cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2qqt7j
title: CCDC 2524368: Experimental Crystal Structure Determination

description: Related Article: Oybek  Khudoyberganov|2026|CSD Communication|||
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: 10.6084/m9.figshare.30850535
title: Datos de abundancia y diversidad de artrópodos aéreos capturados mediante trampas multivasos de caída en establecimientos agropecuarios de la región pampeana, Argentina.

description: Datos obtenidos del monitoreo de insectos benéficos aéreos realizado durante dos estaciones (primavera y verano) en 15 establecimientos agropecuarios de la Región Pampeana. El estudio se desarrolló en el marco del relevamiento de biodiversidad funcional en agroecosistemas, con el objetivo de caracterizar la abundancia y riqueza de insectos polinizadores y de grupos seleccionados de insectos depredadores y parasitoides considerados organismos benéficos. El muestreo se llevó a cabo mediante trampas de caída multivaso activas durante 24 horas, instaladas en diferentes elementos del paisaje y ambientes previamente definidos dentro de cada establecimiento productivo. Los artrópodos capturados fueron clasificados e identificados a nivel taxonómico pertinente para cada grupo de estudio, y se estimaron métricas de abundancia y riqueza por sitio y período de muestreo.En total, se recolectaron 120.852 artrópodos a partir de 505 trampas de caída multivaso. El conjunto de datos incluye información sobre la abundancia de los diferentes grupos biológicos registrados, los sitios y ambientes muestreados, la estación del año y la identificación del establecimiento, constituyendo una línea de base para el análisis de la biodiversidad benéfica asociada a sistemas productivos de la Región Pampeana y para el diseño de estrategias orientadas a mejorar la sustentabilidad y resiliencia de los agroecosistemas.
DOI: 10.6084/m9.figshare.30850535.v4
title: Datos de abundancia y diversidad de artrópodos aéreos capturados mediante trampas multivasos de caída en establecimientos agropecuarios de la región pampeana, Argentina.

description: Datos obtenidos del monitoreo de insectos benéficos aéreos realizado durante dos estaciones (primavera y verano) en 15 establecimientos agropecuarios de la Región Pampeana. El estudio se desarrolló en el marco del relevamiento de biodiversidad funcional en agroecosistemas, con el objetivo de caracterizar la abundancia y riqueza de insectos polinizadores y de grupos seleccionados de insectos depredadores y parasitoides considerados organismos benéficos. El muestreo se llevó a cabo mediante trampas de caída multivaso activas durante 24 horas, instaladas en diferentes elementos del paisaje y ambientes previamente definidos dentro de cada establecimiento productivo. Los artrópodos capturados fueron clasificados e identificados a nivel taxonómico pertinente para cada grupo de estudio, y se estimaron métricas de abundancia y riqueza por sitio y período de muestreo.En total, se recolectaron 120.852 artrópodos a partir de 505 trampas de caída multivaso. El conjunto de datos incluye información sobre la abundancia de los diferentes grupos biológicos registrados, los sitios y ambientes muestreados, la estación del año y la identificación del establecimiento, constituyendo una línea de base para el análisis de la biodiversidad benéfica asociada a sistemas productivos de la Región Pampeana y para el diseño de estrategias orientadas a mejorar la sustentabilidad y resiliencia de los agroecosistemas.
DOI: 10.5517/ccdc.csd.cc2qqxs5
title: CCDC 2524478: Experimental Crystal Structure Determination

description: Related Article: xuanzhen han|2026|CSD Communication|||
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: 10.6084/m9.figshare.30850535.v3
title: Datos de abundancia y diversidad de artrópodos aéreos capturados mediante trampas multivasos de caída en establecimientos agropecuarios de la región pampeana, Argentina.

description: Datos obtenidos del monitoreo de insectos benéficos aéreos realizado durante dos estaciones (primavera y verano) en 15 establecimientos agropecuarios de la Región Pampeana. El estudio se desarrolló en el marco del relevamiento de biodiversidad funcional en agroecosistemas, con el objetivo de caracterizar la abundancia y riqueza de insectos polinizadores y de grupos seleccionados de insectos depredadores y parasitoides considerados organismos benéficos. El muestreo se llevó a cabo mediante trampas de caída multivaso activas durante 24 horas, instaladas en diferentes elementos del paisaje y ambientes previamente definidos dentro de cada establecimiento productivo. Los artrópodos capturados fueron clasificados e identificados a nivel taxonómico pertinente para cada grupo de estudio, y se estimaron métricas de abundancia y riqueza por sitio y período de muestreo.En total, se recolectaron 120.852 artrópodos a partir de 505 trampas de caída multivaso. El conjunto de datos incluye información sobre la abundancia de los diferentes grupos biológicos registrados, los sitios y ambientes muestreados, la estación del año y la identificación del establecimiento, constituyendo una línea de base para el análisis de la biodiversidad benéfica asociada a sistemas productivos de la Región Pampeana y para el diseño de estrategias orientadas a mejorar la sustentabilidad y resiliencia de los agroecosistemas.
DOI: 10.5517/ccdc.csd.cc2qqy1g
title: CCDC 2524486: Experimental Crystal Structure Determination

description: Related Article: Liang Gou|2026|CSD Communication|||
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.cc2qqycs
title: CCDC 2524496: Experimental Crystal Structure Determination

description: Related Article: Wandi Cao|2026|CSD Communication|||
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.cc2qqz6n
title: CCDC 2524522: Experimental Crystal Structure Determination

description: Related Article: J. T. Mague, V. Ramamurthy|2026|CSD Communication|||
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.cc2qqzq5
title: CCDC 2524538: Experimental Crystal Structure Determination

description: Related Article: Lei yang|2026|CSD Communication|||
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: 10.25625/yngsos/phqlad
title: MLS_FINAL.tab

description: MLS results summer 2025
DOI: 10.25625/yngsos
title: Mobile Laserscanning Results 2025

description: FoResLab SP:5 Status: FINAL Type: Processed data Expected completion: Expected update interval: (maybe once more) Short description: Summer scans -Leaf-on- of all 25 forest lab sites. Using a mobile laser scanner Geoslam Horizon by Geoslam Ltd., Nottingham, UK. We scanned each plot, starting in the center of the plot and consecutively walking in circles of increasing radius around the center until the whole area was scanned. The area was then clipped to match with the drone coverage of the sites, filtered -standard filters for outliers-, subsampled to 1 cm resolution and normalized -terrain normalization-Final metric table of box-dimension, canopy cover, effective number of layers, foliage height diversity and vertical evenness. (2025)
DOI: 10.15468/dl.cj4dbt
title: Occurrence Download

description: A dataset containing 15247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myricaria germanica"
 ]
}

 The dataset includes 15247 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002627-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf2p9q
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((27.60166 14.75126,151.39834 14.75126,151.39834 64.24874,27.60166 64.24874,27.60166 14.75126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nitraria sibirica"
 ]
}

 The dataset includes 716 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002629-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdtrgu
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((27.60166 14.75126,151.39834 14.75126,151.39834 64.24874,27.60166 64.24874,27.60166 14.75126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nitraria sibirica"
 ]
}

 The dataset includes 716 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002630-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d74bq
title: Occurrence Download

description: A dataset containing 442885 species occurrences available in GBIF matching the query:
{
 "HostingOrganizationKey" : [
 "is c54097e6-0972-4acb-b849-eaeba29c917d"
 ]
}

 The dataset includes 442885 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011888-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/32sjzxtgk7
title: Safe Gaussian distributed soft actor-critic (SGDSAC) algorithm

description: We have proposed a novel distributional DRL algorithm called safe Gaussian distributed soft actor-critic (SGDSAC). Additionally, to facilitate the training of DRL-based energy management strategies for HEVs using Python and Simulink, we have provided a DLL-based DRL environment configuration solution. We make our approach openly available here to facilitate the reviewers' evaluation of our work.

The "log" folder contains the raw training data recorded by "TensorBoard" during algorithm training. You can convert these data into Excel files using the "LoggerVisualizer" function provided in each algorithm's code.

Python environment:
python 3.9.0
pytorch 2.1.2
pytorch-cuda 12.1
numpy 1.26.4
cvxopt 1.2.6
cvxpy 1.5.2
tensorboard 2.17.0
pandas 2.1.4
gym 0.26.2
DOI: 10.17632/32sjzxtgk7.1
title: Safe Gaussian distributed soft actor-critic (SGDSAC) algorithm

description: We have proposed a novel distributional DRL algorithm called safe Gaussian distributed soft actor-critic (SGDSAC). Additionally, to facilitate the training of DRL-based energy management strategies for HEVs using Python and Simulink, we have provided a DLL-based DRL environment configuration solution. We make our approach openly available here to facilitate the reviewers' evaluation of our work.

The "log" folder contains the raw training data recorded by "TensorBoard" during algorithm training. You can convert these data into Excel files using the "LoggerVisualizer" function provided in each algorithm's code.

Python environment:
python 3.9.0
pytorch 2.1.2
pytorch-cuda 12.1
numpy 1.26.4
cvxopt 1.2.6
cvxpy 1.5.2
tensorboard 2.17.0
pandas 2.1.4
gym 0.26.2
DOI: 10.17632/stf5xc7hb6.1
title: Dissolved oxygen in the Canada Basin of the Arctic Ocean during 1994-2021

description: This dataset consists of the gridded data of seawater temperature, salinity, oxygen, apparent oxygen utilization, oxygen solubility, dissolved inorganic nitrogen, and phosphate from 1994 to 2021 in the Canada Basin of the Arctic Ocean. The data file is provided including the yearly distribution to estimate decadal changes.
DOI: 10.17632/stf5xc7hb6.2
title: Dissolved oxygen in the Canada Basin of the Arctic Ocean during 1994-2021

description: This synthesized dataset is the gridded data of seawater temperature, salinity, oxygen concentration, apparent oxygen utilization, oxygen solubility, dissolved inorganic nitrogen, and phosphate spanning from 1994 to 2021 within the Canada Basin of the Arctic Ocean. Data were compiled from multiple sources, including GLODAPv2.2023, the Beaufort Gyre Exploration Project at Woods Hole Oceanographic Institution (WHOIDC, https://www2.whoi.edu/site/beaufortgyre/data/ctd-and-geochemistry/), and the Chinese National Arctic and Antarctic Data Center (NADC, https://datacenter.chinare.org.cn/data-center/dindex). All datasets underwent quality control following the GLODAP quality control protocol. This dataset is intended to facilitate the estimation of long-term changes in oxygen concentration within the Canada Basin.
DOI: 10.6084/m9.figshare.29202734
title: <b>Early Atropine Boosts DSE Success: A Strategy to Overcome Chronotropic Incompetence in End-Stage Liver Disease</b>

description: <b>Excel Data of Early Atropine Boosts DSE Success: A Strategy to Overcome Chronotropic Incompetence in End-Stage Liver Disease</b> for a journal.<br>
DOI: 10.6084/m9.figshare.29202734.v1
title: <b>Early Atropine Boosts DSE Success: A Strategy to Overcome Chronotropic Incompetence in End-Stage Liver Disease</b>

description: <b>Excel Data of Early Atropine Boosts DSE Success: A Strategy to Overcome Chronotropic Incompetence in End-Stage Liver Disease</b> for a journal.<br>
DOI: 10.15468/dl.banszu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9648 10.8496,35.9648 10.8496,35.9648 1.8496,44.9648 1.8496,44.9648 10.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009751-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ay8uy9
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pintoa chilensis Gay"
 ]
}

 The dataset includes 87 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009753-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15274641
title: Code and data for "Influence of Point Defects on Thermal Conductivity in TiFexNi1−xSb Alloys"

description: This dataset is used for generating figures in the paper titled "Influence of Point Defects on Thermal Conductivity in TiFexNi1−xSb Alloys".It includes the following contents:





Force constants for substitutional, interstitial, and antisite point defects




POSCAR files




Scattering rates




T-matrix data




Vk files
DOI: 10.5281/zenodo.15274642
title: Code and data for "Influence of Point Defects on Thermal Conductivity in TiFexNi1−xSb Alloys"

description: This dataset is used for generating figures in the paper titled "Influence of Point Defects on Thermal Conductivity in TiFexNi1−xSb Alloys".It includes the following contents:





Force constants for substitutional, interstitial, and antisite point defects




POSCAR files




Scattering rates




T-matrix data




Vk files
DOI: 10.15468/dl.nhk3jx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is FBIP:IZIKO-UCT:Historical Invertebrates (1930-1980)",
 "TaxonKey is Amphibalanus reticulatus (Utinomi, 1967)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069735-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scsknk
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.20949 9.7438,-7.57339 29.8947,-19.21069 37.73456,-36.11539 16.29744,-16.20949 9.7438))",
 "TaxonKey is Pennaria Goldfuss, 1820"
 ]
}

 The dataset includes 80 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043842-240506114902167/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.28471901.v1
title: Screening a new European hake (Merluccius merluccius) chromosome-level genome assembly suggests an XX/XY sex determining system driven by the SRY-box transcription factor 3 (sox3). Supplementary files.

description: Table S2A: Detailed gene annotation of M. merluccius genome per chromosome<br>Table S5: Partition of the total genetic diversity (FIT) between (FST) and within (FIS) components in male (5) and female (5) subpopulations of M. merluccius for SNPs genotyped and mapped across the whole chromosome using WGS. Results of average figures using a sliding window of 10 SNPs for FIS and FST in the two additional columns to the right. Highlighted in red the most interesting regions at chromosomes surpassing the established thresholds for both estimators, and in green selected regions on chromosomes 5 and 12 with high Fst and including suggestive genes putatively involved in sexual conflict.Figure S5: Representation of genetic differentiation (FST) and intrapopulation fixation index (FIS) components in male and female subpopulations of M. merluccius for SNPs mapped through WGS and using sliding windows of 10 SNPs both estimators. Red arrows point to the most interesting associated with sex (see Table S4) and green arrows regions to regions on chromosomes 5 and 12 potentially involved in sexual conflict.
DOI: 10.15468/dl.4qfth9
title: Occurrence Download

description: A dataset containing 4809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachypodium Lindl."
 ]
}

 The dataset includes 4809 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013033-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrtnx7
title: Occurrence Download

description: A dataset containing 26698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius deterrimus Gröger"
 ]
}

 The dataset includes 26698 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013032-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15159/phytop.143
title: Väimela Alajärv

description: Phytoplankton biomass, diversity and abundance in samples collected from Väimela Alajärv during the period 1962-1989.
DOI: 10.17632/p3xr95tk74.1
title: In-Situ Iron Isotope Analysis of pyrite from coals: Insights into Iron Isotope Fractionation from Dissimilatory Iron Reduction (DIR) and Redox Reactions

description: Description: This dataset includes previously published geochemical data from the Yinshan Orogenic Belt, iron isotope data from the Tumbiana Formation and Archean shales. The geochemical data from the Yinshan Orogenic Belt comprise Neoarchean granitoids, Neoarchean–Paleoproterozoic granitoids, Paleoproterozoic granitoids, and Paleoproterozoic diorites. The specific sources of these data are provided in the caption of Figure 9. These data help constrain the provenance of iron in the Qinshui Basin. The comparison of the Gaussian distributions of iron isotope data from the Tumbiana Formation and Archean shales with those of this study provides important insights into the iron isotope fractionation patterns observed in our samples. The sources of these comparative data are listed in the caption of Figure 10.
DOI: 10.17632/924gz5795p.1
title: δ65Cu isotopic fractionation in coral tissue: A biomarker of holobiont photophysiology following volcanic ash exposure (Original data)

description: This original data contains the results of physiological measurements (photosynhtetic parameters, photosynthesis and respiration rates) on individual Stylophora pistillata coral nubbins, and chemical analysis results of the minor and trace element composition, including Fe, Cu and Zn isotopic composition of coral tissue, its symbionts, and of unaltered and pristine volcanic ash.
DOI: 10.17632/924gz5795p.2
title: δ65Cu isotopic fractionation in coral tissue: A biomarker of holobiont photophysiology following volcanic ash exposure (Original data)

description: This original data contains the results of physiological measurements (photosynhtetic parameters, photosynthesis and respiration rates) on individual Stylophora pistillata coral nubbins, and chemical analysis results of the minor and trace element composition, including Fe, Cu and Zn isotopic composition of coral tissue, its symbionts, and of unaltered and pristine volcanic ash.
DOI: 10.15468/dl.jkkscm
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fucus limitaneus (Mont.) Mont., 1856"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001065-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy88np
title: Occurrence Download

description: A dataset containing 1568667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylis L."
 ]
}

 The dataset includes 1568667 records from 4954 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001057-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.