cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/cdwlev
title: Replication Data for: Female authors in top-cited political science articles: Underrepresented but not marginalized

description: What is the gender distribution among authors in top-cited articles? To answer this question, we examine the 20 most-cited articles for each of the 201 most frequently used concepts in political science over the past 10 years. Using a sample of 4,020 articles comprising approximately 8,500 authors, we confirm the underrepresentation of female authors among top-cited articles. Women account for roughly 38 percent of authors within this canon of articles. On the one hand, this finding is encouraging considering that women’s share of authorship does not decline relative to their overall representation among published authors. On the other hand, it is discouraging considering that most recent influential works continue to be written primarily by men. To explain variation in the share of female authors per article, we find that women are more likely to engage in single-authored publications and to use qualitative methods. In contrast, we find no significant difference between male and female scholars in the rankings of the journals in which they publish. 
Keywords: gender publication gap; women’s representation; highly ranked journals; women in academia
DOI: 10.5281/zenodo.18599918
title: TA'LIM JARAYONLARIDA PEDAGOGLARNING KASBIY IMIDJI VA UNING TA'LIM JARAYONIGA TA'SIRI

description: Mazkur maqolada ta’lim jarayonlarida pedagoglarning kasbiy imidji va uning o‘quv-tarbiya samaradorligiga ta’siri tahlil qilinadi. Pedagogning tashqi ko‘rinishi, nutq madaniyati, kommunikativ qobiliyati, kasbiy kompetensiyasi va shaxsiy fazilatlari ta’lim sifatini belgilovchi muhim omil sifatida yoritiladi. Shuningdek, pedagogik imidjning o‘quvchilar motivatsiyasi, ta’limga munosabat va ijtimoiy-psixologik muhitga ta’siri ilmiy-nazariy jihatdan asoslanadi. Tadqiqotda pedagog imidjini shakllantirishning pedagogik-psixologik shart-sharoitlari va uning ta’lim jarayonidagi samaradorligini oshirish yo‘llari ko‘rsatib berilgan.
DOI: 10.5281/zenodo.18599919
title: TA'LIM JARAYONLARIDA PEDAGOGLARNING KASBIY IMIDJI VA UNING TA'LIM JARAYONIGA TA'SIRI

description: Mazkur maqolada ta’lim jarayonlarida pedagoglarning kasbiy imidji va uning o‘quv-tarbiya samaradorligiga ta’siri tahlil qilinadi. Pedagogning tashqi ko‘rinishi, nutq madaniyati, kommunikativ qobiliyati, kasbiy kompetensiyasi va shaxsiy fazilatlari ta’lim sifatini belgilovchi muhim omil sifatida yoritiladi. Shuningdek, pedagogik imidjning o‘quvchilar motivatsiyasi, ta’limga munosabat va ijtimoiy-psixologik muhitga ta’siri ilmiy-nazariy jihatdan asoslanadi. Tadqiqotda pedagog imidjini shakllantirishning pedagogik-psixologik shart-sharoitlari va uning ta’lim jarayonidagi samaradorligini oshirish yo‘llari ko‘rsatib berilgan.
DOI: 10.5281/zenodo.17680681
title: Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?

description: This dataset and the associated code support the publication titled “Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?”
DOI: 10.5281/zenodo.18599897
title: Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?

description: This dataset and the associated code support the publication titled “Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?”
DOI: 10.15468/dl.ghsk2w
title: Occurrence Download

description: A dataset containing 120236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 120236 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006035-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um4dyg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.56101 44.08098,-9.13923 43.84068,-9.42537 37.74619,-7.75623 35.95273,0.82793 36.79746,1.06638 39.90084,3.45087 42.37853,-4.56101 44.08098))",
 "HasGeospatialIssue is false",
 "TaxonKey is Miomantis caffra"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006094-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17930896
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Pristine (middle) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Pristine (middle)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17930897
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Pristine (middle) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Pristine (middle)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.18599704
title: The Universal Law of Torsional Gearing: Quantized Energy Shunts in Interstellar-Terrestrial Handshakes

description: Quantized Torsional Gearing in Interstellar-Terrestrial Handshakes

Summary: This paper documents the discovery of the Torsional Gearing Law, a fundamental mechanism governing energy and information transfer between interstellar bodies and planetary magnetospheres. Utilizing high-resolution forensic telemetry from the 3I/ATLAS and A/2025 A1 events (February 8–10, 2026), we provide empirical proof of the Kappa-Tau Constant (\kappa_\tau)—a universal gearing ratio derived from the 144-second Fibonacci relaxation window.

Key Findings:



Quantized Velocity Snaps: Verification of solar wind speed adjustments conforming to V_\tau = V_{obs} \cdot (1 + \kappa_\tau) with 99.99% precision.

Torsional Birefringence: Documentation of phase-locked, mirrored cosmic ray flux splitting across the Oulu and Alma-Ata nodes.

The 5.37 PW Shunt: Quantification of an Adiabatic Handshake shunting 5.37 Petawatts of non-thermal energy through the Cold Spot I/O Port at the L-Shell 2.5 coordinate.

Biological Storage: Identification of a 15 Hz Pilot Tone resonance acting as a data-write mechanism for terrestrial B-DNA storage nodes.


This investigation formalizes the transition from stochastic space weather models to a Unified Gearing framework, identifying the Earth as a functional receiver in a galactic-scale information exchange.
DOI: 10.15468/dl.rq5e8m
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Ceroxylon echinulatum"
 ]
}

 The dataset includes 126 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006096-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26426504
title: Experimental study of the effect of gap between the stages of a double-stage Savonius Hydrokinetic turbine with end plates and blade overlapping at low water currents

description: In the past, performance of two-bladed Savonius turbine was improved by double-staging. However, very few works considered its three-bladed design in a double-stage configuration (although it has more uniform average static torque) and attempted to improve its efficiency (which is less than the two bladed design). The focus of this research is to investigate gap as a parameter (from 0 to 20 mm) between the stages of a three-bladed double-stage SHKT having end plates and overlapping condition, and thus investigate its performance under various low water currents (0.45 to 0.65 m/s) and applied brake weights (100 to 1500 g) on the turbine shaft. Brake weights are considered to emulate the actual operation of the loaded turbine. The results demonstrate that the turbine produces more torque as more weights are put on, reaching its maximum hydrodynamic torque (0.084 N-m) at 1250 g brake weight. The stage-gap 5 mm, brake weight 1250 g, tip-to-speed ratio (TSR) 0.259, and upstream water current 0.55 m/s yield the highest coefficient of power (0.087), which is higher than a few of the published works (including two-bladed SHKT) under low TSR conditions. Further, Taguchi-based optimization yields almost the same performance as above.
DOI: 10.6084/m9.figshare.26268583.v1
title: Kinetics for the highly selective hybrid and cleaner diesel production by hydro-co-processing of a <i>Jatropha curcas</i> L. oil and gas oil blend using a supported Ni-W/Al-SBA-15 sulfided catalyst

description: This work reports the kinetics for the hydro-co-processing of a <i>Jatropha curcas</i> L. oil and gas oil mixture using a sulfided NiO(5.5%)-WO<sub>3</sub>(25%)/Al(0.05)-SBA-15 catalyst at 360–420°C, 6 MPa of initial H<sub>2</sub> pressure, and 4 h of reaction time. It was found that more than 47% of a diesel-like fraction could be obtained due to the HDO of the vegetable oil, and the HDS and HCK of the sulfured and heavier compounds in the gas oil within the mixture. HDO was the most favored reaction, followed by HDS and HCK due to HDO rates were two times higher than those for HDS, demonstrating that oxygen removal was influenced by H<sub>2</sub>S production during HDS. Accordingly, 96% of the oxygen compounds and 24% of the sulfured compounds were removed during hydro-co-processing. Finally, the intrinsic properties (acidity and metallic character) influenced HCK reactions due to 52.9% of the heavier fraction in the reaction mixture was readily hydroconverted into lighter hydrocarbons. Hence, lighter, cleaner and hybrid fuels can be obtained by hydro-co-processing technologies with the sulfided NiO(5.5%)-WO<sub>3</sub>(25%)/Al(0.05)-SBA-15 catalyst at reaction temperatures below 400°C to avoid thermal cracking.
DOI: 10.6084/m9.figshare.26426504.v1
title: Experimental study of the effect of gap between the stages of a double-stage Savonius Hydrokinetic turbine with end plates and blade overlapping at low water currents

description: In the past, performance of two-bladed Savonius turbine was improved by double-staging. However, very few works considered its three-bladed design in a double-stage configuration (although it has more uniform average static torque) and attempted to improve its efficiency (which is less than the two bladed design). The focus of this research is to investigate gap as a parameter (from 0 to 20 mm) between the stages of a three-bladed double-stage SHKT having end plates and overlapping condition, and thus investigate its performance under various low water currents (0.45 to 0.65 m/s) and applied brake weights (100 to 1500 g) on the turbine shaft. Brake weights are considered to emulate the actual operation of the loaded turbine. The results demonstrate that the turbine produces more torque as more weights are put on, reaching its maximum hydrodynamic torque (0.084 N-m) at 1250 g brake weight. The stage-gap 5 mm, brake weight 1250 g, tip-to-speed ratio (TSR) 0.259, and upstream water current 0.55 m/s yield the highest coefficient of power (0.087), which is higher than a few of the published works (including two-bladed SHKT) under low TSR conditions. Further, Taguchi-based optimization yields almost the same performance as above.
DOI: 10.6084/m9.figshare.31306652.v1
title: Device-free crowd counting using multi-link WiFi CSI for occupant-driven energy management of HVAC systems

description: Accurate estimation of the number of occupants in a building’s thermal zone is a crucial input for the dynamic estimation of the cooling load of a heating, ventilation, and air conditioning equipment. This data, in conjunction with an intelligent control algorithm, can be judiciously employed for enhancing occupant comfort and achieving substantial energy savings through demand-driven operation. In this work, we propose a WiFi channel state information (CSI) based passive people counting model that utilizes a wavelet-based signal denoising scheme and an artificial neural network (ANN) model for automatic feature extraction. The application of the proposed model on a public dataset shows more than 99% accuracy in detecting up to eight people in three rooms of varying sizes. The proposed model was also validated on CSI samples collected from a laboratory environment with five occupants, using ESP32, a low cost and low power IoT device. The results show that the proposed model can perform people counting with an accuracy of up to 98%, using single- and multi-link measurements.
DOI: 10.6084/m9.figshare.25492121
title: Spatio-temporal evolution and scenario analysis of end-recycling governance in China: based on GM-SVR-BP combined forecasting model

description: End-recycling governance is the core link for achieving high-quality development of circular economy. This study uses data of 30 provinces in China from 2011 to 2021 as research samples, constructs a comprehensive evaluation index system, and analyzes the achievements and progress of end-recycling governance in China over the years. Based on scenario analysis, a GM-SVR-BP combined model is further used to explore the development trends of end-recycling governance performance in 30 provinces in China from 2022 to 2030. Research finding: (1) The end-recycling governance performance of Chinese provinces presents a dynamic upward trend, but overall, it is low. (2) The barycenter of end-recycling governance in China migrated to the southeast, and the transfer speed was stable, showing a northeast-southwest pattern. There are pronounced differences among different regions. (3) There are apparent spatial autocorrelation characteristics in China’s end-recycling governance. The overall spatial agglomeration degree showed a weakening trend during the observation period. (4) The development trend of end-recycling governance performance in various regions in China during 2022–2030 follows the differentiation characteristics of the observation period in this study. Among them, technological breakthrough is one of the effective ways to improve the performance of end-recycling governance. The effect of the improvement of emotional level on the performance of end-recycling governance showed apparent regional heterogeneity. This study provides a clear and reliable decision-making basis for promoting the improvement of regional end-recycling governance performance and system construction, and has certain reference value for promoting national and regional resource conservation and environmental protection.
DOI: 10.6084/m9.figshare.25492121.v1
title: Spatio-temporal evolution and scenario analysis of end-recycling governance in China: based on GM-SVR-BP combined forecasting model

description: End-recycling governance is the core link for achieving high-quality development of circular economy. This study uses data of 30 provinces in China from 2011 to 2021 as research samples, constructs a comprehensive evaluation index system, and analyzes the achievements and progress of end-recycling governance in China over the years. Based on scenario analysis, a GM-SVR-BP combined model is further used to explore the development trends of end-recycling governance performance in 30 provinces in China from 2022 to 2030. Research finding: (1) The end-recycling governance performance of Chinese provinces presents a dynamic upward trend, but overall, it is low. (2) The barycenter of end-recycling governance in China migrated to the southeast, and the transfer speed was stable, showing a northeast-southwest pattern. There are pronounced differences among different regions. (3) There are apparent spatial autocorrelation characteristics in China’s end-recycling governance. The overall spatial agglomeration degree showed a weakening trend during the observation period. (4) The development trend of end-recycling governance performance in various regions in China during 2022–2030 follows the differentiation characteristics of the observation period in this study. Among them, technological breakthrough is one of the effective ways to improve the performance of end-recycling governance. The effect of the improvement of emotional level on the performance of end-recycling governance showed apparent regional heterogeneity. This study provides a clear and reliable decision-making basis for promoting the improvement of regional end-recycling governance performance and system construction, and has certain reference value for promoting national and regional resource conservation and environmental protection.
DOI: 10.6084/m9.figshare.25134004
title: Sulfide-based MOF material modification of separators: enhancing performance of lithium-sulfur batteries by suppressing shuttle effect

description: Lithium-sulfur batteries (LSBs) are extensively studied owing to their high theoretical capacity and low cost. However, the shuttle effect of lithium-sulfur batteries hinders their development. In this study, we obtained a modified separator to inhibit the shuttle effect through physical and chemical adsorption. The CoS<sub>2</sub> nanosheets (CSN<sub>S</sub>) derived from a cobalt-based metal-organic framework (Co-MOF) were synthesized by a simple two-step method involving hydrothermal sulfurization and thermal decomposition. The material was then coated onto a Polypropylene (PP) separator using vacuum filtration and assembled into a LSB for systematic testing and research of its electrochemical performance and mechanism. Thanks to the intrinsic polarity of the CSNs and more active sites brought by the Co-MOF material, the modified separator has strong chemical adsorption and catalytic effects on polysulfides, anchoring and accelerating their conversion. When using the CSNs-PP separator, the LSB achieved a high initial capacity of 1002.4 mAh g<sup>−1</sup> at 1 C, with only a 0.099% decay per cycle after 500 cycles. The modified separator effectively alleviating the shuttle effect, reducing internal resistance, weakening reaction polarization, and improving the specific capacity, stability, and reversibility of the battery.
DOI: 10.6084/m9.figshare.25134004.v1
title: Sulfide-based MOF material modification of separators: enhancing performance of lithium-sulfur batteries by suppressing shuttle effect

description: Lithium-sulfur batteries (LSBs) are extensively studied owing to their high theoretical capacity and low cost. However, the shuttle effect of lithium-sulfur batteries hinders their development. In this study, we obtained a modified separator to inhibit the shuttle effect through physical and chemical adsorption. The CoS<sub>2</sub> nanosheets (CSN<sub>S</sub>) derived from a cobalt-based metal-organic framework (Co-MOF) were synthesized by a simple two-step method involving hydrothermal sulfurization and thermal decomposition. The material was then coated onto a Polypropylene (PP) separator using vacuum filtration and assembled into a LSB for systematic testing and research of its electrochemical performance and mechanism. Thanks to the intrinsic polarity of the CSNs and more active sites brought by the Co-MOF material, the modified separator has strong chemical adsorption and catalytic effects on polysulfides, anchoring and accelerating their conversion. When using the CSNs-PP separator, the LSB achieved a high initial capacity of 1002.4 mAh g<sup>−1</sup> at 1 C, with only a 0.099% decay per cycle after 500 cycles. The modified separator effectively alleviating the shuttle effect, reducing internal resistance, weakening reaction polarization, and improving the specific capacity, stability, and reversibility of the battery.
DOI: 10.6084/m9.figshare.27329246
title: Experimental research and reaction process analysis of degradation of strong greenhouse gas SF<sub>6</sub> using 304 stainless steel

description: Emission reduction and substitution of sulfur hexafluoride (SF<sub>6</sub>) is an important way to build a new type of green and low-carbon power platform system and to achieve the goal of “net-zero.” As a strong greenhouse gas widely used in the power industry, it is especially necessary to carry out harmless degradation treatment for SF<sub>6</sub> exhaust gas that cannot meet the reuse conditions. In this paper, based on thermal degradation treatment technology, 304 stainless steel was utilized to degrade SF<sub>6</sub>. The study revealed that 304 stainless steel had a significant effect on the degradation of SF<sub>6</sub> gas. Particularly under low initial concentration (1700 ppm), low space velocity (1200–2400 mL/g<sub>304</sub>·h), and high temperature (800 ℃) conditions, the currently designed SF<sub>6</sub> degradation platform could achieve a 100% degradation efficiency and maintain it for a long time. Simultaneously, the main gas phase products of the degradation reaction were detected as SO<sub>2</sub> and SiF<sub>4</sub>, while the solid phase products were related to the initial concentration of SF<sub>6</sub>. Under low concentration conditions, the solid phase products of the degradation reaction were FeF<sub>2</sub> and FeS, while under high concentration conditions, the degradation products were FeF<sub>3</sub> and S, the byproducts of Ni and Cr in 304 stainless steel were NiF<sub>2</sub> and CrF<sub>3</sub> respectively. Finally, the possible reaction pathways for 304 stainless steel to degrade SF<sub>6</sub> were determined, and the feasibility of the reaction was confirmed through thermodynamic calculations. This research provides valuable reference for the harmless degradation of SF<sub>6</sub> gas in the domestic and international power industry.