanobis distance less than or equal to 3.0 were manually screened due to variability in NARW upcalls and overlap with other speciesâ vocalizations, such as upsweeps produced by humpback whales. A given day was marked as having NARWs present if three or more true upcall detections. These data were recorded at SanctSound Site SB01_03 between April 10, 2019 and June 01, 2019.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, fish, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Zgraggen - Twannbach - FASY - ITRDB SWIT342

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 Switzerland, Western Europe. The time period coverage is from 60 to -37 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, common beech, continent, doc/noaa/nesdis/ncei, earth science, europe, european beech, fagus sylvatica l., fasy, land records, latitude 47.05, longitude 6.8, material: null, national centers for environmental information, nesdis, noaa, paleoclimate, paleoclimate indicators, switzerland, tree ring, tree rings, tree-ring, twannbach, u.s. department of commerce, western europe, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Knapp - Upper Sand Creek Research Natural Area - PIPO - ITRDB UT539

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 Utah, United States Of America. The time period coverage is from 470 to -55 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, land records, latitude 37.9783, longitude -111.5983, material: null, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, pinus ponderosa douglas ex c. lawson, pipo, ponderosa pine, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, upper sand creek research natural area, utah, western yellow pine, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
One-third Octave Band Sound Pressure Levels at 1 Hour Resolution Recorded at SanctSound Site SB02_06

This record represents the one-third octave band sound pressure levels (TOLs) derived from raw passive acoustic data. TOLs were calculated by integration of sound pressure spectral density estimates of the mean-square pressure with a 1 Hz/1 second resolution over 33 one-third octave bands with the nominal center frequencies ranging from 13 to 20,000 Hz. The result is then calculated per hour as a median over no less than 1,800 1-second values for that hour and converted to decibels (dB re 1 ÂµPa).These data were recorded at SanctSound Site SB02_06 between October 05, 2019 and December 06, 2019.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, fish, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
One-third Octave Band Sound Pressure Levels at 1 Hour Resolution Recorded at SanctSound Site OC03_02

This record represents the one-third octave band sound pressure levels (TOLs) derived from raw passive acoustic data. TOLs were calculated by integration of sound pressure spectral density estimates of the mean-square pressure with a 1 Hz/1 second resolution over 30 one-third octave bands with the nominal center frequencies ranging from 25 to 20,000 Hz. The result is then calculated per hour as a median over no less than 1,800 1-second values for that hour and converted to decibels (dB re 1 ÂµPa). These data were recorded at SanctSound Site OC03_02 between November 01, 2019 and March 06, 2020.

Tags: acoustic sounders, ambient noise, animals/invertebrates, animals/vertebrates, aquatic ecosystems, aquatic sciences, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, doc/noaa/nmfs, doc/noaa/nos/nms, dod/usnavy, earth science, earth science oceans, eastern pacific ocean, fish, fisheries, fixed observation stations, hydrophones, mammals, marine environment monitoring, marine habitat, national centers for environmental information, national marine fisheries service, national marine sanctuaries, national ocean service, nesdis, noaa, noaa-navy sanctuary soundscapes monitoring project, ocean, ocean acoustics, oceans, pacific ocean, passive acoustic recorder, recorders/loggers, sanctsound, u.s. department of commerce, u.s. department of defense, u.s. navy, vertical location, water column
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
WNTR resilience analysis Pennsylvania drinking water system dataset

This is the dataset associated with the WNTR resilience analysis for a Pennsylvania drinking water utility. It contains the number of junctions and customers impacted following a pipe break scenario, the social-economic and environmental priority ranks for the pipe break scenarios, and the water service availability (WSA) for a tank outage, pump outage, and source water outage. The WSA is also provided for these outage scenarios and their respective emergency response actions. 

This dataset is associated with the following publication:
Chu-Ketterer, J., W. Platten, S. Bolenbaugh, and T. Haxton. Resilience analysis and emergency response evaluation for drinking water systems.   Journal AWWA. American Water Works Association, Denver, CO, USA, 115(5): 32-42, (2023).

Tags: disaster-planning, drinking-water, emergency-response, epanet, resilience, wntr
Organization: U.S. Environmental Protection Agency
Metadata for ‘Synoptic sketches’ of water quality along stream flowpaths: a watershed monitoring approach for heterogeneous landscapes

Water quality data collected from multiple streams in the Chesapeake Bay watershed. This dataset is not publicly accessible because: owned by University of Maryland co-authors. It can be accessed through the following means: email senior author, Dr. Sujay Kaushal skaushal@umd.edu. Format: Excel files. 

This dataset is associated with the following publication:
Kaushal, S., C. Maas, P. Mayer, T. Newcomer Johnson, S. Grant, M. Rippy, R.R. Shatkay, J. Leathers, A. Gold, C. Smith, E.C. McMullen, S. Haq, R. Smith, S. Duan, J. Malin, A. Yuculak, J.E. Reimer, K. Delaney Newcomb, A. Sides Raley, D.C. Collinson, J.G. Gallella, M. Grese, G. Sivirichi, T.R. Doody, P. Vikesland, S.V. Bhide, L. Krauss, M. Daugherty, C. Stavrou, M. Etheredge, J. Ziegler, A. Kirschnick, W. England, and K.T. Belt. Longitudinal stream synoptic monitoring tracks chemicals along watershed continuums: a typology of trends.   Frontiers in Environmental Science. Frontiers, Lausanne,  SWITZERLAND, 11: 1122485, (2023).

Tags: chemical-mixtures, ecological-integrity, nitrogen-and-co-pollutants, nonpoint-sources, water-monitoring
Organization: U.S. Environmental Protection Agency
Sahle_SDMP_MICROPLASTICSEPA_kIM

Assessments of various sample prep methods for microplastic analysi. 

This dataset is associated with the following publication:
Lee, H., S. Kim, A. Sin, G. Kim, S. Khan, M.N. Nadagouda, E. Sahle-Demessie, and C. Han. Pretreatment methods for monitoring microplastics in soil and freshwater sediment samples: A comprehensive review.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 871: 161718, (2023).

Tags: microplastics, pre-treatment, sediment, sediments, soil-sampling
Organization: U.S. Environmental Protection Agency
NRSA chemistry in sites <1000m2 with deposition as largest source Lassiter paper

Stream N and other water chemistry measurements originate from three national-scale, randomized, unequally weighted probability surveys of the U.S. EPA's National Rivers and Streams Assessment (NRSA) between 2000 and 2014, conducted as part of the National Aquatic Resource Surveys (NARS; https://www.epa.gov/national-aquaticresource-surveys/data-national-aquatic-resource-surveys). The NRSA sampling design assures a statistically valid assessment of the physical,
chemical, and biological conditions of the population of U.S. streams and rivers.  The first of the NRSA surveys (2000–2004) also known as the Wadeable Streams Assessment (WSA) sampled wadeable (1st through 4th Strahler Order) streams in the 48 conterminous states. Additional surveys were conducted in 2008–2009 (survey 2) and 2013–2014 (survey 3), and included larger, non-wadeable sites. Each of the three surveys sampled roughly 2000 perennial stream/river sites, using a standardized probability-based sampling method that did not change over time.  Since large rivers and streams were not sampled during the 2000–2004 survey, we restricted our analyses to survey datasets with associated watershed areas <1000km2, sampled roughly 5 years apart. Analyses in this study were limited to watersheds where deposition was the largest source of anthropogenic N, determined using the fine-scaled National Nutrient Inventory (NNI) dataset that are based on downscaled HUC-8 level N inventory of the CONUS (improved based on (Sabo et al., 2019) and (Lin et al., 2021)).  

Sabo, R.D., Clark, C.M., Bash, J., Sobota, D., Cooter, E., Dobrowolski, J.P., Houlton, B.Z., Rea, A., Schwede, D., Morford, S.L. and Compton, J.E., 2019. Decadal shift in nitrogen inputs and fluxes across the contiguous United States: 2002–2012. Journal of Geophysical Research: Biogeosciences, 124(10), pp.3104-3124.

Lin, J., Compton, J.E., Hill, R.A., Herlihy, A.T., Sabo, R.D., Brooks, J.R., Weber, M., Pickard, B., Paulsen, S.G. and Stoddard, J.L., 2021. Context is everything: interacting inputs and landscape characteristics control stream nitrogen. Environmental science & technology, 55(12), pp.7890-7899. 

This dataset is associated with the following publication:
Lassiter, M., J. Lin, J. Compton, J. Phelan, R. Sabo, J. Stoddard, S. McDow, and T. Greaver. Shifts in the Composition of Nitrogen Deposition in the Conterminous United States are Discernable in Stream Chemistry..   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 881: 163409, (2023).

Tags: atmospheric-deposition, nitrate, nitrogen, nitrogen-and-co-pollutants, streams, trends
Organization: U.S. Environmental Protection Agency
Harmonized Tariff Schedule of the United States (2019)

This dataset is the current 2019 Harmonized Tariff Schedule plus all revisions for the current year.  It provides the applicable tariff rates and statistical categories for all merchandise imported into the United States; it is based on the international Harmonized System, the global system of nomenclature that is used to describe most world trade in goods.

Tags: hts, product-classification, tariff-schedule
Organization: US International Trade Commission
Harmonized Tariff Schedule of the United States (2020)

This dataset is the current 2020 Harmonized Tariff Schedule plus all revisions for the current year.  It provides the applicable tariff rates and statistical categories for all merchandise imported into the United States; it is based on the international Harmonized System, the global system of nomenclature that is used to describe most world trade in goods.

Tags: hts, product-classification, tariff-schedule
Organization: US International Trade Commission
Harmonized Tariff Schedule of the United States (2021)

This dataset is the current 2021 Harmonized Tariff Schedule plus all revisions for the current year.  It provides the applicable tariff rates and statistical categories for all merchandise imported into the United States; it is based on the international Harmonized System, the global system of nomenclature that is used to describe most world trade in goods.

Tags: hts, product-classification, tariff-schedule
Organization: US International Trade Commission
Harmonized Tariff Schedule of the United States (2022)

This dataset is the current 2022 Harmonized Tariff Schedule plus all revisions for the current year.  It provides the applicable tariff rates and statistical categories for all merchandise imported into the United States; it is based on the international Harmonized System, the global system of nomenclature that is used to describe most world trade in goods.

Tags: hts, product-classification, tariff-schedule
Organization: US International Trade Commission
W00702: NOS Hydrographic Survey , 2022-11-03

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, bulk terminal dock 3, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, port of corpus christi, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
W00703: NOS Hydrographic Survey , 2022-11-03

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, bulk terminal dock 1, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, port of corpus christi, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce