cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2pcfdx
title: CCDC 2483639: Experimental Crystal Structure Determination

description: Related Article: Jared D. Fletcher, Marios Zacharias, Shoshanna Peifer, Jin Hou, Anastasia D. Pournara, Aditya D. Mohite, Richard D. Schaller, Jacky Even, Claudine Katan, Mercouri G. Kanatzidis|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c02328
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.cc2pglb3
title: CCDC 2486675: Experimental Crystal Structure Determination

description: Related Article: Tomasz Wojnowski, Kinga Kaniewska-Laskowska, Jarosław Chojnacki, Sylwia Freza, Rafał Grubba|2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-rqkcb
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.cc2pglc4
title: CCDC 2486676: Experimental Crystal Structure Determination

description: Related Article: Tomasz Wojnowski, Kinga Kaniewska-Laskowska, Jarosław Chojnacki, Sylwia Freza, Rafał Grubba|2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-rqkcb
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.cc2pgld5
title: CCDC 2486677: Experimental Crystal Structure Determination

description: Related Article: Tomasz Wojnowski, Kinga Kaniewska-Laskowska, Jarosław Chojnacki, Sylwia Freza, Rafał Grubba|2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-rqkcb
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.cc2kwst2
title: CCDC 2380205: Experimental Crystal Structure Determination

description: Related Article: Wulan Zeng, Xia Wang, Bing Lu, Shuxian Zhang, Daiyao Yue|2026|J.Chem.Cryst.|56||doi:10.1007/s10870-025-01067-0
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.cc2kwsv3
title: CCDC 2380206: Experimental Crystal Structure Determination

description: Related Article: Wulan Zeng, Xia Wang, Bing Lu, Shuxian Zhang, Daiyao Yue|2026|J.Chem.Cryst.|56||doi:10.1007/s10870-025-01067-0
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.cc2pjxfl
title: CCDC 2488910: Experimental Crystal Structure Determination

description: Related Article: Tianmeng Jia, Lili Chen, Wei Sun, Senmiao Xu|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16702
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.cc2pjxgm
title: CCDC 2488911: Experimental Crystal Structure Determination

description: Related Article: Tianmeng Jia, Lili Chen, Wei Sun, Senmiao Xu|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16702
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: 10.15468/dl.b8jqd9
title: Occurrence Download

description: A dataset containing 1776360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania, Europe)",
 "TypeStatus is one of (Type, Isotype, OriginalMaterial, Syntype, Holotype, Paratype, Isosyntype, Iconotype, Lectotype, Paralectotype, Isolectotype, Allotype, Epitype, Extype, Isoepitype, Neotype, TypeSeries, Isoneotype, Cotype, Exisotype, Hypotype, Isoparatype)"
 ]
}

 The dataset includes 1776360 records from 16202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069180-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/27a52766779390441d54eeb4fc6e7660
title: Underwater Photosynthetically Active Radiation (PAR) from in-situ Lake Primary Production Experiments in the McMurdo Dry Valleys of Antarctica (1995-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, PAR is measured at one depth during primary production experiments in Dry Valley Lakes. This data set quantifies instantaneous underwater PAR at 10-meter depths in Lakes Bonney and Hoare, and at 7-meter depth in Lake Fryxell (depths vary after 2008, check data file for actual depth). Ambient PAR was also measured at the air-ice interface from each of these lakes.
DOI: 10.5281/zenodo.14750677
title: Data from: Aberrant choroid plexus formation drives the development of treatment-related brain toxicity

description: Numerical source data for graphs
DOI: 10.15468/dl.cyd83t
title: Occurrence Download

description: A dataset containing 2542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "GadmGid is MDG",
 "OccurrenceStatus is Present",
 "TaxonKey is Asphodelaceae"
 ]
}

 The dataset includes 2542 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002164-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3b8ex
title: Occurrence Download

description: A dataset containing 1153735 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares)"
 ]
}

 The dataset includes 1153735 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002161-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udsjwt
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is Antioquia",
 "TaxonKey is Heliconius erato (Linnaeus, 1758)"
 ]
}

 The dataset includes 130 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14894883
title: Assessment of machine learning-based approaches to improve sub-seasonal to seasonal forecasting of precipitation in Senegal.

description: In Senegal, the West African monsoon (WAM) season is characterized by pronounced subseasonal to seasonal (S2S) rainfall fluctuations in response to complex interactions between large-scale atmospheric and oceanic variability patterns and mesoscale convective systems. Indeed, the general circulation models (GCMs) used in the development of S2S forecasting systems often struggle to represent the mechanisms yielding WAM predictability. This study explores the potential of machine learning (ML) approaches to improve S2S precipitation forecasting in Senegal. We evaluate a set of ML models, including ridge regression, linear regression, random forest, support vector machine, Adaboost, and multilayer perceptron for S2S forecasting of precipitation during the monsoon season. To this aim, we use a combination of high-resolution global precipitation estimates from ground and satellite observations, along with atmospheric and oceanic reanalysis products. Our methodology relies on a non-filtering approach to extract significant S2S signals as predictors, enabling real-time application.We demonstrate that integrating different predictor variables from a range of atmospheric and oceanic fields significantly enhances prediction skill. Notably, the ridge regression model outperforms state-of-the-art GCM-derived S2S predictions. The study highlights the potential for developing operational S2S forecasting systems for West African precipitation using ML techniques to complement GCM-based forecast systems, offering valuable tools for climate risk anticipation and water resource management. Such ML-based systems not only provide skillful predictions but are also computationally more efficient compared to GCMs, and can be extended to diverse climatic zones.
DOI: 10.5281/zenodo.14894884
title: Assessment of machine learning-based approaches to improve sub-seasonal to seasonal forecasting of precipitation in Senegal.

description: In Senegal, the West African monsoon (WAM) season is characterized by pronounced subseasonal to seasonal (S2S) rainfall fluctuations in response to complex interactions between large-scale atmospheric and oceanic variability patterns and mesoscale convective systems. Indeed, the general circulation models (GCMs) used in the development of S2S forecasting systems often struggle to represent the mechanisms yielding WAM predictability. This study explores the potential of machine learning (ML) approaches to improve S2S precipitation forecasting in Senegal. We evaluate a set of ML models, including ridge regression, linear regression, random forest, support vector machine, Adaboost, and multilayer perceptron for S2S forecasting of precipitation during the monsoon season. To this aim, we use a combination of high-resolution global precipitation estimates from ground and satellite observations, along with atmospheric and oceanic reanalysis products. Our methodology relies on a non-filtering approach to extract significant S2S signals as predictors, enabling real-time application.We demonstrate that integrating different predictor variables from a range of atmospheric and oceanic fields significantly enhances prediction skill. Notably, the ridge regression model outperforms state-of-the-art GCM-derived S2S predictions. The study highlights the potential for developing operational S2S forecasting systems for West African precipitation using ML techniques to complement GCM-based forecast systems, offering valuable tools for climate risk anticipation and water resource management. Such ML-based systems not only provide skillful predictions but are also computationally more efficient compared to GCMs, and can be extended to diverse climatic zones.
DOI: 10.15468/dl.uffyd7
title: Occurrence Download

description: A dataset containing 3623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "VerbatimScientificName is Pachycereus pringlei"
 ]
}

 The dataset includes 3623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002167-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/38ff92d0fe0ff7affdce121711c59520
title: Underwater photosynthetically active radiation (PAR) vertical profiles collected from lakes in the McMurdo Dry Valleys, Antarctica (1993-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, lakes are monitored for photosynthetic active radiation (PAR) levels. This data set exemplifies the vertical profile of underwater PAR profiles in perennial ice covered lakes and ambient PAR measured at the air-ice interface. Profile data can be used to calculate extinction coefficients for the water column and ice layer.
DOI: 10.6084/m9.figshare.28447241
title: Full peptide quant reports and unique peptides for each of the 15 species' searches

description: This FigShare repository contains supporting information for the manuscript entitled Backyard Proteomics - A Case Study in the Black Widow Spider. This repository is an intermediate between the Supporting information provided in the manuscript and the ProteomeXchange https://proteomecentral.proteomexchange.org/cgi/GetDataset?ID=PXD051601 publicly available data for the study. The latter contains all original mass spectrometry data and intermediate processed data including assigned peptides, proteins, and their abundances in .SNE file format. Text versions of the protein level data is provided in the paper supporting information and peptide level data is contained within this project.
DOI: 10.15468/dl.knsa38
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is Antioquia",
 "TaxonKey is Anoura geoffroyi Gray, 1838"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002169-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28447127
title: Monte Carlo Simulated Dataset of Wide-Angle X-ray Diffraction Patterns of Cellulose Microfibrils

description: Comprehensive dataset of 80,000 Monte Carlo-simulated X-ray diffraction patterns from the cellulose 200 lattice. The dataset was generated through Monte Carlo simulation based on established X-ray diffraction physics, incorporating cell wall geometries typical of wood anatomy - from circular fibers to polygonal tracheids - and accounting for the full range of crystallographic and anatomical parameters that influence diffraction patterns. Each simulated pattern required multiple nested Monte Carlo iterations (approximately 10 million per pattern), making the generation of such a dataset computationally intensive and time-consuming.
DOI: 10.6084/m9.figshare.28447127.v1
title: Monte Carlo Simulated Dataset of Wide-Angle X-ray Diffraction Patterns of Cellulose Microfibrils

description: Comprehensive dataset of 80,000 Monte Carlo-simulated X-ray diffraction patterns from the cellulose 200 lattice. The dataset was generated through Monte Carlo simulation based on established X-ray diffraction physics, incorporating cell wall geometries typical of wood anatomy - from circular fibers to polygonal tracheids - and accounting for the full range of crystallographic and anatomical parameters that influence diffraction patterns. Each simulated pattern required multiple nested Monte Carlo iterations (approximately 10 million per pattern), making the generation of such a dataset computationally intensive and time-consuming.
DOI: 10.25574/04771
title: Chandra X-ray Observatory ObsId 04771

description: The size of the nuclear reflector in the Circinus Galaxy
DOI: 10.25574/10223
title: Chandra X-ray Observatory ObsId 10223

description: A Deep HETG Probe of the CSM Interaction in SN1996cr
DOI: 10.25574/62877
title: Chandra X-ray Observatory ObsId 62877

description: ACIS GRATING SPECTROSCOPY OF SEYFERT GALAXIES
DOI: 10.25574/cdc.284
title: Chandra X-ray Observatory Chandra Data Collection for request #284

description: Chandra Data Collection for request #284
description: DOI updated to include the publication's DOI on 2025-02-19-15:00:00
DOI: 10.60893/figshare.app.28259975.v1
title: Supplementary information

description: Supplementary material for 
Generating high-harmonic array beams
DOI: 10.12751/g-node.d0c1ad
title: Chemogenetic modulation and single-photon calcium imaging in anterior cingulate cortex reveal a mechanism for effort-based decisions

description: This file provides source data for all Figures appearing in Hart, Blair, O'Dell, Blair, Izquierdo (2020).
description: IsSupplementTo: Hart, E. E., Blair, G. J., O’Dell T. J., Blair H. T., Izquierdo, A. (2020) Chemogenetic modulation and single-photon calcium imaging in anterior cingulate cortex reveal a mechanism for effort-based decisions. bioRxiv 792069. (https://doi.org/10.1101/792069)
description: IsSupplementTo: Hart, E. E., Blair, G. J., O’Dell T. J., Blair H. T., Izquierdo, A. (2020) Chemogenetic modulation and single-photon calcium imaging in anterior cingulate cortex reveal a mechanism for effort-based decisions. Journal of Neuroscience 40(29):5628-5643. (https://doi.org/10.1523/JNEUROSCI.2548-19.2020)
DOI: 10.15468/dl.d2y9ps
title: Occurrence Download

description: A dataset containing 400409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-12-25",
 "EventDate is less than or equal to 2025-01-24",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 400409 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002168-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya7k5h
title: Occurrence Download

description: A dataset containing 53069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nothura Wagler, 1827"
 ]
}

 The dataset includes 53069 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002170-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/d66bd6718c1430b603f74383a15d18a6
title: Hydrogen ion concentrations (pH) in discrete water column samples collected from lakes in the McMurdo Dry Valleys, Antarctica (1993-2023, ongoing)

description: As part of the McMurdo Long Term Ecological Research (LTER) project in the Dry Valleys of Antarctica, hydrogen ion concentrations were monitored in various lakes of the region. An Orion portable pH meter was used to record hydrogen ion concentrations at depth specific intervals in perennial ice-covered lakes.
DOI: 10.15468/dl.h7rfvy
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron viriosum Craven"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002171-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.app.28259975
title: Supplementary information

description: Supplementary material for 
Generating high-harmonic array beams
DOI: 10.60893/figshare.app.28259975.v2
title: Supplementary information

description: Supplementary material for 
Generating high-harmonic array beams
DOI: 10.60893/figshare.app.28259975.v3
title: Supplementary information

description: Supplementary material for 
Generating high-harmonic array beams
DOI: 10.12751/g-node.881cac
title: Sex-dependent effects of chronic intermittent voluntary alcohol consumption on attentional, not motivational, measures during probabilistic learning and reversal

description: This file provides source data for all Figures appearing in Aguirre CG, Stolyarova A, Das K, Kolli S, Marty V, Ray L, Spigelman I, Izquierdo A (2020).
description: IsSupplementTo: Aguirre, C. G., Stolyarova, A., Das, K., Kolli, S., Marty, V., Ray, L., Spigelman, I., Izquierdo, A. (2020). Sex-dependent effects of chronic intermittent voluntary alcohol consumption on attentional, not motivational, measures during probabilistic learning and reversal. bioRxiv 2020.05.01.071092. (https://doi.org/10.1101/2020.05.01.071092)
description: IsSupplementTo: Aguirre, C. G., Stolyarova, A., Das, K., Kolli, S., Marty, V., Ray, L., Spigelman, I., Izquierdo, A. (2020). Sex-dependent effects of chronic intermittent voluntary alcohol consumption on attentional, not motivational, measures during probabilistic learning and reversal. Plos One 15(6):e0234729. (https://doi.org/10.1371/journal.pone.0234729)
DOI: 10.15468/dl.kex6px
title: Occurrence Download

description: A dataset containing 37222571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((-75 -15, -75 5, -50 5, -50 -15, -75 -15))"
 ]
}

 The dataset includes 37222571 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2lyt2g
title: CCDC 2411926: Experimental Crystal Structure Determination

description: Related Article: S.S. Sharaya, N.E. Bogdanov, B.A. Zakharov, E.V. Boldyreva|2025|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|81|104|doi:10.1107/S2052520624012010
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.cc2lyt3h
title: CCDC 2411927: Experimental Crystal Structure Determination

description: Related Article: S.S. Sharaya, N.E. Bogdanov, B.A. Zakharov, E.V. Boldyreva|2025|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|81|104|doi:10.1107/S2052520624012010
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.