cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.um72v7
title: Occurrence Download

description: A dataset containing 68945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America, Oceania, Africa, Asia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis L."
 ]
}

 The dataset includes 68945 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093617-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bpy2g
title: Occurrence Download

description: A dataset containing 14035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.44_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camptostoma imberbe P.L.Sclater, 1857"
 ]
}

 The dataset includes 14035 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093683-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdgskf
title: Occurrence Download

description: A dataset containing 15803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes japonicus (Theobald, 1901)"
 ]
}

 The dataset includes 15803 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093686-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g6bzy
title: Occurrence Download

description: A dataset containing 93929 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex sempervirens Vill."
 ]
}

 The dataset includes 93929 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093621-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2kpmg
title: Occurrence Download

description: A dataset containing 19349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera graveolens (Kunth) Triana & Planch."
 ]
}

 The dataset includes 19349 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093687-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2m03z00g
title: Game Camera Footage of Beaver-Impacted Streams on the Baldwin Peninsula, Alaska, August 2023-April 2024

description: ### Access

Data files can be accessed and downloaded from the directory via: [https://arcticdata.io/data/10.18739/A2M03Z00G](https://arcticdata.io/data/10.18739/A2M03Z00G)

### Overview

Emergence of beavers as ecosystem engineers in the New Arctic project focuses on establishing field sites at tundra beaver ponds to study the implications of beaver engineering on ecosystems. We established three game camera sites at beaver-impacted streams on the Baldwin Peninsula from August 2023-April 2024. We aimed to collect information regarding ice formation phenology, overflow dynamics, and wildlife interactions. Two cameras were deployed adjacent to beaver dams, and another was deployed at a "control" site in a part of a stream that remains unimpacted by beavers. Cameras were set in a hybrid setting, collecting images through timelapse and trigger settings. Two cameras (Moultrie brand) lost power in early December, and one (Bushnell brand) maintained power over the entire study period. Cameras captured ice formation dynamics in early fall, as well as a series of overflow events. From this rudimentary data set, we did not detect differences in ice formation between ponds and the control site. We were also able to detect a dam bursting event following an August rain storm, which beavers did not repair before winter. Cameras captured a variety of wildlife, including red foxes, moose, brown bears, Canada geese, green-winged teal, and, of course, beavers.
DOI: 10.15468/dl.zujcsq
title: Occurrence Download

description: A dataset containing 311452 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 2024-05-31",
 "EventDate is less than or equal to 2024-06-30",
 {
 "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 311452 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093529-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yqush
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holocentrum binotatum Quoy & Gaimard, 1834"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093688-240506114902167/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.21391449
title: <i>Cannabis sativa</i> L. (Pink pepper) Annotation Data Set

description: This research is a project to breed medicinal hemp (<i>Cannabis sativa</i> L.) varieties in Korea and promote domestic industrialization of hemp.
DOI: 10.5517/ccdc.csd.cc2jp0x5
title: CCDC 2343907: Experimental Crystal Structure Determination

description: Related Article: Hannah E. Hackney, Dmytro F. Perepichka|2024|Org.Lett.|26|5125|doi:10.1021/acs.orglett.4c01548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jp0y6
title: CCDC 2343908: Experimental Crystal Structure Determination

description: Related Article: Hannah E. Hackney, Dmytro F. Perepichka|2024|Org.Lett.|26|5125|doi:10.1021/acs.orglett.4c01548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jp1lw
title: CCDC 2343928: Experimental Crystal Structure Determination

description: Related Article: Dooyoung Kim, Thomas S. Teets|2024|J.Am.Chem.Soc.|146|16848|doi:10.1021/jacs.4c05180
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jp1mx
title: CCDC 2343929: Experimental Crystal Structure Determination

description: Related Article: Dooyoung Kim, Thomas S. Teets|2024|J.Am.Chem.Soc.|146|16848|doi:10.1021/jacs.4c05180
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jp1ny
title: CCDC 2343930: Experimental Crystal Structure Determination

description: Related Article: Dooyoung Kim, Thomas S. Teets|2024|J.Am.Chem.Soc.|146|16848|doi:10.1021/jacs.4c05180
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjkb
title: CCDC 2344392: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjlc
title: CCDC 2344393: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjmd
title: CCDC 2344394: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjnf
title: CCDC 2344395: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjpg
title: CCDC 2344396: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4s6
title: CCDC 2344988: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4t7
title: CCDC 2344989: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4v8
title: CCDC 2344990: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4w9
title: CCDC 2344991: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jxbg8
title: CCDC 2350930: Experimental Crystal Structure Determination

description: Related Article: Hannah E. Hackney, Dmytro F. Perepichka|2024|Org.Lett.|26|5125|doi:10.1021/acs.orglett.4c01548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpjj9
title: CCDC 2344391: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4q4
title: CCDC 2344986: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dl056
title: CCDC 2221837: Experimental Crystal Structure Determination

description: Related Article: Léa Valla, Delphine Pitrat, Jean-Christophe Mulatier, Tangui Le Bahers, Erwann Jeanneau, Lamiaa M. A. Ali, Christophe Nguyen, Magali Gary-Bobo, Chantal Andraud, Yann Bretonnière|2024|J.Org.Chem.|89|8407|doi:10.1021/acs.joc.4c00232
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jq4r5
title: CCDC 2344987: Experimental Crystal Structure Determination

description: Related Article: Vinu V. Panikkattu, Boris B. Averkiev, Christer B. Aakeröy|2024|Cryst.Growth Des.|24|4889|doi:10.1021/acs.cgd.4c00464
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.12104348
title: Vision-Transformer, ViT, model validation dataset

description: The U.S. cotton industry is highly concerned with removing plastic contamination from cotton lint. A major source of this contamination is the plastic used to wrap cotton modules produced by John Deere round module harvesters. A machine-vision detection and removal system has been developed to address this problem, using low-cost color cameras to detect plastic in the cotton stream and remove it. However, the system requires a lot of calibration and is difficult for cotton gin workers to operate due to its reliance on custom machine-vision classifier running on low-cost ARM computers running Linux. This research aims to make the system more user-friendly by adding an auto-calibration feature that can track cotton colors and avoid plastic images, reducing the need for skilled personnel to operate the system and making it easier for the cotton ginning industry to adopt. This image dataset was created to validate several Vision-Transformer, ViT, AI models that in combination provides the key enabling technology for the auto-calibration code.
description: Each image was hand-classed into one of four classes {cotton, empty-tray, plastic, hand-intrusion}.  In the original dataset there were over 6000 hand-classed images.  A few were removed as it was unclear from visual inspection as to which class the image should belong to and was classed as non-determinant, "ND".  The ND images were omitted from this dataset. So this data provides a high quality training or validation image dataset.  Images were collected at three commercial cotton gins in the 2023 cotton ginning season with one gin in mid-west, one in south and one in W. Texas; all in the U.S.A.
DOI: 10.5281/zenodo.12104349
title: Vision-Transformer, ViT, model validation dataset

description: The U.S. cotton industry is highly concerned with removing plastic contamination from cotton lint. A major source of this contamination is the plastic used to wrap cotton modules produced by John Deere round module harvesters. A machine-vision detection and removal system has been developed to address this problem, using low-cost color cameras to detect plastic in the cotton stream and remove it. However, the system requires a lot of calibration and is difficult for cotton gin workers to operate due to its reliance on custom machine-vision classifier running on low-cost ARM computers running Linux. This research aims to make the system more user-friendly by adding an auto-calibration feature that can track cotton colors and avoid plastic images, reducing the need for skilled personnel to operate the system and making it easier for the cotton ginning industry to adopt. This image dataset was created to validate several Vision-Transformer, ViT, AI models that in combination provides the key enabling technology for the auto-calibration code.
description: Each image was hand-classed into one of four classes {cotton, empty-tray, plastic, hand-intrusion}.  In the original dataset there were over 6000 hand-classed images.  A few were removed as it was unclear from visual inspection as to which class the image should belong to and was classed as non-determinant, "ND".  The ND images were omitted from this dataset. So this data provides a high quality training or validation image dataset.  Images were collected at three commercial cotton gins in the 2023 cotton ginning season with one gin in mid-west, one in south and one in W. Texas; all in the U.S.A.
DOI: 10.15468/dl.r5pe49
title: Occurrence Download

description: A dataset containing 73827 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Lithobates catesbeianus (Shaw, 1802))"
 ]
}

 The dataset includes 73827 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093640-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgfmm4
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-83.51927 7.11208,-76.57003 7.11208,-76.57003 9.89055,-83.51927 9.89055,-83.51927 7.11208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ateles geoffroyi Kuhl, 1820"
 ]
}

 The dataset includes 529 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093695-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c56t0h72z
title: MassIVE MSV000095147 - GNPS - Scripps Pier Time Series 2024
title: Non-targeted LC-MS/MS analysis of PPL extracts from dissolved organic matter at the Scripps Pier. Positive and Negative mode data.
DOI: 10.15468/dl.47zvt6
title: Occurrence Download

description: A dataset containing 280596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygonatum multiflorum (L.) All.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 280596 records from 1514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093532-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.