cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19153886
title: BeijingShanghaiStreetJunctionClusters

description: The data set includes the following content: street junctions, cluster polygon shapefiles using 100-1000m thresholds and associated with a number of attributes are used in the study: number of street junctions, polygon area, population, and GDP.<br>
DOI: 10.6084/m9.figshare.19153886.v1
title: BeijingShanghaiStreetJunctionClusters

description: The data set includes the following content: street junctions, cluster polygon shapefiles using 100-1000m thresholds and associated with a number of attributes are used in the study: number of street junctions, polygon area, population, and GDP.<br>
DOI: 10.6084/m9.figshare.22731205
title: Photoactivatable surfaces resolve the impact of gravity vector on collective cell migratory characteristics

description: Despite considerable interest in the impact of space travel on human health, the influence of the gravity vector on collective cell migration remains unclear. This is primarily because of the difficulty in inducing collective migration, where cell clusters appear in an inverted position against gravity, without cellular damage. In this study, photoactivatable surfaces were used to overcome this challenge. Photoactivatable surfaces enable the formation of geometry-controlled cellular clusters and the remote induction of cellular migration via photoirradiation, thereby maintaining the cells in the inverted position. Substrate inversion preserved the circularity of cellular clusters compared to cells in the normal upright position, with less leader cell appearance. Furthermore, the inversion of cells against the gravity vector resulted in the remodeling of the cytoskeletal system via the strengthening of external actin bundles. Within the 3D cluster architecture, enhanced accumulation of active myosin was observed in the upper cell-cell junction, with a flattened apical surface. Depending on the gravity vector, attenuating actomyosin activity correlates with an increase in the number of leader cells, indicating the importance of cell contractility in collective migration phenotypes and cytoskeletal remodeling.
DOI: 10.6084/m9.figshare.22731205.v1
title: Photoactivatable surfaces resolve the impact of gravity vector on collective cell migratory characteristics

description: Despite considerable interest in the impact of space travel on human health, the influence of the gravity vector on collective cell migration remains unclear. This is primarily because of the difficulty in inducing collective migration, where cell clusters appear in an inverted position against gravity, without cellular damage. In this study, photoactivatable surfaces were used to overcome this challenge. Photoactivatable surfaces enable the formation of geometry-controlled cellular clusters and the remote induction of cellular migration via photoirradiation, thereby maintaining the cells in the inverted position. Substrate inversion preserved the circularity of cellular clusters compared to cells in the normal upright position, with less leader cell appearance. Furthermore, the inversion of cells against the gravity vector resulted in the remodeling of the cytoskeletal system via the strengthening of external actin bundles. Within the 3D cluster architecture, enhanced accumulation of active myosin was observed in the upper cell-cell junction, with a flattened apical surface. Depending on the gravity vector, attenuating actomyosin activity correlates with an increase in the number of leader cells, indicating the importance of cell contractility in collective migration phenotypes and cytoskeletal remodeling.
DOI: 10.25386/genetics.22584583
title: Supplemental Material for Whitehouse and Schrider, 2023

description: Supplemental material for the Timesweeper paper (submission 2)
DOI: 10.25386/genetics.22584583.v1
title: Supplemental Material for Whitehouse and Schrider, 2023

description: Supplemental material for the Timesweeper paper (submission 2)
DOI: 10.5281/zenodo.7890451
title: Unlabeled Sentinel 2 time series dataset (validation): Self-supervised Spatio-Temporal Representation Learning of Satellite Image Time Series

description: This is a part of the unlabeled Sentinel 2 (S2) L2A dataset composed of patch time series acquired over France used to pretrain U-BARN. For further details, see section IV.A of the pre-print article "Self-Supervised Spatio-Temporal Representation Learning Of Satellite Image Time Series" available here. Each patch is constituted of the 10 bands [B2,B3,B4,B5,B6,B7,B8,B8A,B11,B12] and the three masks ['CLM_R1', 'EDG_R1', 'SAT_R1']. The global dataset is composed of two disjoint datasets: training (9 tiles) and validation dataset (4 tiles). In this repo,<strong> only validation data</strong> are available. To download the full pretraining dataset, see 10.5281/zenodo.7891924 <strong>Global unlabeled dataset description</strong> Dataset name S2 tiles ROI size Temporal extent Train T30TXT,T30TYQ,T30TYS,T30UVU, T31TDJ,T31TDL,T31TFN,T31TGJ,T31UEP 1024*1024 2018-2020 Val T30TYR,T30UVU,T31TEK,T31UER 256*256 2016-2019
DOI: 10.5281/zenodo.7890452
title: Unlabeled Sentinel 2 time series dataset (validation): Self-supervised Spatio-Temporal Representation Learning of Satellite Image Time Series

description: This is a part of the unlabeled Sentinel 2 (S2) L2A dataset composed of patch time series acquired over France used to pretrain U-BARN. For further details, see section IV.A of the pre-print article "Self-Supervised Spatio-Temporal Representation Learning Of Satellite Image Time Series" available here. Each patch is constituted of the 10 bands [B2,B3,B4,B5,B6,B7,B8,B8A,B11,B12] and the three masks ['CLM_R1', 'EDG_R1', 'SAT_R1']. The global dataset is composed of two disjoint datasets: training (9 tiles) and validation dataset (4 tiles). In this repo,<strong> only validation data</strong> are available. To download the full pretraining dataset, see 10.5281/zenodo.7891924 <strong>Global unlabeled dataset description</strong> Dataset name S2 tiles ROI size Temporal extent Train T30TXT,T30TYQ,T30TYS,T30UVU, T31TDJ,T31TDL,T31TFN,T31TGJ,T31UEP 1024*1024 2018-2020 Val T30TYR,T30UVU,T31TEK,T31UER 256*256 2016-2019
DOI: 10.35078/vduvwo
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Diamantina | Município: São Joaquim de Bicas

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.5281/zenodo.7892164
title: PalliersC3N5_Heating

description: Self Heating for Healthy Specimen, Heating part
DOI: 10.5281/zenodo.7892163
title: PalliersC3N5_Heating

description: Self Heating for Healthy Specimen, Heating part
DOI: 10.25377/sussex.19232580.v1
title: Research data for paper: Dominance of Cyclobutadienyl Over Cyclopentadienyl in the Crystal Field Splitting in Dysprosium Single-Molecule Magnets

description: Data for paper published in <em>Angewandte Chemi </em>(vol. 61, issue 17) published April 2022 <br> CIF files and checkcif files<br> Abstract Replacing a monoanionic cyclopentadienyl (Cp) ligand in dysprosium single-molecule magnets (SMMs) with a dianionic cyclobutadienyl (Cb) ligand in the sandwich complexes [(η4-Cb′′′′)Dy(η5-C5Me4tBu)(BH4)]− (1), [(η4-Cb′′′′)Dy(η8-Pn†)K(THF)] (2) and [(η4-Cb′′′′)Dy(η8-Pn†)]− (3) leads to larger energy barriers to magnetization reversal (Cb′′′′=C4(SiMe3)4, Pn†=1,4-di(tri-isopropylsilyl)pentalenyl). Short distances to the Cb′′′′ ligands and longer distances to the Cp ligands in 1–3 are consistent with the crystal field splitting being dominated by the former. Theoretical analysis shows that the magnetic axes in the ground Kramers doublets of 1–3 are oriented towards the Cb′′′′ ligands. The theoretical axiality parameter and the relative axiality parameter Z and Zrel are introduced to facilitate comparisons of the SMM performance of 1–3 with a benchmark SMM. Increases in Z and Zrel when Cb′′′ replaces Cp signposts a route to SMMs with properties that could surpass leading systems.
DOI: 10.25377/sussex.19232580
title: Research data for paper: Dominance of Cyclobutadienyl Over Cyclopentadienyl in the Crystal Field Splitting in Dysprosium Single-Molecule Magnets

description: Data for paper published in <em>Angewandte Chemi </em>(vol. 61, issue 17) published April 2022 <br> CIF files and checkcif files<br> Abstract Replacing a monoanionic cyclopentadienyl (Cp) ligand in dysprosium single-molecule magnets (SMMs) with a dianionic cyclobutadienyl (Cb) ligand in the sandwich complexes [(η4-Cb′′′′)Dy(η5-C5Me4tBu)(BH4)]− (1), [(η4-Cb′′′′)Dy(η8-Pn†)K(THF)] (2) and [(η4-Cb′′′′)Dy(η8-Pn†)]− (3) leads to larger energy barriers to magnetization reversal (Cb′′′′=C4(SiMe3)4, Pn†=1,4-di(tri-isopropylsilyl)pentalenyl). Short distances to the Cb′′′′ ligands and longer distances to the Cp ligands in 1–3 are consistent with the crystal field splitting being dominated by the former. Theoretical analysis shows that the magnetic axes in the ground Kramers doublets of 1–3 are oriented towards the Cb′′′′ ligands. The theoretical axiality parameter and the relative axiality parameter Z and Zrel are introduced to facilitate comparisons of the SMM performance of 1–3 with a benchmark SMM. Increases in Z and Zrel when Cb′′′ replaces Cp signposts a route to SMMs with properties that could surpass leading systems.
DOI: 10.25403/upresearchdata.22669300
title: Honeybee thermoregulatory responses at individual and colony level to neonicotinoids

description: This Excel worksheet contains tables detailing the individual thermotolerance as a response to ambient temperature ramps, flight efficiency, and colony level thermoregulatory ability of the South African (savanna) honey bee <em>Apis mellifera scutellata </em>under both control and treatment (sublethal dose exposure of clothianidin (CLO), imidacloprid (IMI) or thiamethoxam (THX) during experiments)conditions<em>.</em> Data are arranged according to individual thermoregulation (LD50 at temperatures of 46°C to 56°C), flight efficiency (flight mill readings at 25°C, 30°C and 35°C), and colony level thermoregualtion (temperature fluctuations in hive environment over time).
DOI: 10.25403/upresearchdata.22669300.v1
title: Honeybee thermoregulatory responses at individual and colony level to neonicotinoids

description: This Excel worksheet contains tables detailing the individual thermotolerance as a response to ambient temperature ramps, flight efficiency, and colony level thermoregulatory ability of the South African (savanna) honey bee <em>Apis mellifera scutellata </em>under both control and treatment (sublethal dose exposure of clothianidin (CLO), imidacloprid (IMI) or thiamethoxam (THX) during experiments)conditions<em>.</em> Data are arranged according to individual thermoregulation (LD50 at temperatures of 46°C to 56°C), flight efficiency (flight mill readings at 25°C, 30°C and 35°C), and colony level thermoregualtion (temperature fluctuations in hive environment over time).
DOI: 10.5282/ubm/data.359
title: Supplementary data from: Influence of growth structures and fixed appliances on automated cephalometric landmark recognition with a customized convolutional neural network – a retrospective study

description: Code employed in the study with sample dataset
DOI: 10.5522/04/22732289.v1
title: All data for `phase transitions in the classical simulability of open quantum systems'

description: Data produced by running the Matlab implementation of TDVP-Langevin equation: https://github.com/AndrewHallam/Langevin <br> See readme for details on how the data is saved. To create plots of this data, select relevant axes from the data saved and use usual Matlab plotting functions. More details of what figures have been produced are in the paper.
DOI: 10.5522/04/22732289
title: All data for `phase transitions in the classical simulability of open quantum systems'

description: Data produced by running the Matlab implementation of TDVP-Langevin equation: https://github.com/AndrewHallam/Langevin <br> See readme for details on how the data is saved. To create plots of this data, select relevant axes from the data saved and use usual Matlab plotting functions. More details of what figures have been produced are in the paper.
DOI: 10.6084/m9.figshare.22743980
title: Endocranial volumes for fossil hominins

description: This CSV file presents estimates of endocranial volume and geological age for fossil hominin cranial material. The emphasis of this dataset is understanding the range from minimum to maximum credible estimates of endocranial volume and minimum and maximum estimates of geological ages.
DOI: 10.5281/zenodo.7409518
title: Vitamin_B12_related_genes_and_FASTA_sequences

description: These two files are related to a submitted research paper on the study of a 7-year metagenomic time series carried monthly in a northwestern Mediterranean coastal site (SOLA, Banyuls-sur-Mer, FRANCE) : <em>Seasonal succession of different vitamin B12 biosynthesis pathways and producers in coastal marine microbial communities. </em> This study focuses on prokaryotes involved in vitamin B12 metabolism (biosynthesis, transport, remodeling) and on the metabolic pathways involved in these processes. The dataset in <strong>.xlsx</strong> format represents the abundance table of all the genes associated with 82 KEGGs involved in vitamin B12 metabolism, and the file in <strong>.fasta</strong> format corresponds to the FASTA sequences associated with these genes.
description: This research was funded by a doctoral grant from Sorbonne University allocated by the Doctoral School n°129 (Environmental Sciences of Ile-de-France - SEIF - Paris).
DOI: 10.5281/zenodo.7409517
title: Vitamin_B12_related_genes_and_FASTA_sequences

description: These two files are related to a submitted research paper on the study of a 7-year metagenomic time series carried monthly in a northwestern Mediterranean coastal site (SOLA, Banyuls-sur-Mer, FRANCE) : <em>Seasonal succession of different vitamin B12 biosynthesis pathways and producers in coastal marine microbial communities. </em> This study focuses on prokaryotes involved in vitamin B12 metabolism (biosynthesis, transport, remodeling) and on the metabolic pathways involved in these processes. The dataset in <strong>.xlsx</strong> format represents the abundance table of all the genes associated with 82 KEGGs involved in vitamin B12 metabolism, and the file in <strong>.fasta</strong> format corresponds to the FASTA sequences associated with these genes.
description: This research was funded by a doctoral grant from Sorbonne University allocated by the Doctoral School n°129 (Environmental Sciences of Ile-de-France - SEIF - Paris).
DOI: 10.25403/upresearchdata.22352671
title: Dedza extension system

description: This is dataset for the Dedza extension service system from the 389 farmers and 22 service providers that participated in at least one of the Strengthening Agriculture and Nutrition Extension (SANE) project over the five years of its implementation (2015-2020). The data was collected in September 2022 across all the 8Traditional Authourities hourities (TAs) of Dedza, Malawi. The TAs include Kamenyagwaza, Chauma, Kasumbu, Chilikumwendo, Kachindamoto, Kachere, Tambala and Kaphuka. A questionnaire was used and for the farmers it was entered into a data collection software, Kobo. The collected data was submitted by web and it was later converted into SPSS files where processing was done. Because of the disproportionately of the TAs, the data was weighted before further analysis was done. The data was analysed using descriptive and content analysis in SPSS to come up with the tables and figures attached.
DOI: 10.25403/upresearchdata.22352671.v1
title: Dedza extension system

description: This is dataset for the Dedza extension service system from the 389 farmers and 22 service providers that participated in at least one of the Strengthening Agriculture and Nutrition Extension (SANE) project over the five years of its implementation (2015-2020). The data was collected in September 2022 across all the 8Traditional Authourities hourities (TAs) of Dedza, Malawi. The TAs include Kamenyagwaza, Chauma, Kasumbu, Chilikumwendo, Kachindamoto, Kachere, Tambala and Kaphuka. A questionnaire was used and for the farmers it was entered into a data collection software, Kobo. The collected data was submitted by web and it was later converted into SPSS files where processing was done. Because of the disproportionately of the TAs, the data was weighted before further analysis was done. The data was analysed using descriptive and content analysis in SPSS to come up with the tables and figures attached.
DOI: 10.6084/m9.figshare.22744055
title: Combine Group (60 respondents)

description: This data retrieved from two studies
DOI: 10.6084/m9.figshare.22744055.v1
title: Combine Group (60 respondents)

description: This data retrieved from two studies
DOI: 10.25345/c5df6kd2c
title: MassIVE MSV000091842 - GNPS of real sample grapefruit
title: self study of GNPS for real samples grapefuit which contains flavonoids and limonins
DOI: 10.35078/zbffrc
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Diamantina | Município: São José da Lapa

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.5066/p93tlfwj
title: Assessment of hydrologic alteration at 12-digit hydrologic unit code (HUC12) pour points in the southeastern United States, 1950 - 2009

description: Two methods of calculating hydrologic alteration were applied to modeled daily streamflow data for 9,201 12-digit hydrologic unit code (HUC12) pour points draining to the Gulf of Mexico (Robinson and others, 2020). The first method is a new modified method of calculating ecosurplus and ecodeficit called hydro change. For this project, ecosurplus and ecodeficit have been combined to assess overall hydrologic regime change. The second method is the confidence interval hypothesis test (Kroll and others, 2015). The first method is a means of quantifying hydrologic alteration while the second is a hypothesis test to simply determine if statistically significant alteration has occurred. Both methods are employed to determine which is the best at analyzing alteration of the hydrologic regime in the Gulf Coast Ecosystem Restoration Council (RESTORE) study area. Statistical analysis was done in RStudio (2020). The data release includes four attached files: (1) metadata .xml file, (2) csv with the p-values for each HUC12, (3) csv with results from the hydrologic change analysis, and (4) the shapefile of the pour point locations for the HUC12s used in the analyses.
DOI: 10.17632/25prt5g35w.1
title: TChem: A performance portable parallel software toolkit for complex kinetic mechanisms

description: We present TChem, a performance portable software toolkit to enable the analysis of complex kinetic mechanisms. The software provides tools for gas-phase and surface chemistry, thermodynamic properties, and implements formulations for several canonical reactor models. Analytical derivatives necessary to construct Jacobian matrices corresponding to all implemented functionalities are available through automatic differentiation. TChem uses the Kokkos framework to achieve portability across multiple heterogeneous computing platforms with a single version of the code. We implement a hierarchical parallelism framework to enable efficient chemical source term and thermodynamic property evaluations over the number of samples assigned to the local computing device. We analyze parallel efficiency results extracted from test cases for thermodynamic properties, source terms, and Jacobians evaluations on Intel Xeon CPUs and NVIDIA Volta GPUs.