cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qh8yzz
title: Occurrence Download

description: A dataset containing 1423232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protozoa"
 ]
}

 The dataset includes 1423232 records from 2729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175552-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/rubin/2570330
title: Legacy Survey of Space and Time Data Preview 1: visit_detector_table dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets. This dataset is a subset of the full data release consisting of the visit_detector_table dataset type. These are per-detector visit metadata. This release contains 1 dataset of this type.
DOI: 10.71929/rubin/2570332
title: Legacy Survey of Space and Time Data Preview 1: ss_source dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the ss_source dataset type. These are instantaneous physical parameters for moving objects at the time of every observation. This release contains 1 dataset of this type.
DOI: 10.71929/rubin/2570333
title: Legacy Survey of Space and Time Data Preview 1: SSSource searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of a searchable catalog named SSSource. This catalog contains instantaneous physical parameters for moving objects at the time of every observation. This catalog contains 5,988 rows with 23 columns.
DOI: 10.15468/dl.ttvk2j
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis lanceolata Benth."
 ]
}

 The dataset includes 157 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081740-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv4uuf
title: Occurrence Download

description: A dataset containing 22459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 22459 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081741-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/rubin/2570334
title: Legacy Survey of Space and Time Data Preview 1: ss_object dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the ss_object dataset type. These are derived parameters for moving objects. This release contains 1 dataset of this type.
DOI: 10.48577/jpl.gxtpb4
title: Assessment of Spatial Autocorrelation and Scalability in Fine-Scale Wildfire Random Forest Prediction Models

description: Wildfire prediction models that can be applied across diverse regions at fine scales (&lt; 100 m) are critical for wildfire management. Remote sensing offers a path forward by providing heterogeneous and dynamic measurements of fuel load, type, and flammability. Machine learning methods such as random forests provide an empirical framework that are high-accuracy, computationally efficient, interpretable and able to model complex ecological relationships. Here we use high resolution (70 m, every 3 to 5 days) remote sensing observations of evapotranspiration and evaporative stress index, which represent plant water stress, from Ecosystem Spaceborne Thermal Radiometer on Space Station (ECOSTRESS), as well as topography and weather data, to predict burn severity and occurrence for 8 large wildfires that burned 3,715 km2 from 2021 and 2022 in New Mexico, USA. These fires ranged from low to high burn intensity, and covered a diverse range of ecoregions (deserts, grasslands, forests), plant species, and topographies. We used a single model to predict the burn severity of all wildfires one week before occurrence. The prediction accuracy was greatest when using all predictors (ECOSTRESS, weather, topography) (R2 = 0.77). We assessed the role of spatial autocorrelation in driving model performance by: 1) increasing the sample spacing of our dataset, 2) introducing new predictors that represent spatial structure in the data, and 3) training our model on half the fires and predicting the other half of the fires. We found that after increasing sample spacing, model accuracy declined. However, we found declines in model accuracy were more impacted by decreased training set size compared to the distance spacing – indicating that the models are likely accurately capturing fine-scale processes. Scalability of random forest models was also found to be more challenging for regression problems but was accurate for classification of burned pixel occurrence (total pixel accuracy of 67 %). These results provide promising results for application of random forest models to predict fine-scale fire severity and occurrence with applications for fire management.
DOI: 10.71929/rubin/2570335
title: Legacy Survey of Space and Time Data Preview 1: SSObject searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of a searchable catalog named SSObject. This catalog contains derived parameters for moving objects. This catalog contains 431 rows with 3 columns.
DOI: 10.15468/dl.4pb4j7
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytalopus iraiensis Bornschein, Reinert & Pichorim, 1998"
 ]
}

 The dataset includes 423 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081742-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7twxh
title: Occurrence Download

description: A dataset containing 10845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Merops bulocki Vieillot, 1817",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 10845 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081743-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/rubin/2570331
title: Legacy Survey of Space and Time Data Preview 1: CcdVisit searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets. This dataset is a subset of the full data release consisting of a searchable catalog named CcdVisit. This catalog contains per-detector visit metadata. This catalog contains 16,071 rows with 50 columns.
DOI: 10.71929/rubin/2570329
title: Legacy Survey of Space and Time Data Preview 1: Visit searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets. This dataset is a subset of the full data release consisting of a searchable catalog named Visit. This catalog contains metadata, including dates and filters for every visit. This catalog contains 1,786 rows with 15 columns.
DOI: 10.48577/jpl.ehqkc7
title: THE NASA-ISRO SAR Mission

description: The National Aeronautics and Space Administration(NASA) in the United States and the Indian Space ResearchOrganisation (ISRO) have developed the NASA-ISRO SyntheticAperture Radar (NISAR) mission, planned for launch in 2025.The mission will use synthetic aperture radar to map Earth solidsurfaces every 12 days, persistently on ascending and descendingportions of the orbit, over all land and ice. The mission’s primaryobjectives will be to study Earth land and ice deformation,and ecosystems, in areas of common interest to the US andIndian science communities. This single observatory solution withL-band (24 cm wavelength) and S-band (9.4 cm wavelength)imaging radars has a swath of over 240 km at 5-10 m resolution,using full polarimetry where needed. The data will be processedto a suite of products in radar-specific and geographic coordinatestailored to the needs of each science discipline. The productsuite is designed to be analysis-ready and will be freely andopenly available. To achieve these unprecedented capabilities,both radars use a reflector-feed system, whereby the feed apertureelements are individually sampled to allow a scan-on-receivecapability at both L-band and S-band. The project is preparingfor launch at integration and test facilities in India. The launchwill take place at the Satish Dhawan Space Centre in Indiaon ISRO’s Geosynchronous Launch Vehicle (GSLV) Mark II.NISAR will be launched into a sun-synchronous polar orbit at748 km altitude with an exact twelve-day repeat cycle. This articlesummarizes the mission, the science, the measurements, and plansfor commissioning and early operations.
DOI: 10.15468/dl.9wqvt6
title: Occurrence Download

description: A dataset containing 32135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theba pisana (O.F.Müller, 1774)"
 ]
}

 The dataset includes 32135 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081744-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15777192
title: Dataset for manuscript: Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts

description: This repository provides processed datasets used in the manuscript "Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts."

For more information and citations, see:

Ali, J., Wahl, T., Morim, J. et al. Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts. npj Nat. Hazards 2, 19 (2025). https://doi.org/10.1038/s44304-025-00076-5
DOI: 10.5281/zenodo.15777191
title: Dataset for manuscript: Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts

description: This repository provides processed datasets used in the manuscript "Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts."

For more information and citations, see:

Ali, J., Wahl, T., Morim, J. et al. Multivariate compound events drive historical floods and associated losses along the U.S. East and Gulf coasts. npj Nat. Hazards 2, 19 (2025). https://doi.org/10.1038/s44304-025-00076-5
DOI: 10.48577/jpl.8kzvhv
title: Liquid crystal polymer optical vortex phase masks for ultraviolet 1 wavelengths

description: Liquid crystal materials for making vector vortex waveplates for ultraviolet wavelengths have been investigated. Both an appropriate alignment material and a polymerizable liquid crystal monomer that is stable in thin layers have been found. These materials were used to manufacture both uniform half-wave plates and vector vortex waveplates for ultraviolet wavelengths. A laser line focus was used to write the vortex waveplates on a rotating substate. We describe two of our fabricated monochromatic vector vortex waveplates with measured half-wave wavelengths of 353 nm and 325 nm. These waveplates show good geometric vortex patterns all the way down to central defect regions as small as 2.2 microns. While these initial masks were designed for single wavelength operation in order to first investigate materials and establish fabrication feasibility, it should next be possible to make broadband ultraviolet vortex masks using familiar multilayer techniques. Such broadband ultraviolet vortex masks could be of interest for coronagraphic exoplanet observations at ultraviolet wavelengths.
DOI: 10.15468/dl.vc3gzz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla indica (Andrews) Th.Wolf",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081746-250525065834625/datasets/export for details.
DOI: 10.15468/dl.enctkr
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla indica (Andrews) Th.Wolf",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 242 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081745-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htfp7m
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla indica (Andrews) Th.Wolf",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 123 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081747-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12333194
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.as87rg
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Anolis krugi Peters, 1877"
 ]
}

 The dataset includes 668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081748-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u75qk5
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ENGIE | Monitoramento de fauna do Conjunto Eólico Serra do Assuruá – Mamíferos Voadores"
 ]
}

 The dataset includes 170 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081749-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pnczf
title: Occurrence Download

description: A dataset containing 2638357905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen)",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate reprojected, Country derived from coordinates, Continent derived from country, Continent derived from coordinates, Taxon match higher rank, Taxon match fuzzy, Recorded date unlikely, Recorded date invalid, Recorded date mismatch, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Type status invalid, Identified date invalid, Modified date invalid)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2638357905 records from 48956 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081606-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.1.1143.3122
title: Anxiety, self-esteem and self-perceived satisfaction as predictors of health: Differences between men and women
DOI: 10.25549/inscriptifact-ouc111115184
title: Temple administrative record, UT 1599-13

description: [Text Description:] Temple administrative record. ❧ [Text or Publication Number Note:] UT 1599-13 ❧ [Excavation Description:] Jokha ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Square clay tablet, pinkish-orange color, reverse has white band through middle. LABEL: "1599" in black ink, "13" in red ink (matched paint?). 4.5 x 4cm. ❧ [Physical Object Note:] Reign of Shu-Sin, fourth dynastic king.
DOI: 10.25549/inscriptifact-ouc111113551
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.gb2um8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zaglossus attenboroughi Flannery & Groves, 1998"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0352912-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc1sto1652843
title: InscriptiFact -- an image database of inscriptions and artifacts