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

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinopoma hardwickii cystops Thomas, 1903",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 121 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpw5fr
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corybas dentatus D.L.Jones"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146329-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cph24w
title: Occurrence Download

description: A dataset listing the 2199 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Protozoa"
 ]
}

 The dataset's 2199 records were derived from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146330-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvgpza
title: Occurrence Download

description: A dataset containing 24498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 24498 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npbfep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corybas fanjingshanensis Y.X.Xiong"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146346-230224095556074/datasets/export for details.
DOI: 10.15468/dl.afwa30
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvicapra grimmia (Linnaeus, 1758)"
 ]
}

 The dataset includes 1427 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc725y
title: Occurrence Download

description: A dataset containing 3432 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fungal 18S Ribosomal RNA (SSU) RefSeq Targeted Loci Project"
 ]
}

 The dataset includes 3432 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031703-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfsdov
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of broken diatom frustules measured on water bottle samples at station PS58/046-3"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv78fn
title: Occurrence Download

description: A dataset containing 146433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-105.54153 37.99986,-104.84653 37.99986,-104.82514 38.00736,-104.82125 38.00986,-104.81736 38.01292,-104.81708 38.01319,-103.97792 39.24875,-103.97764 39.25181,-103.97764 39.25208,-104.39371 40.66875,-104.58208 41.31014,-104.61514 41.40875,-104.88125 41.65708,-105.61042 41.99792,-105.61542 41.9982,-105.62542 41.9982,-105.68597 41.98486,-105.68681 41.98458,-105.72014 41.96931,-106.14486 41.5857,-106.14514 41.58542,-106.14597 41.58458,-106.16542 41.56375,-106.30958 41.36264,-106.32042 41.27847,-106.56736 39.02958,-106.56736 39.02875,-106.42014 38.69014,-106.34125 38.51042,-106.24153 38.34653,-105.56819 38.00736,-105.56625 38.00653,-105.54153 37.99986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2017-2023"
 ]
}

 The dataset includes 146433 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146321-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwqjn4
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gibasis pulchella (Kunth) Raf."
 ]
}

 The dataset includes 528 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh4g5w
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia minor var. caespitosa (Phil.) Ulibarri & Burkart"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146335-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwu8gw
title: Occurrence Download

description: A dataset containing 2816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jabiru mycteria (Lichtenstein, 1819)"
 ]
}

 The dataset includes 2816 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004166-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4nr64
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia minor var. minor"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146342-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tbspw
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corybas expansus D.L.Jones"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146344-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dglkli
title: Occurrence Download

description: A dataset containing 3878530 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibia"
 ]
}

 The dataset includes 3878530 records from 899 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004166-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11092315
title: Datasets and modelweights for RuptureNet2D

description: Our dataset is stored in dataset.rar, while the model we prefer in the paper is in Modelweight_paper.rar. The model weights trained with 50k, 150k, and 300k data are stored in Modelweight_50k.rar, Modelweight_150k.rar, and Modelweight_300k.rar, respectively. Our Python project code is located in Rupture_Net2D-main.zip. Of course, you can also view our Python project code at https://github.com/WANGYIZI/Rupture_Net2D.

Model weights can be divided into 5 types(1, 2, 4, 6 or 8 transformers) according to the size of the weight files.
DOI: 10.5281/zenodo.11092316
title: Datasets for RuptureNet2D

description: This version is deprecated, please view the lasest version V3 10.5281/zenodo.15187742
DOI: 10.5281/zenodo.11312071
title: Datasets and modelweights for RuptureNet2D

description: This version is deprecated, please view the lasest version V3 10.5281/zenodo.15187742
DOI: 10.5281/zenodo.15187742
title: Datasets and modelweights for RuptureNet2D

description: Our dataset is stored in dataset.rar, while the model we prefer in the paper is in Modelweight_paper.rar. The model weights trained with 50k, 150k, and 300k data are stored in Modelweight_50k.rar, Modelweight_150k.rar, and Modelweight_300k.rar, respectively. Our Python project code is located in Rupture_Net2D-main.zip. Of course, you can also view our Python project code at https://github.com/WANGYIZI/Rupture_Net2D.

Model weights can be divided into 5 types(1, 2, 4, 6 or 8 transformers) according to the size of the weight files.
DOI: 10.5281/zenodo.15187771
title: Dataset of KDE+ hotspots of UVC in Alberta

description: Although roads are central to human society, they have many negative environmental impacts and create risk for traveling motorists. Our aim was to evaluate the spatiotemporal evolution of ungulate-vehicle collision (UVC) hotspots in response to major road construction. We examined two different locations and scales in the province of Alberta, Canada: (1) a highway bypass adjacent to a large city with 4.5 km of wildlife mitigation measures (wildlife fencing and two underpasses) and (2) 55 km of rural highway that was converted from a two-lane to a four-lane divided highway. Using government police collision and carcass data (2000-2021), beforeafter and control-impact analyses were used to assess changes in UVC rates. Our approach is novel in that we tested the paired use of a clustering method known as kernel density estimation plus and a spatiotemporal stepwise modification of this method to monitor UVC hotspots. By monitoring UVCs over space and time, we could identify stable vs. ephemeral UVC hotspots, a fence-end effect, and a barrier effect due to traffic volume, and we could explore hotspot stability before and after construction. The wildlife mitigation measures along the highway bypass resulted in 86% fewer UVCs compared to an unmitigated highway. At a larger scale, however, net benefits were affected by road density. The construction of a four-lane divided highway with no wildlife mitigation measures and an increase in the posted speed limit resulted in a slight increase in UVCs and the reemergence of the majority of historical UVC hotspots. Our analysis highlighted the need to incorporate wildlife considerations at a variety of scales throughout the transportation planning and mitigation evaluation process.
DOI: 10.5281/zenodo.15187772
title: Dataset of KDE+ hotspots of UVC in Alberta

description: Although roads are central to human society, they have many negative environmental impacts and create risk for traveling motorists. Our aim was to evaluate the spatiotemporal evolution of ungulate-vehicle collision (UVC) hotspots in response to major road construction. We examined two different locations and scales in the province of Alberta, Canada: (1) a highway bypass adjacent to a large city with 4.5 km of wildlife mitigation measures (wildlife fencing and two underpasses) and (2) 55 km of rural highway that was converted from a two-lane to a four-lane divided highway. Using government police collision and carcass data (2000-2021), beforeafter and control-impact analyses were used to assess changes in UVC rates. Our approach is novel in that we tested the paired use of a clustering method known as kernel density estimation plus and a spatiotemporal stepwise modification of this method to monitor UVC hotspots. By monitoring UVCs over space and time, we could identify stable vs. ephemeral UVC hotspots, a fence-end effect, and a barrier effect due to traffic volume, and we could explore hotspot stability before and after construction. The wildlife mitigation measures along the highway bypass resulted in 86% fewer UVCs compared to an unmitigated highway. At a larger scale, however, net benefits were affected by road density. The construction of a four-lane divided highway with no wildlife mitigation measures and an increase in the posted speed limit resulted in a slight increase in UVCs and the reemergence of the majority of historical UVC hotspots. Our analysis highlighted the need to incorporate wildlife considerations at a variety of scales throughout the transportation planning and mitigation evaluation process.
DOI: 10.15468/dl.pn2he4
title: Occurrence Download

description: A dataset containing 160695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvilagus Gray, 1867"
 ]
}

 The dataset includes 160695 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025719-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p4fda2
title: Coleópteros del País Vasco - Sistema de Información de la Naturaleza de Euskadi

description: Recopilación de las citas de coleópteros de las familias Cerambycidae, Lucanidae y Cetoniidae para la Comunidad Autónoma del País Vasco existentes en la literatura científico-técnica y registros propios de la Sociedad de Ciencias Aranzadi.
DOI: 10.5281/zenodo.14043014
title: Outdoor Navigation Dataset

description: Dataset for outdoor navigation, containing labelled 1251 640x640 images in an urban setup, with the following labels:  'Crosswalk', 'Pedestrian', 'Ramp', 'Road', 'Sidewalk'.

The format for the annotations is YOLO format for segmentation.
DOI: 10.5281/zenodo.14043015
title: Outdoor Navigation Dataset

description: Dataset for outdoor navigation, containing labelled 1251 640x640 images in an urban setup, with the following labels:  'Crosswalk', 'Pedestrian', 'Ramp', 'Road', 'Sidewalk'.

The format for the annotations is YOLO format for segmentation.
DOI: 10.6084/m9.figshare.25940956.v9
title: RAGProbe: An Automated Approach for Evaluating RAG Pipelines

description: This contains the dataset of the manual execution results of evaluation scenarios, the list of RAG repositories, the automatic generation of question answer pairs and execution of evaluation scenarios across 5 open-source RAG pipelines using our approach and RAGAS approach, and automation scripts for generating question-answer pairs and execution of generated questions across the selected RAG pipelines.
DOI: 10.15468/dl.wfm887
title: Occurrence Download

description: A dataset containing 323161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-10-11",
 "EventDate is less than or equal to 2024-11-10",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 323161 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025655-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zxhw9
title: Occurrence Download

description: A dataset containing 12369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-77.27142 8.52858,-78.52577 1.27299,-71.58004 -4.33746,-65.24917 3.84705,-72.98895 11.36262,-77.27142 8.52858))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iguana iguana (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 12369 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025762-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n63gf2
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chaetophractus villosus (Desmarest, 1804)",
 "Year 2000-2024"
 ]
}

 The dataset includes 841 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025763-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s59t2u
title: Occurrence Download

description: A dataset containing 11301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Martes martes (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 11301 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025767-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79q2q9
title: Occurrence Download

description: A dataset containing 57286 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish Specimens"
 ]
}

 The dataset includes 57286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025764-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em2hzk
title: Occurrence Download

description: A dataset containing 3824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-77.27142 8.52858,-78.52577 1.27299,-71.58004 -4.33746,-65.24917 3.84705,-72.98895 11.36262,-77.27142 8.52858))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iguana iguana (Linnaeus, 1758)",
 "Year 2020-2024"
 ]
}

 The dataset includes 3824 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025765-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14043030
title: RAM Legacy Stock Assessment Database v4.66

description: RAM Legacy Stock Assessment Database version 4.66
DOI: 10.5281/zenodo.14043031
title: RAM Legacy Stock Assessment Database v4.66

description: RAM Legacy Stock Assessment Database version 4.66
DOI: 10.15468/dl.h2hyqa
title: Occurrence Download

description: A dataset containing 14163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is one of (Acer circinatum Pursh, Ceanothus tomentosus Parry, Agave parryi Engelm.)"
 ]
}

 The dataset includes 14163 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025768-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy48dn
title: Occurrence Download

description: A dataset containing 6811 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Collembola - SMNG"
 ]
}

 The dataset includes 6811 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008211-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9qazn
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia glaucocarpa Maiden & Blakely"
 ]
}

 The dataset includes 482 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032325-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny7f88
title: Occurrence Download

description: A dataset containing 4155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "Geometry POLYGON((-131.10334 16.10848,-53.92969 16.10848,-53.92969 53.34782,-131.10334 53.34782,-131.10334 16.10848))",
 "TaxonKey is Bromus tectorum L."
 ]
}

 The dataset includes 4155 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041906-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0u07qf
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllostachys aurea (André) Rivière & C.Rivière"
 ]
}

 The dataset includes 1041 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008211-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzy8ae
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isodon glutinosus (C.Y.Wu & H.W.Li) H.Hara"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032304-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmwr4j
title: Occurrence Download

description: A dataset containing 2963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Hydrurga leptonyx (de Blainville, 1820)"
 ]
}

 The dataset includes 2963 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016220-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.