cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qq7upx
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinidia arguta",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010425-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vv8cj
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Harttia torrenticola)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010427-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65q6h5
title: Occurrence Download

description: A dataset containing 49131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leistes militaris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 49131 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010426-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73hcbn
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllostachys edulis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 497 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010428-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz8szh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schinus terebinthifolia",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010429-250802193616735/datasets/export for details.
DOI: 10.15468/dl.hsf5tp
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118 44,-101 44,-101 55,-118 55,-118 44))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amelanchier alnifolia"
 ]
}

 The dataset includes 707 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010430-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkfz2m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.15_2",
 "Geometry POLYGON((-144.50560 -9.21320,-38.49440 -9.21320,-38.49440 33.21320,-144.50560 33.21320,-144.50560 -9.21320))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centruroides edwardsii",
 "Year 2025-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010431-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/qlnrkl
title: Replication Data for:

description: test
DOI: 10.15468/dl.6w7zv2
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla polyschista",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010433-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12671338
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.zw7q6v
title: Occurrence Download

description: A dataset containing 21590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leistes bellicosus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 21590 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010432-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqrxsb
title: Occurrence Download

description: A dataset containing 5094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118 44,-101 44,-101 55,-118 55,-118 44))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus virginiana"
 ]
}

 The dataset includes 5094 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010434-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/37c52e96-24ea-67ce-e063-7086abc05f29
title: The GEBCO_2025 Grid - a continuous terrain model for oceans and land at 15 arc-second intervals

description: The GEBCO_2025 Grid is a global continuous terrain model for ocean and land with a spatial resolution of 15 arc seconds. In regions largely outside of the Arctic and Southern Ocean areas, the grid uses as a base Version 2.7 of the SRTM15_plus data set (Tozer et al., 2019). This data set is a fusion of land topography with measured and estimated seafloor topography. Included on top of this base grid are gridded bathymetric data sets developed by the four Regional Centers of The Nippon Foundation-GEBCO Seabed 2030 Project. The GEBCO_2025 Grid represents all data within the 2025 compilation. The compilation of the GEBCO_2025 Grid was carried out at the Seabed 2030 Global Center, hosted at the National Oceanography Centre, UK, with the aim of producing a seamless global terrain model. Outside of Polar regions, the Regional Centers provide their data sets as sparse grids i.e. only grid cells that contain data are populated. These data sets were included on to the base using a 'remove-restore' blending procedure. This is a two-stage process of computing the difference between the new data and the base grid and then gridding the difference and adding the difference back to the existing base grid. The aim is to achieve a smooth transition between the new and base data sets with the minimum of perturbation of the existing base data set. The data sets supplied in the form of complete grids (primarily areas north of 60N and south of 50S) were included using feather blending techniques from GlobalMapper software. The GEBCO_2025 Grid has been developed through the Nippon Foundation-GEBCO Seabed 2030 Project. This is a collaborative project between the Nippon Foundation of Japan and the General Bathymetric Chart of the Oceans (GEBCO). It aims to bring together all available bathymetric data to produce the definitive map of the world ocean floor by 2030 and make it available to all. Funded by the Nippon Foundation, the four Seabed 2030 Regional Centers include the Southern Ocean - hosted at the Alfred Wegener Institute (AWI), Germany; Pacific Ocean - hosted at the National Institute of Water and Atmospheric Research (NIWA), New Zealand; Atlantic and Indian Oceans - hosted at the Lamont-Doherty Earth Observatory (LDEO), Columbia University, USA; Arctic and North Pacific Oceans - jointly hosted at Stockholm University, Sweden and the Center for Coastal and Ocean Mapping at the University of New Hampshire, USA.
DOI: 10.15468/dl.b4euqh
title: Occurrence Download

description: A dataset containing 814 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 {
 "or" : [
 "InstitutionKey is not null",
 "CollectionKey is not null"
 ]
 },
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Living Specimen, Material citation)"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Tropaeolum [GBIF Backbone Taxonomy])",
 "InstitutionKey is one of (1be3aa67-8f90-4309-92f4-bd55426a8c09)"
 ]
 }
 ]
}

 The dataset includes 814 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010436-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2fx8c0
title: CCDC 2261492: Experimental Crystal Structure Determination

description: Related Article: Kun Zhu,  Obadiah Reid,  Sylvie Rangan,  Li Wang,  Jingbai Li,  Kevin Antony Jesu Durai,  Kang Zhou,  Nasir Javed,  Leila Kasaei,  Chongqing Yang,  Mingxing Li,  Yue Sun,  Kui Tan,  Mircea Cotlet,  Yi Liu,  Leonard C. Feldman,  Deirdre M. O’Carroll,  Kai Zhu,  Jing Li|2025|Nature (London)|643|1246|doi:10.1038/s41586-025-09257-8
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.16737590
title: Halo8: a dataset of chemical reaction pathways incorporating halogen chemistry

description: # Halo8 Database

Halo8 is a ASE-based database containing total 20,116,288 structures, each with properties computed by DFT.

You can directly access the common properties below with the following code:

CoordinatesEnergyForce

```pythonfrom ase.db import connect

db_path = 'your/path/to/db'

with connect(db_path) as db:    for row in db.select():        atoms = row.toatoms()            coords = atoms.get_positions()        # Coordinates        energy = atoms.get_potential_energy() # Energy        forces = atoms.get_forces()           # Force```

All of the extra properties below are stored in row.data and can be accessed by their keys:

dand_idHOMO_idxHOMO_levelLUMO_idxLUMO_levelMulliken_chargesLowdin_chargesDipole_momentNuclear_repulsion_energyElectronic_energyOne_electron_energyTwo_electron_energyExchange_energyCorrelation_energyDispersion_correction

```python from ase.db import connect

db_path = 'your/path/to/db'

with connect(db_path) as db:    for row in db.select():        your_property = row.data['keys_for_property'] ```
DOI: 10.5281/zenodo.16737589
title: Halo8: a dataset of chemical reaction pathways incorporating halogen chemistry

description: # Halo8 Database

Halo8 is a ASE-based database containing total 20,116,288 structures, each with properties computed by DFT.

You can directly access the common properties below with the following code:

CoordinatesEnergyForce

```pythonfrom ase.db import connect

db_path = 'your/path/to/db'

with connect(db_path) as db:    for row in db.select():        atoms = row.toatoms()            coords = atoms.get_positions()        # Coordinates        energy = atoms.get_potential_energy() # Energy        forces = atoms.get_forces()           # Force```

All of the extra properties below are stored in row.data and can be accessed by their keys:

dand_idHOMO_idxHOMO_levelLUMO_idxLUMO_levelMulliken_chargesLowdin_chargesDipole_momentNuclear_repulsion_energyElectronic_energyOne_electron_energyTwo_electron_energyExchange_energyCorrelation_energyDispersion_correction

```python from ase.db import connect

db_path = 'your/path/to/db'

with connect(db_path) as db:    for row in db.select():        your_property = row.data['keys_for_property'] ```
DOI: 10.15468/dl.7kbkta
title: Occurrence Download

description: A dataset containing 1328 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conger myriaster"
 ]
}

 The dataset includes 1328 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010435-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/pvolor
title: Supplementary Material
title: Replication data for Battle-Winning Command Teams: The characteristics of successful British Army command teams in major combat operations

description: This supplementary material comprises the replication dataset—GMETs, R scripts, raw data, and methods—required to reproduce and build upon the research presented in Colonel David Batty's (2025) Battle-Winning Command Teams: the Characteristics of Successful British Army Command Teams in Major Combat Operations.
DOI: 10.15468/dl.gbgy76
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is one of (COL.15_2, COL.15.34_2)",
 "Geometry POLYGON((-110.80336 -10.72792,-47.19664 -10.72792,-47.19664 14.72792,-110.80336 14.72792,-110.80336 -10.72792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tityus pachyurus",
 "Year 2025-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010437-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17866/rd.salford.4004406
title: Rollator movement IMU data - simulated urban environment

description: This is an initial study to characterise rollator
movement. An inertial measurement unit (IMU) was used to measure the motion of
the rollator and analytical approaches were developed to extract features
characterising the rollator movement, properties of the surface, and push
events. The analytics were tested in two situations, firstly a healthy
participant used a rollator in a laboratory using a motion capture system to
obtain ground truth. Secondly the IMU was used to measure the movement of a
rollator being used by a user with multiple sclerosis (MS) on a flat surface,
cross-slope, up and down slopes, and up and down a step <br>The dataset of inertial measurement unit is comprised of two straight-lighting walking trials (file 000 and 001), three trials on a 4% crossslope (file 003-005), four trials on a 6% ramp (file 006-009) and four trials over a 80mm step (file 010-013) performed by an multiple sclerosis participant using a rollator in an simulated urban environment in a lab. The raw data were in txt format recorded by Xsens Swinda and subsequently analysed using a bespoke MATLAB script to calculate the distance travelled and property surfaces.
DOI: 10.17866/rd.salford.4004406.v1
title: Rollator movement IMU data - simulated urban environment

description: This is an initial study to characterise rollator
movement. An inertial measurement unit (IMU) was used to measure the motion of
the rollator and analytical approaches were developed to extract features
characterising the rollator movement, properties of the surface, and push
events. The analytics were tested in two situations, firstly a healthy
participant used a rollator in a laboratory using a motion capture system to
obtain ground truth. Secondly the IMU was used to measure the movement of a
rollator being used by a user with multiple sclerosis (MS) on a flat surface,
cross-slope, up and down slopes, and up and down a step <br>The dataset of inertial measurement unit is comprised of two straight-lighting walking trials (file 000 and 001), three trials on a 4% crossslope (file 003-005), four trials on a 6% ramp (file 006-009) and four trials over a 80mm step (file 010-013) performed by an multiple sclerosis participant using a rollator in an simulated urban environment in a lab. The raw data were in txt format recorded by Xsens Swinda and subsequently analysed using a bespoke MATLAB script to calculate the distance travelled and property surfaces.
DOI: 10.5517/ccdc.csd.cc2jcbkt
title: CCDC 2334596: Experimental Crystal Structure Determination

description: Related Article: Pranesh Kavin Sekar, Anandaraj Pennamuthiriyan, Ramesh Rengan|2025|J.Org.Chem.|90|9845|doi:10.1021/acs.joc.5c00821
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: 10.15468/dl.mrw9u8
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leonardina woodi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 423 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010438-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jyc51
title: CCDC 2351913: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jyc62
title: CCDC 2351914: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jyc73
title: CCDC 2351915: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jyc84
title: CCDC 2351916: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jyc95
title: CCDC 2351917: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jycb6
title: CCDC 2351918: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jycc7
title: CCDC 2351919: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jycd8
title: CCDC 2351920: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.cc2jycf9
title: CCDC 2351921: Experimental Crystal Structure Determination

description: Related Article: Liang Yu, Shenfang Li, Xin Zhou, Bochun Zhang, Kang Zhou, Qibin Xia, Sujing Wang, Jing Li, Hao Wang|2025|Nature Chemistry|17|1207|doi:10.1038/s41557-025-01836-6
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.