cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15061702
title: Thunderstorm occurrence data based on environmental conditions

description: The Broadscale Thunderstorm Environment (BTE) dataset provided here covers all tropical and mid-latitude regions throughout the world on a 0.25-degree grid in longitude and latitude (from 69.25°N to 69.25°S), at 6-hourly time steps (0000, 0600, 1200 and 1800 UTC) from 1979 to 2023 (noting potential for data back to 1950 and updates as more recent years become available). It is intended to be used for broadscale analysis including of climatological features relating to thunderstorm occurrence, similar to how an earlier dataset version for the Australian region (doi.org/10.1007/s00382-020-05167-9) was used in various subsequent studies.

A novel feature of this dataset is that it was produced using spatially varying thresholds of a diagnostic, with the threshold set at each location such that the resultant data from applying the diagnostic have the same occurrence frequency as the number of observed thunderstorms (using lightning occurrence data from 2012 to 2023 as an observations-based proxy for thunderstorm occurrence at a given location and time). The use of spatially varying threshold values means that at each individual grid location the average occurrence frequency of thunderstorm environments in the BTE dataset is consistent with the average occurrence frequency of the observed thunderstorms.

The diagnostic used here is based on data for wind and for convective available potential energy (CAPE) using ERA5 reanalysis data (doi:10.1002/qj.3803). The diagnostic is calculated based on the product of (CAPE) and vertical wind shear from about 0 to 6 km above ground level (S06), with lower limits applied for CAPE ≥ 10 J/kg and S06 ≥ 10 m/s (i.e., all values lower than those limits are set equal to 10). For a given location, a time step for which a diagnostic is above its threshold value is considered indicative of the potential for thunderstorm occurrence, with the BTE dataset having a value of 1 for that time step (or a zero value if not), while noting potential for hazards to also occur at other times around this. Version v1.1 provided here uses CAPE calculated as documented in ISBN:978-1-925738-65-0 with similar CAPE trends to observations (e.g., doi:10.1038/s41612-021-00190-x), produced using the wrf-python software package (doi:10.5065/D6W094P1) to calculate CAPE from ERA5 reanalysis pressure-level data.

In addition to ERA5 reanalysis, this diagnostic method was also previously applied to an ensemble of 12 global climate models (GCMs) selected due to having suitable 6-hourly data available at the time of this method's development. Information on those data are also available in doi:10.3389/fclim.2025.1539873, with ensemble average data provided here for the historical time period 1979 to 2005, as well as noting availability for a future period of data from 2081 to 2100 under a high emissions pathway for those 12 GCMs (with the dataset not currently available based on other climate models or emissions pathways).
DOI: 10.15468/dl.6x3saw
title: Occurrence Download

description: A dataset containing 6754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((0.99429 42.51078,7.53101 42.51078,7.53101 45.12682,0.99429 45.12682,0.99429 42.51078))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tyto alba",
 "Year 2000-2025"
 ]
}

 The dataset includes 6754 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042200-250827131500795/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.25860325
title: Pharmacological data

description: https://pubmed.ncbi.nlm.nih.gov/35368349/
DOI: 10.6084/m9.figshare.25860325.v1
title: Pharmacological data

description: https://pubmed.ncbi.nlm.nih.gov/35368349/
DOI: 10.15468/dl.yhn399
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhopalomyia grossulariae Felt, 1911)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024429-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jatf6h
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Acrodictys M.B.Ellis",
 "Year is greater than or equal to 1991"
 ]
}

 The dataset includes 78 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024430-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5z8hpj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhopalomyia chrysanthemi (Ahlberg, 1939))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024431-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5b628
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Sphaeria Haller, 1768",
 "Year is greater than or equal to 1991"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024432-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8ksd7
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ternstroemia granulata Krug & Urb."
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024434-240506114902167/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.cc2f1cgb
title: CCDC 2235641: Experimental Crystal Structure Determination

description: Related Article: Jia Li, Shaozhong Ge|2024|Green Chemistry|26|6032|doi:10.1039/D4GC00220B
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.cc2j1t2h
title: CCDC 2325436: Experimental Crystal Structure Determination

description: Related Article: Yu-Kang Teng, Qian Wu, Yao Sun, Chen Wang, Rui Zhang, Zhen-Zhong Lu|2024|CrystEngComm|26|2635|doi:10.1039/D4CE00182F
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.cc2j1t3j
title: CCDC 2325437: Experimental Crystal Structure Determination

description: Related Article: Yu-Kang Teng, Qian Wu, Yao Sun, Chen Wang, Rui Zhang, Zhen-Zhong Lu|2024|CrystEngComm|26|2635|doi:10.1039/D4CE00182F
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.cc2j1t4k
title: CCDC 2325438: Experimental Crystal Structure Determination

description: Related Article: Yu-Kang Teng, Qian Wu, Yao Sun, Chen Wang, Rui Zhang, Zhen-Zhong Lu|2024|CrystEngComm|26|2635|doi:10.1039/D4CE00182F
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.cc2jb298
title: CCDC 2333379: Experimental Crystal Structure Determination

description: Related Article: Chien Ing Yeo, Huey Chong Kwong, Sang Loon Tan, Edward R. T. Tiekink|2024|CrystEngComm|26|2711|doi:10.1039/D4CE00158C
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.cc2jb2b9
title: CCDC 2333380: Experimental Crystal Structure Determination

description: Related Article: Chien Ing Yeo, Huey Chong Kwong, Sang Loon Tan, Edward R. T. Tiekink|2024|CrystEngComm|26|2711|doi:10.1039/D4CE00158C
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.cc2jb2dc
title: CCDC 2333382: Experimental Crystal Structure Determination

description: Related Article: Chien Ing Yeo, Huey Chong Kwong, Sang Loon Tan, Edward R. T. Tiekink|2024|CrystEngComm|26|2711|doi:10.1039/D4CE00158C
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.cc2jdkfy
title: CCDC 2335770: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdkk2
title: CCDC 2335774: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdkl3
title: CCDC 2335775: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdkm4
title: CCDC 2335776: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdlp7
title: CCDC 2335809: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdlq8
title: CCDC 2335810: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2jdlr9
title: CCDC 2335811: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.cc2h7rk2
title: CCDC 2301364: Experimental Crystal Structure Determination

description: Related Article: Yujun Zhu, Ruoxi Liu, Leyao Wang, Chen Chen, Yupei Zhao, Wei Guo, Zhihui Zhang|2024|CrystEngComm|26|2662|doi:10.1039/D4CE00213J
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.cc2h7rn5
title: CCDC 2301367: Experimental Crystal Structure Determination

description: Related Article: Yujun Zhu, Ruoxi Liu, Leyao Wang, Chen Chen, Yupei Zhao, Wei Guo, Zhihui Zhang|2024|CrystEngComm|26|2662|doi:10.1039/D4CE00213J
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.cc2jdlsb
title: CCDC 2335812: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.k4sqsy
title: Occurrence Download

description: A dataset containing 6114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum boerhavii L."
 ]
}

 The dataset includes 6114 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024433-240506114902167/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.cc2fy1yd
title: CCDC 2262254: Experimental Crystal Structure Determination

description: Related Article: Monia Hamdouni, Chakib Hrizi, Mohsen Ouled Mohamed Esghaier, Michael Knorr, Carsten Strohmann, Slaheddine Chaabouni|2024|CrystEngComm|26|2723|doi:10.1039/D4CE00079J
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.cc2h7rp6
title: CCDC 2301368: Experimental Crystal Structure Determination

description: Related Article: Yujun Zhu, Ruoxi Liu, Leyao Wang, Chen Chen, Yupei Zhao, Wei Guo, Zhihui Zhang|2024|CrystEngComm|26|2662|doi:10.1039/D4CE00213J
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.cc2fxy2d
title: CCDC 2262134: Experimental Crystal Structure Determination

description: Related Article: Monia Hamdouni, Chakib Hrizi, Mohsen Ouled Mohamed Esghaier, Michael Knorr, Carsten Strohmann, Slaheddine Chaabouni|2024|CrystEngComm|26|2723|doi:10.1039/D4CE00079J
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.cc2h7rl3
title: CCDC 2301365: Experimental Crystal Structure Determination

description: Related Article: Yujun Zhu, Ruoxi Liu, Leyao Wang, Chen Chen, Yupei Zhao, Wei Guo, Zhihui Zhang|2024|CrystEngComm|26|2662|doi:10.1039/D4CE00213J
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.cc2h7rm4
title: CCDC 2301366: Experimental Crystal Structure Determination

description: Related Article: Yujun Zhu, Ruoxi Liu, Leyao Wang, Chen Chen, Yupei Zhao, Wei Guo, Zhihui Zhang|2024|CrystEngComm|26|2662|doi:10.1039/D4CE00213J
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.cc2jb287
title: CCDC 2333378: Experimental Crystal Structure Determination

description: Related Article: Chien Ing Yeo, Huey Chong Kwong, Sang Loon Tan, Edward R. T. Tiekink|2024|CrystEngComm|26|2711|doi:10.1039/D4CE00158C
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.cc2jb2cb
title: CCDC 2333381: Experimental Crystal Structure Determination

description: Related Article: Chien Ing Yeo, Huey Chong Kwong, Sang Loon Tan, Edward R. T. Tiekink|2024|CrystEngComm|26|2711|doi:10.1039/D4CE00158C
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.cc2jdkdx
title: CCDC 2335769: Experimental Crystal Structure Determination

description: Related Article: Jakub Gawraczyński, Piotr J. Leszczyński, Michał K. Cyrański, Łukasz Dobrzycki, Wiktor Koźmiński, Karol J. Fijałkowski, Wojciech Grochala, Tomasz Jaroń|2024|CrystEngComm|26|2673|doi:10.1039/D4CE00210E
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.