cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4guef6
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista sagittalis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040814-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/ff1v-7ch0-x20x
title: RSMAS UMCM JMA Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS UMCM model (using JMA initial boundary conditions) forecast imagery over the Western Pacific Ocean. Products include 500mb height/RH, rain rate and sea level pressure, sea surface temperature and anomaly, significant wave height, and surface winds. Products are available every 6 hours to 84 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.26023/4nyq-b3pn-3h08
title: RSMAS UMCM GFS Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS UMCM model (using GFS initial boundary conditions) forecast imagery over the Western Pacific Ocean. Products include 500mb height/RH, rain rate and sea level pressure, sea surface temperature and anomaly, significant wave height, and surface winds. Products are available every 6 hours to 120 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.26023/xnvt-62mk-870e
title: RSMAS CWRF 1.3km nest with GFS Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF model (using GFS initial boundary conditions) forecast imagery over the Western Pacific Ocean with the 1.3 km nest around the tropical cyclone. Products include rain rate and sea level pressure (large and storm scale), 500mb heights/winds, reflectivity at the storm scale, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds (large and storm scale). Products are available during limited tropical cyclone cases every 6 hours to 90 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.13140/2.1.4359.9043
title: Citation of S.A. Ostroumov. They cited the relevant publications on environment, ecology, biology: Europe, N.America, S.America, Asia, Australia. Updated 09.11.2014. 19 p. https://www.researchgate.net/publication/267982546;
DOI: 10.3886/e238556
title: HIFLD Open Administrative Areas (USACE IENC)

description: The U.S. inland navigation system consists of of rivers maintained by the Corps of Engineers in 22 states, and includes 276 lock chambers with a total lift of 6,100 feet. The highly adaptable and effective system of barge navigation moves over 625 million tons of commodities annually, which includes coal, petroleum products, various other raw materials, food and farm products, chemicals, and manufactured goods. The shallow draft waterways have many unique characteristics and difficulties over coastal harbor and ocean navigation; river levels can change by over 30 feet in a seasonal cycle, the navigation channel can shift significantly within the river banks, and shifting yet ever present river currents pose constant challenges in these confined waterways. Electronic chart systems can offer significant benefits to vessels including accurate and real-time display of vessel position relative to waterway features, voyage planning and monitoring, training tools for new personnel and integrated display of river charts, radar, and Automatic Identification Systems. Following recommendations by the National Transportation Safety Board, the National Academy of Science and the American Waterways Operators, Congress directed the Corps of Engineers to develop and publish electronic charts for the inland waterways. Development of Inland Electronic Navigational Charts (IENCs) to cover the Mississippi River and tributaries thus began in 2001 with pilot projects on the Atchafalaya River in Louisiana and Lower Mississippi River near Vicksburg, Mississippi. These projects, which involved a combination of in-house and contract activities, were the first efforts to collect and convert inland waterway data, commonly used for river and channel maintenance, into the international S-57 hydrographic data exchange. This highly structured data format is commonly used for electronic chart applications and will be used for Corps IENCs.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025<br>
DOI: 10.3886/e238558
title: HIFLD OPEN American Indian / Alaska Native / Native Hawaiian (AIANNH) Areas

description: Federal (federal AIRs) are areas that have been set aside by the United States for the use of tribes, the exterior boundaries of which are more particularly defined in the final tribal treaties, agreements, executive orders, federal statutes, secretarial orders, or judicial determinations. The Bureau of Indian Affairs maintains a list of all federally recognized tribal governments and makes final determination of the inventory federal AIRs. The Census Bureau recognizes federal reservations (and associated off-reservation trust lands) as territory over which American Indian tribes have primary governmental authority. American Indian reservations can be legally described as colonies, communities, Indian colonies, Indian communities, Indian rancheria, Indian reservations, Indian villages, pueblos, rancherias, ranches, reservations, reserves, settlements, or villages. The Census Bureau contacts representatives of American Indian tribal governments to identify the boundaries for federal reservations through its annual Boundary and Annexation Survey. Federal reservations may cross state and all other area boundaries.State (state AIRs) are reservations established by some state governments for tribes recognized by the state. A governor-appointed state liaison provides the names and boundaries for state-recognized American Indian reservations to the Census Bureau. State reservations must be defined within a single state, but may cross county and other types of boundaries. To further identify and differentiate state-recognized American Indian areas from those that are federally recognized, the text, "(state)" is appended to the AIR name.Off-Reservation Trust Lands are areas for which the United States holds title in trust for the benefit of a tribe (tribal trust land) or for an individual American Indian (individual trust land). Trust lands can be alienated or encumbered only by the owner with the approval of the Secretary of the Interior or his/her authorized representative. Trust lands may be located on or off a reservation; however, the Census Bureau tabulates data only for off-reservation trust lands with the off-reservation trust lands always associated with a specific federally recognized reservation and/or tribal government. As for federally recognized reservations, the Census Bureau obtains the boundaries of off-reservation trust lands from American Indian tribal governments through its annual Boundary and Annexation Survey. The Census Bureau recognizes and tabulates data for reservations and off-reservation trust lands because American Indian tribes have primary governmental authority over these lands. The Census Bureau does not identify fee land (or land in fee simple status) or restricted fee lands as specific geographic areas.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.3886/e238556v1
title: HIFLD Open Administrative Areas (USACE IENC)

description: The U.S. inland navigation system consists of of rivers maintained by the Corps of Engineers in 22 states, and includes 276 lock chambers with a total lift of 6,100 feet. The highly adaptable and effective system of barge navigation moves over 625 million tons of commodities annually, which includes coal, petroleum products, various other raw materials, food and farm products, chemicals, and manufactured goods. The shallow draft waterways have many unique characteristics and difficulties over coastal harbor and ocean navigation; river levels can change by over 30 feet in a seasonal cycle, the navigation channel can shift significantly within the river banks, and shifting yet ever present river currents pose constant challenges in these confined waterways. Electronic chart systems can offer significant benefits to vessels including accurate and real-time display of vessel position relative to waterway features, voyage planning and monitoring, training tools for new personnel and integrated display of river charts, radar, and Automatic Identification Systems. Following recommendations by the National Transportation Safety Board, the National Academy of Science and the American Waterways Operators, Congress directed the Corps of Engineers to develop and publish electronic charts for the inland waterways. Development of Inland Electronic Navigational Charts (IENCs) to cover the Mississippi River and tributaries thus began in 2001 with pilot projects on the Atchafalaya River in Louisiana and Lower Mississippi River near Vicksburg, Mississippi. These projects, which involved a combination of in-house and contract activities, were the first efforts to collect and convert inland waterway data, commonly used for river and channel maintenance, into the international S-57 hydrographic data exchange. This highly structured data format is commonly used for electronic chart applications and will be used for Corps IENCs.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025<br>
DOI: 10.3886/e238558v1
title: HIFLD OPEN American Indian / Alaska Native / Native Hawaiian (AIANNH) Areas

description: Federal (federal AIRs) are areas that have been set aside by the United States for the use of tribes, the exterior boundaries of which are more particularly defined in the final tribal treaties, agreements, executive orders, federal statutes, secretarial orders, or judicial determinations. The Bureau of Indian Affairs maintains a list of all federally recognized tribal governments and makes final determination of the inventory federal AIRs. The Census Bureau recognizes federal reservations (and associated off-reservation trust lands) as territory over which American Indian tribes have primary governmental authority. American Indian reservations can be legally described as colonies, communities, Indian colonies, Indian communities, Indian rancheria, Indian reservations, Indian villages, pueblos, rancherias, ranches, reservations, reserves, settlements, or villages. The Census Bureau contacts representatives of American Indian tribal governments to identify the boundaries for federal reservations through its annual Boundary and Annexation Survey. Federal reservations may cross state and all other area boundaries.State (state AIRs) are reservations established by some state governments for tribes recognized by the state. A governor-appointed state liaison provides the names and boundaries for state-recognized American Indian reservations to the Census Bureau. State reservations must be defined within a single state, but may cross county and other types of boundaries. To further identify and differentiate state-recognized American Indian areas from those that are federally recognized, the text, "(state)" is appended to the AIR name.Off-Reservation Trust Lands are areas for which the United States holds title in trust for the benefit of a tribe (tribal trust land) or for an individual American Indian (individual trust land). Trust lands can be alienated or encumbered only by the owner with the approval of the Secretary of the Interior or his/her authorized representative. Trust lands may be located on or off a reservation; however, the Census Bureau tabulates data only for off-reservation trust lands with the off-reservation trust lands always associated with a specific federally recognized reservation and/or tribal government. As for federally recognized reservations, the Census Bureau obtains the boundaries of off-reservation trust lands from American Indian tribal governments through its annual Boundary and Annexation Survey. The Census Bureau recognizes and tabulates data for reservations and off-reservation trust lands because American Indian tribes have primary governmental authority over these lands. The Census Bureau does not identify fee land (or land in fee simple status) or restricted fee lands as specific geographic areas.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.3886/e238557
title: HIFLD Open Agricultural Minerals Operations

description: This map layer includes agricultural minerals operations in the United States. The data represent commodities covered by the Minerals Information Team (MIT) of the U.S. Geological Survey. The mineral operations are plants and (or) mines surveyed by the MIT and considered currently active in 2003. This is a replacement for the June 2004 map layer. The data is legacy and not expected to be updated. The data should be displayed and analyzed at scales appropriate for 1:2,000,000-scale data.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025
DOI: 10.15468/dl.5gs9vv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista sagittalis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040818-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/5en9-eqtp-ej0f
title: RSMAS CWRF 4km nest with GFS Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF model (using GFS initial boundary conditions) forecast imagery over the Western Pacific Ocean with the 4km nest around the tropical cyclone. Products include rain rate and sea level pressure (large and storm scale), 500mb heights/RH, reflectivity at the storm scale, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds (large and storm scale). Products are available during limited tropical cyclone cases every 6 hours to 96 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.3886/e238557v1
title: HIFLD Open Agricultural Minerals Operations

description: This map layer includes agricultural minerals operations in the United States. The data represent commodities covered by the Minerals Information Team (MIT) of the U.S. Geological Survey. The mineral operations are plants and (or) mines surveyed by the MIT and considered currently active in 2003. This is a replacement for the June 2004 map layer. The data is legacy and not expected to be updated. The data should be displayed and analyzed at scales appropriate for 1:2,000,000-scale data.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025
DOI: 10.15468/dl.6bg569
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista sagittalis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040819-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/w41c-chd3-h00v
title: RSMAS CWRF 12km with GFS Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF 12km model (using GFS initial boundary conditions) forecast imagery over the Western Pacific Ocean. Products include rain rate and sea level pressure, 500mb heights/RH, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds. Products are available every 6 hours to 120 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.5281/zenodo.17247790
title: Multitrack MUSDB18: MedleyDB Subset

description: A subset of the MUSDB18 dataset, sourced from MedleyDB, was reestimated to obtain the individual stem contribution. Note that this was estimated at the MedleyDB stem level and not at the MedleyDB raw level. 

For a MUSDB stem that consists of only one MedleyDB stem, the MUSDB stem itself is copied over directly, and the SNR is marked as "80 dB" in the table. In practice, this just means that the SNR is infinity. The mixture SNR is still the real computed value, since no tracks consist of all four stems that are singletons. 

For the most part, the tracks were summed over directly using time-invariant gain estimation. For some of the tracks, the bass signals were actually filtered. I suspect that there is also filtering for tracks that have an SNR lower than 50 dB on some stems as well.

We will perform the estimation from the raw data later, as it's a lot more complicated.
DOI: 10.5281/zenodo.17247791
title: Multitrack MUSDB18: MedleyDB Subset

description: A subset of the MUSDB18 dataset, sourced from MedleyDB, was reestimated to obtain the individual stem contribution. Note that this was estimated at the MedleyDB stem level and not at the MedleyDB raw level. 

For a MUSDB stem that consists of only one MedleyDB stem, the MUSDB stem itself is copied over directly, and the SNR is marked as "80 dB" in the table. In practice, this just means that the SNR is infinity. The mixture SNR is still the real computed value, since no tracks consist of all four stems that are singletons. 

For the most part, the tracks were summed over directly using time-invariant gain estimation. For some of the tracks, the bass signals were actually filtered. I suspect that there is also filtering for tracks that have an SNR lower than 50 dB on some stems as well.

We will perform the estimation from the raw data later, as it's a lot more complicated.
DOI: 10.26023/wr4s-4dpb-ks0b
title: RSMAS CWRF 12km with ECMWF Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF 12km model (using ECMWF initial boundary conditions) forecast imagery over the Western Pacific Ocean. Products include rain rate and sea level pressure, 500mb heights/RH, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds. Products are available during limited tropical cyclone cases every 6 hours to 120 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.15468/dl.xzu2hz
title: Occurrence Download

description: A dataset containing 21227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mauritia flexuosa"
 ]
}

 The dataset includes 21227 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040820-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/w4db-s7aw-vd0v
title: RSMAS CWRF 4km nest with ECMWF Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF model (using ECMWF initial boundary conditions) forecast imagery over the Western Pacific Ocean with the 4km nest around the tropical cyclone. Products include rain rate and sea level pressure, 500mb heights/RH, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds. Products are available during limited tropical cyclone cases every 6 hours to 120 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.15139/s3/bfrg4h
title: Data for publication "Seeing What Sticks: Anchoring Capabilities of Moieties for Use in Cell-Conveyed Therapeutics"

description: Data generated for the publication of "Seeing What Sticks: Anchoring Capabilities of Moieties for Use in Cell-Conveyed Therapeutics"
DOI: 10.26023/r06j-mzn2-tf0b
title: RSMAS CWRF 1.3km nest with ECMWF Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF model (using ECMWF initial boundary conditions) forecast imagery over the Western Pacific Ocean with the 1.3 km nest around the tropical cyclone. Products include rain rate and sea level pressure (large and storm scale), 500mb heights/winds, reflectivity at the storm scale, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds (large and storm scale). Products are available during limited tropical cyclone cases every 6 hours to 96 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.5281/zenodo.17253094
title: Bibliographic dataset - Detection of relief changes on mountain hiking trails

description: This dataset contains a bibliographic compilation of 31 scientific articles addressing relief changes on hiking trails in mountainous areas.

Each entry includes: title, authors, year of publication, journal, and DOI. The dataset was prepared as part of a literature review on methodolical trends and challenges.

The dataset can be used as a reference resource for researchers studying soil erosion, geomorphology, and sustainable trail management.
DOI: 10.5281/zenodo.17253095
title: Bibliographic dataset - Detection of relief changes on mountain hiking trails

description: This dataset contains a bibliographic compilation of 31 scientific articles addressing relief changes on hiking trails in mountainous areas.

Each entry includes: title, authors, year of publication, journal, and DOI. The dataset was prepared as part of a literature review on methodolical trends and challenges.

The dataset can be used as a reference resource for researchers studying soil erosion, geomorphology, and sustainable trail management.
DOI: 10.15139/s3/myzqyp
title: Collaboratory of AIDS Researchers for Eradication (CARE)

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.26023/v2ph-s516-z50g
title: RSMAS CWRF 12km with JMA Initial Condition Forecast Imagery. Version 1.0

description: This data set contains RSMAS CWRF 12km model (using JMA initial boundary conditions) forecast imagery over the Western Pacific Ocean. Products include rain rate and sea level pressure, 500mb heights/RH, sea surface temperature and anomaly, 250-850mb wind shear, and surface winds. Products are available during limited tropical cyclone cases every 6 hours to 72 hours. These images were developed by the University of Miami RSMAS and are in gif format.
DOI: 10.15468/dl.kq58mu
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lembotropis nigricans",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040821-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mqqjt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lembotropis nigricans",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040823-250920141307145/datasets/export for details.