cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7004412
title: Extreme weather events threaten biodiversity and functions of river ecosystems: dataset for conducting the meta-analysis

description: This repository contains the code and dataset to replicate the meta-analysis conducted by Sabater et al. entitled "Extreme weather events threaten biodiversity and functions of river ecosystems: evidence from a meta-analysis" Metadata: - metaanalysis_GlobalEvidenceRivers_Rscript.R - R Script to conduct the meta-analysis - structural_resp.csv - table with data to perform the species richness, density, and biomass meta-analysis. It includes the mean, SD (or SE), and sample number of the studies included in the meta-analysis, as well as information on the paper authors, year of publication, and type of study (experimental or observational). It also includes co-variates and the author who subtracts the information from the paper. - functional_resp.csv - table with data to perform the primary productivity, respiration, and decomposition meta-analysis. It includes the mean, SD (or SE), and sample number of the studies included in the meta-analysis, as well as information on the paper authors, year of publication, and type of study (experimental or observational). It also includes co-variates and the author who subtracts the information from the paper. -refMap.csv - Geographical information of the papers included in the meta-analysis.
DOI: 10.5281/zenodo.7004411
title: Extreme weather events threaten biodiversity and functions of river ecosystems: dataset for conducting the meta-analysis

description: This repository contains the code and dataset to replicate the meta-analysis conducted by Sabater et al. entitled "Extreme weather events threaten biodiversity and functions of river ecosystems: evidence from a meta-analysis" Metadata: - metaanalysis_GlobalEvidenceRivers_Rscript.R - R Script to conduct the meta-analysis - structural_resp.csv - table with data to perform the species richness, density, and biomass meta-analysis. It includes the mean, SD (or SE), and sample number of the studies included in the meta-analysis, as well as information on the paper authors, year of publication, and type of study (experimental or observational). It also includes co-variates and the author who subtracts the information from the paper. - functional_resp.csv - table with data to perform the primary productivity, respiration, and decomposition meta-analysis. It includes the mean, SD (or SE), and sample number of the studies included in the meta-analysis, as well as information on the paper authors, year of publication, and type of study (experimental or observational). It also includes co-variates and the author who subtracts the information from the paper. -refMap.csv - Geographical information of the papers included in the meta-analysis.
DOI: 10.5281/zenodo.6998912
title: Supernova search with active learning in ZTF DR3

description: Data sources for results presented in Pruzhinskaya et al., 2022. Results from the Active Anomaly Discovery (AAD) algorithm and the feature data set extracted from ZTF DR3 light curves. "log/anomalies_feature_*.txt" files contain the list of OIDs classified by the expert as anomalies, i.e. supernova candidates, for each ZTF field. "log/answers_feature_*.csv" files contain answers to the AAD output given by the expert in order of their appearance. "log/fields.csv" contains supernova statistics for each ZTF field. "features/" directory represent the dataset we used for supernova search in ZTF photometric data with AAD. "feature_*.dat" files contain object-ordered light curve feature data, every object is built on 42 feature values, which are encoded as little endian single precision IEEE-754 float (32bit float) numbers. Feature code-names are the same for all three data sets and are listed in plain text files "feature_*.name", one code-name per line. "oid_*.dat" files contain ZTF DR object identifiers encoded as little endian 64-bit unsigned integer numbers.<br> "oid_*.dat" and "feature_*.dat" have same object order, for example the first 8 bytes of "oid_796.dat" files contain the OID of the ZTF DR3 light curve which feature are presented in the first 168 bytes of "feature_796.dat" file. Note that only observations between 58194 ≤ MJD ≤ 58483 are used, see Malanchev et al. 2021 for features details. The sample Python code to access the data as Numpy arrays: <pre><code class="language-python">import numpy as np oid = np.memmap('oid_796.dat', mode='r', dtype=np.uint64) with open('feature_796.name') as f: names = f.read().split() dtype = [(name, np.float32) for name in names] feature = np.memmap('feature_796.dat', mode='r', dtype=dtype, shape=oid.shape) idx = np.argmax(feature['amplitude']) print('Object {} has maximum amplitude {:.3f}'.format(oid[idx], feature['amplitude'][idx]))</code></pre> It should print "Object 796206400001779 has maximum amplitude 3.739"
DOI: 10.5281/zenodo.6998913
title: Supernova search with active learning in ZTF DR3

description: Data sources for results presented in Pruzhinskaya et al., 2022. Results from the Active Anomaly Discovery (AAD) algorithm and the feature data set extracted from ZTF DR3 light curves. "log/anomalies_feature_*.txt" files contain the list of OIDs classified by the expert as anomalies, i.e. supernova candidates, for each ZTF field. "log/answers_feature_*.csv" files contain answers to the AAD output given by the expert in order of their appearance. "log/fields.csv" contains supernova statistics for each ZTF field. "features/" directory represent the dataset we used for supernova search in ZTF photometric data with AAD. "feature_*.dat" files contain object-ordered light curve feature data, every object is built on 42 feature values, which are encoded as little endian single precision IEEE-754 float (32bit float) numbers. Feature code-names are the same for all three data sets and are listed in plain text files "feature_*.name", one code-name per line. "oid_*.dat" files contain ZTF DR object identifiers encoded as little endian 64-bit unsigned integer numbers.<br> "oid_*.dat" and "feature_*.dat" have same object order, for example the first 8 bytes of "oid_796.dat" files contain the OID of the ZTF DR3 light curve which feature are presented in the first 168 bytes of "feature_796.dat" file. Note that only observations between 58194 ≤ MJD ≤ 58483 are used, see Malanchev et al. 2021 for features details. The sample Python code to access the data as Numpy arrays: <pre><code class="language-python">import numpy as np oid = np.memmap('oid_796.dat', mode='r', dtype=np.uint64) with open('feature_796.name') as f: names = f.read().split() dtype = [(name, np.float32) for name in names] feature = np.memmap('feature_796.dat', mode='r', dtype=dtype, shape=oid.shape) idx = np.argmax(feature['amplitude']) print('Object {} has maximum amplitude {:.3f}'.format(oid[idx], feature['amplitude'][idx]))</code></pre> It should print "Object 796206400001779 has maximum amplitude 3.739"
DOI: 10.5517/ccdc.csd.cc28k095
title: CCDC 2101716: Experimental Crystal Structure Determination

description: Related Article: Yi Luo, Wenhua Fu, Bin Wang, Zhiqing Yuan, Junliang Sun, Xiaodong Zou, Weimin Yang|2022|Inorg.Chem.|61|4371|doi:10.1021/acs.inorgchem.1c03632
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.cc2bmdt6
title: CCDC 2163608: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmdv7
title: CCDC 2163609: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmdw8
title: CCDC 2163610: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmdx9
title: CCDC 2163611: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmdyb
title: CCDC 2163612: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmdzc
title: CCDC 2163613: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmf0f
title: CCDC 2163614: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmf1g
title: CCDC 2163615: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmf2h
title: CCDC 2163616: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmf3j
title: CCDC 2163617: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bmph5
title: CCDC 2163877: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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.cc2bpjtd
title: CCDC 2165654: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpjvf
title: CCDC 2165655: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpjwg
title: CCDC 2165656: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpjxh
title: CCDC 2165657: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpjyj
title: CCDC 2165658: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpjzk
title: CCDC 2165659: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpk0m
title: CCDC 2165660: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bpk1n
title: CCDC 2165661: Experimental Crystal Structure Determination

description: Related Article: Satoshi Takebayashi, Robert R. Fayzullin, Richa Bansal|2022|Chemical Science|13|9202|doi:10.1039/D2SC03028D
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.cc2bwwdj
title: CCDC 2171748: Experimental Crystal Structure Determination

description: Related Article: Ziyong Li, Ji-Rui Zhang, Xu-Ke Tian, Shuren Yang, Si Chen, Hui Zhou, Xiao-Gang Yang|2022|Chemical Science|13|9381|doi:10.1039/D2SC02662G
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.cc2bzsy2
title: CCDC 2174555: Experimental Crystal Structure Determination

description: Related Article: Ao Li, Yang Gao, Jian-Bin Lu, Zhi-Chao Chen, Wei Du, Ying-Chun Chen|2022|Chemical Science|13|9265|doi:10.1039/D2SC02985E
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.cc2c0ydr
title: CCDC 2175654: Experimental Crystal Structure Determination

description: Related Article: Ravinder Singh, Deng-Gao Chen, Chun-Hsiang Wang, Chi-Chi Wu, Chao-Hsien Hsu, Chi-Hua Wu, Tai-Ying Lai, Pi-Tai Chou, Chao-Tsen Chen|2022|J.Mater.Chem.B|10|6228|doi:10.1039/D2TB01224C
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.cc2c0yfs
title: CCDC 2175655: Experimental Crystal Structure Determination

description: Related Article: Ravinder Singh, Deng-Gao Chen, Chun-Hsiang Wang, Chi-Chi Wu, Chao-Hsien Hsu, Chi-Hua Wu, Tai-Ying Lai, Pi-Tai Chou, Chao-Tsen Chen|2022|J.Mater.Chem.B|10|6228|doi:10.1039/D2TB01224C
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.cc2c28mc
title: CCDC 2176932: Experimental Crystal Structure Determination

description: Related Article: Pau Font, Hugo Valdés, Gregorio Guisado-Barrios, Xavi Ribas|2022|Chemical Science|13|9351|doi:10.1039/D2SC01966C
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: 10.7284/129253
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise MGL1801 using a Hawaii UHDAS instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/129243
title: Expendable Probe data collected during research cruise MGL1801 using a Sippican MK21 instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/129250
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGL1801 using a CCTech C-Nav 2000 instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/129255
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGL1801 using a CCTech C-Nav 3050 instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/129251
title: Gravimeter data collected during research cruise MGL1801 using a Bell BGM-3 instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/129249
title: Gyrocompass data collected during research cruise MGL1801 using a Kongsberg Simrad GC80 instrument system onboard the platform RV Marcus G. Langseth

description: Original (unprocessed) data collected during a Field_expedition