cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8154813
title: Policy Review Data and Outcomes

description: This is a collaborative work with several researcher involved from the PARITY project. We conducted research on the different PARITY offerings, attempting to bring evidence-based recommendations arising from the whole PARITY project process. The conducted survey and workshop helped us to deliver the PARITY policy review data that could enable relevant stakeholders (including the EC and national regulatory authorities) to understand the complications and the actions needed to facilitate a wide, sustainable, fair and future proof uptake of local flexibility markets in Europe
DOI: 10.5281/zenodo.8163788
title: Policy Review Data and Outcomes on Local Flexibility Markets Operation

description: This is a collaborative work with several researcher involved from the PARITY project. We conducted research on the different PARITY offerings, attempting to bring evidence-based recommendations arising from the whole PARITY project process. The conducted survey and workshop helped us to deliver the PARITY policy review data that could enable relevant stakeholders (including the EC and national regulatory authorities) to understand the complications and the actions needed to facilitate a wide, sustainable, fair and future proof uptake of local flexibility markets in Europe
DOI: 10.5281/zenodo.8154812
title: Policy Review Data and Outcomes on Local Flexibility Markets Operation

description: This is a collaborative work with several researcher involved from the PARITY project. We conducted research on the different PARITY offerings, attempting to bring evidence-based recommendations arising from the whole PARITY project process. The conducted survey and workshop helped us to deliver the PARITY policy review data that could enable relevant stakeholders (including the EC and national regulatory authorities) to understand the complications and the actions needed to facilitate a wide, sustainable, fair and future proof uptake of local flexibility markets in Europe
DOI: 10.21227/n4x4-yg82
title: More Efficient Energy Management for Hybrid AC/DC Microgrids with Hard Constrained Neural Network-Based Conversion Loss Surrogate Models

description: Conversion loss modeling plays a crucial role in hybrid AC/DC microgrid (MG) energy management (EM). However, accurate calculation of the conversion losses is often very costly. Additionally, existing surrogate models typically rely on fixed-voltage DC buses, leading to excessive voltage magnitudes. To overcome these limitations, we propose surrogate models based on piecewise linear neural networks (NNs) that estimate conversion losses using converter power and variable-voltage DC buses. These NNs employs the Rectified Linear Unit (ReLU) activation function, allowing reformulation into linear constraints. During NN training, additional hard constraints are enforced via the augmented Lagrangian method to enhance feasibility. To limit the computational cost of the reformulated NN constraints, weights sparsity and ReLU stability regularizations are applied to the NN training process. The efficient energy management is implemented as a two-stage stochastic unit commitment (UC) problem with integer recourse. To solve this UC problem, we propose a finite iteration convergent Benders decomposition algorithm with several acceleration techniques, which reduce the computational burden significantly. Our case study demonstrates that: 1) the proposed surrogate model accurately approximates conversion losses while satisfying hard constraints, 2) optimizing the DC bus voltage leads to more efficient system operation, energy savings, and better overall performance, and 3) combining the NN weight optimization with Benders decomposition acceleration techniques significantly reduces the computational associated with the NN surrogates.
DOI: 10.5281/zenodo.8163866
title: UFO Files for the Toy ABC Model

description: The UFO model correspond to the toy ABC model that which consists of three scalar particles which interact with each other only when all three are present at the vertex. Prepared using LanHEP, this UFO model can be used with MadGraph5.
DOI: 10.5281/zenodo.8163865
title: UFO Files for the Toy ABC Model

description: The UFO model correspond to the toy ABC model that which consists of three scalar particles which interact with each other only when all three are present at the vertex. Prepared using LanHEP, this UFO model can be used with MadGraph5.
DOI: 10.5281/zenodo.8163874
title: UFO Files for the Toy ABC+D Model

description: The UFO model correspond to the toy ABCD model that which consists of four scalar particles. This model is an extension of the toy ABC model. Prepared using LanHEP, this UFO model can be used with MadGraph5.
DOI: 10.5281/zenodo.8163873
title: UFO Files for the Toy ABC+D Model

description: The UFO model correspond to the toy ABCD model that which consists of four scalar particles. This model is an extension of the toy ABC model. Prepared using LanHEP, this UFO model can be used with MadGraph5.
DOI: 10.5281/zenodo.8131473
title: 2. Mapeo de Escuelas Primarias transferidas de la órbita nacional a la provincia de Buenos Aires, La Matanza, 1969-1970

description: Esta colección surge con la intención de cumplir con el objetivo general de la investigación “Las escuelas primarias de gestión nacional creadas por la Ley N°4874 de 1905 en La Matanza: proceso de instalación y desarrollo institucional hasta su cierre y/o transferencia al ámbito provincial bonaerense”, codirigida por las autoras, radicada en el Departamento de Humanidades y Ciencias Sociales de la Universidad Nacional de La Matanza dentro del Programa de acreditación CyTMA2 y presentada como Proyecto Institucional de Dependencia Compartida entre la Secretaría de Extensión Universitaria y la Escuela de Formación Continua. El relevamiento de datos que se presenta en este número corresponde a la identificación y mapeo territorial de las escuelas primarias nacionales que fueron transferidas a la órbita provincial en 1969-1970. Para ello, se realizó una búsqueda documental que implicó principalmente la revisión de periódicos locales; se ha rastreado a través de un periódico local "Enfoques", el momento de paso efectivo de las escuelas nacionales ubicadas en La Matanza al ámbito provincial. Se han reconocido como dimensiones de recolección: la numeración de las escuelas Láinez instaladas en el partido de La Matanza, su ubicación en el momento de transferencia, y el número que adoptaron al pasar a la órbita provincial. Se utilizó Google Maps para realizar la representación gráfica que se incluye.
description: {"references": ["Agostino, H. N., Artola, A. Y. y Bertune Fatgala, M. N. (2022). La instalaci\u00f3n de escuelas L\u00e1inez en Ciudad Evita, La Matanza. En Congreso de Historia de los Pueblos (Comp.), XVIII Congreso de Historia de los Pueblos (pp. 153-175). AAAPBA.", "Artola, A. Y., y Bertune Fatgala, M. N. (2023). La transferencia de las escuelas primarias nacionales situadas en La Matanza a la \u00f3rbita provincial (1968-1970): Un an\u00e1lisis multiescalar desde dimensiones historiogr\u00e1ficas, contextuales sociohist\u00f3ricas y discursivas. S\u00edntesis Clave. Bolet\u00edn Informativo, (167), 1-19.", "N\u00f3mina de autoridades y de casas de estudios. (1969, agosto). Enfoques, 2.", "Tienen nueva numeraci\u00f3n las escuelas L\u00e1inez. (1970, 14 de mayo). Enfoques, 8."]}
DOI: 10.5255/ukda-sn-856572
title: Change in the making: A Dynamic and Relational Analysis of Voluntary Action, 2010-2020

description: Change in the Making is a study of change in voluntary action over time. Between 2016 and 2020 it investigated the ways in which change is negotiated, created and contested by a range of different stakeholders in diverse third sector settings. It focused attention on third sector organisations as contested spaces of collective action, involving the interplay of multiple stakeholders all with different interests. The study built on the Third Sector Research Centre's ESRC-funded 'Real Times' programme of research with third sector organisations carried out between 2010 and 2014. Change in the Making focused on four case studies of voluntary action, selected from the 15 included in the original Real Times study to provide a contrasting set of organisational scales, structures, models of engagement, and trajectories of change. The dataset includes transcripts from 121 in-depth interviews from across the four case study organisations, mostly with individuals but also a small number of paired and group interviews. Interviews were conducted with several groups of respondents associated with each of the case studies: trustees, staff (management and frontline), volunteers, service users, external partners (e.g. other organisations working in similar fields in the local area, funders etc), and national stakeholders (e.g. representatives from umbrella bodies relevant to the case studies). Sampling was purposive, with individual respondents identified through working with each of the case studies over time to identify key individuals, from each of the categories of respondents. The interviews were nearly all completed face to face, and lasted on average 60 minutes, although the length varied considerably. For the Change in the Making phase of interviews, two researchers – Angela Ellis Paine (AEP) and Rob Macmillan (RM) - were present for many of the interviews, with one of them leading the interview and the other joining in as appropriate. The interviews were semi-structured, guided by a template topic guide that was adapted for individual respondents, and evolved over time as the research progressed. A copy is provided within the dataset.
DOI: 10.5281/zenodo.8131472
title: 2. Mapeo de Escuelas Primarias transferidas de la órbita nacional a la provincia de Buenos Aires, La Matanza, 1969-1970

description: Esta colección surge con la intención de cumplir con el objetivo general de la investigación “Las escuelas primarias de gestión nacional creadas por la Ley N°4874 de 1905 en La Matanza: proceso de instalación y desarrollo institucional hasta su cierre y/o transferencia al ámbito provincial bonaerense”, codirigida por las autoras, radicada en el Departamento de Humanidades y Ciencias Sociales de la Universidad Nacional de La Matanza dentro del Programa de acreditación CyTMA2 y presentada como Proyecto Institucional de Dependencia Compartida entre la Secretaría de Extensión Universitaria y la Escuela de Formación Continua. El relevamiento de datos que se presenta en este número corresponde a la identificación y mapeo territorial de las escuelas primarias nacionales que fueron transferidas a la órbita provincial en 1969-1970. Para ello, se realizó una búsqueda documental que implicó principalmente la revisión de periódicos locales; se ha rastreado a través de un periódico local "Enfoques", el momento de paso efectivo de las escuelas nacionales ubicadas en La Matanza al ámbito provincial. Se han reconocido como dimensiones de recolección: la numeración de las escuelas Láinez instaladas en el partido de La Matanza, su ubicación en el momento de transferencia, y el número que adoptaron al pasar a la órbita provincial. Se utilizó Google Maps para realizar la representación gráfica que se incluye.
description: {"references": ["Agostino, H. N., Artola, A. Y. y Bertune Fatgala, M. N. (2022). La instalaci\u00f3n de escuelas L\u00e1inez en Ciudad Evita, La Matanza. En Congreso de Historia de los Pueblos (Comp.), XVIII Congreso de Historia de los Pueblos (pp. 153-175). AAAPBA.", "Artola, A. Y., y Bertune Fatgala, M. N. (2023). La transferencia de las escuelas primarias nacionales situadas en La Matanza a la \u00f3rbita provincial (1968-1970): Un an\u00e1lisis multiescalar desde dimensiones historiogr\u00e1ficas, contextuales sociohist\u00f3ricas y discursivas. S\u00edntesis Clave. Bolet\u00edn Informativo, (167), 1-19.", "N\u00f3mina de autoridades y de casas de estudios. (1969, agosto). Enfoques, 2.", "Tienen nueva numeraci\u00f3n las escuelas L\u00e1inez. (1970, 14 de mayo). Enfoques, 8."]}
DOI: 10.5281/zenodo.8161804
title: Secuencias_Metagenómica

description: Secuencias Proyecto Cacao Metagenómica.
DOI: 10.5281/zenodo.8161803
title: Secuencias_Metagenómica

description: Secuencias Proyecto Cacao Metagenómica.
DOI: 10.57745/kda4rg
title: rna_nas.R

description: R script for differential expression analysis between male and female C. nassatus
DOI: 10.57745/enr88g
title: pool.sh

description: This shell script produces the pooldata object used to investigate genome-wide diversity of C. nassatus and generates the Baypass analyses.
DOI: 10.57745/s6jgqe
title: rna_pyr.R

description: R script for differential expression analysis between pyrantel-resistant and susceptible C. elegans lines.
DOI: 10.57745/ei3k1z
title: cafe.sh

description: This script was used to investigate the rapid expansion and contraction of gene families in C. nassatus.
DOI: 10.57745/vxix8j
title: pyr_cya.R

description: R script for C. nassatus genome-wide diversity study
DOI: 10.57745/cwh5ak
title: genome_stats.sh

description: This shell script produces the intermediate files needed by the gda.R script (description of major genomic features).
DOI: 10.57745/cyxqsg
title: rna_cnas.sh

description: This shell script produces the raw count tables used to investigate transcriptomic differences between C. nassatus males and females.
DOI: 10.57745/xfphn1
title: orthofinder.sh

description: This script runs orthofinder between C. nassatus and other nematode species of interest
DOI: 10.57745/hvj0vi
title: gda.R

description: R script for C. nassatus genome description
DOI: 10.57745/qeyhyb
title: assemble_mt.sh

description: This shell script implements the mitoHifi script used to assemble the C. nassatus mitochondrial genome.
DOI: 10.57745/zf3b7c
title: rna_cele.sh

description: This shell script produces the raw count tables used to investigate transcriptomic differences between pyrantel-resistant and N2 control C. elegans lines.
DOI: 10.57745/jhznyk
title: SupplementaryInformation_190723.pdf

description: Supplementary figures of the "Spatio-temporal diversity and genetic architecture of pyrantel resistance in Cylicocyclus nassatus, the most abundant horse parasite" paper
DOI: 10.57745/aspkn5
title: SupplementaryTables_190723.tab

description: Supplementary tables of the "Spatio-temporal diversity and genetic architecture of pyrantel resistance in Cylicocyclus nassatus, the most abundant horse parasite" paper
DOI: 10.5281/zenodo.4441742
title: UAV Paddy Rice Panicle Dataset

description: Accurate panicle segmentation is a key step in rice field phenotyping. Deep learning methods based on high spatial resolution images provide a potential solution to increase the throughput as well as the accuracy of panicle identification. The quality and volume of the dataset are crucial to training an accurate and robust deep learning model. Panicle segmentation tasks require particularly costly annotations. Here we open a paddy rice panicle dataset, acquired by DJI Mavic Pro in 2018, to public use for rice panicle phenotyping.
description: This version is outdated. Please see 10.5281/zenodo.4444741, the latest one that has been fully open.
DOI: 10.5281/zenodo.4435336
title: UAV Paddy Rice Panicle Dataset

description: Accurate panicle segmentation is a key step in rice field phenotyping. Deep learning methods based on high spatial resolution images provide a potential solution to increase the throughput as well as the accuracy of panicle identification. The quality and volume of the dataset are crucial to training an accurate and robust deep learning model. Panicle segmentation tasks require particularly costly annotations. Here we open a paddy rice panicle dataset, acquired by DJI Mavic Pro in 2018, to public use for rice panicle phenotyping.
description: This version is outdated. Please see 10.5281/zenodo.4444741, the latest one that has been fully open.
DOI: 10.5281/zenodo.4434221
title: UAV Paddy Rice Panicle Dataset

description: Accurate panicle segmentation is a key step in rice field phenotyping. Deep learning methods based on high spatial resolution images provide a potential solution to increase the throughput as well as the accuracy of panicle identification. The quality and volume of the dataset are crucial to training an accurate and robust deep learning model. Panicle segmentation tasks require particularly costly annotations. Here we open a paddy rice panicle dataset, acquired by DJI Mavic Pro in 2018, to public use for rice panicle phenotyping.
description: This version is outdated. Please see 10.5281/zenodo.4444741, the latest one that has been fully open.
DOI: 10.5281/zenodo.4430186
title: UAV Paddy Rice Panicle Dataset

description: Accurate panicle segmentation is a key step in rice field phenotyping. Deep learning methods based on high spatial resolution images provide a potential solution to increase the throughput as well as the accuracy of panicle identification. The quality and volume of the dataset are crucial to training an accurate and robust deep learning model. Panicle segmentation tasks require particularly costly annotations. Here we open a paddy rice panicle dataset, acquired by DJI Mavic Pro in 2018, to public use for rice panicle phenotyping.
description: This version is outdated. Please see 10.5281/zenodo.4444741, the latest one that has been fully open.
DOI: 10.5281/zenodo.8137343
title: Spetiotemperal-hydrometeorological-data-in-Taiwan

description: <strong>CEEMD</strong> <strong>Daily mean temperature</strong> code: data_IMF_tm.m data: tm.mat <strong>Daily maximum temperature</strong> data: tmax.mat <strong>Heatwave</strong> CTX90pct all code: data_IMF_tmax_ctx.m data: heatwave_CTX90pct.mat summer code: data_IMF_tmax_ctx_summer.m data: heatwave_CTX90pct_summer.mat EHF all code: data_IMF_tmax_EHF.m data: heatwave_EHF2.mat summer code: data_IMF_tmax_EHF_summer.m data: heatwave_EHF_summer.mat <strong>Extreme cold events</strong> code: data_IMF_tmin.m data: tmin.mat <strong>Heavy rain events</strong> code: data_IMF_pr.m data: pr.mat <strong>Long-term heatwaves</strong> code: meemd_future.m data: futuredata45.mat/ futuredata85.mat
DOI: 10.25345/c59882x9c
title: MassIVE MSV000092483 - Rigo et al. 2023 BW312 metabolome study
title: Investigation of the metabolic pathway of BW312 Hordeum vulgare mutant line
DOI: 10.5281/zenodo.6374489
title: Radiative transfer model for Li et al. (2023), 'Wintertime low-level clouds over sea ice cool the Arctic climate system'

description: Source code for the radiative transfer model (RAPRAD) used in the study Li et al. (2022).
DOI: 10.6084/m9.figshare.23453594
title: Supplementary Material for: Neoadjuvant pyrotinib plus trastuzumab, docetaxel, and carboplatin in early or locally advanced HER2-positive breast cancer in China: a multicenter, randomized, double-blind, placebo-controlled phase 2 trial

description: INTRODUCTION This multicenter, randomized, double-blind, placebo-controlled phase 2 trial compared the efficacy, and safety of adding pyrotinib to trastuzumab, docetaxel, and carboplatin vs placebo, trastuzumab, docetaxel, and carboplatin in Chinese patients with HER2-positive early or locally advanced breast cancer (ClinicalTrials.gov identifier: NCT03756064). METHODS Sixty-nine women with HER2-positive early (T1-3, N0-1, M0) or locally advanced breast cancer (T2-3, N2 or N3, M0; T4, any N, M0) were recruited from Oct 1, 2019, to Jun 1, 2021. Before surgery, patients received 6 cycles of orally pyrotinib (400mg once per day), trastuzumab (8-mg/kg loading dose and 6-mg/kg maintenance doses), docetaxel (75 mg/m2), and carboplatin (AUC=6mg/ml·min) or orally placebo, trastuzumab, and docetaxel, and carboplatin every 3 weeks. The primary end point was independent review committee–assessed total pathologic complete response rate. The 2-sided Cochran-Mantel-Haenszel test, stratified by age, hormone receptor status, tumor stage, nodal status, cTNM stage, and Ki-67 level was used to compare rates between treatment groups. RESULTS In total, 69 female patients were randomized (pyrotinib, 36; and placebo, 33; median age, 53 [31-69] years). In the intention-to-treat population, total pathologic complete response rates were 65.5 % (19/29) in the pyrotinib group and 33.3% (10/30) in the placebo group (difference, 32.2%, p=0.013). Diarrhea was been reported in 86.1% of patients (31/36) in the pyrotinib group as the most common adverse events (AEs), and 15.2% of patients (5/33) in the placebo group. But no grade 4 or 5 AEs were reported. CONCLUSION Treatment with pyrotinib, trastuzumab, docetaxel, and carboplatin resulted in a statistically significant improvement in the total pathologic complete response rate vs placebo, trastuzumab, docetaxel, and carboplatin for the neoadjuvant treatment of HER2-positive early or locally advanced breast cancer in Chinese patients. Safety data were in line with the known pyrotinib safety profile and generally comparable between treatment groups.
DOI: 10.6084/m9.figshare.23453594.v1
title: Supplementary Material for: Neoadjuvant pyrotinib plus trastuzumab, docetaxel, and carboplatin in early or locally advanced HER2-positive breast cancer in China: a multicenter, randomized, double-blind, placebo-controlled phase 2 trial

description: INTRODUCTION This multicenter, randomized, double-blind, placebo-controlled phase 2 trial compared the efficacy, and safety of adding pyrotinib to trastuzumab, docetaxel, and carboplatin vs placebo, trastuzumab, docetaxel, and carboplatin in Chinese patients with HER2-positive early or locally advanced breast cancer (ClinicalTrials.gov identifier: NCT03756064). METHODS Sixty-nine women with HER2-positive early (T1-3, N0-1, M0) or locally advanced breast cancer (T2-3, N2 or N3, M0; T4, any N, M0) were recruited from Oct 1, 2019, to Jun 1, 2021. Before surgery, patients received 6 cycles of orally pyrotinib (400mg once per day), trastuzumab (8-mg/kg loading dose and 6-mg/kg maintenance doses), docetaxel (75 mg/m2), and carboplatin (AUC=6mg/ml·min) or orally placebo, trastuzumab, and docetaxel, and carboplatin every 3 weeks. The primary end point was independent review committee–assessed total pathologic complete response rate. The 2-sided Cochran-Mantel-Haenszel test, stratified by age, hormone receptor status, tumor stage, nodal status, cTNM stage, and Ki-67 level was used to compare rates between treatment groups. RESULTS In total, 69 female patients were randomized (pyrotinib, 36; and placebo, 33; median age, 53 [31-69] years). In the intention-to-treat population, total pathologic complete response rates were 65.5 % (19/29) in the pyrotinib group and 33.3% (10/30) in the placebo group (difference, 32.2%, p=0.013). Diarrhea was been reported in 86.1% of patients (31/36) in the pyrotinib group as the most common adverse events (AEs), and 15.2% of patients (5/33) in the placebo group. But no grade 4 or 5 AEs were reported. CONCLUSION Treatment with pyrotinib, trastuzumab, docetaxel, and carboplatin resulted in a statistically significant improvement in the total pathologic complete response rate vs placebo, trastuzumab, docetaxel, and carboplatin for the neoadjuvant treatment of HER2-positive early or locally advanced breast cancer in Chinese patients. Safety data were in line with the known pyrotinib safety profile and generally comparable between treatment groups.