cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc23pdgp
title: CCDC 1956982: Experimental Crystal Structure Determination

description: Related Article: Anton V. Savchenkov, Andrei S. Uhanov, Mikhail S. Grigoriev, Aleksandr M. Fedoseev, Denis V. Pushkin, Larisa B. Serezhkina, Viktor N. Serezhkin|2021|Dalton Trans.|50|4210|doi:10.1039/D0DT04083E
DOI: 10.6084/m9.figshare.14339579
title: Nitrogen1161775

description: Curated datasets and R script for article entitled "Exploring Temperature-Related Effects in Catch Crop Net N Mineralization Outside of First-Order Kinetics", submitted in MDPI journal Nitrogen March 2021.<br>The dataset contains incubation results as well as non-linear least squares modelling results.
DOI: 10.6084/m9.figshare.14339579.v1
title: Nitrogen1161775

description: Curated datasets and R script for article entitled "Exploring Temperature-Related Effects in Catch Crop Net N Mineralization Outside of First-Order Kinetics", submitted in MDPI journal Nitrogen March 2021.<br>The dataset contains incubation results as well as non-linear least squares modelling results.
DOI: 10.6084/m9.figshare.12973005.v2
title: Intellectual Property Rights and Agricultural Development: Evidence from a Worldwide Index of IPRs in Agriculture (1961-2018)

description: This paper revises and updates the Campi-Nuvolari index of intellectual property protection for plant varieties. The new index provides yearly scores for the period 1961–2018 for 104 countries, which have legislation on plant variety protection in force. The new evidence highlights the ongoing shift towards more similar and stronger systems of intellectual property rights (IPRs) worldwide, regardless of individual characteristics of countries. The signing of the TRIPS and trade agreements with TRIPS-Plus provisions are major drivers of this process. In addition, certain characteristics of countries such as the regulatory environment, the level of human capital, the importance of agricultural production, and openness to trade, are also significant determinants of the evolution of IPRs systems. We conclude by discussing other possible applications of the data.
DOI: 10.6084/m9.figshare.12973005.v1
title: Intellectual Property Rights and Agricultural Development: Evidence from a Worldwide Index of IPRs in Agriculture (1961-2018)

description: This paper revises and updates the Campi-Nuvolari index of intellectual property protection for plant varieties. The new index provides yearly scores for the period 1961–2018 for 104 countries, which have legislation on plant variety protection in force. The new evidence highlights the ongoing shift towards more similar and stronger systems of intellectual property rights (IPRs) worldwide, regardless of individual characteristics of countries. The signing of the TRIPS and trade agreements with TRIPS-Plus provisions are major drivers of this process. In addition, certain characteristics of countries such as the regulatory environment, the level of human capital, the importance of agricultural production, and openness to trade, are also significant determinants of the evolution of IPRs systems. We conclude by discussing other possible applications of the data.
DOI: 10.6084/m9.figshare.12973005
title: Intellectual Property Rights and Agricultural Development: Evidence from a Worldwide Index of IPRs in Agriculture (1961-2018)

description: This paper revises and updates the Campi-Nuvolari index of intellectual property protection for plant varieties. The new index provides yearly scores for the period 1961–2018 for 104 countries, which have legislation on plant variety protection in force. The new evidence highlights the ongoing shift towards more similar and stronger systems of intellectual property rights (IPRs) worldwide, regardless of individual characteristics of countries. The signing of the TRIPS and trade agreements with TRIPS-Plus provisions are major drivers of this process. In addition, certain characteristics of countries such as the regulatory environment, the level of human capital, the importance of agricultural production, and openness to trade, are also significant determinants of the evolution of IPRs systems. We conclude by discussing other possible applications of the data.
DOI: 10.6084/m9.figshare.14337323
title: entity-event-pseudo-annotation

description: Data for FLAIRS'34 paper "Evaluation of Unsupervised Entity and Event Salience Estimation".
DOI: 10.6084/m9.figshare.14337323.v1
title: entity-event-pseudo-annotation

description: Data for FLAIRS'34 paper "Evaluation of Unsupervised Entity and Event Salience Estimation".
DOI: 10.6084/m9.figshare.12610958
title: +5 Million Python & Bash Programming Submissions for 5 Courses & Grades for Computer-Based Exams over 3 academic years.

description: In Dublin City University, students learn how to code by taking a variety of programming modules. Students develop code algorithms for problems proposed by Faculty. Many of these courses or modules are delivered through a custom Virtual Learning Environment (VLE) built for the purpose of teaching and learning computer programming. This custom VLE enables students to access course information, material and slides for each module. In addition, our system integrates an automatic grading platform where students can verify their code submissions for programming exercises. Students typically develop solutions locally for laboratory sheets for the computer programming courses. Then, they submit their programs online to the automatic grading platform which runs a number of testcases specified by the lecturer on each exercise. This provides instant feedback to students based on the suite of testcases run and ultimately tells the student whether the program is considered correct or incorrect if any of the testcases fail. This information is invaluable to their learning and such a platform is needed to verify their programs work as expected. <br>The computer programming grading system has been used for several years on a variety of programming courses at our University. This allowed researchers and Faculty to gather a fine-grained digital footprint of students learning programming at our University. Recently, research in Learning Analytics has focused on Predictive Modelling and identifying those students having difficulties with course material, also in programming courses, and offering remediation, personalized feedback and interventions to students using Machine Learning techniques. Prior work has reported that customized notifications sent to students regarding their performance and offering resources such as further learning material, code solutions from peers in their class and university support services helped students to increase their differential performance and engagement on these programming courses. However, there is a limit to this prior work where most of the models use little or no programming work as features for the learning algorithms or feedback sent to students. In this work we explore different mechanisms to represent students’ code to predict its correctness and to better analyze students’ progress using their interactions which can be exploited to provide effective feedback and support better recommendations. <br>Every time a student submits a code solution for verification, the system stores the code submission, the student identifier, the IP used on the network for the upload, the results of the testcases run with inputs and outputs, the course the submission belongs to, the exercise and the task name the student is attempting by using the submission’s filename. In total, we collected more than half a million programming submissions (591,707) for 666 students from 5 Python programming courses over 3 academic years.
DOI: 10.5281/zenodo.4647054
title: Pel·lícules d'acció estrenades entre el 2000 i el 2005.

description: El data set resultant és compost de 1560 observacions, corresponent a totes les pel·lícules d’acció estrenades entre el 2000 i el 2005, i 12 atributs. Aquests <strong>atributs </strong>són: Títol nom de la pel·lícula en castellà d’Espanya. Títol original. Idioma original. Duració, en el format “hores minuts”. Gèneres, a més del d’acció. Directors. Sinopsis. Data d’estrena. Classificació per edat. Enllaç a la imatge de cartell. Puntuació obtinguda pels visitants de la pàgina web. Plataforma de streaming on podem trobar-la. Aquestes dades han sigut obtingudes a partir de la web The Movie Database
DOI: 10.5281/zenodo.4647053
title: Pel·lícules d'acció estrenades entre el 2000 i el 2005.

description: El data set resultant és compost de 1560 observacions, corresponent a totes les pel·lícules d’acció estrenades entre el 2000 i el 2005, i 12 atributs. Aquests <strong>atributs </strong>són: Títol nom de la pel·lícula en castellà d’Espanya. Títol original. Idioma original. Duració, en el format “hores minuts”. Gèneres, a més del d’acció. Directors. Sinopsis. Data d’estrena. Classificació per edat. Enllaç a la imatge de cartell. Puntuació obtinguda pels visitants de la pàgina web. Plataforma de streaming on podem trobar-la. Aquestes dades han sigut obtingudes a partir de la web The Movie Database
DOI: 10.6084/m9.figshare.14125298
title: Data, time, change and land-system dynamics

description: Time-related information in land-change studies is reviewed using case studies in JLUS and LAND. An explicit focus on time has potential for exploring process-based perspectives. We report how time is represented and patterns in pre-analytical choices are detected, identifying practices to enhance the relevance and impact of land-change studies. Results show 40% of the studies use two datasets; the modal timespan and interval between datasets are 10 years; 79% are durations up to 30 years; 73% are changes since 1972. Modal start dates are 1990 and 2000. Dates ending in 0 and 5 are over-represented and lack explicit justification. The prevalence of a ‘two-date approach’ restricts measuring and analyzing change, identifying temporal non-stationarity is precluded, and modelling change pathways and responses to underlying system dynamics are limited. An improved focus on time in dataset choice to developimproved understanding of dynamics and change offers broader insights into land-system functions.
DOI: 10.6084/m9.figshare.14125298.v1
title: Data, time, change and land-system dynamics

description: Time-related information in land-change studies is reviewed using case studies in JLUS and LAND. An explicit focus on time has potential for exploring process-based perspectives. We report how time is represented and patterns in pre-analytical choices are detected, identifying practices to enhance the relevance and impact of land-change studies. Results show 40% of the studies use two datasets; the modal timespan and interval between datasets are 10 years; 79% are durations up to 30 years; 73% are changes since 1972. Modal start dates are 1990 and 2000. Dates ending in 0 and 5 are over-represented and lack explicit justification. The prevalence of a ‘two-date approach’ restricts measuring and analyzing change, identifying temporal non-stationarity is precluded, and modelling change pathways and responses to underlying system dynamics are limited. An improved focus on time in dataset choice to developimproved understanding of dynamics and change offers broader insights into land-system functions.
DOI: 10.6084/m9.figshare.14339681
title: Supplementary Material for: Dermal Penetration Analysis of Curcumin in an ex vivo Porcine Ear Model Using Epifluorescence Microscopy and Digital Image Processing

description: <b><i>Introduction:</i></b> Curcumin is a promising drug candidate, but its use for dermal application is limited due to its poor aqueous solubility. Thus, formulations that increase the solubility of curcumin are needed to fully exploit the therapeutic potential of curcumin. Various previous studies address this issue, but a comparison of the efficacy between these formulations remains difficult. The reason for this is a missing standard formulation as benchmark control and an easy-to-use skin penetration model that allows for a fast discrimination between different formulations. <b><i>Objective:</i></b> Thus, the aims of this study were the development of a curcumin standard formulation and a screening tool that allows for a fast discrimination between the dermal penetration efficacies of curcumin from different formulations. <b><i>Methods:</i></b> Ethanolic curcumin solutions were selected as simple and easy to produce standard formulations, and the ex vivo porcine ear model, coupled with epifluorescence microscopy and subsequent digital image analysis, was utilized to determine the dermal penetration efficacy of curcumin from the different formulations. <b><i>Results:</i></b> Results show that the utilized skin penetration model is a suitable and versatile tool that enables not only a fast determination of the dermal penetration efficacy of curcumin from different formulations but also a detailed and mechanistic information on the fate of chemical compounds after dermal penetration. Ethanolic solutions containing 0.25% curcumin were found to be the most suitable standard formulation. <b><i>Conclusions:</i></b> Results of the study provide a new, effective screening tool for the development of dermal formulations for improved dermal delivery of curcumin.
DOI: 10.22008/fk2/n0xwsj/n5nvwu
title: SCDA_v2.py

description: :unav
DOI: 10.22008/fk2/n0xwsj/tecsj7
title: TN 0.2 SICE implementation of the Simple Cloud Detection Algorithm (SCDA) v2.pdf

description: :unav
DOI: 10.5281/zenodo.4647075
title: Dataset Related to article "No efficacy of transcranial direct current stimulation on chronic migraine with medication overuse: A double blind, randomised clinical trial" on Trial NCT04228809

description: Clinical database including patients enrolled in a double blind trial evaluating the efficacy of direct current stimulation on chronic migraine with medication overuse
DOI: 10.5281/zenodo.4647074
title: Dataset Related to article "No efficacy of transcranial direct current stimulation on chronic migraine with medication overuse: A double blind, randomised clinical trial" on Trial NCT04228809

description: Clinical database including patients enrolled in a double blind trial evaluating the efficacy of direct current stimulation on chronic migraine with medication overuse
DOI: 10.6084/m9.figshare.14339712.v1
title: Terreneuvian bio- and chemostratigraphy of the South Sichuan Region (South China)

description: Isotope data
DOI: 10.6084/m9.figshare.14339712
title: Terreneuvian bio- and chemostratigraphy of the South Sichuan Region (South China)

description: Isotope data
DOI: 10.6084/m9.figshare.14339321.v1
title: Spatial distributions of languages extracted from Twitter

description: This is a collection of GeoJSON files containing the counts of users of local language groups in every cell of a grid laid over several regions of interest. The cells are defined as squares in a projected system of coordinates adapted to each country, the sides of which have a size specified in the file names (cell_size=Xm). <br><br>These counts were obtained through the processing of geo-located tweets posted between 2015 and 2019 in these regions, collected through the streaming API of Twitter, and more specifically using the "statuses/filter" endpoint (see Ref. 1). This endpoint provides a sample of tweets in real time matching some provided filters. Bounding box filters were set to collect tweets from a set of countries of interest. Before reproducing this method of data collection, one should bear in mind that the current form and even the availability of this endpoint is subject to future changes introduced by the Twitter Developer's team. The code used to make this processing as well as to visualize these data is available on GitHub (see Ref. 2).
DOI: 10.5281/zenodo.4647212
title: Reducing Compliance Demands in Government Benefit Programs Improves the Psychological Well-Being of Target Group Members

description: Replication data and code for Reducing Compliance Demands in Government Benefit Programs Improves the Psychological Well-Being of Target Group Members
DOI: 10.5281/zenodo.4647211
title: Reducing Compliance Demands in Government Benefit Programs Improves the Psychological Well-Being of Target Group Members

description: Replication data and code for Reducing Compliance Demands in Government Benefit Programs Improves the Psychological Well-Being of Target Group Members
DOI: 10.34892/4eza-0021
title: Global Distribution of Sea Turtle Feeding Sites

description: This dataset shows the known locations of sea turtle feeding sites, for five of the seven species: hawksbill turtle (Eretmochelys imbricata), leatherback turtle (Dermochelys coriacea), green turtle (Chelonia mydas), loggerhead turtle (Caretta caretta), and olive ridley turtle (Lepidochelys olivacea).
DOI: 10.7284/139833
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise AT42-25 using a Hawaii UHDAS instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139836
title: Fluorometer data collected during research cruise AT42-25 using a WET Labs WETStar instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139829
title: GNSS (Global Navigation Satellite System) data collected during research cruise AT42-25 using a C&C C-Nav 3050 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139830
title: GNSS (Global Navigation Satellite System) data collected during research cruise AT42-25 using a Furuno GP-90D instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139843
title: Gyrocompass data collected during research cruise AT42-25 using a Sperry MK-37 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.4647078
title: Carbon dioxide fluxes and carbon balance of an agricultural grassland in southern Finland

description: The data set contains CO<sub>2</sub> and H<sub>2</sub>O eddy covariance flux data and meteorological measurements from agricultural grassland site at Qvidja in southern Finland (60.29550°N, 22.39281°E, elevation 5 m) measured in 2018 - 2020. Additionally, the data set contains leaf area index data and measurements of soil organic carbon content. Fluxes_Heimsch_et_al_2020.csv contains the CO<sub>2</sub> and H<sub>2</sub>O flux data. Meteorology_Heimsch_et_al_2020.csv and Precipitation_Heimsch_et_al_2020.csv contain the meteorological measurements. LAI_Heimsch_et_al_2020.csv contains the leaf area index data obtained from the Sentinel-2 satellite. SOC_Heimsch_et_al_2020.xlsx contains the measurements of soil organic carbon from five soil core samples.
DOI: 10.7284/139837
title: Meteorological Station data collected during research cruise AT42-25 using a Vaisala WXT520 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.4297296
title: Carbon dioxide fluxes and carbon balance of an agricultural grassland in southern Finland

description: The data set contains CO<sub>2</sub> and H<sub>2</sub>O eddy covariance flux data and meteorological measurements from agricultural grassland site at Qvidja in southern Finland (60.29550°N, 22.39281°E, elevation 5 m) measured in 2018 - 2020. Additionally, the data set contains leaf area index data and measurements of soil organic carbon content. Fluxes_Heimsch_et_al_2020.csv contains the CO<sub>2</sub> and H<sub>2</sub>O flux data. Meteorology_Heimsch_et_al_2020.csv and Precipitation_Heimsch_et_al_2020.csv contain the meteorological measurements. LAI_Heimsch_et_al_2020.csv contains the leaf area index data obtained from the Sentinel-2 satellite. SOC_Heimsch_et_al_2020.xlsx contains the measurements of soil organic carbon from five soil core samples.
DOI: 10.7284/139838
title: Meteorological Station data collected during research cruise AT42-25 using a Vaisala WXT520 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139841
title: Radiometer data collected during research cruise AT42-25 using a Eppley RAD instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139842
title: Radiometer data collected during research cruise AT42-25 using a Biospherical QSR-2150 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139832
title: Speedlog data collected during research cruise AT42-25 using a Furuno DS-50 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139839
title: Water Temperature data collected during research cruise AT42-25 using a Sea-Bird SBE-48 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/139840
title: TSG (Thermosalinograph) data collected during research cruise AT42-25 using a Sea-Bird SBE-45 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.34892/pn5r-3m57
title: Mean Sea Surface Productivity in December 2003-2007

description: This dataset shows mean global sea surface Net Primary Productivity (NPP) values for the month of December, averaged for the period from 2003 to 2007. They were created using data from Oregon State University's Ocean Productivity database (www.science.oregonstate.edu/ocean.productivity).
DOI: 10.6084/m9.figshare.14339729
title: Supplementary Material for: Adjuvant Chemotherapy in High-Risk Prostate Cancer Patients after Primary Local Therapy: Recurrence, Metastasis, and Survival – A Meta-Analysis

description: <b><i>Context:</i></b> Several randomized clinical trials (RCTs) have recently tested adjuvant chemotherapy to high-risk prostate cancer patients (PCA) after primary local therapy. <b><i>Objective:</i></b> The aim of the study was to perform a systematic review and meta-analysis of RCTs evaluating the adjuvant chemotherapy in high-risk prostate cancer patients after primary local therapy. The primary endpoint was overall survival (OS). The secondary endpoint was disease-free survival (DFS) and biochemical recurrence-free survival (BRFS). <b><i>Methods:</i></b> A systematic review of PubMed/Medline, Embase, and Cochrane databases was performed to identify relevant studies published in English up to March 2020. Six trials were selected for inclusion. <b><i>Results:</i></b> There were 7 studies included in the present study. The meta-analysis did not show a significant OS benefit from adjuvant chemotherapy in patients with high-risk prostate cancer after primary local therapy (hazard ratio [HR]: 0.87; 95% confidence interval [CI], 0.72–1.05; <i>p =</i> 0.15). But docetaxel in patients with high-risk prostate cancer after primary local therapy was associated with a slightly OS improvement (HR: 0.79; 95% CI, 0.63–0.98; <i>p</i> = 0.03). It also did not show a significant benefit in DFS and BRFS in patients with high-risk prostate cancer (HR: 0.89, 95% CI, 0.75–1.06, <i>p</i> = 0.18; HR: 0.85, 95% CI, 0.69–1.06, <i>p</i> = 0.16). <b><i>Conclusions:</i></b> This meta-analysis shows a slightly OS benefit from docetaxel in patients with high-risk prostate cancer after primary local therapy. It did not show a significant benefit in DFS and BRFS from adjuvant chemotherapy in patients with high-risk prostate cancer.
DOI: 10.34892/j5jr-rz41
title: Mean Sea Surface Productivity in June 2003-2007

description: This dataset shows mean global sea surface Net Primary Productivity (NPP) values for the month of June, averaged for the period from 2003 to 2007. They were created using data from Oregon State University's Ocean Productivity database (www.science.oregonstate.edu/ocean.productivity).