cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4247352
title: Dataset for "Limnological changes in Lake Victoria since the mid‐20th century"

description: Dataset of light- (Secchi depth, vertical attenuation coefficient, euphotic depth), physico-chemical- (oxygen saturation, water temperature, specific conductivity, pH) and ecological-parameters (inorganic nutrients, particulate organic carbon, particulate nitrogen and phosphorus, Chlorophyll-a, phytoplankton biomass and composition) obtained from samples collected in Lake Victoria, a large lake in East Africa. Samples were collected in 2018-2019 in nearshore and offshore waters (Uganda), during three contrasting seasons: heavy rains (March), low rains (October) and dry (June), which corresponded to distinct water column mixing regimes, respectively, late-stratified, early-stratified and mixed regimes. Sampling was carried out during day light (between 7 am and 6 pm) in shallow nearshore sites (23, 15 and 16 stations for the mixed, early- and late-stratified seasons, respectively) to deeper offshore (7, 8 and 10) sites. At each sampling site we measured light parameters and we carried out vertical profiles (at a depth interval of 10 m, from the lake surface to the lake bottom) of physico-chemical and ecological parameters. In addition, while traveling between each sampling site we performed continuous measurements of physico-chemical parameters. Please note that the dataset is attached to the following paper : Deirmendjian, L, Descy, J-P, Morana, C, et al. Limnological changes in Lake Victoria since the mid-20<sup>th</sup> century. <em>Freshw Biol</em>. 2021; 66: 1630– 1647. https://doi.org/10.1111/fwb.13780
description: Please note that the dataset is attached to the following paper : Deirmendjian, L, Descy, J-P, Morana, C, et al. Limnological changes in Lake Victoria since the mid-20th century. Freshw Biol. 2021; 66: 1630– 1647. https://doi.org/10.1111/fwb.13780
DOI: 10.5281/zenodo.4247351
title: Dataset for "Limnological changes in Lake Victoria since the mid‐20th century"

description: Dataset of light- (Secchi depth, vertical attenuation coefficient, euphotic depth), physico-chemical- (oxygen saturation, water temperature, specific conductivity, pH) and ecological-parameters (inorganic nutrients, particulate organic carbon, particulate nitrogen and phosphorus, Chlorophyll-a, phytoplankton biomass and composition) obtained from samples collected in Lake Victoria, a large lake in East Africa. Samples were collected in 2018-2019 in nearshore and offshore waters (Uganda), during three contrasting seasons: heavy rains (March), low rains (October) and dry (June), which corresponded to distinct water column mixing regimes, respectively, late-stratified, early-stratified and mixed regimes. Sampling was carried out during day light (between 7 am and 6 pm) in shallow nearshore sites (23, 15 and 16 stations for the mixed, early- and late-stratified seasons, respectively) to deeper offshore (7, 8 and 10) sites. At each sampling site we measured light parameters and we carried out vertical profiles (at a depth interval of 10 m, from the lake surface to the lake bottom) of physico-chemical and ecological parameters. In addition, while traveling between each sampling site we performed continuous measurements of physico-chemical parameters. Please note that the dataset is attached to the following paper : Deirmendjian, L, Descy, J-P, Morana, C, et al. Limnological changes in Lake Victoria since the mid-20<sup>th</sup> century. <em>Freshw Biol</em>. 2021; 66: 1630– 1647. https://doi.org/10.1111/fwb.13780
description: Please note that the dataset is attached to the following paper : Deirmendjian, L, Descy, J-P, Morana, C, et al. Limnological changes in Lake Victoria since the mid-20th century. Freshw Biol. 2021; 66: 1630– 1647. https://doi.org/10.1111/fwb.13780
DOI: 10.5281/zenodo.3908177
title: Data-base of dissolved organic matter composition and reactivity in Lake Victoria, the World's largest tropical lake

description: Data-base of Chlorophyll-a, dissolved organic carbon (DOC) concentration and dissolved organic matter (DOM) composition (stable carbon isotope signatures, absorption and fluorescence properties) obtained from samples collected in Lake Victoria, a large lake in East Africa. Samples were collected in 2018-2019 along a bathymetric gradient (bays to open waters), during three contrasting seasons: long rainy, short rainy and dry, which corresponded to distinctly water column mixing regimes, respectively, stratified, semi-stratified and mixed regimes. Eight DOM components from parallel factor analysis (PARAFAC) were identified based on three-dimensional excitation–emission matrices (EEMs), which were aggregated into three main groups of components (C1, C5 and C7 as microbial humic-like; C2, C3 and C4 as terrestrial humic-like; C6 and C8 as protein-like). Please note that the dataset is attached to the following paper : Deirmendjian, L., Lambert, T., Morana, C. <em>et al.</em> Dissolved organic matter composition and reactivity in Lake Victoria, the world’s largest tropical lake. <em>Biogeochemistry</em> <strong>150, </strong>61–83 (2020). https://doi.org/10.1007/s10533-020-00687-2
description: Please note that the dataset is attached to the following paper : Deirmendjian, L., Lambert, T., Morana, C. et al. Dissolved organic matter composition and reactivity in Lake Victoria, the world's largest tropical lake. Biogeochemistry 150, 61–83 (2020). https://doi.org/10.1007/s10533-020-00687-2
DOI: 10.5258/soton/d1615
title: Dataset for Thesis: Analysis and Modelling of Boundary-Layer Flashback Processes for Hydrogen-Rich Gas-Turbine Combustion

description: This dataset supports the thesis:
Analysis and Modelling of Boundary-Layer Flashback Processes for Hydrogen-Rich Gas-Turbine Combustion
JR Bailey

This dataset contains all of the simulation data used to generate the figures in the thesis.

Related projects:
Engineering and Physical Sciences Research Council (EPSRC) (EP/L015382/1)

Dataset available under a CC BY 4.0 licence

Publisher: University of Southampton, U.K.


Due to the size of this dataset, approx 31Gb, the files are available on request via the data request web form at https://library.soton.ac.uk/datarequest
DOI: 10.5281/zenodo.6786601
title: Sprites observed with Global Meteor Network camera DE000C on 2022-06-30

description: This dataset contains compressed video observations of sprites, made with one low-light video camera of the Global Meteor Network. The camera, DE000C, is located in Sörup, Northern Germany, and has pointing azimuth 217˚ (so South-West), elevation 39˚. The files are 10.24 second videos compressed in the four-frame format. They are just FITS files with four frames, containing per pixel 1) the maximum value over 256 frames 2) the frame nr (between 0 and 255) where the maximum occurred 3) the mean value of all 256 frames and 4) the RMS of the 256 values. The platepar files contain calibration data that can be read with the sofware at https://github.com/CroatianMeteorNetwork/RMS/. The astrometry contained in the fits files is derived from this and may be less accurate. A stack of the maxpixel images is also contained.
DOI: 10.5281/zenodo.6786462
title: Sprites observed with Global Meteor Network camera DE000C on 2022-06-30

description: This dataset contains compressed video observations of sprites, made with one low-light video camera of the Global Meteor Network. The camera, DE000C, is located in Sörup, Northern Germany, and has pointing azimuth 217˚ (so South-West), elevation 39˚. The files are 10.24 second videos compressed in the four-frame format. They are just FITS files with four frames, containing per pixel 1) the maximum value over 256 frames 2) the frame nr (between 0 and 255) where the maximum occurred 3) the mean value of all 256 frames and 4) the RMS of the 256 values. The platepar files contain calibration data that can be read with the sofware at https://github.com/CroatianMeteorNetwork/RMS/. The astrometry contained in the fits files is derived from this and may be less accurate. A stack of the maxpixel images is also contained.
DOI: 10.6084/m9.figshare.17260385
title: Supplemental_info.docx

description: Additional measurements per request of the reviewers
DOI: 10.6084/m9.figshare.17260385.v2
title: Supplemental_info.docx

description: Additional measurements per request of the reviewers
DOI: 10.6084/m9.figshare.17260385.v1
title: Supplemental_info.docx

description: Additional measurements per request of the reviewers
DOI: 10.25403/upresearchdata.20208008
title: Tuberculosis of the spine

description: This dataset consist of figures and tables which are listed as follows: X-ray (XR) for tuberculosis of the spine: The data describes types of (XR) presentation of TB spine in HIV positive and negative patients. HIV Status and gender: This dataset describes the distribution of HIV in TB of the spine. Cytokines: This dataset describes the cytokines TNF-a and its expression in HIV positive and negative patients with spinal TB. Whole Genome Sequencing: This dataset describes the genomic material of the TB bacilli in the spine as compared of those compared to pulmonary TB TB Granuloma: This dataset describes the differences in cellularity of TB Granulomas in HIV positive and negative TB Spine patients <br>
DOI: 10.6084/m9.figshare.20029535
title: A study protocol for an ongoing multi-arm, randomized, double-blind, sham-controlled clinical trial with digital features, using portable transcranial electrical stimulation and internet-based behavioral therapy for major depression disorders: The PSYLECT study

description: Transcranial electrical stimulation (tES) is considered effective and safe for depression, albeit modestly, and prone to logistical burdens when performed in external facilities. Investigation of portable tES (ptES), and potentiation of ptES with remote psychological interventions have shown positive, but preliminary, results. We report the rationale and design of an ongoing multi-arm, randomized, double-blind, sham-controlled clinical trial with digital features, using ptES and internet-based behavioral therapy (iBT) for major depressive disorder (MDD) (NCT04889976). We will evaluate the efficacy, safety, tolerability and usability of (1) active ptES + active iBT (‘double-active’), (2) active ptES + sham iBT (‘ptES-only’), and (3) sham ptES + sham iBT (‘double-sham’), in adults with MDD, with a Hamilton Depression Rating Scale – 17 item version (HDRS-17) score ≥ 17 at baseline, during 6 weeks. Antidepressants are allowed in stable doses during the trial. We primarily co-hypothesize changes in HDRS-17 will be greater in (1) ‘double-active’ compared to ‘ptES-only,’ (2) ‘double-active’ compared to ‘double-sham,’ and (3) ‘ptES-only’ compared to ‘double-sham.’ We aim to enroll 210 patients (70 per arm). Our results should offer new insights regarding the efficacy and scalability of combined ptES and iBT for MDD, in digital mental health.
DOI: 10.6084/m9.figshare.20029535.v1
title: A study protocol for an ongoing multi-arm, randomized, double-blind, sham-controlled clinical trial with digital features, using portable transcranial electrical stimulation and internet-based behavioral therapy for major depression disorders: The PSYLECT study

description: Transcranial electrical stimulation (tES) is considered effective and safe for depression, albeit modestly, and prone to logistical burdens when performed in external facilities. Investigation of portable tES (ptES), and potentiation of ptES with remote psychological interventions have shown positive, but preliminary, results. We report the rationale and design of an ongoing multi-arm, randomized, double-blind, sham-controlled clinical trial with digital features, using ptES and internet-based behavioral therapy (iBT) for major depressive disorder (MDD) (NCT04889976). We will evaluate the efficacy, safety, tolerability and usability of (1) active ptES + active iBT (‘double-active’), (2) active ptES + sham iBT (‘ptES-only’), and (3) sham ptES + sham iBT (‘double-sham’), in adults with MDD, with a Hamilton Depression Rating Scale – 17 item version (HDRS-17) score ≥ 17 at baseline, during 6 weeks. Antidepressants are allowed in stable doses during the trial. We primarily co-hypothesize changes in HDRS-17 will be greater in (1) ‘double-active’ compared to ‘ptES-only,’ (2) ‘double-active’ compared to ‘double-sham,’ and (3) ‘ptES-only’ compared to ‘double-sham.’ We aim to enroll 210 patients (70 per arm). Our results should offer new insights regarding the efficacy and scalability of combined ptES and iBT for MDD, in digital mental health.
DOI: 10.6084/m9.figshare.20209829
title: prototypicality_dataset.csv

description: Prototypicality for Chinese words
DOI: 10.6084/m9.figshare.19519633
title: Processing File

description: script that demonstrates how raw data is transformed into the provided datafiles.
DOI: 10.6084/m9.figshare.19519633.v1
title: Processing File

description: script that demonstrates how raw data is transformed into the provided datafiles.
DOI: 10.6084/m9.figshare.19519636
title: Short Long Ratio Weekly 2019

description: Weekly Data on Short Long Ratio, by US Census Block group, in 2019
DOI: 10.6084/m9.figshare.19519636.v1
title: Short Long Ratio Weekly 2019

description: Weekly Data on Short Long Ratio, by US Census Block group, in 2019
DOI: 10.6084/m9.figshare.19519693
title: Short Long Ratio Weekly 2020

description: Weekly Data on Short Long Ratio, by US Census Block group, in 2020
DOI: 10.6084/m9.figshare.19519693.v1
title: Short Long Ratio Weekly 2020

description: Weekly Data on Short Long Ratio, by US Census Block group, in 2020
DOI: 10.25403/upresearchdata.19739044
title: Left ear shape variations

description: Data for left ear shape in R file for the Generalised Method of Movement (GMM) assessment. The data is split into population affinity, sex as well as age. The datasets underpin the study titled "A geometric morphometric study on variations in the hard and soft tissue auditory matrices of South African populations". <br> <br>
DOI: 10.25403/upresearchdata.19739044.v1
title: Left ear shape variations

description: Data for left ear shape in R file for the Generalised Method of Movement (GMM) assessment. The data is split into population affinity, sex as well as age. The datasets underpin the study titled "A geometric morphometric study on variations in the hard and soft tissue auditory matrices of South African populations". <br> <br>
DOI: 10.6084/m9.figshare.20209859.v1
title: prototypicality_dataset.xlsx

description: Prototypicality for Chinese words
DOI: 10.17034/8c58398e-1383-4436-9b6f-4b84db36f34b
title: Transcripts and workshop notes from Women Empowerment through Investing in Craftswomen Eyesight (WE-ACE) to build the Theory of Change model and Understanding Empowerment

description: A two-day consultation workshop was conducted. Eighteen stakeholders (divided into 3 groups) were strategically selected to participate in group discussions. Workshop notes were translated, and qualitative descriptive analyses were independently conducted by two analysts using framework analysis. The Women’s Empowerment through investing in Zanzibari Craftswomen’s Eyesight (WE-ZACE) pilot programme aims to provide presbyopia correction to craftswomen. Towards this goal, we assessed craftswomen’s perceived needs and views regarding eye health and empowerment. With this assessment we identified the inputs, activities, outputs, outcomes and impact to develop the Theory of Change map for the WE-ZACE programme evaluation.
DOI: 10.3886/e174161
title: Situating expectancies and subjective task values across grade levels, domains, and countries: A network approach

description: In their recently renamed theory, Situated Expectancy-Value Theory (SEVT), Eccles and Wigfield (2020) emphasized the importance of situations in influencing individuals’ motivational beliefs and academic choices. Adopting a novel approach—network analysis, this study aimed to examine how situations may impact the associations among expectancies, subjective task values, and achievement from a holistic perspective. In this study, situations were operationalized as grade levels (i.e., 6th -9th grade), subject domains (i.e., language arts and math), and countries (i.e., Finland and Germany). Adolescents from Finland (N = 4,062) and Germany (N = 449) were included in the study. Results showed that, overall, the networks are mostly subject-bound, yearly-varied, and country-specific, supporting the situative nature of SEVT. We also found that expectancies were consistently the closest motivational beliefs to achievement, whereas utility values were the least close ones, implying that expectancies, not utility, might be the most desirable intervention targets for achievement improvement.
DOI: 10.3886/e174161v1
title: Situating expectancies and subjective task values across grade levels, domains, and countries: A network approach

description: In their recently renamed theory, Situated Expectancy-Value Theory (SEVT), Eccles and Wigfield (2020) emphasized the importance of situations in influencing individuals’ motivational beliefs and academic choices. Adopting a novel approach—network analysis, this study aimed to examine how situations may impact the associations among expectancies, subjective task values, and achievement from a holistic perspective. In this study, situations were operationalized as grade levels (i.e., 6th -9th grade), subject domains (i.e., language arts and math), and countries (i.e., Finland and Germany). Adolescents from Finland (N = 4,062) and Germany (N = 449) were included in the study. Results showed that, overall, the networks are mostly subject-bound, yearly-varied, and country-specific, supporting the situative nature of SEVT. We also found that expectancies were consistently the closest motivational beliefs to achievement, whereas utility values were the least close ones, implying that expectancies, not utility, might be the most desirable intervention targets for achievement improvement.
DOI: 10.5281/zenodo.6786266
title: 180212 Granitic rocky slope in Braga

description: 3DPC or a granitic rocky slope excavated in Braga, Portugal, here: https://www.google.com/maps/search/braga+estadio/@41.5603111,-8.4289521,55a,35y,90h,39.5t/data=!3m1!1e3 We used the SfM technique and a Nikon 5300 camera. The point cloud was processed using Agisoft Metashape. More info here: https://link.springer.com/chapter/10.1007/978-3-030-32029-4_73
DOI: 10.5281/zenodo.6786265
title: 180212 Granitic rocky slope in Braga

description: 3DPC or a granitic rocky slope excavated in Braga, Portugal, here: https://www.google.com/maps/search/braga+estadio/@41.5603111,-8.4289521,55a,35y,90h,39.5t/data=!3m1!1e3 We used the SfM technique and a Nikon 5300 camera. The point cloud was processed using Agisoft Metashape. More info here: https://link.springer.com/chapter/10.1007/978-3-030-32029-4_73
DOI: 10.5517/ccdc.csd.cc28z6cv
title: CCDC 2114397: Experimental Crystal Structure Determination

description: Related Article: Bolin Chen, Qianwei Wu, Dongdong Xu, Xijing Zhang, Yahui Ding, Shiqi Bao, Xuemei Zhang, Liang Wang, Yue Chen|2022|Angew.Chem.,Int.Ed.|61|e202117476|doi:10.1002/anie.202117476
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28zj1v
title: CCDC 2114697: Experimental Crystal Structure Determination

description: Related Article: Bolin Chen, Qianwei Wu, Dongdong Xu, Xijing Zhang, Yahui Ding, Shiqi Bao, Xuemei Zhang, Liang Wang, Yue Chen|2022|Angew.Chem.,Int.Ed.|61|e202117476|doi:10.1002/anie.202117476
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28zj4y
title: CCDC 2114700: Experimental Crystal Structure Determination

description: Related Article: Bolin Chen, Qianwei Wu, Dongdong Xu, Xijing Zhang, Yahui Ding, Shiqi Bao, Xuemei Zhang, Liang Wang, Yue Chen|2022|Angew.Chem.,Int.Ed.|61|e202117476|doi:10.1002/anie.202117476
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28zj60
title: CCDC 2114702: Experimental Crystal Structure Determination

description: Related Article: Bolin Chen, Qianwei Wu, Dongdong Xu, Xijing Zhang, Yahui Ding, Shiqi Bao, Xuemei Zhang, Liang Wang, Yue Chen|2022|Angew.Chem.,Int.Ed.|61|e202117476|doi:10.1002/anie.202117476
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.6786739
title: Dataset for: Evaluation of low-cost Raspberry Pi sensors for photogrammetry of glacier calving fronts

description: Points clouds of Fjallsjökull calving front, as derived by a Raspberry Pi and a Unoccupied Aerial Vehicle. For each sensor, eight sub-sections are analysed. Point clouds are provided in .las format. Each sub-section is generated within its own spatial reference (matching that of the other sensor to allow for comparison).
DOI: 10.5522/04/20186303
title: Reflections, Resilience, and Recovery: A qualitative study of COVID-19's impact on an international adult population’s mental health and priorities for support

description: The impact of the coronavirus 2019 (COVID-19) pandemic on different countries and populations is well documented in quantitative studies, with some studies showing stable mental health symptoms and others showing fluctuating symptoms. However, the reasons behind why some symptoms are stable and others change are under-explored, which in turn makes identifying the types of support needed by participants themselves challenging. To address these gaps, this study thematically analysed 925 qualitative responses from five open-ended responses collected in the UCL-Penn Global COVID Study between 17 April to 31 July 2021 (wave 3). Three key themes comprised of 13 codes were reported by participants across countries and ages regarding the impact of COVID-19 on their health, both mental and physical, and livelihoods. These include: 1) <em>Outlook on self/life</em>, 2) <em>Self-improvement</em>, and 3) <em>Loved ones (friends and family)</em>. In terms of support, while 2.91% did not require additional support, 91% wanted support beyond financial. Other unexpected new themes were also discussed regarding vulnerable populations suffering disproportionately. The pandemic has brought into sharp focus various changes in people’s mental health, physical health, and relationships. Greater policy considerations should be given to supporting citizens’ continued access to mental health when considering pandemic recovery.