cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/33d793a4-b38c-4479-90de-5ad3cec03e17
title: Medium resolution vector polygons of Antarctic rock outcrop

description: High resolution dataset of rock outcrop in Antarctica. Data have been prepared from various map and remotely sensed datasets ranging from 1990s-2019. This dataset has been generalised from the high resolution version. The large majority of data was compiled in 1993 and the quality and accuracy is uncertain. The automatically extracted rock outcrop layer provides a more accurate dataset in most locations.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/6b6f968f-a04c-4652-9983-4c63f4b70ab6
title: Medium resolution Antarctic moraine dataset

description: An incomplete dataset of moraine in Antarctica. Data have been prepared from various map and remotely sensed datasets. This dataset has been generalised from the high resolution version but there are some inconsistencies in this dataset and the high resolution version is recommended.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5281/zenodo.4183611
title: Surface Temperatures Kariba, Cahora Bassa & Zambesi

description: Dataset containing surface temperatures for lake Kariba & Cahora Bassa during the year 2013. Analysis based on Landsat, data is provided as GeoTiff. Each file contains all dates for the respective path/row, temperatures in kelvin.
DOI: 10.5285/c8570c1a-a75d-443e-a690-66fbe7d2f94c
title: Medium resolution Antarctic lakes dataset

description: A very incomplete dataset of surface lakes in Antarctica. Data have been prepared from various map and remotely sensed datasets. This dataset has been generalised from the high resolution version.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5281/zenodo.4183610
title: Surface Temperatures Kariba, Cahora Bassa & Zambesi

description: Dataset containing surface temperatures for lake Kariba & Cahora Bassa during the year 2013. Analysis based on Landsat, data is provided as GeoTiff. Each file contains all dates for the respective path/row, temperatures in kelvin.
DOI: 10.5285/15da6d7d-481d-415d-bd87-b46ce8d1fa05
title: High resolution Antarctic moraine dataset

description: An incomplete dataset of moraine in Antarctica. Data have been prepared from various map and remotely sensed datasets.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/a96db7dd-d938-46cf-bc4d-cb4a92c8f429
title: Antarctic streams dataset

description: A very incomplete dataset of streams in Antarctica. Data mainly cover Byers Peninsula, Deception Island, James Ross and Seymour islands, Fossil Bluff and some areas of the Transantarctic Mountains. Exact data sources can be found in the attribute table.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/58f290ec-b729-40fa-95de-2fa1ac1ba265
title: Medium resolution vector polygons of the Antarctic coastline

description: Coastline for Antarctica created from various mapping and remote sensing sources, provided as polygons with 'land', 'ice shelf', 'ice tongue' or 'rumple'' attribute. This dataset has been generalised from the high resolution vector polygons. Covering all land and ice shelves south of 60S. Version 7.2 was published in May 2020. Suitable for topographic mapping and analysis. Data compiled, managed and distributed by the Mapping and Geographic Information Centre and the UK Polar Data Centre, British Antarctic Survey on behalf of the Scientific Committee on Antarctic Research.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/9df510e3-ea1c-450b-9950-d742db1efd96
title: Automatically extracted rock outcrop dataset for Antarctica

description: A rock outcrop dataset for all of Antarctica, automatically extracted from Landsat 8 imagery. The original dataset was published in the following paper 'An automated methodology for differentiating rock from snow, clouds and sea in Antarctica from Landsat 8 imagery: a new rock outcrop map and area estimation for the entire Antarctic continent', The Cryosphere, 10, pp1665-1677, doi:10.5194/tc-10-1665-2016. This version has been updated in places to match the current coastline, and areas outside of the ADD data limit have been removed.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/f46cf1f9-1a25-40d4-bfbc-5c6bb07cfc15
title: Medium resolution vector contours for Antarctica

description: Complete Antarctic contour dataset, split and labelled according to whether the contour represents an ice or rock surface. Data have been prepared from various map and remotely sensed datasets. Due to the differing sources, this dataset has inconsistent intervals between contour lines. The dataset has been generalised from the high resolution contour dataset in some areas. Further information regarding source and source data can be found within the high resolution attribute table. Certain inconsistencies and errors are currently known and a comprehensive update is planned for version 7.3.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/ca96fda8-2167-4307-ade6-f5605bcd5fa7
title: Medium resolution vector polygon seamask for areas south of 60S

description: A medium resolution seamask for regions south of 60S, comprised of a roundel polygon with all land and ice shelves erased.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/40b92abc-b721-41e5-993d-ff5b2200f617
title: High resolution Antarctic lakes dataset

description: A very incomplete dataset of surface lakes in Antarctica. Data have been prepared from various map and remotely sensed datasets.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.5285/b046fd0d-11ce-48a0-8e49-44694a4b889d
title: High resolution vector polylines of the Antarctic coastline

description: Coastline for Antarctica created from various mapping and remote sensing sources. Covering all land and ice shelves south of 60S. Version 7.2 was published in May 2020. Suitable for topographic mapping and analysis. Data compiled, managed and distributed by the Mapping and Geographic Information Centre and the UK Polar Data Centre, British Antarctic Survey on behalf of the Scientific Committee on Antarctic Research.
description: Dataset generalised from the high resolution contour dataset. Full details can be found in the metadata and attribute table of this high resolution dataset.
DOI: 10.21227/9q3a-fh87
title: Model5

description: We have followed the three-step approach to tackle this challenge.Data preparation – We started with the aggregation of the energy consumption data at a daily level (originally given at a half-hourly interval). Missing values were observed in temperature metadata, which we imputed using daily level linear interpolation.We also performed fuzzy clustering of time series using December daily consumption data then daily consumption data for the whole year for missing months were imputed using the cluster's average consumption and probability of meter-id to fall in each cluster and took summation.Next was feature engineering which was essential to bring out the best accuracy in the model.There are mainly three features we have tried to work with:a) Average weather data – used as is (we have used avg. weather data only)b) Time Series features created using date1. Month (1,2,3,…..12) and2. Weekday (Mon, Tue,……Sun)3. WeekofYear(1,2,…52)c) Cyclic encoding of periodic features for the month and weekday1. Month gets mapped to Month_x = sin(2*pi*month/12) and Month_y=cos(2*pi*month/12)2. Weekday gets mapped to weekday_x = sin(2*pi*weekday/6) and weekday_y=cos(2*pi*weekday /6).Post multiple iterations, we settled with the XgBoost model since it performed the best among all. We trained the model on individual meter_ID and forecasted energy consumption at a daily level. The outcome was then rolled-up, to a monthly level to get our final submission.
DOI: 10.5517/ccdc.csd.cc25d55y
title: CCDC 2007689: Experimental Crystal Structure Determination

description: Related Article: Mao-Yun Lyu, Zhuliang Zhong, Vanessa Kar-Yan Lo, Henry N. C. Wong, Xiao-Shui Peng|2020|Angew.Chem.,Int.Ed.|59|19929|doi:10.1002/anie.202009255
DOI: 10.5517/ccdc.csd.cc25d56z
title: CCDC 2007690: Experimental Crystal Structure Determination

description: Related Article: Mao-Yun Lyu, Zhuliang Zhong, Vanessa Kar-Yan Lo, Henry N. C. Wong, Xiao-Shui Peng|2020|Angew.Chem.,Int.Ed.|59|19929|doi:10.1002/anie.202009255
DOI: 10.21227/crh6-w391
title: Raw Baseline

description: upload values as they are
DOI: 10.6084/m9.figshare.13176389.v1
title: Supplementary Data 4

description: Excel table with country codes and GDP per capita in 2019. <b></b>
DOI: 10.6084/m9.figshare.13176389
title: Supplementary Data 4

description: Excel table with country codes and GDP per capita in 2019. <b></b>
DOI: 10.25345/c54r23
title: MassIVE MSV000086397 - Mapping the functional space of HDL- cell surface interactions
title: HDL has to interact with various tissues throughout the human body to execute its different molecular functions critical for human health. We characterized the potential interaction space of HDL and cellular model systems used for HDL research and representative for key tissues during reverse cholesterol transport: EAhy926, a human endothelial somatic hybrid cell line, primary human aortic endothelial cells (HAEC), a human hepatocyte cell line (HEPG2) and a human monocyte cell line (THP1) derived foam cells. An inventory of potential HDL receptors was established using auto-CSC, a semi-automated cell surface capture technology targeting the N-glycosylated surfaceome. We quantified 419, 496, 580 and 497 on EAhy926, HEPG2, foam cells and HAEC, respectively. Furthermore, we found quantitative and qualitative differences of proteins relevant for cholesterol metabolism between these different cell types. The surfaceome in general is not a static organization of receptors and lipids but reacts and adapts to environmental changes. We therefore assessed surfaceome changes induced by VEGF stimulation on HAEC. As previously reported SCRB1 was significantly decreased with VEGF deprivation. However, besides that, we observed a significant quantitative reorganization of 165 additional receptors. As VEGF deprivation has a significant impact on HDL binding and uptake, other receptors than SCRB1 affected by this treatment might play an important role for HDL binding and uptake too. Finally, we set out to map the direct interaction space of HDL and EAhy926 using the ligand receptor capture technology HATRIC. With increasing complexity of the ligands used, namely APOA1, lipidated APOA1 and HDL we enriched, besides SCRB1, more receptor candidates indicating a many-to-many HDL-receptor mode of interaction. Tyrosine-protein kinase Mer (MERTK), a significant candidate in the HATRIC and CSC experiment with VEGF deprivation, was knocked down in HAEC and EAhy926. In both cell types we could see a 20% decreased HDL binding and uptake compared to the scrambled control.
DOI: 10.5281/zenodo.4184160
title: Reconstructed remote sensing land surface temperature data in North America in 2002-2018

description: In order to more accurately study the change trend of land surface temperature in North America in recent years, we combined remote sensing and meteorological station data and used various restoration models to generate more accurate and more complete remote sensing land surface temperature data. Our data covered the North American continent from 2002 to 2018, with a spatial resolution of 0.05°×0.05°. In order to facilitate the statistics of the data, we set the projection mode of the data as World_Cylindrical_Equal_Area. We collated the data from different time dimensions, including month, season and year.
DOI: 10.5281/zenodo.3529455
title: Reconstructed remote sensing land surface temperature data in North America in 2002-2018

description: In order to more accurately study the change trend of land surface temperature in North America in recent years, we combined remote sensing and meteorological station data and used various restoration models to generate more accurate and more complete remote sensing land surface temperature data. Our data covered the North American continent from 2002 to 2018, with a spatial resolution of 0.05°×0.05°. In order to facilitate the statistics of the data, we set the projection mode of the data as World_Cylindrical_Equal_Area. We collated the data from different time dimensions, including month, season and year.
DOI: 10.5281/zenodo.4184963
title: Durada del cicle vegetatiu de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la durada del cicle vegetatiu (dies) de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.5281/zenodo.4184962
title: Durada del cicle vegetatiu de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la durada del cicle vegetatiu (dies) de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.6084/m9.figshare.13176392
title: Test Figshare

description: Test to understand figshare<br>
DOI: 10.6084/m9.figshare.13176392.v1
title: Test Figshare

description: Test to understand figshare<br>
DOI: 10.5281/zenodo.4185080
title: Data de Floració de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la data de floració de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.5281/zenodo.4185079
title: Data de Floració de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la data de floració de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.6084/m9.figshare.12686015
title: Polynucleotide_Pilot_raw data

description: Prospective Pilot study for Evaluate the Efficacy and Safety of Polynucleotide sodium compared to Sodium hyaluronate, BDDE cross-linked sodium hyaluronate in Patients with Knee Osteoarthritis
DOI: 10.6084/m9.figshare.12686015.v2
title: Polynucleotide_Pilot_raw data

description: Prospective Pilot study for Evaluate the Efficacy and Safety of Polynucleotide sodium compared to Sodium hyaluronate, BDDE cross-linked sodium hyaluronate in Patients with Knee Osteoarthritis
DOI: 10.5281/zenodo.4185154
title: Data de Verema de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la data de verema de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP 4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.5281/zenodo.4185153
title: Data de Verema de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de la data de verema de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP 4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.
DOI: 10.6084/m9.figshare.12686015.v1
title: Polynucleotide Pilot study_Dataset(n=15).xlsx

description: Prospective Pilot study for Evaluate the Efficacy and Safety of Polynucleotide sodium compared to Sodium hyaluronate, BDDE cross-linked sodium hyaluronate in Patients with Knee Osteoarthritis
DOI: 10.5281/zenodo.3922004
title: དབའ་བཞེད་ illustrations for publication [chapters 3]

description: དབའ་བཞེད་ illustrations for publication [chapters 3]
DOI: 10.5281/zenodo.3922003
title: དབའ་བཞེད་ illustrations for publication [chapters 3]

description: དབའ་བཞེད་ illustrations for publication [chapters 3]
DOI: 10.5281/zenodo.4185004
title: Data for publication "Sensitivity of precipitation and temperature over Mount Kenya area to physics parameterization options in a high-resolution model simulation performed with WRFV3.8.1"

description: The data are made available as part of the paper "Sensitivity of precipitation and temperature over Mount Kenya area to physics parameterization options in a high-resolution model simulation preformed with WRFV3.8.1", submitted to Geoscientific Model Development. This data set incorporates selected postprocessed files needed to reproduce the results presented in the paper. The files are named following the same structure: <br> VARIABLE-DOMAIN-Kenya-EXPERIMENTNAME-SETUP-2008_monthly.nc These are the options available in each case: - VARIABLE: RR or T2, representing precipitation or 2-meter temperature respectively. - DOMAIN: D02, D03 or D04 representing the number of the domain. - EXPERIMENTNAME: Europe, SouthAmerica, Cumulus3, Cumulus3-1Way or NoCumulus. These are the <br> names included in Table 1 from the paper. - SETUP: 27km4Doms, 25km3Doms, 9km3Doms or 5km2Doms. It specifies the resolution of the parent <br> domain and the number of total domains included in that set-up. Update: A zip file including all the scripts used to read, process and plot the data from the model is now included.
DOI: 10.5281/zenodo.4184987
title: Data and code archive for 'Time perception and patience: Individual differences in interval timing precision predict choice impulsivity in European starlings, Sturnus vulgaris'

description: Data and code for Andrews et al. '<strong>Time perception and patience: Individual differences in interval timing precision predict choice impulsivity in European starlings, <em>Sturnus vulgaris'</em></strong> Version of November 02 2020 The data are presented here with different degrees of processing (i.e. from every trial on every day by every bird separately in 'timing data.Rdata', to one summary row per bird in 'timing data by bird.csv'). Separate scripts do the processing, fit polynomials, reproduce the by-bird analyses in the paper, and run the numerical model. Please see the document 'Description of R scripts and files' for details of the different versions of the data and what each script does.
DOI: 10.5281/zenodo.3971670
title: Data and code archive for 'Time perception and patience: Individual differences in interval timing precision predict choice impulsivity in European starlings, Sturnus vulgaris'

description: Data and code for Andrews et al. '<strong>Time perception and patience: Individual differences in interval timing precision predict choice impulsivity in European starlings, <em>Sturnus vulgaris'</em></strong> Version of November 02 2020 The data are presented here with different degrees of processing (i.e. from every trial on every day by every bird separately in 'timing data.Rdata', to one summary row per bird in 'timing data by bird.csv'). Separate scripts do the processing, fit polynomials, reproduce the by-bird analyses in the paper, and run the numerical model. Please see the document 'Description of R scripts and files' for details of the different versions of the data and what each script does.
DOI: 10.21227/q6xq-d018
title: Natural Oscillations of Underactuated Cable-Driven Parallel Robots - Complete Experiments Data

description: Underactuated Cable-Driven Parallel Robots (CDPR) employ a number of cables smaller than the degrees of freedom (DoFs) of the end-effector (EE) that they control. As a consequence, the EE is underconstrained and preserves some freedoms even when all actuators are locked, which may lead to undesirable oscillations. This paper proposes a methodology for the computation of the EE natural oscillation frequencies, whose knowledge has proven to be convenient for control purposes. This procedure, based on the linearization of the system internal dynamics about equilibrium configurations, can be applied to a generic robot suspended by any number of cables comprised between 2 and 5. The kinematics, dynamics, stability, and stiffness of the robot free motion are investigated in detail. The validity of the proposed method is demonstrated by experiments on 6-DoF prototypes actuated by 2, 3, and 4 cables. Additionally, to highlight the interest of this modelling strategy in a robotic context, we apply it to the trajectory planning of a 6-Dof 4-cable CDPR by means of a frequency-based method (multi-mode input shaping) and experimentally compare the latter with traditional non-frequency-based motion planners.
DOI: 10.5281/zenodo.4185374
title: Nits tropicals a la fase de maduració de la vinya a la D.O. Empordà (Baix Empordà) a llarg del segle XXI als escenaris de canvi climàtic RCP 8.5 i RCP4.5 (format SHP)

description: Arxius del shapefile (format SHP de Esri) amb la distribució espacial del valor mitjà de les nits tropicals a la fase de maduració de la vinya a la D.O. Empordà (Baix Empordà) als escenaris de canvi climàtic RCP 8.5 i RCP4.5 projectat per a les dècades dels anys 2030, 2050, 2070 i 2090 i el període Control (1972-2005). A més, un arxiu Word amb les metadades del shapefile.