cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30764845
title: Experimental study of the performance of spherical solar stills using flat and corrugated circular absorbers with different techniques

description: Solar stills are a promising sustainable solution for addressing drinking water scarcity using renewable energy. This study investigates the enhancement of spherical solar stills by modifying absorption basin designs and applying advanced performance-improvement techniques. Replacing the traditional horizontal basin with a vertical black-painted basin and jute wicks increased productivity to 3500 mL/m<sup>2</sup>/day, representing a 52.4% improvement over the conventional still (2300 mL/m<sup>2</sup>/day). The addition of a rear reflector (RR) improved energy savings by 80% and increased productivity by 28%. Incorporating a solar tracking system (TS) further elevated productivity to 5388 mL/m<sup>2</sup>/day, a 45% improvement compared to using the basin and tracking system alone. The corrugated basin design achieved 4200 mL/m<sup>2</sup>/day. With the rear reflector, productivity rose by 44% and energy efficiency improved by 110%. Introducing the tracking system increased productivity and efficiency by 49% and 127.5%, respectively. The combined use of the reflector and tracking system produced a 52% rise in productivity and a 155.5% increase in energy efficiency. The best performance was recorded when paraffin wax was integrated with the corrugated basin. Under this configuration, productivity reached 8562 mL/m<sup>2</sup>/day, with a 185.5% increase in productivity and a 58% gain in efficiency. The maximum yield was 8.5 liters per day, accompanied by a net economic profit of $1124.48 and the shortest payback period of 0.361 years.
DOI: 10.6084/m9.figshare.30764845.v1
title: Experimental study of the performance of spherical solar stills using flat and corrugated circular absorbers with different techniques

description: Solar stills are a promising sustainable solution for addressing drinking water scarcity using renewable energy. This study investigates the enhancement of spherical solar stills by modifying absorption basin designs and applying advanced performance-improvement techniques. Replacing the traditional horizontal basin with a vertical black-painted basin and jute wicks increased productivity to 3500 mL/m<sup>2</sup>/day, representing a 52.4% improvement over the conventional still (2300 mL/m<sup>2</sup>/day). The addition of a rear reflector (RR) improved energy savings by 80% and increased productivity by 28%. Incorporating a solar tracking system (TS) further elevated productivity to 5388 mL/m<sup>2</sup>/day, a 45% improvement compared to using the basin and tracking system alone. The corrugated basin design achieved 4200 mL/m<sup>2</sup>/day. With the rear reflector, productivity rose by 44% and energy efficiency improved by 110%. Introducing the tracking system increased productivity and efficiency by 49% and 127.5%, respectively. The combined use of the reflector and tracking system produced a 52% rise in productivity and a 155.5% increase in energy efficiency. The best performance was recorded when paraffin wax was integrated with the corrugated basin. Under this configuration, productivity reached 8562 mL/m<sup>2</sup>/day, with a 185.5% increase in productivity and a 58% gain in efficiency. The maximum yield was 8.5 liters per day, accompanied by a net economic profit of $1124.48 and the shortest payback period of 0.361 years.
DOI: 10.6084/m9.figshare.29491340
title: Surrogate biomedical waste combustion in a model incinerator: Experimental study and an Euler-Euler modelling approach

description: Efficient and environmentally friendly disposal of biomedical waste (BMW) is essential for the sustainable development of humankind. The centralized disposal of BMW is encouraged, however, in situ processing also demands significant attention. The current study focuses on the development of a computational fluid dynamics (CFD) model for oxy-enriched combustion of BMW without requiring additional fuel, simulation for different oxygen enrichment levels, and validation through experimental measurements. The surrogate mixture consists of medical grade cotton, polypropylene-made PPE kit and added moisture representing the yellow biomedical waste (YBMW). The Eulerian multi-phase model coupled with turbulence, chemical reactions, and heat transport is developed for the primary combustion chamber. A partially premixed combustion model with chemical equilibrium state relation is implemented for the secondary combustion chamber with oxygen enrichment. The experiments are carried out in a combustor, having a burning capacity of 12 kg/hr. The oxygen flow rate is 150 lpm. Eight K-type thermocouples are instrumented at different axial heights to measure waste bed and flame temperatures. The model prediction replicates well with the experimentally measured temperature. Model-predicted phasic properties and interactions, reaction rates, species concentrations, and bed and flame temperatures convey significant insights into the chemistry and physics of packed bed BMW combustion.
DOI: 10.6084/m9.figshare.29491340.v1
title: Surrogate biomedical waste combustion in a model incinerator: Experimental study and an Euler-Euler modelling approach

description: Efficient and environmentally friendly disposal of biomedical waste (BMW) is essential for the sustainable development of humankind. The centralized disposal of BMW is encouraged, however, in situ processing also demands significant attention. The current study focuses on the development of a computational fluid dynamics (CFD) model for oxy-enriched combustion of BMW without requiring additional fuel, simulation for different oxygen enrichment levels, and validation through experimental measurements. The surrogate mixture consists of medical grade cotton, polypropylene-made PPE kit and added moisture representing the yellow biomedical waste (YBMW). The Eulerian multi-phase model coupled with turbulence, chemical reactions, and heat transport is developed for the primary combustion chamber. A partially premixed combustion model with chemical equilibrium state relation is implemented for the secondary combustion chamber with oxygen enrichment. The experiments are carried out in a combustor, having a burning capacity of 12 kg/hr. The oxygen flow rate is 150 lpm. Eight K-type thermocouples are instrumented at different axial heights to measure waste bed and flame temperatures. The model prediction replicates well with the experimentally measured temperature. Model-predicted phasic properties and interactions, reaction rates, species concentrations, and bed and flame temperatures convey significant insights into the chemistry and physics of packed bed BMW combustion.
DOI: 10.6084/m9.figshare.30530684
title: Dust deposition characteristics and photovoltaic conversion efficiency modeling for desert-based solar power systems

description: Severe dust accumulation issues in desert photovoltaic (PV) power stations are found to significantly reduce power generation efficiency. While existing studies have primarily focused on dust deposition characteristics of individual PV panels, systematic investigations into row spacing configurations of serially arranged arrays and their associated efficiency degradation models remain limited. Through integrated CFD simulations and accelerated deposition experiments, the effects of row spacing (20–50 cm), tilt angle (5°-45°), wind speed (1.3–3.9 m/s), and particle size (1–300 μm) on deposition patterns were systematically examined. A novel dust concentration-energy conversion efficiency (DC-ECE) model incorporating realistic particle size distributions was developed and successfully extended to practical engineering estimations. Key results indicate that the front panel’s deposition rate increases with tilt angle and peaks at about 6% for 45°, while the rear panel’s deposition is influenced by the attenuation of wake shielding, showing a 41.8% increase when spacing expands from 20 cm to 50 cm. A normally distributed deposition rate model, based on gas-solid flow simulations, reveals a nonlinear relationship between particle size and deposition. Efficiency degradation was quantified using a PV conversion model, providing theoretical guidance for optimizing array spacing, tilt angles, and cleaning schedules in desert PV plants. These findings offer practical solutions to mitigate power losses in arid regions.
DOI: 10.6084/m9.figshare.30530684.v1
title: Dust deposition characteristics and photovoltaic conversion efficiency modeling for desert-based solar power systems

description: Severe dust accumulation issues in desert photovoltaic (PV) power stations are found to significantly reduce power generation efficiency. While existing studies have primarily focused on dust deposition characteristics of individual PV panels, systematic investigations into row spacing configurations of serially arranged arrays and their associated efficiency degradation models remain limited. Through integrated CFD simulations and accelerated deposition experiments, the effects of row spacing (20–50 cm), tilt angle (5°-45°), wind speed (1.3–3.9 m/s), and particle size (1–300 μm) on deposition patterns were systematically examined. A novel dust concentration-energy conversion efficiency (DC-ECE) model incorporating realistic particle size distributions was developed and successfully extended to practical engineering estimations. Key results indicate that the front panel’s deposition rate increases with tilt angle and peaks at about 6% for 45°, while the rear panel’s deposition is influenced by the attenuation of wake shielding, showing a 41.8% increase when spacing expands from 20 cm to 50 cm. A normally distributed deposition rate model, based on gas-solid flow simulations, reveals a nonlinear relationship between particle size and deposition. Efficiency degradation was quantified using a PV conversion model, providing theoretical guidance for optimizing array spacing, tilt angles, and cleaning schedules in desert PV plants. These findings offer practical solutions to mitigate power losses in arid regions.
DOI: 10.17632/8z8xhkkv7k
title: DATA1

description: Data for article.
DOI: 10.17632/8z8xhkkv7k.1
title: DATA1

description: Data for article.
DOI: 10.15468/dl.dhqknz
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "TaxonKey is Pan troglodytes"
 ]
}

 The dataset includes 177 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053792-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17941328
title: TA'LIM 5.0 SHAROITIDA BO'LAJAK O'QITUVCHILARNING RAQAMLI DIDAKTIK KOMPETENTLIGINI RIVOJLANTIRISH STRATEGIYALARI: TUSHUNCHASI, PEDAGOGIK-PSIXOLOGIK MOHIYATI VA KONSEPTUAL TAHLILI
DOI: 10.5281/zenodo.17941329
title: TA'LIM 5.0 SHAROITIDA BO'LAJAK O'QITUVCHILARNING RAQAMLI DIDAKTIK KOMPETENTLIGINI RIVOJLANTIRISH STRATEGIYALARI: TUSHUNCHASI, PEDAGOGIK-PSIXOLOGIK MOHIYATI VA KONSEPTUAL TAHLILI
DOI: 10.17632/6dbtz59wsp
title: Studies comparing immunogenicity of biosimilars and their reference products for the treatment of plaque psoriasis.

description: Studies comparing immunogenicity of biosimilars and their reference products that are used for the treatment of plaque psoriasis. (*) indicates when a study reported EU-reference product. ADA percentages indicate the number of patients who developed anti-drug antibodies. NAb percentages indicate the percentage of total patients who developed neutralizing antibodies.
DOI: 10.17632/6dbtz59wsp.1
title: Studies comparing immunogenicity of biosimilars and their reference products for the treatment of plaque psoriasis.

description: Studies comparing immunogenicity of biosimilars and their reference products that are used for the treatment of plaque psoriasis. (*) indicates when a study reported EU-reference product. ADA percentages indicate the number of patients who developed anti-drug antibodies. NAb percentages indicate the percentage of total patients who developed neutralizing antibodies.
DOI: 10.7910/dvn/uoepno
title: Rolling the Dice on Advertising: Risky Creativity in Uzbekistan and the United Kingdom

description: Included updates
DOI: 10.17632/5yb4jjzrx3
title: A Multimodal Bangla Text–Audio Dataset for Sentiment Analysis

description: • Bangla, a language spoken by more than 230 million people worldwide, is significantly underrepresented in speech and sentiment analysis research when compared to high-resource languages.
• This is addressed with the dataset. Researchers and developers working on low-resource language technologies, such as sentiment analysis, speech recognition, and multimodal learning frameworks, should find this extensive resource very helpful.
• Sentiment-aware speech recognition, speech-based emotion detection, emotionally expressive text-to-speech systems, multimodal sentiment classification, and speaker-independent recognition models are just a few of the many applications that can be developed and evaluated using this dataset. 
• Its modular structure promotes continuous research expansion by enabling contributors to add new regional vocabularies, dialectal variations, or additional sentiment classes over time.
• The dataset is precisely balanced, with 4,000 audio recordings created by four native speakers (two male and two female) and 500 samples for each sentiment category. The sentences capture the natural and everyday use of the Bangla language, spanning a wide range of topics that include events, emotions, personal experiences, and general statements.
DOI: 10.6084/m9.figshare.30885491
title: <b>Eye-Tracking Experiment: Data and Analysis</b>

description: <pre>The dataset associated with this study comprises raw and processed data collected during the eye-tracking experiment, which can be categorized into three parts:<br>(1) Gaze Data: Raw fixation and saccade data from all participants across the three experimental tasks: Free Viewing, Image Quality Assessment, and AIGI Identification.<br>(2) Subjective and Behavioral Data: Participants' judgments, ratings (for aesthetic appeal and cultural detail quality), and response times recorded during the Image Quality Assessment and AIGI Identification tasks.<br>(3) Derived Analytical Results: Aggregate metrics calculated from the raw data, including fixation heatmaps at the Area of Interest (AOI) level and statistical comparisons of gaze patterns across tasks.</pre>
DOI: 10.17632/5yb4jjzrx3.1
title: A Multimodal Bangla Text–Audio Dataset for Sentiment Analysis

description: • Bangla, a language spoken by more than 230 million people worldwide, is significantly underrepresented in speech and sentiment analysis research when compared to high-resource languages.
• This is addressed with the dataset. Researchers and developers working on low-resource language technologies, such as sentiment analysis, speech recognition, and multimodal learning frameworks, should find this extensive resource very helpful.
• Sentiment-aware speech recognition, speech-based emotion detection, emotionally expressive text-to-speech systems, multimodal sentiment classification, and speaker-independent recognition models are just a few of the many applications that can be developed and evaluated using this dataset. 
• Its modular structure promotes continuous research expansion by enabling contributors to add new regional vocabularies, dialectal variations, or additional sentiment classes over time.
• The dataset is precisely balanced, with 4,000 audio recordings created by four native speakers (two male and two female) and 500 samples for each sentiment category. The sentences capture the natural and everyday use of the Bangla language, spanning a wide range of topics that include events, emotions, personal experiences, and general statements.
DOI: 10.6084/m9.figshare.30885491.v1
title: <b>Eye-Tracking Experiment: Data and Analysis</b>

description: <pre>The dataset associated with this study comprises raw and processed data collected during the eye-tracking experiment, which can be categorized into three parts:<br>(1) Gaze Data: Raw fixation and saccade data from all participants across the three experimental tasks: Free Viewing, Image Quality Assessment, and AIGI Identification.<br>(2) Subjective and Behavioral Data: Participants' judgments, ratings (for aesthetic appeal and cultural detail quality), and response times recorded during the Image Quality Assessment and AIGI Identification tasks.<br>(3) Derived Analytical Results: Aggregate metrics calculated from the raw data, including fixation heatmaps at the Area of Interest (AOI) level and statistical comparisons of gaze patterns across tasks.</pre>
DOI: 10.17605/osf.io/usbj2
title: Previously Reported Ectopic Cervical Thymoma Cases

description: Supplementary material from DOI 10.1210/clinem/dgad635
Lists all ectopic cervical thymoma cases described in the literature, last updated August 2023.
DOI: 10.15468/dl.9prbr9
title: Occurrence Download

description: A dataset containing 112937 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Momotus aequatorialis"
 ]
}

 The dataset includes 112937 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053765-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17924993
title: fundamental (BS, CF, IS), market (ETF), macro (FRED), biased

description: 2000QII_2025QIII_biased-->> 3 folders -->> macrofred, marketetf, stocks101 -->> 102 data points.--macrofred =(1 .csv file)--marketetf =(1 .csv files)--stocks101 =(101 .csv files)
DOI: 10.5281/zenodo.17924704
title: fundamental (BS, CF, IS),  market (ETF), macro (FRED), unbiased

description: 2001QI_2025QIII_unbiased -->> 3 folders -->> macrofred, marketetf, stocks101 -->> 34 subfolders 2017QII_to_2025QIII each 66 data points-->> 99 data points.--macrofred =(1 .csv file).--marketetf =(34 .csv files).--stocks101 =(101 .csv files).
DOI: 10.5281/zenodo.17941350
title: THE QUESTIONS OF THE RATIONAL EFFICIENT USE RESURSNOGO POTENTIAL IN CONTEXT OF THE IMPROVEMENT TO TERRITORIAL ORGANIZATION PRODUCTION (ON EXAMPLE SOUTH ARAL REGION).
DOI: 10.5281/zenodo.17941349
title: THE QUESTIONS OF THE RATIONAL EFFICIENT USE RESURSNOGO POTENTIAL IN CONTEXT OF THE IMPROVEMENT TO TERRITORIAL ORGANIZATION PRODUCTION (ON EXAMPLE SOUTH ARAL REGION).
DOI: 10.17632/st5fmxfrgt
title: Zagros-anisotropy

description: This dataset contains the results of our study of upper crustal anisotropy in the Zagros region. We calculated shear wave splitting parameters for the local earthquakes in the study area. The data reported here is the output of the MFAST code. Each plot shows the original and corrected seismograms and the associated splitting parameters as produced by the code. Each plot is for one station-event pair. In addition we have included a tabulated list of splitting parameters for each seismic station. We used the results of our seismic analysis to infer the mechanisms and causes of seismic anisotropy in the southern part of the Zagros range.
DOI: 10.17632/st5fmxfrgt.1
title: Zagros-anisotropy

description: This dataset contains the results of our study of upper crustal anisotropy in the Zagros region. We calculated shear wave splitting parameters for the local earthquakes in the study area. The data reported here is the output of the MFAST code. Each plot shows the original and corrected seismograms and the associated splitting parameters as produced by the code. Each plot is for one station-event pair. In addition we have included a tabulated list of splitting parameters for each seismic station. We used the results of our seismic analysis to infer the mechanisms and causes of seismic anisotropy in the southern part of the Zagros range.
DOI: 10.15468/dl.xmp2hn
title: Occurrence Download

description: A dataset listing the 158 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Scleractinia"
 ]
}

 The dataset's 158 records were derived from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053787-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16803751
title: Data for "Creation of Lunar-Like Rims in Ilmenite using Synthetic Solar Wind"

description: Data set for the manuscript "Creation of Lunar-Like Rims in Ilmenite using Synthetic Solar Wind" submitted for publication in The Planetary Science Journal. In this Article, we expose terrestrial ilmenite to deuterium ions to mimic the solar wind exposure on the lunar surface. We characterize the compositional and structural changes within the subsurface of deuterium-implanted ilmenite using Scanning Transmission Electron Microscopy (STEM) and Electron Energy Loss Spectroscopy (EELS).

There are three zipped folders in this data repository: 

1. "1-Nion UltraSTEM_EELS.zip": contains EELS data acquired on the Nion UltraSTEM (see methods in manuscript). All data are in dm4 format. 



Filenames are given by the energy ranges: low-loss (0-100 eV), Titanium L-edge (425-525 eV), Iron L-edge (677-777 eV), and Oxygen K-edge (500-600 eV).

Each dm4 file contains two navigation axes and one signal axis. The navigation axes define a 2D map, and the signal axis contains an EELS spectrum with 2400 data points for each pixel within the 2D map. All analysis was done in Python using hyperspy.


2. "2-Hitachi HD-2700_HAADF.zip": contains High-Angle Annular Dark Field (HAADF) images obtained using the Hitachi HD-2700 (see methods in manuscript). Images are in dm3 format and used for image segmentation.

3. "3-Anylabeling_Image Segmentation.zip": contains results files with the segmentation results of the HAADF images. The segmentation results are used to determine the distribution of nanophase iron within the exposed ilmenite rims. Contains the following:



Subfolders for each exposure time. Each subfolder contains three pre-processed masked images from Gwyddion (used as a guide for the Anylabelling segmentation, see methods in manuscript), output from Anylabelling segmentation in a JSON file, and processed npFe depth-distributions saved as a hyperspy signal. 

"example-2hr_distribution_processing.ipynb": code to create npFe depth-distributions based on image segmentation results. This code requires "2-Hitachi HD-2700_HAADF.zip" to be in the same parent directory. 

"summary-npFe_powerlaws.ipynb": code used to provide statistics of npFe distributions and create subplots shown in Figures 5 and 6 in the main text.

"TRIM-*.npy": processed results from SRIM/TRIM simulations of 1keV D+ ions interacting with ilmenite (see methods in manuscript). These numpy files are used in the "summary-npFe_powerlaws.ipynb" notebook.


Please contact the authors if you have any additional questions (Roshan Trivedi, rtrivedi9@gatech.edu, or Philip First, first@gatech.edu).