cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mqp7c4
title: Occurrence Download

description: A dataset containing 1966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Swietenia mahagoni, Swietenia mahagoni, Swietenia mahagoni)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1966 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015869-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vj226
title: Occurrence Download

description: A dataset containing 3473 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Euonymus atropurpureus)"
 ]
}

 The dataset includes 3473 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015871-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17341609
title: Sol Software Cosmology Data

description: The working dataset for the Sol Software Interactive Cosmology project, created from 5 timesteps of the tutorial changa dataset (ref: 10.5281/zenodo.5155466). The data consists of:



CSV, a format suitable for digestion into the DataReader script within the Sol Software platform. 

Binary, a format suitable for storing the data in a smaller footprint while encoding the same data as the CSVs.


This data has been uploaded for the purposes of sharing with the DECO3801 teaching for marking / submission of the Sol Software platform.
DOI: 10.5281/zenodo.17341610
title: Sol Software Cosmology Data

description: The working dataset for the Sol Software Interactive Cosmology project, created from 5 timesteps of the tutorial changa dataset (ref: 10.5281/zenodo.5155466). The data consists of:



CSV, a format suitable for digestion into the DataReader script within the Sol Software platform. 

Binary, a format suitable for storing the data in a smaller footprint while encoding the same data as the CSVs.


This data has been uploaded for the purposes of sharing with the DECO3801 teaching for marking / submission of the Sol Software platform.
DOI: 10.5281/zenodo.17345127
title: CRISPResso2 CD33 editing analysis

description: For CD33 editing analysis, genomic DNA isolated from the FACS sorted T, B, NK and myeloid cells were PCR amplified at the CD33 targeted site, followed by deep sequencing of the amplicons using the MiSeq System (Illumina). Small insertions and deletions (InDels) generated by CRISPR/Cas9 editing for each amplicon were analyzed using a bioinformatics analysis pipeline based on CRISPResso2 and the frequencies of all InDels were combined and reported as percent editing.
DOI: 10.5281/zenodo.17345128
title: CRISPResso2 CD33 editing analysis

description: For CD33 editing analysis, genomic DNA isolated from the FACS sorted T, B, NK and myeloid cells were PCR amplified at the CD33 targeted site, followed by deep sequencing of the amplicons using the MiSeq System (Illumina). Small insertions and deletions (InDels) generated by CRISPR/Cas9 editing for each amplicon were analyzed using a bioinformatics analysis pipeline based on CRISPResso2 and the frequencies of all InDels were combined and reported as percent editing.
DOI: 10.15468/dl.zsx49u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 60,-110 60,-110 70,-120 70,-120 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015872-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.13375884
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Stephen Thorpe, http://www.wikidata.org/entity/Q25674067. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q25674067
DOI: 10.5281/zenodo.17345227
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Stephen Thorpe, http://www.wikidata.org/entity/Q25674067. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q25674067
DOI: 10.15468/dl.6vmee7
title: Occurrence Download

description: A dataset containing 4775 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix dasyclados"
 ]
}

 The dataset includes 4775 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015873-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kju597
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taia polyzonata",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015874-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fe49z
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Athene cunicularia [GBIF Backbone Taxonomy])",
 "InstitutionCode is one of (MCZ)"
 ]
 }
 ]
}

 The dataset includes 443 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015875-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55pnp3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-130 60,-120 60,-120 70,-130 70,-130 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015877-251009101135966/datasets/export for details.
DOI: 10.15468/dl.kjepff
title: Occurrence Download

description: A dataset containing 11813 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix eriocephala"
 ]
}

 The dataset includes 11813 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015876-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95995c
title: Occurrence Download

description: A dataset containing 1108560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1108560 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015844-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xje2j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((10 -70,20 -70,20 -60,10 -60,10 -70))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015878-251009101135966/datasets/export for details.
DOI: 10.15468/dl.4w8rq6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((20 -70,30 -70,30 -60,20 -60,20 -70))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015879-251009101135966/datasets/export for details.
DOI: 10.15468/dl.p2gzzf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-140 60,-130 60,-130 70,-140 70,-140 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015880-251009101135966/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13375456
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.a66k46
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 -70,40 -70,40 -60,30 -60,30 -70))"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015882-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vmrn7
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Euonymus carnosus)"
 ]
}

 The dataset includes 1055 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015883-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2aws62
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suaeda nudiflora, Suaeda nudiflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015884-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3a46r3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 60,-140 60,-140 70,-150 70,-150 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015885-251009101135966/datasets/export for details.
DOI: 10.15468/dl.9msehq
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Parmotrema tinctorum"
 ]
}

 The dataset includes 256 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015886-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ercy55
title: Occurrence Download

description: A dataset containing 1412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix sachalinensis"
 ]
}

 The dataset includes 1412 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015887-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhp6h2
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is DMNH",
 "TaxonKey is Athene cunicularia"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015888-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16582321
title: Shape Analysis for Upper Extremity

description: This results of the paper "A Shape-Based Functional Index for Objective Assessment of Pediatric Motor Function" can be replicated using this de-identified data. For usage instruction see https://github.com/BarnesLab/UExtendPLOS
DOI: 10.5281/zenodo.16757630
title: Shape Analysis for Upper Extremity

description: This results of the paper "A Shape-Based Functional Index for Objective Assessment of Pediatric Motor Function" can be replicated using this de-identified data. For usage instruction see https://github.com/BarnesLab/UExtendPLOS
DOI: 10.6084/m9.figshare.29905919
title: Scaling Digital Twin Models

description: pi_terms.xlsx : This file contains the dimensionless term sets generated from the parameters defined in Eq. (10). The parameters are as follows:<br>F_c : F_21, magnitude of the joint reaction force at the joint connecting Link B and the bucket. F_l : F_21, magnitude of the joint reaction force at the joint connecting the Main Arm and the bucket.Pf_c : Pf_tilt, magnitude of the force from the hydraulic cylinder tilting the bucket.Pf_s : Pf_lift, magnitude of the force from the hydraulic cylinder lifting the mechanism. a : a_1, linear acceleration at the center of mass of the combined bucket and load body.alpha : alpha_1 angular acceleration at the center of mass of the combined bucket and load body. m : mass of the combined bucket and load bodyx : x component of the center of mass of the combined bucket and load body z : z component of the center of mass of the combined bucket and load body<br>Since Eq. (10) includes nine parameters, each dimensionless set contains six parameters. Accordingly, each of the six rows in the Excel file corresponds to one dimensionless number within that set. The numerical values assigned to each parameter in a row represent the respective exponents of those parameters. Rows 2–7 correspond to the first dimensionless term set, rows 8–13 to the second set, and so forth. For example, in the first row of each set, where F_c is assigned 1, F_l is assigned -1, and the rest of the parameters are assigned 0, corresponds to the dimensionless number F_c/F_l. <br>High_Correlation_PiTermSet.xlsx : This file includes the evaluated values of the dimensionless term set with the highest correlation identified from pi_terms.xlsx. Each column corresponds to one dimensionless number within the chosen set, and each row represents a datapoint of the training dataset. The data used to evaluate the values of these dimensionless numbers were obtained from the digital twin simulations of the wheel loader.<br>Models_data.xlsx : This file contains the data used to generate Fig. 12, which compares the performance of all scaling models against the direct application of the Buckingham Pi theorem when scaling down to the miniature wheel loader.
DOI: 10.6084/m9.figshare.29905919.v2
title: Scaling Digital Twin Models

description: pi_terms.xlsx : This file contains the dimensionless term sets generated from the parameters defined in Eq. (10). The parameters are as follows:<br>F_c : F_21, magnitude of the joint reaction force at the joint connecting Link B and the bucket. F_l : F_21, magnitude of the joint reaction force at the joint connecting the Main Arm and the bucket.Pf_c : Pf_tilt, magnitude of the force from the hydraulic cylinder tilting the bucket.Pf_s : Pf_lift, magnitude of the force from the hydraulic cylinder lifting the mechanism. a : a_1, linear acceleration at the center of mass of the combined bucket and load body.alpha : alpha_1 angular acceleration at the center of mass of the combined bucket and load body. m : mass of the combined bucket and load bodyx : x component of the center of mass of the combined bucket and load body z : z component of the center of mass of the combined bucket and load body<br>Since Eq. (10) includes nine parameters, each dimensionless set contains six parameters. Accordingly, each of the six rows in the Excel file corresponds to one dimensionless number within that set. The numerical values assigned to each parameter in a row represent the respective exponents of those parameters. Rows 2–7 correspond to the first dimensionless term set, rows 8–13 to the second set, and so forth. For example, in the first row of each set, where F_c is assigned 1, F_l is assigned -1, and the rest of the parameters are assigned 0, corresponds to the dimensionless number F_c/F_l. <br>High_Correlation_PiTermSet.xlsx : This file includes the evaluated values of the dimensionless term set with the highest correlation identified from pi_terms.xlsx. Each column corresponds to one dimensionless number within the chosen set, and each row represents a datapoint of the training dataset. The data used to evaluate the values of these dimensionless numbers were obtained from the digital twin simulations of the wheel loader.<br>Models_data.xlsx : This file contains the data used to generate Fig. 12, which compares the performance of all scaling models against the direct application of the Buckingham Pi theorem when scaling down to the miniature wheel loader.
DOI: 10.6084/m9.figshare.29905919.v1
title: Scaling Digital Twin Models

description: Dataset for the paper Scaling Digital Twin Models
DOI: 10.15468/dl.xqwtde
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amerianna carinata",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015889-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tb54c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-160 60,-150 60,-150 70,-160 70,-160 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015890-251009101135966/datasets/export for details.
DOI: 10.15468/dl.978y77
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((40 -70,50 -70,50 -60,40 -60,40 -70))"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015892-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rexspq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((50 -70,60 -70,60 -60,50 -60,50 -70))"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015893-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we6heh
title: Occurrence Download

description: A dataset containing 1427224 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1427224 records from 660 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015778-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0ac-qk1-91b
title: †Apachella Winters, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0x6-z19-62s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76q-4l0-11f
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8rm-n7x-mls
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3h-ws1-p5h
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71q-nx6-zqf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evc-va3-54p
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zba-qjy-a8v
title: Calymene

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w4a-x0y-b3t
title: †Frondicularia angusta (Nilsson, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.