cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bn66np
title: Occurrence Download

description: A dataset containing 10683898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.39_1",
 "OccurrenceStatus is Present",
 "Year 1000-2015"
 ]
}

 The dataset includes 10683898 records from 680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008898-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwzss
title: Occurrence Download

description: A dataset containing 293128 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Angola"
 ]
}

 The dataset includes 293128 records from 738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009134-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/atumab/frq2mr
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DOI: 10.60600/yu/atumab/g0jmaa
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DOI: 10.60600/yu/atumab/gkqupj
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DOI: 10.60600/yu/atumab/ivcqwh
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DOI: 10.60600/yu/atumab/j5zsxj
title: gll-Latn.ldml

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DOI: 10.60600/yu/atumab/m3w63t
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DOI: 10.60600/yu/atumab/mamqc6
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DOI: 10.60600/yu/atumab/qikce4
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DOI: 10.60600/yu/atumab/qylfgq
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DOI: 10.60600/yu/atumab/r3cdjf
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DOI: 10.60600/yu/atumab/rsyasa
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DOI: 10.60600/yu/atumab/sgqghb
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DOI: 10.60600/yu/atumab/tqukmf
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DOI: 10.60600/yu/atumab/undnb3
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DOI: 10.60600/yu/atumab/vovfc3
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DOI: 10.60600/yu/atumab/vwi5dl
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DOI: 10.60600/yu/atumab/vwx3fw
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DOI: 10.60600/yu/atumab/xvkfrw
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DOI: 10.60600/yu/atumab/yxmwrn
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DOI: 10.60600/yu/atumab/zt2gpv
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DOI: 10.60600/yu/atumab/zv3c7k
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DOI: 10.60600/yu/atumab/2uaiyp
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DOI: 10.60600/yu/atumab/7hpoln
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DOI: 10.60600/yu/atumab/8d59wu
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DOI: 10.60600/yu/atumab/8jr5js
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DOI: 10.60600/yu/atumab/8rzlaf
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DOI: 10.60600/yu/atumab/9r7g8z
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DOI: 10.60600/yu/atumab/9uudni
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DOI: 10.60600/yu/atumab/cfwcuy
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DOI: 10.60600/yu/atumab/ci8qh4
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DOI: 10.60600/yu/atumab/clfyx2
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DOI: 10.60600/yu/atumab/eo3het
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DOI: 10.60600/yu/atumab/ep4sh3
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DOI: 10.60600/yu/atumab/ey6xd8
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DOI: 10.60600/yu/atumab/f9sir6
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DOI: 10.60600/yu/atumab/hhcmby
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DOI: 10.60600/yu/atumab/hnkl35
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DOI: 10.60600/yu/atumab/i4ry42
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DOI: 10.60600/yu/atumab/i8v7bd
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DOI: 10.60600/yu/atumab/kqs7li
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DOI: 10.60600/yu/atumab/l0ku9e
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DOI: 10.60600/yu/atumab/nzbdcj
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DOI: 10.60600/yu/atumab/ojv1ur
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DOI: 10.60600/yu/atumab/pfshqo
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DOI: 10.60600/yu/atumab/pwzdwn
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DOI: 10.60600/yu/atumab/pzxemy
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DOI: 10.60600/yu/atumab/qfvh7k
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DOI: 10.60600/yu/atumab/qmc0a7
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DOI: 10.60600/yu/atumab/s5yrui
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DOI: 10.60600/yu/atumab/ufgglt
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DOI: 10.60600/yu/atumab/uryvcj
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DOI: 10.60600/yu/atumab/wduf6d
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DOI: 10.60600/yu/atumab/xsqb4f
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DOI: 10.60600/yu/atumab/1kdukw
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DOI: 10.60600/yu/atumab/2mzcmo
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DOI: 10.60600/yu/atumab/4nx8bn
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DOI: 10.60600/yu/atumab/6atgwe
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DOI: 10.60600/yu/atumab/6uq2ur
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DOI: 10.60600/yu/atumab/8nvqt4
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DOI: 10.60600/yu/atumab/at9alb
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DOI: 10.60600/yu/atumab/bzicn8
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DOI: 10.60600/yu/atumab/cyjtfc
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DOI: 10.60600/yu/atumab/doubtc
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DOI: 10.60600/yu/atumab/gocqot
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DOI: 10.60600/yu/atumab/hecetq
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DOI: 10.60600/yu/atumab/ki5cla
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DOI: 10.60600/yu/atumab/lvc089
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DOI: 10.60600/yu/atumab/mg10cx
title: 637601687760746770mirrkarinyi_1.wav

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DOI: 10.60600/yu/atumab/otixns
title: 637601670933931119mungguny.wav

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DOI: 10.60600/yu/atumab/oxvdrx
title: 637602521484740853warta.wav

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DOI: 10.60600/yu/atumab/ruu1tu
title: 637601661042326696mukarri.wav

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DOI: 10.60600/yu/atumab/syiohc
title: 637601670685468962mona_1.wav

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DOI: 10.60600/yu/atumab/uys9v0
title: 637601475771528798nhungka.wav

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DOI: 10.60600/yu/atumab/vh2prw
title: 637601525371859007mura.wav

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DOI: 10.60600/yu/atumab/vqfs8k
title: 637602528030522818dhumba.wav

description: :unav
DOI: 10.60600/yu/atumab
title: Kullilli dictionary app files

description: sound files and underlying material for the Kullilli Ngulkana dictionary. Sound files are Claire Bowern pronouncing the headwords in order to make the dictionary headwords more accessible
DOI: 10.60600/yu/atumab/9twhjq
title: 637602298311461099watyu.wav

description: :unav
DOI: 10.60600/yu/atumab/avjvt9
title: 637602438106056191duna.wav

description: :unav
DOI: 10.60600/yu/atumab/czfiyu
title: 637601628907760039dhipiri.wav

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DOI: 10.60600/yu/atumab/epz26f
title: 637601629012632639inggani.wav

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DOI: 10.60600/yu/atumab/fbx7pu
title: 637601489989392897buba.wav

description: :unav
DOI: 10.60600/yu/atumab/gmjjgp
title: 637602523693036757itya.wav

description: :unav
DOI: 10.60600/yu/atumab/i7eo6b
title: 637601522615774813dhawil.wav

description: :unav
DOI: 10.60600/yu/atumab/mhigjn
title: 637602520832824849yurru.wav

description: :unav
DOI: 10.60600/yu/atumab/pjmju5
title: 637601529062832316punu.wav

description: :unav
DOI: 10.60600/yu/atumab/vcozcc
title: 637601682739926213warlpa.wav

description: :unav
DOI: 10.60600/yu/atumab/wejlti
title: 637601482248278191butyi.wav

description: :unav
DOI: 10.17172/nomad/2025.02.22-1
title: NOMAD dataset: ZnMnPS3
DOI: 10.5281/zenodo.14911601
title: costus_osae_spades_01.fasta.gz
DOI: 10.5281/zenodo.14911602
title: costus_osae_spades_01.fasta.gz
DOI: 10.5281/zenodo.11580414
title: A climate envelope model for the projection of carbon storage at global scale

description: This repository hosts data and code presented in the article "A climate envelope model for the projection of carbon storage at global scale". The repository contains a compressed file containing all the code needed to reproduce the methodology that we developed and to analyse its results. We did not upload all the temporary and intermediate data files that are created during the execution of the method. We rather uploaded "milestone" data, i.e. final results or important intermediate ones. This includes the final training dataset (CSV and ESRI Shapefile), model calibration data (CSV),  the final trained model (Python pickle file), the global data for prediction (CSV), the final global map of potential aboveground biomass density (AGBD) at present times (raster files at 1km2 and 10km2 resolution), maps depicting regions where climatic conditions are outside of the training range of positive AGBD instances and maps depicting world regions without trees. 

Files:

code.zip : Compressed directory with all the code needed to reproduce the methodology presented in the manuscript. Contains a README file.

agbd_climate_training_dataset_spatialkfolds_1000km.zip : the training dataset in Shapefile format.

agbd_climate_training_dataset_spatialkfolds_1000km.csv : the training dataset in CSV format.

potential_AGBD_Mgha_1km2_contemporary_climate.tif : the predicted global potential AGBD under contemporary climate conditions and at a resolution of 1 squared kilometer.

potential_AGBD_Mgha_10km2_contemporary_climate.tif : the predicted global potential AGBD under contemporary climate conditions downsampled at a resolution of 10 squared kilometers.

model_calibration_error_estimation.zip : data on the calibration experiments.

number_predictors_out_of_range.zip : tiled maps representing the number of climatic predictors outside of the training range before including 0 AGBD instances in the training dataset. 

tree_absence_map.zip : tiled maps representing world regions without trees. Based on Crowther et al. (2015) (https://elischolar.library.yale.edu/yale_fes_data/1/).

potential_agbd_Mgha_climate_envelope.pkl : Calibrated model for the prediction of potential AGBD given bioclimatic conditions. 

predictors_data_global.zip : Global predictors data to apply the model on.
DOI: 10.5281/zenodo.14030989
title: Parsimonious machine learning for the global mapping of aboveground biomass density

description: This repository hosts data and code presented in the article "Parsimonious machine learning for the global mapping of aboveground biomass potential". The repository contains a compressed file containing all the code needed to reproduce the methodology that we developed and to analyse its results. We did not upload all the temporary and intermediate data files that are created during the execution of the method. We rather uploaded "milestone" data, i.e. final results or important intermediate ones. This includes the final training dataset, model calibration data,  the final trained model, the global data for prediction, the final global map of potential aboveground biomass density (AGBD) at present times (raster files at 1km2 and 10km2 resolution), maps depicting regions where climatic conditions are outside of the training range of positive AGBD instances and maps depicting world regions without trees. 

Files:

code.zip : Compressed directory with all the code needed to reproduce the methodology presented in the manuscript. Contains a README file. Also contains temporary data generated in the process, the training dataset, the trained model, and model calibration data.

potential_AGBD_Mgha_1km_present_climate_1980_2010.tif : the predicted global potential AGBD under contemporary climate conditions and at a resolution of 1 squared kilometer.

potential_AGBD_Mgha_10km_present_climate_1980_2010.tif : the predicted global potential AGBD under contemporary climate conditions downsampled at a resolution of 10 squared kilometers.

potential_AGBD_Mgha_10km_model_difference.tif : the difference between our prediction of potential AGBD and the prediction from a complex state-of-the-art model from Walker et al. (2022). 

potential_AGB_Mg_1km_present_climate_1980_2010.tif : the predicted global potential pixel-level AGB under contemporary climate conditions downsampled at a resolution of 1 squared kilometers.

number_predictors_out_of_range.zip : tiled maps representing the number of climatic predictors outside of the training range before including 0 AGBD instances in the training dataset. 

tree_absence_map.zip : tiled maps representing world regions without trees. Based on Crowther et al. (2015) (https://elischolar.library.yale.edu/yale_fes_data/1/).

inference_pipeline_potential_agbd_Mgha_climate.pkl : Calibrated model for the prediction of potential AGBD given bioclimatic conditions. 

predictors_data_global.zip : Global predictors data to apply the model on.
DOI: 10.34740/kaggle/dsv/10826082
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.ukk6x4
title: Occurrence Download

description: A dataset containing 5501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is South Africa",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5501 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001426-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jmmh4
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Réunion",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1075 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001427-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkmdmt
title: Occurrence Download

description: A dataset containing 638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia dealbata Link",
 "Country is South Africa",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 638 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001428-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qcnsb
title: Occurrence Download

description: A dataset containing 2476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia (Andrews) Willd.",
 "Country is South Africa",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2476 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001429-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rbx2j
title: Occurrence Download

description: A dataset containing 45712887 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Ecuador, Colombia)"
 ]
}

 The dataset includes 45712887 records from 5361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001417-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc104ycg
title: CCDC 928275: Experimental Crystal Structure Determination

description: Related Article: Guillaume Grelaud, Thierry Roisnel, Vincent Dorcet, Mark G. Humphrey, Frédéric Paul, Gilles Argouarch|2013|J.Organomet.Chem.|741|47|doi:10.1016/j.jorganchem.2013.05.031
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/cc104y9d
title: CCDC 928273: Experimental Crystal Structure Determination

description: Related Article: Guillaume Grelaud, Thierry Roisnel, Vincent Dorcet, Mark G. Humphrey, Frédéric Paul, Gilles Argouarch|2013|J.Organomet.Chem.|741|47|doi:10.1016/j.jorganchem.2013.05.031
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/cc104ybf
title: CCDC 928274: Experimental Crystal Structure Determination

description: Related Article: Guillaume Grelaud, Thierry Roisnel, Vincent Dorcet, Mark G. Humphrey, Frédéric Paul, Gilles Argouarch|2013|J.Organomet.Chem.|741|47|doi:10.1016/j.jorganchem.2013.05.031
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/cc104vtt
title: CCDC 928196: Experimental Crystal Structure Determination

description: Related Article: Lu Zhao, Feng Guo|2014|Synth.React.Inorg.,Met.-Org.,Nano-Met.Chem.|44|825|doi:10.1080/15533174.2013.791843
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/cc104vww
title: CCDC 928198: Experimental Crystal Structure Determination

description: Related Article: Long Tang, Loujun Gao, Feng Fu, Jia Cao and Dandan Chao|2014|Z.Anorg.Allg.Chem.|640|1368|doi:10.1002/zaac.201300602
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/cc104vvv
title: CCDC 928197: Experimental Crystal Structure Determination

description: Related Article: Long Tang, Loujun Gao, Feng Fu, Jia Cao and Dandan Chao|2014|Z.Anorg.Allg.Chem.|640|1368|doi:10.1002/zaac.201300602
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.cc104ykn
title: CCDC 928281: Experimental Crystal Structure Determination

description: Related Article: S. Murugavel,  S. Sundramoorthy,  R. Subashini,  P. Pavan|2018|Struct.Chem.|29|1677|doi:10.1007/s11224-018-1149-6
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/cc104ynr
title: CCDC 928284: Experimental Crystal Structure Determination

description: Related Article: D. Csókás, I. Zupkó, B.I. Károlyi, L. Drahos, T. Holczbauer, A. Palló, M. Czugler, A. Csámpai|2013|J.Organomet.Chem.|743|130|doi:10.1016/j.jorganchem.2013.06.040
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/cc104ymq
title: CCDC 928283: Experimental Crystal Structure Determination

description: Related Article: D. Csókás, I. Zupkó, B.I. Károlyi, L. Drahos, T. Holczbauer, A. Palló, M. Czugler, A. Csámpai|2013|J.Organomet.Chem.|743|130|doi:10.1016/j.jorganchem.2013.06.040
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/cc104yx0
title: CCDC 928292: Experimental Crystal Structure Determination

description: Related Article: D.Bubrin,M.Niemeyer|2014|Inorg.Chem.|53|1269|doi:10.1021/ic402941z
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.