cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9scp37
title: Occurrence Download

description: A dataset containing 1607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (National Mammal Atlas Project, online recording, MammalWeb records, Living with Mammals survey, Mammal records from Britain from the Atlas of Mammals (1993), with some subsequent records, Mammal Mapper App Sighting Records, Mammal Records (West Wales), Miscellaneous records held on the Cofnod database, North East Scotland Terrestrial Mammals 1900-2017 (excluding squirrels, wild cats and marine mammals), BRERC species records from all years at full resolution excluding Notable Species within the last 10 years)",
 "Geometry POLYGON((-0.91642 51.22221,-0.69541 51.07488,0.08497 51.10359,0.01504 51.33958,-0.52685 51.4994,-0.91642 51.22221))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 1607 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025780-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9puxk4
title: Occurrence Download

description: A dataset containing 52629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-72.70451 42.48879,-66.12141 42.48879,-66.12141 47.82721,-72.70451 47.82721,-72.70451 42.48879))",
 "HasGeospatialIssue is false",
 "TaxonKey is Setophaga striata",
 "Year 2011-2025"
 ]
}

 The dataset includes 52629 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025726-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e232764
title: Data and Code for: The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility

description: This repository contains data and code for replicating "The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility." In that paper, we construct a public atlas of mean outcomes in adulthood by childhood Census tract. Outcomes vary sharply across neighborhoods: for children whose parents earn $27,000, the standard
deviation of mean household income in adulthood is $10,420 across tracts within counties. Only
half the variation in outcomes is explained by traditional measures of neighborhood opportunity like poverty rates. Experimental and quasi-experimental estimates indicate that 60% of the
variation in outcomes across neighborhoods is driven by causal effects. We demonstrate how
our statistics can be applied to better target policies to improve low-opportunity areas and help
families move to affordable high-opportunity areas.
DOI: 10.3886/e232764v1
title: Data and Code for: The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility

description: This repository contains data and code for replicating "The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility." In that paper, we construct a public atlas of mean outcomes in adulthood by childhood Census tract. Outcomes vary sharply across neighborhoods: for children whose parents earn $27,000, the standard
deviation of mean household income in adulthood is $10,420 across tracts within counties. Only
half the variation in outcomes is explained by traditional measures of neighborhood opportunity like poverty rates. Experimental and quasi-experimental estimates indicate that 60% of the
variation in outcomes across neighborhoods is driven by causal effects. We demonstrate how
our statistics can be applied to better target policies to improve low-opportunity areas and help
families move to affordable high-opportunity areas.
DOI: 10.15468/dl.3hynh8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halocoryza arenaria"
 ]
}

 The dataset includes 15 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025779-251120083545085/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/13976056
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.653jus
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((148.199 -8.290915, 148.127999 -8.296474, 148.05874 -8.313015999999999, 147.992923 -8.340134000000001, 147.932165 -8.377164, 147.877959 -8.423194000000001, 147.831638 -8.477096, 147.794344 -8.537544, 147.766997 -8.603054, 147.750276 -8.672014000000001, 147.744597 -8.742728, 147.750107 -8.813454, 147.766675 -8.882452000000001, 147.793901 -8.948021000000001, 147.831117 -9.008544000000001, 147.877411 -9.062528, 147.931644 -9.108641, 147.99248 -9.145745, 148.058418 -9.172922, 148.12783 -9.189501999999999, 148.199 -9.195074, 148.27017 -9.189501999999999, 148.339582 -9.172922, 148.40552 -9.145745, 148.466356 -9.108641, 148.520589 -9.062528, 148.566883 -9.008544000000001, 148.604099 -8.948021000000001, 148.631325 -8.882452000000001, 148.647893 -8.813454, 148.653403 -8.742728, 148.647724 -8.672014000000001, 148.631003 -8.603054, 148.603656 -8.537544, 148.566362 -8.477096, 148.520041 -8.423194000000001, 148.465835 -8.377164, 148.405077 -8.340134000000001, 148.33926 -8.313015999999999, 148.270001 -8.296474, 148.199 -8.290915))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025783-251120083545085/datasets/export for details.
DOI: 10.15468/dl.bgvh6n
title: Occurrence Download

description: A dataset containing 9611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynorkis"
 ]
}

 The dataset includes 9611 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk95aj
title: Occurrence Download

description: A dataset containing 1929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.15_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora"
 ]
}

 The dataset includes 1929 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025781-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14262136
title: Federation of Vehicular Data in Smart Villages with Socioeconomic Information

description: We present a dataset tailored for monitoring vehicle activity in a rural environment, specifically the Barranco de Poqueira region, covering the municipalities of Pampaneira, Bubión, and Capileira within the Sierra Nevada National Park, Granada, Spain. The dataset is generated by four Hikvision License Plate Recognition (LPR) cameras, capturing vehicle entries and exits in each village. To enrich the dataset, we include additional contextual details such as vacation calendars, vehicle origins, and socio-demographic information. Spanning from February 2022 to August 2023, the dataset is organized into three files: one with raw data directly from the cameras, another aggregated at the visit level with contextual information, and a third aggregated by vehicles with context details. With potential applications in mobility studies, urban planning, tourism, and socio-demographic analysis, the dataset is structured into three distinct files, encompassing a total of 43 different variables.

The RAW_SMART_POQUEIRA.csv file contains information about 4 variables: num_plate_ID, camera_ID, date, and direction.

The file VEHICLES_SMART_POQUEIRA.csv contains information about 33 variables: num_plate_ID, visit_time, distance, num_holiday, num_workday, num_high_season, num_low_season, entry_in_high_season, entry_in_holiday, nights, visits_dif_weeks, visits_dif_months, total_entries, avg_visit, std_visit, avg_nights, std_nights, avg_holiday, std_holiday, avg_workday, std_workday, avg_high_season, std_high_season, avg_low_season, std_low_season, route, country, km_to_dest, population, avg_gross_income, avg_disposable_income, autonomous_community, and province.

The file VISITS_SMART_POQUEIRA.csv contains information about 26 variables: num_plate_ID, entry_cam, entry_date, entry_time, exit_cam, exit_date, exit_time, visit_time, route, distance, num_holiday, num_workday, num_high_season, num_low_season, nights, visits_dif_weeks, visits_dif_months, entry_in_holiday, entry_in_high_season, country, km_to_dest, population, avg_gross_income, avg_disposable_income, autonomous_community,  and province.
description: This publication is part of the project "Thematic Center on Mountain Ecosystem & Remote sensing, Deep learning-AI e-Services University of Granada-Sierra Nevada'' (LifeWatch-2019-10-UGR-01), which has been co-funded by the Ministry of Science and Innovation through the FEDER funds from the Spanish Pluriregional Operational Program 2014-2020 (POPE), LifeWatch-ERIC action line. The project has also been co-financed by the Provincial Council of Granada.
DOI: 10.5281/zenodo.10245474
title: Federation of Vehicular Data in Smart Villages with Socioeconomic Information

description: We present a dataset tailored for monitoring vehicle activity in a rural environment, specifically the Barranco de Poqueira region, covering the municipalities of Pampaneira, Bubión, and Capileira within the Sierra Nevada National Park, Granada, Spain. The dataset is generated by four Hikvision License Plate Recognition (LPR) cameras, capturing vehicle entries and exits in each village. To enrich the dataset, we include additional contextual details such as vacation calendars, vehicle origins, and socio-demographic information. Spanning from February 2022 to August 2023, the dataset is organized into three files: one with raw data directly from the cameras, another aggregated at the visit level with contextual information, and a third aggregated by vehicles with context details. With potential applications in mobility studies, urban planning, tourism, and socio-demographic analysis, the dataset is structured into three distinct files, encompassing a total of 43 different variables.

The RAW_SMART_POQUEIRA.csv file contains information about 4 variables: num_plate_ID, camera_ID, date, and direction.

The file VEHICLES_SMART_POQUEIRA.csv contains information about 33 variables: num_plate_ID, visit_time, distance, num_holiday, num_workday, num_high_season, num_low_season, entry_in_high_season, entry_in_holiday, nights, visits_dif_weeks, visits_dif_months, total_entries, avg_visit, std_visit, avg_nights, std_nights, avg_holiday, std_holiday, avg_workday, std_workday, avg_high_season, std_high_season, avg_low_season, std_low_season, route, country, km_to_dest, population, avg_gross_income, avg_disposable_income, autonomous_community, and province.

The file VISITS_SMART_POQUEIRA.csv contains information about 26 variables: num_plate_ID, entry_cam, entry_date, entry_time, exit_cam, exit_date, exit_time, visit_time, route, distance, num_holiday, num_workday, num_high_season, num_low_season, nights, visits_dif_weeks, visits_dif_months, entry_in_holiday, entry_in_high_season, country, km_to_dest, population, avg_gross_income, avg_disposable_income, autonomous_community,  and province.
description: This publication is part of the project "Thematic Center on Mountain Ecosystem & Remote sensing, Deep learning-AI e-Services University of Granada-Sierra Nevada'' (LifeWatch-2019-10-UGR-01), which has been co-funded by the Ministry of Science and Innovation through the FEDER funds from the Spanish Pluriregional Operational Program 2014-2020 (POPE), LifeWatch-ERIC action line. The project has also been co-financed by the Provincial Council of Granada.
DOI: 10.15468/dl.an3kjz
title: Occurrence Download

description: A dataset containing 132721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.29822 17.87638,-65.57305 17.89615,-65.59776 18.52394,-67.30811 18.54371,-67.29822 17.87638))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 132721 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025738-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krnstq
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario Español de Especies Terrestres (MAGRAMA)",
 "Geometry POLYGON((-5.04932 36.53413,-5.08323 36.54283,-5.06274 36.47009,-5.01587 36.49059,-5.04932 36.53413))"
 ]
}

 The dataset includes 148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025784-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw89vg
title: Occurrence Download

description: A dataset containing 8454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.43_1",
 "Month is June",
 "OccurrenceStatus is Present",
 "TaxonKey is Corvidae",
 "Year 2024-2025"
 ]
}

 The dataset includes 8454 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025785-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17711672
title: Impact of Macrocyclic Conformation on Enantiodifferentiation via Diffusion-NMR

description: This repository contains all the files necessary to reproduce the data presented in the paper “Impact of Macrocyclic Conformation on Enantiodifferentiation via Diffusion NMR.” The data are organized into several compressed folders (.zip) and include the experimental NMR acquisition files as well as the DFT-optimized molecular structures (.xyz).
DOI: 10.5281/zenodo.17803109
title: Impact of Macrocyclic Conformation on Enantiodifferentiation via Diffusion-NMR

description: This repository contains all the files necessary to reproduce the data presented in the paper “Impact of Macrocyclic Conformation on Enantiodifferentiation via Diffusion NMR.” The data are organized into several compressed folders (.zip) and include the experimental NMR acquisition files as well as the DFT-optimized molecular structures (.xyz).
DOI: 10.3929/ethz-b-000733501
title: Neural network-based global ionospheric maps
DOI: 10.13012/b2idb-3289560_v1
title: RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset with Low-Level FMCW Radar Signals (ROS bag format)

description: This dataset consists of raw ADC readings from a 3 transmitter 4 receiver 77GHz FMCW radar, together with synchronized RGB camera and depth (active stereo) measurements. 
The data is grouped into 4 distinct radar configurations:
- "indoor" configuration with range &lt;14m
- "30m" with range &lt;38m
- "50m" with range &lt;63m
- "high_res" with doppler resolution of 0.043m/s

# Related code

https://github.com/moodoki/radical_sdk

# Hardware Project Page

https://publish.illinois.edu/radicaldata
DOI: 10.17909/4ehw-j344
title: Data from Coronal lines paper
DOI: 10.15468/dl.kb5fgu
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is UK Roadkill Records",
 "Geometry POLYGON((-0.86001 51.2026,-0.75743 51.05799,0.05462 51.11484,0.08057 51.25945,-0.57821 51.49305,-0.86001 51.2026))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025787-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dumwwc
title: Occurrence Download

description: A dataset containing 2453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is March",
 "OccurrenceStatus is Present",
 "Year 1000-2002"
 ]
}

 The dataset includes 2453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025786-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmdrhe
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-74.985 -8.223913, -75.055989 -8.229473, -75.125236 -8.246015, -75.191042 -8.273134000000001, -75.251789 -8.310162999999999, -75.305986 -8.356194, -75.352299 -8.410095999999999, -75.38958599999999 -8.470545, -75.416927 -8.536054999999999, -75.433645 -8.605016000000001, -75.439322 -8.67573, -75.433813 -8.746456, -75.41724600000001 -8.815454000000001, -75.39002600000001 -8.881023000000001, -75.35281500000001 -8.941546000000001, -75.306529 -8.99553, -75.252306 -9.041643000000001, -75.191481 -9.078747, -75.125556 -9.105924, -75.056157 -9.122503999999999, -74.985 -9.128076, -74.913843 -9.122503999999999, -74.844444 -9.105924, -74.778519 -9.078747, -74.71769399999999 -9.041643000000001, -74.663471 -8.99553, -74.61718500000001 -8.941546000000001, -74.57997400000001 -8.881023000000001, -74.55275399999999 -8.815454000000001, -74.536187 -8.746456, -74.53067799999999 -8.67573, -74.536355 -8.605016000000001, -74.553073 -8.536054999999999, -74.580414 -8.470545, -74.617701 -8.410095999999999, -74.66401399999999 -8.356194, -74.718211 -8.310162999999999, -74.778958 -8.273134000000001, -74.844764 -8.246015, -74.914011 -8.229473, -74.985 -8.223913))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025788-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7t7ah
title: Occurrence Download

description: A dataset containing 11695715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ranunculaceae, Anemone nemorosa, Antennaria carpatica, Antennaria dioica, Anthemis carpatica)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11695715 records from 6984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025742-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgan2f
title: Occurrence Download

description: A dataset containing 1849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.8940149000000019 40.2715314000000006, -76.8940149000000019 40.2725608200000025, -76.8940149000000019 40.2740314300000009, -76.8940149000000019 40.2757961599999987, -76.8940149000000019 40.2772667699999971, -76.8940149000000019 40.2782961899999989, -76.8940149000000019 40.2795462099999995, -76.8940149000000019 40.2805020999999996, -76.8921828499999975 40.2805020999999996, -76.8903507999999931 40.2805020999999996, -76.8891050099999944 40.2805020999999996, -76.8866866999999985 40.2805020999999996, -76.8866866999999985 40.2793991500000033, -76.8866866999999985 40.2777814800000016, -76.8866866999999985 40.2764579299999994, -76.8866866999999985 40.2750608600000035, -76.8866866999999985 40.2738108400000030, -76.8866866999999985 40.2723402299999975, -76.8866866999999985 40.2715314000000006, -76.8880057800000003 40.2715314000000006, -76.8891050099999944 40.2715314000000006, -76.8910836200000034 40.2715314000000006, -76.8924027000000052 40.2715314000000006, -76.8940149000000019 40.2715314000000006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1849 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074346-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhueod
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.64723 24.74421,-69.35277 24.74421,-69.35277 39.25579,-105.64723 39.25579,-105.64723 24.74421))",
 "HasCoordinate is true",
 "TaxonKey is Quercus margarettae (Ashe) Small",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002904-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gyry7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Percnon planissimum (Herbst, 1804)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-14 42, 9 38, -7 26, -14 42))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012143-230828120925497/datasets/export for details.