cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3qqdzm
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio dubitabilis C.Jeffrey & Y.L.Chen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 476 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258131-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6faxfc
title: Occurrence Download

description: A dataset containing 1837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buteo platypterus (Vieillot, 1823)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175227-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78sxuz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Cedrela odorata Blanco)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140590-220831081235567/datasets/export for details.
DOI: 10.15468/dl.javuvg
title: Occurrence Download

description: A dataset containing 36975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is USA.5.19_1",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 36975 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175240-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trzk7q
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasiurus intermedius H.Allen, 1862",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 216 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117105-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33xne7
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pistacia palaestina Boiss."
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117106-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsvut7
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dothistroma septosporum (Dorogin) M.Morelet, Onygena corvina Alb. & Schwein.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 565 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163816-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc5afu
title: Occurrence Download

description: A dataset containing 4999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Descolea Singer, 1952"
 ]
}

 The dataset includes 4999 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0434521-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zggjdg
title: Occurrence Download

description: A dataset containing 2691949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-118.98633 18.91668,-94.93945 18.91668,-94.93945 33.84487,-118.98633 33.84487,-118.98633 18.91668))",
 "HasGeospatialIssue is false",
 "Year 2020-2022"
 ]
}

 The dataset includes 2691949 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175237-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rggpq6
title: Occurrence Download

description: A dataset containing 50348 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "TaxonKey is Melanotis Bonaparte, 1850",
 "Year 1980-2021"
 ]
}

 The dataset includes 50348 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175244-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q2f4b
title: Occurrence Download

description: A dataset containing 179661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tyrannus melancholicus Vieillot, 1819"
 ]
}

 The dataset includes 179661 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069096-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umb93k
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Microchilus procerus (Schltr.) Ormerod"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069178-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28204676
title: Labour market analysis Italy Sweden 071023.R

description: Econometric analysis on R of Italian and Sweden labour market dynamics, 2001-2021
DOI: 10.6084/m9.figshare.28204676.v1
title: Labour market analysis Italy Sweden 071023.R

description: Econometric analysis on R of Italian and Sweden labour market dynamics, 2001-2021
DOI: 10.15468/dl.tw3dux
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Specimens from the National Herbarium of Trinidad and Tobago",
 "Geometry POLYGON((-71.7947 20.29934,-73.26133 20.1353,-74.31306 19.47918,-74.92094 18.58184,-74.67007 17.84852,-72.94292 17.22134,-70.48245 17.1924,-68.19567 17.78098,-67.93515 19.12217,-68.74565 19.83619,-70.64648 20.34758,-71.7947 20.29934))"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069180-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyyfjj
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.3_1",
 "Geometry POLYGON((-97.82379 55.74407,-97.83242 55.73916,-97.82332 55.7328,-97.8353 55.72957,-97.83914 55.73328,-97.85364 55.72621,-97.85412 55.72082,-97.86514 55.72262,-97.87389 55.71519,-97.87269 55.71123,-97.87653 55.7062,-97.86382 55.70847,-97.84681 55.70871,-97.83686 55.70476,-97.83242 55.70883,-97.81696 55.70128,-97.82463 55.69349,-97.80629 55.68148,-97.77469 55.71125,-97.76347 55.71125,-97.76921 55.72195,-97.77678 55.72039,-97.77835 55.73005,-97.78879 55.72717,-97.78644 55.71777,-97.8089 55.71099,-97.82482 55.7196,-97.81151 55.73266,-97.80106 55.74388,-97.81751 55.73135,-97.81699 55.73736,-97.82274 55.73814,-97.82379 55.74407))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset's 11 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069166-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tkzuu
title: Occurrence Download

description: A dataset containing 16644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus velutina Lam."
 ]
}

 The dataset includes 16644 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069179-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7924/r4ms3zq0q
title: Data and scripts from: Migratory shorebird response to non-tidal wetland dynamics at an internationally important inland Pacific Flyway stopover

description: The objectives of this study are to characterize broad and fine scale-habitat variability at inland shorebird stopover wetlands, and to assess the response of shorebirds to habitat availability changes over 20+ years. Inland wetlands, particularly flood-irrigated rice, are not as well studied as coastal areas, and there is little understanding of their seasonal and interannual variability, and the implications for the future of these charismatic birds. We focus on spring migration (March May), when these resources are most critical for migratory birds. The Sacramento Valley is site of International Importance for shorebirds and is ideally suited for this analysis; the valley hosts a diversity of wetlands, including 95% of California’s rice production, and shorebirds have been monitored consistently here for 20 years. We address the following questions: 1) What has been the contemporary distribution, and variability of inundation across the Sacramento Valley during spring? 2) To what extent does flooded habitat extent vary within and between different wetland types? 3) How have shorebirds responded to changes in broad and fine-scale habitat fluctuations? We captured broad-scale habitat (inundation extent) approximately every 16 days during using Landsat satellite imagery from 1984 to 2015. Field data collection was targeted to fill knowledge gaps with regard to wetland contours and water depth variation within different wetland types. We used a stratified random sampling approach to select a representative set of 23 managed wetlands in Sacramento National Wildlife Refuge Complex. To measure finescale habitat variation, we mapped refuge wetland topography (1-3cm vertical accuracy), and deployed capacitance sensors to monitor water depth at refuge wetlands from March 2015 - May 2016. Limited water depth measurements were also collected in rice fields using ibutton thermocron temperature sensors in the spring of 2015. Water depth records were used to map suitable habitat (water depth<10cm) within mapped wetlands; we also used historical Landsat inundation maps to interpolate water depth going back to 1996 to analyze long-term habitat suitability patterns for mapped wetlands. To analyze the drivers of habitat availability and the influence of broad and fine-scale habitat availability on shorebird use at refuge wetlands, we used a generalized joint attribute modelling (GJAM) aproach. We analyzed the effects of climate, water availability, and water management.
DOI: 10.15468/dl.txhqtn
title: Occurrence Download

description: A dataset containing 16835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Specimens from the National Herbarium of Trinidad and Tobago",
 "Geometry POLYGON((-61.23399 10.92748,-61.35773 10.89717,-61.78955 10.80374,-61.77188 10.65475,-61.65066 10.55879,-61.85016 10.29363,-61.98652 10.06888,-61.88551 10.02343,-61.32238 9.98807,-60.93854 10.03605,-60.90571 10.28606,-60.94359 10.54364,-60.78954 10.87192,-61.23399 10.92748))"
 ]
}

 The dataset includes 16835 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069181-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10984716
title: ATELIER. QoE and Net.KPIs for On-Demand video transmission in Mobile Networks (emu.) part 1

description: This dataset contains all the raw (and processed) information for thousands of experiments that transfer a video on-demand from a core network to a UE emulated through SRSRan inside docker containers. The dataset contains both the network statistics but also the evaluation of the QoE through VMAF for each experiment. In total, 3 different videos has been used with different characteristics and different network impairments has been applied.

First part. Please download both parts of raw logs before unzipping.

The logs contain network KPI information collected during the transfer of a video-stream using FFMpeg from the core net to a UE using SRS-RAN.Each experiment contains the full logs with the full network traces, for a total of more than 4000 experiments.The transferred and received videos are excluded due to the total weight.

For a more detailed explanation on how the dataset has been generated, please refer to the associated article and GitHub repository.Title of the article: “ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning”.
DOI: 10.5281/zenodo.10984857
title: ATELIER. QoE and Net.KPIs for On-Demand video transmission in Mobile Networks (emu.) part 2

description: This dataset contains all the raw (and processed) information for thousands of experiments that transfer a video on-demand from a core network to a UE emulated through SRSRan inside docker containers. The dataset contains both the network statistics but also the evaluation of the QoE through VMAF for each experiment. In total, 3 different videos has been used with different characteristics and different network impairments has been applied.

Second part. Please download both parts of raw logs before unzipping.

The logs contain network KPI information collected during the transfer of a video-stream using FFMpeg from the core net to a UE using SRS-RAN.Each experiment contains the full logs with the full network traces, for a total of more than 4000 experiments.The transferred and received videos are excluded due to the total weight.

For a more detailed explanation on how the dataset has been generated, please refer to the associated article and GitHub repository.Title of the article: “ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning”.
DOI: 10.5281/zenodo.10984858
title: ATELIER. QoE and Net.KPIs for On-Demand video transmission in Mobile Networks (emu.) part 2

description: This dataset contains all the raw (and processed) information for thousands of experiments that transfer a video on-demand from a core network to a UE emulated through SRSRan inside docker containers. The dataset contains both the network statistics but also the evaluation of the QoE through VMAF for each experiment. In total, 3 different videos has been used with different characteristics and different network impairments has been applied.

Second part. Please download both parts of raw logs before unzipping.

The logs contain network KPI information collected during the transfer of a video-stream using FFMpeg from the core net to a UE using SRS-RAN.Each experiment contains the full logs with the full network traces, for a total of more than 4000 experiments.The transferred and received videos are excluded due to the total weight.

For a more detailed explanation on how the dataset has been generated, please refer to the associated article and GitHub repository.Title of the article: “ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning”.
DOI: 10.5281/zenodo.10984715
title: ATELIER. QoE and Net.KPIs for On-Demand video transmission in Mobile Networks (emu.) part 1

description: This dataset contains all the raw (and processed) information for thousands of experiments that transfer a video on-demand from a core network to a UE emulated through SRSRan inside docker containers. The dataset contains both the network statistics but also the evaluation of the QoE through VMAF for each experiment. In total, 3 different videos has been used with different characteristics and different network impairments has been applied.

First part. Please download both parts of raw logs before unzipping.

The logs contain network KPI information collected during the transfer of a video-stream using FFMpeg from the core net to a UE using SRS-RAN.Each experiment contains the full logs with the full network traces, for a total of more than 4000 experiments.The transferred and received videos are excluded due to the total weight.

For a more detailed explanation on how the dataset has been generated, please refer to the associated article and GitHub repository.Title of the article: “ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning”.
DOI: 10.15468/dl.3kws6r
title: Occurrence Download

description: A dataset containing 3806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Coeligena prunellei (Bourcier, 1843)"
 ]
}

 The dataset includes 3806 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069182-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw6zsy
title: Occurrence Download

description: A dataset containing 794295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Celypha striana (Denis & Schiffermüller), 1775, Chionodes electella (Zeller, 1839), Chrysoteuchia culmella Linnaeus, 1758, Clostera pigra (Hufnagel, 1766), Cnephasia incertana (Treitschke, 1835), Cnephasia stephensiana (Doubleday, 1850), Coleophora flavipennella (Duponchel, 1843), Coleophora lutipennella Zeller, 1838, Colotois pennaria (Linnaeus, 1761), Conistra erythrocephala (Denis & Schiffermüller), 1775, Cosmia trapezina (Linnaeus, 1758), Crocallis elinguaria (Linnaeus, 1758), Cucullia umbratica (Linnaeus, 1758), Cymatophorina diluta (Denis & Schiffermüller), 1776, Dioryctria abietella (Denis & Schiffermüller), 1775)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 794295 records from 742 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069169-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13379713
title: Supporting data for "Northwestern European arthropod life histories and ecological traits"

description: These are the raw data and code that were used to create the dataset "Northwestern European arthropod life histories and ecological traits" on GBIF (https://www.gbif.org/dataset/a684ca81-66f3-4d38-863e-463f79220f03).

For a more detailed description of this dataset and its purpose, see the manuscript by Logghe et al. (2024): https://doi.org/10.1101/2024.12.17.628846.

The dataset published on GBIF resulted from merging the raw datasets found in "Raw datasets.7z" with each other and with the realised thermal niche data found in "Calculating thermal niches.7z".

"Calculating thermal niches.7z" contains data files on realised thermal niches, calculated by overlaying species distribution data derived from GBIF with WorldClim climate data in QGIS. Every order has its own separate txt file, with estimations of mean, minimum and maximum temperature niche for every species. Additionally, the ZIP file contains the code that was used for downloading GBIF occurences in R and calculating the thermal niches in QGIS.

"Raw datasets.7z" contains raw datasets for every order. Within each dataset, one row contains trait data derived for a single species from a single source. This means that the same species might occur multiple times within the dataset. A metadata file is provided to explain the different columns.

"Merging raw datasets.Rmd" is the R script that was used to merge all raw datasets with each other and with the calculated thermal niches, resulting in the "Northwestern European arthropod life histories and ecological traits" dataset on GBIF.