cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc148c92
title: CCDC 1050723: Experimental Crystal Structure Determination

description: Related Article: Hiroki Fukunaga, Takafumi Yoshino, Hajime Sagayama, Jun-ichi Yamaura, Taka-hisa Arima, Wataru Kosaka, Hitoshi Miyasaka|2015|Chem.Commun.|51|7795|doi:10.1039/C5CC01633A
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/cc148cb3
title: CCDC 1050724: Experimental Crystal Structure Determination

description: Related Article: Hiroki Fukunaga, Takafumi Yoshino, Hajime Sagayama, Jun-ichi Yamaura, Taka-hisa Arima, Wataru Kosaka, Hitoshi Miyasaka|2015|Chem.Commun.|51|7795|doi:10.1039/C5CC01633A
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/cc148cc4
title: CCDC 1050725: Experimental Crystal Structure Determination

description: Related Article: Hiroki Fukunaga, Takafumi Yoshino, Hajime Sagayama, Jun-ichi Yamaura, Taka-hisa Arima, Wataru Kosaka, Hitoshi Miyasaka|2015|Chem.Commun.|51|7795|doi:10.1039/C5CC01633A
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/cc134rww
title: CCDC 1017478: Experimental Crystal Structure Determination

description: Related Article: Marco A. García-Eleno, Esteban Padilla-Mata, Fabiola Estudiante-Negrete, Francisco Pichal-Cerda, Simón Hernández-Ortega, Rubén A. Toscano, David Morales-Morales|2015|New J.Chem.|39|3361|doi:10.1039/C5NJ00052A
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/cc134rxx
title: CCDC 1017479: Experimental Crystal Structure Determination

description: Related Article: Marco A. García-Eleno, Esteban Padilla-Mata, Fabiola Estudiante-Negrete, Francisco Pichal-Cerda, Simón Hernández-Ortega, Rubén A. Toscano, David Morales-Morales|2015|New J.Chem.|39|3361|doi:10.1039/C5NJ00052A
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/cc134ryy
title: CCDC 1017480: Experimental Crystal Structure Determination

description: Related Article: Marco A. García-Eleno, Esteban Padilla-Mata, Fabiola Estudiante-Negrete, Francisco Pichal-Cerda, Simón Hernández-Ortega, Rubén A. Toscano, David Morales-Morales|2015|New J.Chem.|39|3361|doi:10.1039/C5NJ00052A
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/cc134rzz
title: CCDC 1017481: Experimental Crystal Structure Determination

description: Related Article: Marco A. García-Eleno, Esteban Padilla-Mata, Fabiola Estudiante-Negrete, Francisco Pichal-Cerda, Simón Hernández-Ortega, Rubén A. Toscano, David Morales-Morales|2015|New J.Chem.|39|3361|doi:10.1039/C5NJ00052A
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/cc148cg7
title: CCDC 1050728: Experimental Crystal Structure Determination

description: Related Article: J.J. Novina, G. Vasuki, M. Suresh, M.S.A. Padusha|2015|Acta Crystallogr.,Sect.E:Cryst.Commun.|71|o206|doi:10.1107/S2056989015003576
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/cc148ch8
title: CCDC 1050729: Experimental Crystal Structure Determination

description: Related Article: Bojidarka Ivanova, Michael Spiteller|2016|J.Environ. Chem. Eng.|4|498|doi:10.1016/j.jece.2015.12.004
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/cc145f2t
title: CCDC 1047895: Experimental Crystal Structure Determination

description: Related Article: Eunji Lee, Ki-Min Park, Mari Ikeda, Shunsuke Kuwahara, Yoichi Habata, Shim Sung Lee|2015|Inorg.Chem.|54|5372|doi:10.1021/acs.inorgchem.5b00422
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/cc145f3v
title: CCDC 1047896: Experimental Crystal Structure Determination

description: Related Article: Eunji Lee, Ki-Min Park, Mari Ikeda, Shunsuke Kuwahara, Yoichi Habata, Shim Sung Lee|2015|Inorg.Chem.|54|5372|doi:10.1021/acs.inorgchem.5b00422
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/cc145f4w
title: CCDC 1047897: Experimental Crystal Structure Determination

description: Related Article: Eunji Lee, Ki-Min Park, Mari Ikeda, Shunsuke Kuwahara, Yoichi Habata, Shim Sung Lee|2015|Inorg.Chem.|54|5372|doi:10.1021/acs.inorgchem.5b00422
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/cc145f5x
title: CCDC 1047898: Experimental Crystal Structure Determination

description: Related Article: Eunji Lee, Ki-Min Park, Mari Ikeda, Shunsuke Kuwahara, Yoichi Habata, Shim Sung Lee|2015|Inorg.Chem.|54|5372|doi:10.1021/acs.inorgchem.5b00422
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/cc145f6y
title: CCDC 1047899: Experimental Crystal Structure Determination

description: Related Article: Eunji Lee, Ki-Min Park, Mari Ikeda, Shunsuke Kuwahara, Yoichi Habata, Shim Sung Lee|2015|Inorg.Chem.|54|5372|doi:10.1021/acs.inorgchem.5b00422
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/cc13ssm9
title: CCDC 1036721: Experimental Crystal Structure Determination

description: Related Article: Luisa López-Banet, M. Dolores Santana, Gabriel García, José Pérez, Luís García, Luis Lezama, Iván da Silva|2015|Dalton Trans.|44|6839|doi:10.1039/C5DT00181A
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/cc148clc
title: CCDC 1050732: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148cmd
title: CCDC 1050733: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148cnf
title: CCDC 1050734: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148cpg
title: CCDC 1050735: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148cqh
title: CCDC 1050736: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148crj
title: CCDC 1050737: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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/cc148csk
title: CCDC 1050738: Experimental Crystal Structure Determination

description: Related Article: Lloyd Munjanja, William W. Brennessel, William D. Jones|2015|Organometallics|34|1716|doi:10.1021/acs.organomet.5b00194
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.cc148cxp
title: CCDC 1050742: Experimental Crystal Structure Determination

description: Related Article: Paola E. Ordóñez, David E. Mery, Krishan K. Sharma, Saumyadip Nemu, William F. Reynolds, Raul G. Enriquez, Darcy C. Burns, Omar Malagón, Darin E. Jones, Monica L. Guzman, Cesar M. Compadre|2020|Molecules|25|4825|doi:10.3390/molecules25204825
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/cc148gc7
title: CCDC 1050818: Experimental Crystal Structure Determination

description: Related Article: Zhenjie Zhang, Ha Thi Hoang Nguyen, Stephen A. Miller and Seth M. Cohen|2015|Angew.Chem.,Int.Ed.|54|6152|doi:10.1002/anie.201502733
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.cc148cyq
title: CCDC 1050743: Experimental Crystal Structure Determination

description: Related Article: Paola E. Ordóñez, David E. Mery, Krishan K. Sharma, Saumyadip Nemu, William F. Reynolds, Raul G. Enriquez, Darcy C. Burns, Omar Malagón, Darin E. Jones, Monica L. Guzman, Cesar M. Compadre|2020|Molecules|25|4825|doi:10.3390/molecules25204825
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/cc148czr
title: CCDC 1050744: Experimental Crystal Structure Determination

description: Related Article: Danil E. Smiles, Guang Wu, Trevor W. Hayton|2015|New J.Chem.|39|7563|doi:10.1039/C5NJ00739A
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/cc148d0t
title: CCDC 1050745: Experimental Crystal Structure Determination

description: Related Article: Danil E. Smiles, Guang Wu, Trevor W. Hayton|2015|New J.Chem.|39|7563|doi:10.1039/C5NJ00739A
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.17420982
title: TROPICAL STORMS IN VIETNAM: DATASET FOR FORECASTING

description: This dataset provides a multi-source collection of meteorological and environmental data designed for tropical cyclone (TC) forecasting research over the South China Sea (6°S–24°N, 102°E–117°E).It integrates ERA5 reanalysis data from the European Centre for Medium-Range Weather Forecasts (ECMWF) and CMA/IBTrACS best track data, offering synchronized, standardized, and preprocessed inputs suitable for machine learning and deep learning experiments.

The dataset was developed as part of the research project “DEEP LEARNING-BASED FORECASTING OF TROPICAL STORM TRACKS AND INTENSITY IN VIETNAM”, aiming to enhance regional TC forecasting through spatio-temporal data fusion.

Dataset Components:








File
Description
Size




CMA_BESTTRACK_VN_FINAL.zip
Processed best track data (1949–2024) from CMA, including latitude, longitude, wind speed, pressure, and storm ID for all tropical cyclones affecting Vietnam and nearby regions.
237 KB


ERA5_Pressure_Level.zip
ERA5 reanalysis at pressure levels (200–850 hPa), including u/v wind, temperature, geopotential, and relative humidity fields extracted around storm centers (±15°).
16.6 GB


ERA5_Single_Level.zip
ERA5 single-level variables, such as mean sea level pressure (msl), 10m winds, and sea surface temperature (SST).
4.1 GB


ENV_DATA.zip
Derived environmental features used for model input (e.g., shear, humidity index, SST anomaly).
10 MB






Data Coverage and Format:





Temporal coverage: 1949–2024 (6-hour intervals, 00/06/12/18 UTC)




Spatial coverage: South China Sea region




Format: NetCDF (.nc) and CSV




Coordinate system: Latitude/Longitude (EPSG:4326)




Temporal alignment: Synced between IBTrACS and ERA5 at 6-hour resolution



Usage:

The dataset is ideal for:





Tropical cyclone track and intensity forecasting




Spatio-temporal modeling (Conv3D, Transformer, U-Net)




Data fusion research combining track and reanalysis data




Educational or benchmarking purposes in meteorological deep learning



Acknowledgements:

ERA5 data were retrieved from the Copernicus Climate Data Store (CDS), and IBTrACS/CMA data from the NOAA National Centers for Environmental Information (NCEI).Processing and alignment were performed using Python (xarray, pandas, numpy).
DOI: 10.5281/zenodo.17420983
title: TROPICAL STORMS IN VIETNAM: DATASET FOR FORECASTING

description: This dataset provides a multi-source collection of meteorological and environmental data designed for tropical cyclone (TC) forecasting research over the South China Sea (6°S–24°N, 102°E–117°E).It integrates ERA5 reanalysis data from the European Centre for Medium-Range Weather Forecasts (ECMWF) and CMA/IBTrACS best track data, offering synchronized, standardized, and preprocessed inputs suitable for machine learning and deep learning experiments.

The dataset was developed as part of the research project “DEEP LEARNING-BASED FORECASTING OF TROPICAL STORM TRACKS AND INTENSITY IN VIETNAM”, aiming to enhance regional TC forecasting through spatio-temporal data fusion.

Dataset Components:








File
Description
Size




CMA_BESTTRACK_VN_FINAL.zip
Processed best track data (1949–2024) from CMA, including latitude, longitude, wind speed, pressure, and storm ID for all tropical cyclones affecting Vietnam and nearby regions.
237 KB


ERA5_Pressure_Level.zip
ERA5 reanalysis at pressure levels (200–850 hPa), including u/v wind, temperature, geopotential, and relative humidity fields extracted around storm centers (±15°).
16.6 GB


ERA5_Single_Level.zip
ERA5 single-level variables, such as mean sea level pressure (msl), 10m winds, and sea surface temperature (SST).
4.1 GB


ENV_DATA.zip
Derived environmental features used for model input (e.g., shear, humidity index, SST anomaly).
10 MB






Data Coverage and Format:





Temporal coverage: 1949–2024 (6-hour intervals, 00/06/12/18 UTC)




Spatial coverage: South China Sea region




Format: NetCDF (.nc) and CSV




Coordinate system: Latitude/Longitude (EPSG:4326)




Temporal alignment: Synced between IBTrACS and ERA5 at 6-hour resolution



Usage:

The dataset is ideal for:





Tropical cyclone track and intensity forecasting




Spatio-temporal modeling (Conv3D, Transformer, U-Net)




Data fusion research combining track and reanalysis data




Educational or benchmarking purposes in meteorological deep learning



Acknowledgements:

ERA5 data were retrieved from the Copernicus Climate Data Store (CDS), and IBTrACS/CMA data from the NOAA National Centers for Environmental Information (NCEI).Processing and alignment were performed using Python (xarray, pandas, numpy).
DOI: 10.5517/cc148d1v
title: CCDC 1050746: Experimental Crystal Structure Determination

description: Related Article: Masataka Yamashita, Hironobu Hayashi, Naoki Aratani, Hiroko Yamada|2015|Tetrahedron Lett.|56|3804|doi:10.1016/j.tetlet.2015.04.080
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/cc148d2w
title: CCDC 1050747: Experimental Crystal Structure Determination

description: Related Article: Masataka Yamashita, Hironobu Hayashi, Naoki Aratani, Hiroko Yamada|2015|Tetrahedron Lett.|56|3804|doi:10.1016/j.tetlet.2015.04.080
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/cc148d3x
title: CCDC 1050748: Experimental Crystal Structure Determination

description: Related Article: Masataka Yamashita, Hironobu Hayashi, Naoki Aratani, Hiroko Yamada|2015|Tetrahedron Lett.|56|3804|doi:10.1016/j.tetlet.2015.04.080
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.