cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7978090
title: The Prairie State: Using Ecological Niche Modeling to Predict Distributions of Early Land Plants

description: This data includes raw data of over 12,000 occurrences were downloaded from the<strong> Consortium of Bryophyte Herbaria (www.bryophyteportal.org/portal), </strong>that were listed to be in Illinois and included longitude and latitude data. This data set was screened and cleaned to investigate species distribution models as well as generate models of selected bryophytes investigating future changes in distribution across climate change scenarios.
description: Bryophytes are environmentally and ecologically significant biological indicators, as their distribution is largely determined by the climate and the land features that shape these factors. Yet it is a challenge to track the ranges of these plants and even more so to predict their future distribution patterns due to their small size and sensitivity to environmental change. This study aims to model the potential distribution of selected bryophyte species in Illinois to investigate the potential impact of global warming and determine what environmental factors affect distribution patterns. Bryophyte occurrences post 1970 of some of the most common epiphytic species and genera were investigated. Over 12,000 georeferenced occurrence records were downloaded from a public biodiversity aggregator, cleaned, and validated. The environmental variables consisted of the WorldClim Bioclim variables and National Land Cover Database land use variables, filtered to remove correlation. The occurrences and environmental variables were run through a MaxEnt model in R to generate heat maps of potential distribution. Statistical evaluation metrics and validation techniques were used to test model accuracy. Overall, current species models showed a higher level of confidence than the genera models, and all models were primarily reliant on the land use variables over the climate variables. Future models only showed minor distribution changes across climate scenarios, suggesting the use of more local indicators and further research on microclimate data. Attempting to quantify bryophyte-environment relationships and ecological niche modeling potentially provides a means of predicting how bryophytes might respond to environmental changes over time. Using such techniques enables us to test for significant differences in the characterization of niches between taxa. Successful models will not only show support for utilizing bryophytes as climate change indicators, but also for this open-source methodology in the niche modeling for other organisms. Overall, these results will possibly have important implications for species distribution patterns, conservation, land management and our understanding of ecological niche modeling using a poorly studied and overlooked group of plants.
DOI: 10.5281/zenodo.7978094
title: The Prairie State: Using Ecological Niche Modeling to Predict Distributions of Early Land Plants

description: This data includes raw data of over 12,000 occurrences were downloaded from the<strong> Consortium of Bryophyte Herbaria (www.bryophyteportal.org/portal), </strong>that were listed to be in Illinois and included longitude and latitude data. This data set was screened and cleaned to investigate species distribution models as well as generate models of selected bryophytes investigating future changes in distribution across climate change scenarios.
description: Bryophytes are environmentally and ecologically significant biological indicators, as their distribution is largely determined by the climate and the land features that shape these factors. Yet it is a challenge to track the ranges of these plants and even more so to predict their future distribution patterns due to their small size and sensitivity to environmental change. This study aims to model the potential distribution of selected bryophyte species in Illinois to investigate the potential impact of global warming and determine what environmental factors affect distribution patterns. Bryophyte occurrences post 1970 of some of the most common epiphytic species and genera were investigated. Over 12,000 georeferenced occurrence records were downloaded from a public biodiversity aggregator, cleaned, and validated. The environmental variables consisted of the WorldClim Bioclim variables and National Land Cover Database land use variables, filtered to remove correlation. The occurrences and environmental variables were run through a MaxEnt model in R to generate heat maps of potential distribution. Statistical evaluation metrics and validation techniques were used to test model accuracy. Overall, current species models showed a higher level of confidence than the genera models, and all models were primarily reliant on the land use variables over the climate variables. Future models only showed minor distribution changes across climate scenarios, suggesting the use of more local indicators and further research on microclimate data. Attempting to quantify bryophyte-environment relationships and ecological niche modeling potentially provides a means of predicting how bryophytes might respond to environmental changes over time. Using such techniques enables us to test for significant differences in the characterization of niches between taxa. Successful models will not only show support for utilizing bryophytes as climate change indicators, but also for this open-source methodology in the niche modeling for other organisms. Overall, these results will possibly have important implications for species distribution patterns, conservation, land management and our understanding of ecological niche modeling using a poorly studied and overlooked group of plants.
DOI: 10.34740/kaggle/dsv/5786342
title: SPYOptionsTradeTickerData
DOI: 10.5517/ccdc.csd.cc2cj57b
title: CCDC 2190281: Experimental Crystal Structure Determination

description: Related Article: Yun Lu, Zhichao Yu, Xinan Yang, Jingjing Dai, Peihui Shan, Xianhao Feng, Zhu Tao, Carl Redshaw, Xin Xiao|2023|Chin.Chem.Lett.|34|108040|doi:10.1016/j.cclet.2022.108040
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.cc2cj58c
title: CCDC 2190282: Experimental Crystal Structure Determination

description: Related Article: Yun Lu, Zhichao Yu, Xinan Yang, Jingjing Dai, Peihui Shan, Xianhao Feng, Zhu Tao, Carl Redshaw, Xin Xiao|2023|Chin.Chem.Lett.|34|108040|doi:10.1016/j.cclet.2022.108040
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.cc2cj59d
title: CCDC 2190283: Experimental Crystal Structure Determination

description: Related Article: Yun Lu, Zhichao Yu, Xinan Yang, Jingjing Dai, Peihui Shan, Xianhao Feng, Zhu Tao, Carl Redshaw, Xin Xiao|2023|Chin.Chem.Lett.|34|108040|doi:10.1016/j.cclet.2022.108040
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.cc2cj5cg
title: CCDC 2190285: Experimental Crystal Structure Determination

description: Related Article: Yun Lu, Zhichao Yu, Xinan Yang, Jingjing Dai, Peihui Shan, Xianhao Feng, Zhu Tao, Carl Redshaw, Xin Xiao|2023|Chin.Chem.Lett.|34|108040|doi:10.1016/j.cclet.2022.108040
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.cc2ck6x2
title: CCDC 2191294: Experimental Crystal Structure Determination

description: Related Article: Yun Lu, Zhichao Yu, Xinan Yang, Jingjing Dai, Peihui Shan, Xianhao Feng, Zhu Tao, Carl Redshaw, Xin Xiao|2023|Chin.Chem.Lett.|34|108040|doi:10.1016/j.cclet.2022.108040
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.cc2dg4qr
title: CCDC 2218134: Experimental Crystal Structure Determination

description: Related Article: Ming Fang|2022|CSD Communication|||
description: Related Article: Ming Fang, Gangam Srikanth Kumar, Stefano Racioppi, Heyang Zhang, Johnathan D. Rabb, Eva Zurek, Qing Lin|2023|J.Am.Chem.Soc.|145|9959|doi:10.1021/jacs.2c12325
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.cc2dg4rs
title: CCDC 2218135: Experimental Crystal Structure Determination

description: Related Article: Ming Fang|2022|CSD Communication|||
description: Related Article: Ming Fang, Gangam Srikanth Kumar, Stefano Racioppi, Heyang Zhang, Johnathan D. Rabb, Eva Zurek, Qing Lin|2023|J.Am.Chem.Soc.|145|9959|doi:10.1021/jacs.2c12325
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.cc2dg4st
title: CCDC 2218136: Experimental Crystal Structure Determination

description: Related Article: Ming Fang|2022|CSD Communication|||
description: Related Article: Ming Fang, Gangam Srikanth Kumar, Stefano Racioppi, Heyang Zhang, Johnathan D. Rabb, Eva Zurek, Qing Lin|2023|J.Am.Chem.Soc.|145|9959|doi:10.1021/jacs.2c12325
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.cc2djrqf
title: CCDC 2220645: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrrg
title: CCDC 2220646: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrsh
title: CCDC 2220647: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrtj
title: CCDC 2220648: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrvk
title: CCDC 2220649: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrwl
title: CCDC 2220650: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrxm
title: CCDC 2220651: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djryn
title: CCDC 2220652: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djrzp
title: CCDC 2220653: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs0r
title: CCDC 2220654: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs1s
title: CCDC 2220655: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs2t
title: CCDC 2220656: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs3v
title: CCDC 2220657: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs4w
title: CCDC 2220658: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs5x
title: CCDC 2220659: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs6y
title: CCDC 2220660: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs7z
title: CCDC 2220661: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.cc2djs80
title: CCDC 2220662: Experimental Crystal Structure Determination

description: Related Article: Philipp Royla, Kai Schwedtmann, Zeyu Han, Jannis Fidelius, Derek P. Gates, Rosa M. Gomila, Antonio Frontera, Jan J. Weigand|2023|J.Am.Chem.Soc.|145|10364|doi:10.1021/jacs.3c02256
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.