cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17444727
title: Underwater images collected by  Boat in Nosy-Tafara, Madagascar - 2023-05-03

description: This dataset was collected by  Boat in Nosy-Tafara, Madagascar - 2023-05-03. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            
                
                                       
                
                
 GPS information: 

                GPX file from Garmin watch.
            
                    
                

                
            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5281/zenodo.17444737
title: Underwater images collected by  Boat in Nosy-Tafara, Madagascar - 2023-05-03

description: This dataset was collected by  Boat in Nosy-Tafara, Madagascar - 2023-05-03. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            
                
                                       
                
                
 GPS information: 

                GPX file from Garmin watch.
            
                    
                

                
            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5517/ccdc.csd.cc2f0lrt
title: CCDC 2234906: Experimental Crystal Structure Determination

description: Related Article: Weiyu Kong, Yang Bao, Liguo Lu, Zhipeng Han, Yifan Zhong, Ran Zhang, Yuqiang Li, Guoyin Yin|2023|Angew.Chem.,Int.Ed.|62||doi:10.1002/anie.202308041
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.cc2fq9hz
title: CCDC 2255761: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9j0
title: CCDC 2255762: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9k1
title: CCDC 2255763: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9l2
title: CCDC 2255764: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9m3
title: CCDC 2255765: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9n4
title: CCDC 2255766: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9p5
title: CCDC 2255767: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9q6
title: CCDC 2255768: Experimental Crystal Structure Determination

description: Related Article: Vreni Behling, Benjamin Kintzel, Julian Heinrich, Marius Hingel, Jakob Meyer, Stella Greiner, Phil Liebing|2023|Cryst.Growth Des.|23|7777|doi:10.1021/acs.cgd.3c00569
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.cc2fq9r7
title: CCDC 2255769: Experimental Crystal Structure Determination

description: Related Article: Weiyu Kong, Yang Bao, Liguo Lu, Zhipeng Han, Yifan Zhong, Ran Zhang, Yuqiang Li, Guoyin Yin|2023|Angew.Chem.,Int.Ed.|62||doi:10.1002/anie.202308041
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.cc2dhclw
title: CCDC 2219308: Experimental Crystal Structure Determination

description: Related Article: Sizwe J. Zamisa, Adesola A. Adeleke, Nikita Devnarain, Mahasin Abdel Rhman, Peter M. O. Owira, Bernard Omondi|2023|RSC Advances|13|21820|doi:10.1039/D3RA01741A
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.cc2fq9t9
title: CCDC 2255771: Experimental Crystal Structure Determination

description: Related Article: Weiyu Kong, Yang Bao, Liguo Lu, Zhipeng Han, Yifan Zhong, Ran Zhang, Yuqiang Li, Guoyin Yin|2023|Angew.Chem.,Int.Ed.|62||doi:10.1002/anie.202308041
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.cc2dhcmx
title: CCDC 2219309: Experimental Crystal Structure Determination

description: Related Article: Sizwe J. Zamisa, Adesola A. Adeleke, Nikita Devnarain, Mahasin Abdel Rhman, Peter M. O. Owira, Bernard Omondi|2023|RSC Advances|13|21820|doi:10.1039/D3RA01741A
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.cc2dhcny
title: CCDC 2219310: Experimental Crystal Structure Determination

description: Related Article: Sizwe J. Zamisa, Adesola A. Adeleke, Nikita Devnarain, Mahasin Abdel Rhman, Peter M. O. Owira, Bernard Omondi|2023|RSC Advances|13|21820|doi:10.1039/D3RA01741A
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.cc2dhcq0
title: CCDC 2219312: Experimental Crystal Structure Determination

description: Related Article: Sizwe J. Zamisa, Adesola A. Adeleke, Nikita Devnarain, Mahasin Abdel Rhman, Peter M. O. Owira, Bernard Omondi|2023|RSC Advances|13|21820|doi:10.1039/D3RA01741A
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.cc2fqb0j
title: CCDC 2255777: Experimental Crystal Structure Determination

description: Related Article: Chengting Wang, Jingrui He, Haibo Mei, Jianlin Han|2023|Tetrahedron Lett.|127|154664|doi:10.1016/j.tetlet.2023.154664
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.cc2fqbgz
title: CCDC 2255791: Experimental Crystal Structure Determination

description: Related Article: Kancharla Bhanukiran, Siva Hemalatha|2024|J.Mol.Struct.|1300|137196|doi:10.1016/j.molstruc.2023.137196
description: Related Article: Kancharla Bhanukiran, T. A. Gajendra, Sairam Krishnamurthy, Sushil Kumar Singh, Siva Hemalatha|2023|Eur.J.Med.Chem.|249|115145|doi:10.1016/j.ejmech.2023.115145
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.cc2fqbj1
title: CCDC 2255793: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbk2
title: CCDC 2255794: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbl3
title: CCDC 2255795: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbm4
title: CCDC 2255796: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbn5
title: CCDC 2255797: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbp6
title: CCDC 2255798: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2fqbq7
title: CCDC 2255799: Experimental Crystal Structure Determination

description: Related Article: Lakshmana Beliyaiah, Austin S. Richard, P.M. Bharath Kumar, Vinayaa, Rishik Balerao, Sean Parkin, Ray J. Butcher, Hemminge S. Yathirajan, *, Yeriyur B. Basavaraju|2024|Zh.Obshch.Khim.|94|2167|doi:10.1134/S1070363224080267
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.cc2f7p3h
title: CCDC 2241706: Experimental Crystal Structure Determination

description: Related Article: Shufang Wu,  Shaodong Li,  Xinyu Liu,  Yan-Bo Wu,  Liping Lu,  Caixia Yuan|2023|Transition Met.Chem.|48|185|doi:10.1007/s11243-023-00534-x
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.cc2fqbxf
title: CCDC 2255805: Experimental Crystal Structure Determination

description: Related Article: A. S. Samulionis, S. N. Melnikov, A. A. Pavlov, A. A. Starikova, N. V. Gogoleva, S. A. Nikolaevskii, M. A. Kiskin, I. L. Eremenko|2024|J.Struct.Chem.|65|63|doi:10.1134/S0022476624010062
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.