cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.15755598
title: Rotoehu zooplankton sampling 2011 - 2015

description: Zooplankton counts from Lake Rotoehu monitoring for the period December 2011 to May 2015. Data includes sites adjacent to artificial mixing devices (Site 1 (2012-2015) and Site 3 (2014-15)) and a control site (Site 2). See University of Waikato ERI reports 59 and 57 for further details.<br><br><b>Quality control:</b> Collected by; Habitat type; Identified by; Magnification; Microscope type; Net mesh size; Reference for identification guide; Sampling gear<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Plankton Species Counts; Sample Volume; Sub-Sample Volume<br><br><b>Start date:</b> 2011-12-15<br><br><b>End date:</b> 2015-05-15<br><br><b>Lake:</b> Lake Rotoehu<br><br><b>Region:</b> Bay of Plenty<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.15755598.v1
title: Rotoehu zooplankton sampling 2011 - 2015

description: Zooplankton counts from Lake Rotoehu monitoring for the period December 2011 to May 2015. Data includes sites adjacent to artificial mixing devices (Site 1 (2012-2015) and Site 3 (2014-15)) and a control site (Site 2). See University of Waikato ERI reports 59 and 57 for further details.<br><br><b>Quality control:</b> Collected by; Habitat type; Identified by; Magnification; Microscope type; Net mesh size; Reference for identification guide; Sampling gear<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Plankton Species Counts; Sample Volume; Sub-Sample Volume<br><br><b>Start date:</b> 2011-12-15<br><br><b>End date:</b> 2015-05-15<br><br><b>Lake:</b> Lake Rotoehu<br><br><b>Region:</b> Bay of Plenty<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.5281/zenodo.5188795
title: TSS and TSVSR dataset

description: This is the dataset for 'Prediction of Transition State Scaling Relationships and Universal Transition State Vibrational and Entropic Correlations for Dehydrogenations'.
DOI: 10.5281/zenodo.5188794
title: TSS and TSVSR dataset

description: This is the dataset for 'Prediction of Transition State Scaling Relationships and Universal Transition State Vibrational and Entropic Correlations for Dehydrogenations'.
DOI: 10.6084/m9.figshare.15502593
title: Batting

description: <pre>Baseball Databank is a compilation of historical baseball data in a convenient, tidy format, distributed under Open Data terms.</pre><pre><br></pre>
DOI: 10.3886/e144502v1
title: Data files for: Boundary Matters: Uncovering the Hidden History of New York City's School Subdistrict Lines

description: This article traces the history of New York City’s geographic school subdistrict boundaries throughout the 20th century, exploring the historical relationship between race, space, and schooling in New York City and beyond. It seeks to both make the case for studying the spatial history of within-district education boundaries and put the results of our historical mapping project into the public domain. Ultimately we hope that researchers will use our data to explore their own questions about the history of New York City, its neighborhoods, and its schools, and that some may embark upon similar boundary-mapping projects for other cities, counties and school systems.​
DOI: 10.17045/sthlmuni.14260211.v1
title: Rewiring of interactions in a changing environment: nettle-feeding butterflies and their parasitoids

description: Within the files attached here are the raw data associated to the published article (Audusseau et al. 2021). The file "Audusseau_etal_2021_rawData_RewiringInteractionsNettlefeedingButterflies.xlsx" gathers all information. One sheet "batch_monitoring" gathers the informations on the butterfly larvae collected. For each butterfly batch sampled, the number of butterfly larvae collected, the species identity, the larval instar, the site, the number of larvae that died due to parasitism and unknown causes, etc, are reported. The other sheet "First_observation_Ar.levana" reports the time of the first observation of Ar. levana within a 10 km buffer zone around each site (these data were extracted from the Swedish Species Observations System "Artportalen", 30/08/2019). Two sheets with detailed metadata are also provided. A separate file for each sheet is also provided as csv.
DOI: 10.34740/kaggle/dsv/2543924
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.13180662
title: A variational pan-sharpening algorithm to enhance the spectral and spatial details

description: Pan-sharpening is a remote sensing image fusion technique that generates a high-resolution multispectral (HRMS) image on combining a low resolution multispectral (MS) image and a panchromatic (PAN) image. In this paper, a new optimisation model is proposed for pan-sharpening. The proposed model consists of three terms: (i) a data synthesis fidelity term formulated on inferring the relationship between source MS image and fused image to preserve the spectral information, (ii) a total generalised variation-based prior term to inject the significant spatial details from PAN image to pan-sharpened image, and (iii) a spectral distortion reduction term that exploits the correlation between multispectral image bands. To solve the resultant convex optimisation problem, an efficient and convergence guaranteed operator splitting framework based on the alternating direction method of multipliers (ADMM) algorithm is formulated. Finally, the proposed model is experimentally validated using full-resolution and reduced-resolution data. The pan-sharpened outcomes exhibit the potential of the proposed method in enhancing the spatial and spectral quality.
DOI: 10.6084/m9.figshare.13180662.v1
title: A variational pan-sharpening algorithm to enhance the spectral and spatial details

description: Pan-sharpening is a remote sensing image fusion technique that generates a high-resolution multispectral (HRMS) image on combining a low resolution multispectral (MS) image and a panchromatic (PAN) image. In this paper, a new optimisation model is proposed for pan-sharpening. The proposed model consists of three terms: (i) a data synthesis fidelity term formulated on inferring the relationship between source MS image and fused image to preserve the spectral information, (ii) a total generalised variation-based prior term to inject the significant spatial details from PAN image to pan-sharpened image, and (iii) a spectral distortion reduction term that exploits the correlation between multispectral image bands. To solve the resultant convex optimisation problem, an efficient and convergence guaranteed operator splitting framework based on the alternating direction method of multipliers (ADMM) algorithm is formulated. Finally, the proposed model is experimentally validated using full-resolution and reduced-resolution data. The pan-sharpened outcomes exhibit the potential of the proposed method in enhancing the spatial and spectral quality.
DOI: 10.5281/zenodo.5226663
title: Accurate photon echo timing by optical freezing of exciton dephasing and rephasing in quantum dots

description: Dataset of the publication “Accurate photon echo timing by optical freezing of exciton dephasing and rephasing in quantum dots“, ( https://doi.org/10.1038/s42005-020-00491-2 ). The zip file includes the data on which the plots shown in figures 2-5 of the main text, and supplementary figures S1-S5 are based.
description: We acknowledge financial support from the Deutsche Forschungsgemeinschaft (DFG) through the Collaborative Research Centre TRR 142 (project number 231447078, project A02). S.V.P. thanks the Russian Foundation for Basic Research (Project number 19-52-12046) and the Saint Petersburg State University (Grant number 51125686). The Würzburg group acknowledges financial support by the state of Bavaria.
DOI: 10.5281/zenodo.5226662
title: Accurate photon echo timing by optical freezing of exciton dephasing and rephasing in quantum dots

description: Dataset of the publication “Accurate photon echo timing by optical freezing of exciton dephasing and rephasing in quantum dots“, ( https://doi.org/10.1038/s42005-020-00491-2 ). The zip file includes the data on which the plots shown in figures 2-5 of the main text, and supplementary figures S1-S5 are based.
description: We acknowledge financial support from the Deutsche Forschungsgemeinschaft (DFG) through the Collaborative Research Centre TRR 142 (project number 231447078, project A02). S.V.P. thanks the Russian Foundation for Basic Research (Project number 19-52-12046) and the Saint Petersburg State University (Grant number 51125686). The Würzburg group acknowledges financial support by the state of Bavaria.
DOI: 10.17028/rd.lboro.15760977.v1
title: Supporting Information Files for The imperative of embedding sustainability in business: a model for transformational sustainable development

description: Supporting Information Files for The imperative of embedding sustainability in business: a model for transformational sustainable development<br>Sustainable development is the current strategic trajectory with transformative intent for complex global challenges including eradication of poverty, full social inclusion and prevention of ecological collapse. However, discourses related to the private sector emphasise economic and social development over the environmental components of sustainable development. Embedding sustainability is the related management imperative for business, supported by numerous frameworks, yet there is confusion about implementation in both literature and practice. This research addresses these issues with a mixed methods study combining a scoping literature review with a qualitative e‐Delphi study. The main findings are that the economic system constrains the embedding of sustainability in business; and that a paradigm shift towards ecocentric business models lacks support. The results are used to develop a novel model to aid transformational sustainable development that acknowledges the influences of the economic system in business whilst respecting social and ecological embeddedness.<br>
DOI: 10.17028/rd.lboro.15760977
title: Supporting Information Files for The imperative of embedding sustainability in business: a model for transformational sustainable development

description: Supporting Information Files for The imperative of embedding sustainability in business: a model for transformational sustainable development<br>Sustainable development is the current strategic trajectory with transformative intent for complex global challenges including eradication of poverty, full social inclusion and prevention of ecological collapse. However, discourses related to the private sector emphasise economic and social development over the environmental components of sustainable development. Embedding sustainability is the related management imperative for business, supported by numerous frameworks, yet there is confusion about implementation in both literature and practice. This research addresses these issues with a mixed methods study combining a scoping literature review with a qualitative e‐Delphi study. The main findings are that the economic system constrains the embedding of sustainability in business; and that a paradigm shift towards ecocentric business models lacks support. The results are used to develop a novel model to aid transformational sustainable development that acknowledges the influences of the economic system in business whilst respecting social and ecological embeddedness.<br>
DOI: 10.26300/6wv7-r075
title: Data from "Robust weighted averaging accounts for recruitment into collective motion in human crowds"
DOI: 10.34740/kaggle/dsv/2543941
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.12385613
title: Beyond rates: Time-varying dynamics of high frequency oscillations as a biomarker of the seizure onset zone

description: This data repository includes:<br><br>- Automatically identified HFO count data (HFO counts per second for Model 3, and qHFO counts per second for Models 1 and 2)- Standardized delta (1-4 Hz) power- Channel localization labels- Samples from posterior distributions for Model 2 (labeled 'model12' in this data)- Samples from posterior distributions for Model 3 (labeled 'model8' in this data)<br><br>Samples from posterior distributions for Model 1 are available upon request (m.d.nunez@uva.nl). I could not upload them here due to the large sizes of the files.<br><br>Note that not all HFO / qHFO counts were used in the models because time blocks were not used that were within approximately 1 hour of a seizure.<br>MATLAB, Python, and JAGS data extraction and analysis code are available at https://osf.io/3ephr/ and in the following repository https://github.com/mdnunez/sozhfo (as of June 2020 with a major update in August 2021).<br>
DOI: 10.6084/m9.figshare.12385613.v2
title: Beyond rates: Time-varying dynamics of high frequency oscillations as a biomarker of the seizure onset zone

description: This data repository includes:<br><br>- Automatically identified HFO count data (HFO counts per second for Model 3, and qHFO counts per second for Models 1 and 2)- Standardized delta (1-4 Hz) power- Channel localization labels- Samples from posterior distributions for Model 2 (labeled 'model12' in this data)- Samples from posterior distributions for Model 3 (labeled 'model8' in this data)<br><br>Samples from posterior distributions for Model 1 are available upon request (m.d.nunez@uva.nl). I could not upload them here due to the large sizes of the files.<br><br>Note that not all HFO / qHFO counts were used in the models because time blocks were not used that were within approximately 1 hour of a seizure.<br>MATLAB, Python, and JAGS data extraction and analysis code are available at https://osf.io/3ephr/ and in the following repository https://github.com/mdnunez/sozhfo (as of June 2020 with a major update in August 2021).<br>
DOI: 10.6084/m9.figshare.12385613.v1
title: Towards automatic classification of pathological epileptic tissue with interictal high frequency oscillations

description: Automatically identified HFO data, standardized delta (1-4 Hz) power, channel localization labels, and samples from posterior distributions for both Model 1 (labeled 'model8' in this data) and Model 2 (labeled 'model12' in this data) are available here. Patient data (including raw iEEG data) is not widely available to protect the privacy of patients. MATLAB, Python, and JAGS data extraction and analysis code are available at https://osf.io/3ephr/ and in the following repository https://github.com/mdnunez/sozhfo (as of June 2020).<br>
DOI: 10.17028/rd.lboro.15766923.v1
title: Supplementary Information Files for Transmembrane transport of bicarbonate unravelled

description: Supplementary Information Files for Transmembrane transport of bicarbonate unravelled<br>Anion receptors can be used to transport ions across lipid bilayers, which has potential for therapeutic applications. Synthetic bicarbonate transporters are of particular interest, as defects in transmembrane transport of bicarbonate are associated with various diseases. However, no convenient method exists to directly observe bicarbonate transport and study the mechanisms involved. Here, an assay is presented that allows the kinetics of bicarbonate transport into liposomes to be monitored directly and with great sensitivity. The assay utilises an encapsulated europium(III) complex, which exhibits a large increase in emission intensity upon binding bicarbonate. Mechanisms involving CO2 diffusion and the dissipation of a pH gradient are shown to be able to lead to an increase in bicarbonate concentration within liposomes, without transport of the anion occurring at all. By distinguishing these alternative mechanisms from actual bicarbonate transport, this assay will inform the future development of bicarbonate transporters.<br>
DOI: 10.17028/rd.lboro.15766923
title: Supplementary Information Files for Transmembrane transport of bicarbonate unravelled

description: Supplementary Information Files for Transmembrane transport of bicarbonate unravelled<br>Anion receptors can be used to transport ions across lipid bilayers, which has potential for therapeutic applications. Synthetic bicarbonate transporters are of particular interest, as defects in transmembrane transport of bicarbonate are associated with various diseases. However, no convenient method exists to directly observe bicarbonate transport and study the mechanisms involved. Here, an assay is presented that allows the kinetics of bicarbonate transport into liposomes to be monitored directly and with great sensitivity. The assay utilises an encapsulated europium(III) complex, which exhibits a large increase in emission intensity upon binding bicarbonate. Mechanisms involving CO2 diffusion and the dissipation of a pH gradient are shown to be able to lead to an increase in bicarbonate concentration within liposomes, without transport of the anion occurring at all. By distinguishing these alternative mechanisms from actual bicarbonate transport, this assay will inform the future development of bicarbonate transporters.<br>
DOI: 10.5281/zenodo.5226912
title: Controlling the emission time of photon echoes by optical freezing of exciton dephasing and rephasing in quantum-dot ensembles

description: Dataset of the publication “Controlling the emission time of photon echoes by optical freezing of exciton dephasing and rephasing in quantum-dot ensembles“, Proc. SPIE 11684,116840X (2021) ( https://doi.org/10.1117/12.2576887 ). The zip file includes the data on which the figures are based, the gnuplot files for the figures, and an explaining readme.txt.
description: We acknowledge financial support from the Deutsche Forschungsgemeinschaft (DFG) through the Collaborative Research Center TRR 142 (Project number 231447078, project A02). S.V.P. thanks the Russian Foundation for Basic Research (Project number 19-52-12046) and the Saint Petersburg State University (Grant number 51125686). The Würzburg group acknowledges financial support by the state of Bavaria.
DOI: 10.5281/zenodo.5226911
title: Controlling the emission time of photon echoes by optical freezing of exciton dephasing and rephasing in quantum-dot ensembles

description: Dataset of the publication “Controlling the emission time of photon echoes by optical freezing of exciton dephasing and rephasing in quantum-dot ensembles“, Proc. SPIE 11684,116840X (2021) ( https://doi.org/10.1117/12.2576887 ). The zip file includes the data on which the figures are based, the gnuplot files for the figures, and an explaining readme.txt.
description: We acknowledge financial support from the Deutsche Forschungsgemeinschaft (DFG) through the Collaborative Research Center TRR 142 (Project number 231447078, project A02). S.V.P. thanks the Russian Foundation for Basic Research (Project number 19-52-12046) and the Saint Petersburg State University (Grant number 51125686). The Würzburg group acknowledges financial support by the state of Bavaria.
DOI: 10.6084/m9.figshare.15772068
title: Endoscopy video consent data

description: After being consented for upper endoscopy and colonoscopy, English and Spanish speaking patients filled out a questionnaire to assess their comprehension of the information covered in the consent process. Some patients watched a video in addition to standard verbal consent prior to filling out the questionnaire.
DOI: 10.17028/rd.lboro.15773247
title: Supplementary Information Files for The utility of Google Trends as a tool for evaluating flooding in data‐scarce places

description: Supplementary Information Files for The utility of Google Trends as a tool for evaluating flooding in data‐scarce places<br>Google Trends (GT) offers an historical database of global internet searches with the potential to compliment conventional records of environmental hazards, especially in regions where formal hydrometeorological data are scarce. We evaluate the extent to which GT can discern heavy rainfall and floods in Kenya and Uganda during the period 2014 to 2018. We triangulate counts of flood searches from GT with available rainfall records and media reports to build an inventory of extreme events. The Spearman rank correlation (rho) between monthly mean search interest for flooding and monthly Climate Hazards Group InfraRed Precipitation with Station (CHIRPS) rainfall totals was rho = +0.38 (p &lt; 0.005) for Kenya and rho = +0.64 (p &lt; 0.001) for Uganda. Media reports of flooding were used to specify a threshold of detectability to give the same overall frequency of floods based on GT search interest. When the GT search index threshold was set at ≥15 and ≥29 the correct detection rate was 75% and 64% within a five‐day window of known flood events in Kenya and Uganda, respectively. From these preliminary explorations we conclude that GT has potential as a proxy data source, but greater skill may emerge in places with larger search volumes and by linking to historical information about environmental hazards at sub‐national scales. Wider applicability of the GT platform might be possible if there is greater transparency about how Google algorithms determine topics.<br>