cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e114251v1-147284
title: Replication data for: Temperature Shocks and Economic Growth: Evidence from the Last Half Century

description: This paper uses historical fluctuations in temperature within countries to identify its effects on aggregate economic outcomes. We find three primary results. First, higher temperatures substantially reduce
economic growth in poor countries. Second, higher temperatures may reduce growth rates, not just the level of output. Third, higher temperatures have wide-ranging effects, reducing agricultural output, industrial output, and political stability. These findings inform debates over climate's role in economic development and suggest the
possibility of substantial negative impacts of higher temperatures on poor countries. (JEL E23, O13, Q54, Q56)
DOI: 10.57745/a2xbmi
title: Physical properties of L. bulgaricus CFL1 and L. plantarum WCFS1 concentrates_matrix.txt

description: Glass transition temperature of freeze-thawed cell concentrates. Glass transition and water activity of dried samples after freeze-drying, spray drying and 28 days of storage at 4, 23 and 37 degrees Celsius
DOI: 10.57745/ezvmyz
title: Biochemical characterization of L. bulgaricus CFL1 and L. plantarum WCFS1 cells by FTIR micro-spectroscopy.txt

description: FTIR micro-spectroscopy in aqueous environment of sensitive (L. bulgaricus CFL1) and resistant (L. plantarum WCFS1) cells
DOI: 10.57745/zop3pp
title: Biological activity of L. bulgaricus CFL1 and L. plantarum WCFS1 populations.txt

description: Culturability (plate counts), acidifying activity (Cinac system), viable, injured and dead cells (flow cytometry)
DOI: 10.6084/m9.figshare.25481632
title: Whole-body patterns of muscle degeneration and progression in sarcoglycanopathies

description: MRI studies were performed following standard protocols, either WB(Carlier & Quijano-Roy, 2019; Chardon et al., 2019; Quijano-Roy et al., 2012) or combination of UB and LB MRI(Tasca et al., 2012, 2014), using different 1.5T or 3T scanners, and T1-weighted images were analyzed.A total of 65 muscles on both sides were independently evaluated for each scan by two independent observers, a radiologist and a pediatric neurologist with experience in muscle imaging (AS and LC). In case of discrepancy between the evaluators, agreement was reached by consensus (AS, DGA and LC). The median scores from both sides were used for data analysis. A four-point modified Lamminen scale was used to evaluate signal abnormalities representative of the extent of intramuscular fatty replacement in each muscle as follows: 0= normal signal intensity, 1=slightly hyperintense, patchy intramuscular signal changes 2=markedly hyperintense and widespread intramuscular signal changes, 3= total, homogeneous hyperintense signal change in whole muscle, equaling the signal intensity of the adjacent subcutaneous or paramuscular fat, or atrophy(Chardon et al., 2019; Lamminen, 1990; Wattjes et al., 2010). The scores of muscles that were not adequately visualized were considered as missing values (NA). The lower limb scans analyzed in the previous imaging study(Tasca et al., 2018) with a 5-point scoring system were re-scored to address the limitations in assessing some of the small and flat muscles in the head, trunk, neck and arms, ensuring uniformity across all body regions.
DOI: 10.17026/dans-z47-rvzg
title: Thematic collection: Social and Cultural Developments in the Netherlands

description: :unav
DOI: 10.5522/04/25445176
title: EPICC-ID Data

description: Dataset from the NIHR HTA-funded EPICC-ID trial. More information can be found at https://doi.org/10.3310/JKTY6144<br>
DOI: 10.5522/04/25445176.v1
title: EPICC-ID Data

description: Dataset from the NIHR HTA-funded EPICC-ID trial. More information can be found at https://doi.org/10.3310/JKTY6144<br>
DOI: 10.6084/m9.figshare.25481659
title: Sidewalk_road_yolo_dataset.7z

description: <b>Dataset (Image) Collection:</b>A dataset of sidewalk and road images is downloaded from roboflow, which is an end-to-end computer vision platform that simplifies the process of building computer vision models.The dataset is a semantic segmentation dataset out of which only the images have been used to create a new dataset because the requirement of the project is to obtain sidewalk and road areas in terms of small bounding boxes, rather than overall bounding box.<br><b>b.</b><b> </b><b>Dataset Annotation</b>As for reasons stated in previous section, the images obtained have been annotated manually one by one using a tool, labelImg, which is a sophisticated open-source tool crafted for the purpose of annotating objects present in images. It streamlines the task of delineating bounding boxes around these objects and associating them with class labels. Individuals have the capability to sketch these bounding boxes, store annotations in file types such as PASCAL VOC, YOLO, or CreateML, and leverage them for a range of computer vision assignments. This Python-driven tool is adaptable across various platforms and is extensively employed by developers and researchers alike for the annotation of datasets and the training of models.
DOI: 10.5281/zenodo.4438417
title: Vegetation Maps of the Early Pleistocene Guadix-Baza Basin

description: Following a methodology based on fossil material, paleogeographic data and paleoclimate calculations allows generating maps of the Early Pleistocene vegetation units of Guadix-Baza Basin for both glacial and interglacial scenarios.


The resulting vegetation maps represent a great diversity of vegetation types in the Guadix-Baza Basin, with seven different units which change their distribution according to climatic changes, i.e., dry (glacial) and humid (interglacial) periods. During dry periods the dominant vegetation type is the steppe, with Mediterranean woodlands and deciduous and conifer forests largely reduced and restricted to valleys or mountainous areas. During humid periods, the steppes are replaced by open Mediterranean woodlands, while deciduous and conifer forests occupy larger areas in the mountain ranges.


For additional information check the publication: Altolaguirre, Y., Schulz, M., Gibert, L., Bruch, A.A., 2021. Mapping Early Pleistocene environments and the availability of plant food as a potential driver of early Homo presence in the Guadix-Baza Basin (Spain). Journal of Human Evolution, ----.
description: Contact: yaltolaguirre@gmail.com
DOI: 10.5281/zenodo.4438418
title: Vegetation Maps of the Early Pleistocene Guadix-Baza Basin

description: Following a methodology based on fossil material, paleogeographic data and paleoclimate calculations allows generating maps of the Early Pleistocene vegetation units of Guadix-Baza Basin for both glacial and interglacial scenarios.


The resulting vegetation maps represent a great diversity of vegetation types in the Guadix-Baza Basin, with seven different units which change their distribution according to climatic changes, i.e., dry (glacial) and humid (interglacial) periods. During dry periods the dominant vegetation type is the steppe, with Mediterranean woodlands and deciduous and conifer forests largely reduced and restricted to valleys or mountainous areas. During humid periods, the steppes are replaced by open Mediterranean woodlands, while deciduous and conifer forests occupy larger areas in the mountain ranges.


For additional information check the publication: Altolaguirre, Y., Schulz, M., Gibert, L., Bruch, A.A., 2021. Mapping Early Pleistocene environments and the availability of plant food as a potential driver of early Homo presence in the Guadix-Baza Basin (Spain). Journal of Human Evolution, ----.
description: Contact: yaltolaguirre@gmail.com
DOI: 10.5281/zenodo.10876264
title: Mediterranean Sea, NEMO4.2 / WW3 uncoupled and coupled surface: stress, currents and Stokes Drift

description: The NEMO version 4.2 has been updated to include new processes related to wave-current interactions. A set of sensitivity experiments are performed using the hydrodynamic model, NEMO v4.2 standalone and coupled with the spectral wave model WaveWatchIII (WW3) v6.07 through the OASIS library. The configuration is based on the operational Copernicus Marine Service Mediterranean forecasting physical system (MedFS). Both models are implemented at 1/24° resolution and are forced by ECMWF 1/10° horizontal resolution atmospheric fields.Two-year (2019-2020) numerical experiments are carried out in both uncoupled and 1 way coupled mode.This dataset contains the NEMO output of the daily surface fields for the surface stress, the surface currents and the Stokes drift for the uncoupled and coupled experiments.
This dataset was created in the context of the IMMERSE H2020 project.
DOI: 10.5281/zenodo.10876265
title: Mediterranean Sea, NEMO4.2 / WW3 uncoupled and coupled surface: stress, currents and Stokes Drift

description: The NEMO version 4.2 has been updated to include new processes related to wave-current interactions. A set of sensitivity experiments are performed using the hydrodynamic model, NEMO v4.2 standalone and coupled with the spectral wave model WaveWatchIII (WW3) v6.07 through the OASIS library. The configuration is based on the operational Copernicus Marine Service Mediterranean forecasting physical system (MedFS). Both models are implemented at 1/24° resolution and are forced by ECMWF 1/10° horizontal resolution atmospheric fields.Two-year (2019-2020) numerical experiments are carried out in both uncoupled and 1 way coupled mode.This dataset contains the NEMO output of the daily surface fields for the surface stress, the surface currents and the Stokes drift for the uncoupled and coupled experiments.
This dataset was created in the context of the IMMERSE H2020 project.
DOI: 10.5281/zenodo.10879702
title: Mediterranean Sea, NEMO4.2 / WW3 uncoupled and coupled surface: stress, currents and Stokes Drift

description: The NEMO version 4.2 has been updated to include new processes related to wave-current interactions. A set of sensitivity experiments are performed using the hydrodynamic model, NEMO v4.2 standalone and coupled with the spectral wave model WaveWatchIII (WW3) v6.07 through the OASIS library. The configuration is based on the operational Copernicus Marine Service Mediterranean forecasting physical system (MedFS). Both models are implemented at 1/24° resolution and are forced by ECMWF 1/10° horizontal resolution atmospheric fields.Two-year (2019-2020) numerical experiments are carried out in both uncoupled and 1 way coupled mode.This dataset contains the NEMO output of the daily surface fields for the surface stress, the surface currents and the Stokes drift for the uncoupled and coupled experiments.
This dataset was created in the context of the IMMERSE H2020 project.
DOI: 10.6084/m9.figshare.24173454
title: Supplemental data - Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature

description: Supplementary data of the manuscript "<i>Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature</i>" as published in Thrombosis Research (doi.org/10.1016/j.thromres.2024.03.014) is included.Files included:- Supplemental Figs S1-S7 (.pdf)- Supplemental Table S1 (.xlsx)- Supplemental Table S2 (.xlsx)- Supplemental Table S3 (.xlsx)- Supplemental Table S4 (.xlsx)
DOI: 10.6084/m9.figshare.24173454.v2
title: Supplemental data - Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature

description: Supplementary data of the manuscript "<i>Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature</i>" as published in Thrombosis Research (doi.org/10.1016/j.thromres.2024.03.014) is included.Files included:- Supplemental Figs S1-S7 (.pdf)- Supplemental Table S1 (.xlsx)- Supplemental Table S2 (.xlsx)- Supplemental Table S3 (.xlsx)- Supplemental Table S4 (.xlsx)
DOI: 10.6084/m9.figshare.24173454.v1
title: Supplemental data - Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature

description: Supplementary data of the manuscript "<i>Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature</i>"Files included- Supplemental Figures S1-7 (.pptx)- Supplemental figure legends (.docx)- Supplemental Table S1 (.xlsx)- Supplemental Table S2 (.xlsx)- Supplemental Table S3 (.xlsx)- Supplemental Table S4 (.xlsx)
DOI: 10.6084/m9.figshare.25481728
title: Meta-analysis - results of additional experiments for all networks

description: The 'par_Ex_1_4.csv' file contains the results of additional numerical experiments described in Section 4.3.Notation occurring in this file:d - the system demand requirement;p - the number of all d-MPs;rel_Lp - the two terminal reliability bounds returned by the series-parallel bounding algorithm described in the article DOI: 10.1016/j.ress.2021.107500;rel_K - the two terminal reliability returned by the presented algorithm;tim_Lp - the running times of the series-parallel bounding algorithm described in the article DOI: 10.1016/j.ress.2021.107500;tim_K - the running times of the 'Kozyra_part_SSD' procedure with parameter p=2;tim_Kd - the running time of the 'Kozyra_d_MPs_Part' procedure;n_LU - the length of the list L_L_U (the number of limiting state points of subspaces without d-MPs);
DOI: 10.6084/m9.figshare.25481728.v1
title: Meta-analysis - results of additional experiments for all networks

description: The 'par_Ex_1_4.csv' file contains the results of additional numerical experiments described in Section 4.3.Notation occurring in this file:d - the system demand requirement;p - the number of all d-MPs;rel_Lp - the two terminal reliability bounds returned by the series-parallel bounding algorithm described in the article DOI: 10.1016/j.ress.2021.107500;rel_K - the two terminal reliability returned by the presented algorithm;tim_Lp - the running times of the series-parallel bounding algorithm described in the article DOI: 10.1016/j.ress.2021.107500;tim_K - the running times of the 'Kozyra_part_SSD' procedure with parameter p=2;tim_Kd - the running time of the 'Kozyra_d_MPs_Part' procedure;n_LU - the length of the list L_L_U (the number of limiting state points of subspaces without d-MPs);
DOI: 10.6084/m9.figshare.22787141
title: Raw data - Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature

description: Raw data of the manuscript "<i>Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature</i>" as published in Thrombosis Research (doi.org/10.1016/j.thromres.2024.03.014). Types of included data are:- Differential expression analysis data from RNA sequencing- Raw CT values of all included RT-qPCRs- Mouse plasma ELISA data- Flow cytometry data - HUVEC- Cell supernatant ELISA data - HUVEC- Uncropped immunoblots - HUVEC
DOI: 10.6084/m9.figshare.22787141.v1
title: Raw data - Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature

description: Raw data of the manuscript "<i>Sepsis Induces Heterogeneous Transcription of Coagulation- and Inflammation-Associated Genes in Renal Microvasculature</i>" is included. Types of included data are:- Differential expression analysis data from RNA sequencing- Raw CT values of all included RT-qPCRs- Mouse plasma ELISA data- Flow cytometry data - HUVEC- Cell supernatant ELISA data - HUVEC- Uncropped immunoblots - HUVEC
DOI: 10.5281/zenodo.10252048
title: On the scale of particle clustering induced by inhomogeneous entrainment-mixing in mixed-phase cumulus clouds: dataset

description: Data used in On the scale of particle clustering induced by inhomogeneous entrainment-mixing in mixed-phase cumulus clouds
DOI: 10.5281/zenodo.10868471
title: Stemless InSb nanowire networks and nanoflakes grown on InP
DOI: 10.5281/zenodo.10868472
title: Stemless InSb nanowire networks and nanoflakes grown on InP
DOI: 10.5281/zenodo.10880675
title: Dataset for "Year-long optical time scale with sub-nanosecond capabilities"

description: Dataset of the realization of an optical time scale based on an hydrogen maser and an ytterbium optical lattice clock. Results discussed on Formichella et al., Year-long optical time scale with sub-nanosecond capabilities, to appear on Optica in 2024.
DOI: 10.5281/zenodo.10862543
title: PVP-2024 figure 3 data
DOI: 10.5281/zenodo.10862544
title: PVP-2024 figure 3 data
DOI: 10.5525/gla.researchdata.1617
title: ‘Ex-pat experts’: An investigation into the required core skills and competencies of international staff working to strengthen mental health and psychosocial service provision in low and middle-income countries.
DOI: 10.5281/zenodo.10878760
title: Potenzialflächen für Agri-Photovoltaik

description: Potenzialflächen für Agri-Photovoltaik für Deutschland:



Realisierbares Gesamtpotenzial

Erschließbares Potenzial an Synergieeffekten auf Dauerkulturen

Erschließbares Potenzial an geringer Nutzungskonkurrenz auf Gebieten mit geringer und mittlerer Bodengüte


Die Raster sind in der EPSG 3035 Projektion mit einer Parzellengröße von 100 x 100 m. Jedes Pixel enthält einen Wert von 0 bis 1 (1 = 100%), welcher darstellt wie hoch der Anteil an Potenzialfläche im jeweiligen Pixel ist. 
description: Informationen zu Ungenauigkeiten:



Die Identifikation der besonders geeigneten Flächen mit hohem Synergiepotenzial (Dauerkulturen) erfolgt über eine satellitengestützte Landnutzungsklassifikation aus dem Sentinel-2A-Satellitenprogramm (Preidl, S.; Lange, M.; Doktor, D. (2020): Land cover classification map of Germany's agricultural area based on sentinel-2A data from 2016 (Remote Sensing of Environment, 240). Die satellitengestützte Landnutzungsklassifikation hat den Vorteil, dass die Kategorisierung der Flächen für ganz Deutschland verfügbar ist. Allerdings führt dies zu regionalen Ungenauigkeiten, da die Nutzung auf Grundlage von Fernerkundungsdaten nicht immer der tatsächlichen Flächennutzung entspricht. Zusätzlich ist zu erwähnen, dass die Klassifikation aus dem Jahr 2016 stammt. Die Landnutzung unterscheidet sich damit teilweise von der aktuellen Nutzung der Flächen.

Durch die Verschneidung von Daten mit unterschiedlichen Auflösungen und Projektionen ist eine Verschiebungsungenauigkeit der Raster von bis zu 200 Metern möglich.
DOI: 10.5281/zenodo.10878761
title: Potenzialflächen für Agri-Photovoltaik

description: Potenzialflächen für Agri-Photovoltaik für Deutschland:



Realisierbares Gesamtpotenzial

Erschließbares Potenzial an Synergieeffekten auf Dauerkulturen

Erschließbares Potenzial an geringer Nutzungskonkurrenz auf Gebieten mit geringer und mittlerer Bodengüte


Die Raster sind in der EPSG 3035 Projektion mit einer Parzellengröße von 100 x 100 m. Jedes Pixel enthält einen Wert von 0 bis 1 (1 = 100%), welcher darstellt wie hoch der Anteil an Potenzialfläche im jeweiligen Pixel ist. 
description: Informationen zu Ungenauigkeiten:



Die Identifikation der besonders geeigneten Flächen mit hohem Synergiepotenzial (Dauerkulturen) erfolgt über eine satellitengestützte Landnutzungsklassifikation aus dem Sentinel-2A-Satellitenprogramm (Preidl, S.; Lange, M.; Doktor, D. (2020): Land cover classification map of Germany's agricultural area based on sentinel-2A data from 2016 (Remote Sensing of Environment, 240). Die satellitengestützte Landnutzungsklassifikation hat den Vorteil, dass die Kategorisierung der Flächen für ganz Deutschland verfügbar ist. Allerdings führt dies zu regionalen Ungenauigkeiten, da die Nutzung auf Grundlage von Fernerkundungsdaten nicht immer der tatsächlichen Flächennutzung entspricht. Zusätzlich ist zu erwähnen, dass die Klassifikation aus dem Jahr 2016 stammt. Die Landnutzung unterscheidet sich damit teilweise von der aktuellen Nutzung der Flächen.

Durch die Verschneidung von Daten mit unterschiedlichen Auflösungen und Projektionen ist eine Verschiebungsungenauigkeit der Raster von bis zu 200 Metern möglich.
DOI: 10.5517/ccdc.csd.cc2j5b35
title: CCDC 2328816: Experimental Crystal Structure Determination

description: Related Article: Yuxin Tang, Minghong Jian, Baobing Tang, Zhenhua Zhu, Zhenxin Wang, Yunling Liu|2024|Inorg.Chem.Front.|11|2039|doi:10.1039/D4QI00275J
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.cc2hnrnl
title: CCDC 2313860: Experimental Crystal Structure Determination

description: Related Article: Yuxin Tang, Minghong Jian, Baobing Tang, Zhenhua Zhu, Zhenxin Wang, Yunling Liu|2024|Inorg.Chem.Front.|11|2039|doi:10.1039/D4QI00275J
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.cc2hns10
title: CCDC 2313872: Experimental Crystal Structure Determination

description: Related Article: Yuxin Tang, Minghong Jian, Baobing Tang, Zhenhua Zhu, Zhenxin Wang, Yunling Liu|2024|Inorg.Chem.Front.|11|2039|doi:10.1039/D4QI00275J
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.cc2hnrkh
title: CCDC 2313857: Experimental Crystal Structure Determination

description: Related Article: Yuxin Tang, Minghong Jian, Baobing Tang, Zhenhua Zhu, Zhenxin Wang, Yunling Liu|2024|Inorg.Chem.Front.|11|2039|doi:10.1039/D4QI00275J
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.cc2hnrmk
title: CCDC 2313859: Experimental Crystal Structure Determination

description: Related Article: Yuxin Tang, Minghong Jian, Baobing Tang, Zhenhua Zhu, Zhenxin Wang, Yunling Liu|2024|Inorg.Chem.Front.|11|2039|doi:10.1039/D4QI00275J
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: 10.5281/zenodo.10881029
title: eolophus_roseicapilla_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10881030
title: eolophus_roseicapilla_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10843662
title: MAD Benchmark

description: Mechanistic Architecture Design (in-short "MAD") represents a simple framework to accelerate the deep learning architecture design process. MAD uses simple synthetic tasks that can be implemented quickly and without much compute to predict how well new candidate architectures will perform at scale in sequence modeling. Each synthetic task is specifically designed to probe skills of a model relevant for squence modeling, such as compression and recall.

Here, we host a set of benchmark datasets for MAD. For more details, see our accompanying GitHub repository: github.com/athms/mad-lab