cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22354608
title: Citizen Science and Natural Resource Management: A Social Network Analysis of Two Community-Based Water Monitoring Programs

description: In natural resource management contexts, citizen science programs often involve a diversity of actors collaborating in broad social networks. However, the characteristics and functioning of these networks has received limited attention. In this article, we demonstrate the benefits of applying social network research to citizen science practice. Through a mixed methods approach, we compare data sharing and collaboration networks of two community-based water monitoring programs in Australia. The quantitative component revealed that despite similarities in actor diversity and activities, both programs have created divergent network structures (centralized vs decentralized) corresponding to their scale of influence in environmental decision-making (regional vs local impacts). The qualitative component showed how individuals navigated their relationships and managed key tensions inherent to network functioning. This study provides new insights on the role of social networks in citizen science and concludes by recommending program leaders adopt a “networking mindset” to maximize their sphere of influence.
DOI: 10.6084/m9.figshare.22354608.v1
title: Citizen Science and Natural Resource Management: A Social Network Analysis of Two Community-Based Water Monitoring Programs

description: In natural resource management contexts, citizen science programs often involve a diversity of actors collaborating in broad social networks. However, the characteristics and functioning of these networks has received limited attention. In this article, we demonstrate the benefits of applying social network research to citizen science practice. Through a mixed methods approach, we compare data sharing and collaboration networks of two community-based water monitoring programs in Australia. The quantitative component revealed that despite similarities in actor diversity and activities, both programs have created divergent network structures (centralized vs decentralized) corresponding to their scale of influence in environmental decision-making (regional vs local impacts). The qualitative component showed how individuals navigated their relationships and managed key tensions inherent to network functioning. This study provides new insights on the role of social networks in citizen science and concludes by recommending program leaders adopt a “networking mindset” to maximize their sphere of influence.
DOI: 10.34740/kaggle/dsv/6647067
title: COVID Vaccination in World (updated daily)
DOI: 10.57841/casdc.0002665
title: 调变锆和钴的浸渍顺序来探索锆提高钴基催化剂费托反应性能的原因
DOI: 10.57841/casdc.0002666
title: 钡和含N物种改性对钴基费托合成反应性能的影响
DOI: 10.25824/redu/sjkmg9
title: NIR_backsccatering_data_whey_beverages_during_storage_REDU.tab

description: These data refer to the NIR backscatter measurement of beverages produced with goat and sheep whey. From these data it is possible to determine the destabilization of whey beverages during storage.
DOI: 10.25824/redu/7jq5z9
title: NIR backscattering data of sheep and goat whey beverage during storage

description: These data refer to the NIR backscatter measurement of beverages produced with goat and sheep whey. From these data it is possible to determine the destabilization of whey beverages during storage.
DOI: 10.6084/m9.figshare.24183363
title: Putative pseudouridylated sites shared across 2 or 3 infected cell lines for each transcript model

description: Tracks with shared putative pseudouridylated sites in "Unveiling the Role of PUS7-Mediated Pseudouridylation in Host Protein Interactions Specific for the SARS-CoV-2 RNA Genome ", by Giambruno et al., 2023. A track for each transcript model for sites shared between 2 or 3 cell lines is included.
DOI: 10.6084/m9.figshare.24183324
title: Tracks of peakcalled putative modified uridine sites in each infected cell line

description: Tracks with peakcalled uridine sites in "Unveiling the Role of PUS7-Mediated Pseudouridylation in Host Protein Interactions Specific for the SARS-CoV-2 RNA Genome ", by Giambruno et al., 2023. A track for each canonical transcript model in https://doi.org/10.1093/nar/gkac144 for each cell line infected is present.
DOI: 10.5281/zenodo.8421611
title: Product Reviews Dataset

description: This data set comprises a labelled training set used in the experimentation of the paper "Binary Quantification and Dataset Shift: An Experimental Investigation". The data is extracted from the McAuley data set of product reviews on Amazon. The original McAuley data set is public already and we provide all of our extraction scripts. Original data by McAuley: https://jmcauley.ucsd.edu/data/amazon/
DOI: 10.5281/zenodo.8421610
title: Product Reviews Dataset

description: This data set comprises a labelled training set used in the experimentation of the paper "Binary Quantification and Dataset Shift: An Experimental Investigation". The data is extracted from the McAuley data set of product reviews on Amazon. The original McAuley data set is public already and we provide all of our extraction scripts. Original data by McAuley: https://jmcauley.ucsd.edu/data/amazon/
DOI: 10.6084/m9.figshare.24265015.v2
title: Variant Result

description: Performance results for AIGC Detectors
DOI: 10.5281/zenodo.7687866
title: The evolution of local co-occurrence in birds in relation to latitude, degree of sympatry, and range symmetry

description: This study analyzes a large sample of occurrence records (7,834,063 checklists from the eBird project) of 887 passerine bird species distributed globally. Under the assumption that speciation and trait divergence rates are faster in temperate areas and that trait divergence does promote local secondary contact of newly evolved species, the expectaction is that local co-occurrence increases with latitude.Syntopy increased from the Southern to Northern Hemisphere and was positively related to sympatry and range symmetry.
DOI: 10.5281/zenodo.8112791
title: The evolution of local co-occurrence in birds in relation to latitude, degree of sympatry, and range symmetry

description: This study analyzes a large sample of occurrence records (7,834,063 checklists from the eBird project) of 887 passerine bird species distributed globally. Under the assumption that speciation and trait divergence rates are faster in temperate areas and that trait divergence does promote local secondary contact of newly evolved species, the expectaction is that local co-occurrence increases with latitude.Syntopy increased from the Southern to Northern Hemisphere and was positively related to sympatry and range symmetry.
DOI: 10.5281/zenodo.8308005
title: The evolution of local co-occurrence in birds in relation to latitude, degree of sympatry, and range symmetry

description: This study analyzes a large sample of occurrence records (7,834,063 checklists from the eBird project) of 887 passerine bird species distributed globally. Under the assumption that speciation and trait divergence rates are faster in temperate areas and that trait divergence does promote local secondary contact of newly evolved species, the expectaction is that local co-occurrence increases with latitude.Syntopy increased from the Southern to Northern Hemisphere and was positively related to sympatry and range symmetry.
DOI: 10.5281/zenodo.8421492
title: The evolution of local co-occurrence in birds in relation to latitude, degree of sympatry, and range symmetry

description: This study analyzes a large sample of occurrence records (7,834,063 checklists from the eBird project) of 887 passerine bird species distributed globally. Under the assumption that speciation and trait divergence rates are faster in temperate areas and that trait divergence does promote local secondary contact of newly evolved species, the expectaction is that local co-occurrence increases with latitude.Syntopy increased from the Southern to Northern Hemisphere and was positively related to sympatry and range symmetry.
DOI: 10.25824/redu/ken0al
title: Screening_stabilizers.tab

description: Stability of neutral and fermented sheep/ goat whey: Screening of Stabilizers
DOI: 10.25824/redu/fsjj0l
title: Stability of neutral and fermented sheep/ goat whey: screening of stabilizers

description: These data refer to the measurement of pH, absorbance at 600 nm and % sedimentation of samples produced with goat/ sheep cheese and ricota whey added with different stabilizers (measures were carried out after 7 days of samples atorage at 7º C)
DOI: 10.57841/casdc.0002667
title: 6m提升管上渣油裂解制烯烃数据集
DOI: 10.57841/casdc.0002668
title: 固定流化床上渣油裂解制烯烃评价数据
DOI: 10.57841/casdc.0002669
title: 微型固定床上渣油裂解制烯烃评价数据
DOI: 10.25824/redu/lgmqfg
title: Sheep_goat_whey_beverages_Composition_microbiology_physicocheminal_microstructure_bioactity_sensory_REDU.tab

description: These data cover the composition, microbiology, physicochemical, microstructure, biological activity and sensory profile of sheep and goat whey beverages.
DOI: 10.25824/redu/n5bhs7
title: Sheep goat whey beverages composition microbiology physicocheminal microstructure bioactity sensory

description: These data cover the composition, microbiology, physicochemical, microstructure, biological activity and sensory profile of sheep and goat whey beverages.
DOI: 10.5281/zenodo.3066122
title: Proyecto geomático hornos morunos de la Real Fábrica Conde de Aranda de L'Alcora │Castellón │Spain │Europe

description: Proyecto geomático realizado por ADD 4D para el Ayuntamiento de L'Alcora y financiado por Caixa Rural L'Alcora. Se trata de los hornos morunos de la Real Fábrica datan de 1798-1805, y corresponden a la última ampliación, realizada tras la muerte del X conde de Aranda y el paso de la manufactura al duque de Híjar. Nube de puntos densa (Cloud Point) GeoRef 145 Millones de puntos (2019-04-HornosRFAProyectTotalNPD Nube de puntos densa (Cloud Point) GeoRef 105 Millones de puntos (2019-04-Hornos6RFANPD) OrtofotoMapa GeoTiff 1,7 mm / Pix (2019AlcoraHornosMorunosOrtoCIndex) ETRS89 / UTM zona 30 (EPSG :: 25830) Modelo 3D:
DOI: 10.5281/zenodo.3066121
title: Proyecto geomático hornos morunos de la Real Fábrica Conde de Aranda de L'Alcora │Castellón │Spain │Europe

description: Proyecto geomático realizado por ADD 4D para el Ayuntamiento de L'Alcora y financiado por Caixa Rural L'Alcora. Se trata de los hornos morunos de la Real Fábrica datan de 1798-1805, y corresponden a la última ampliación, realizada tras la muerte del X conde de Aranda y el paso de la manufactura al duque de Híjar. Nube de puntos densa (Cloud Point) GeoRef 145 Millones de puntos (2019-04-HornosRFAProyectTotalNPD Nube de puntos densa (Cloud Point) GeoRef 105 Millones de puntos (2019-04-Hornos6RFANPD) OrtofotoMapa GeoTiff 1,7 mm / Pix (2019AlcoraHornosMorunosOrtoCIndex) ETRS89 / UTM zona 30 (EPSG :: 25830) Modelo 3D:
DOI: 10.4121/19580806
title: AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift

description: <strong>AmsterTime</strong> dataset offers a collection of 2,500 well-curated images matching the same scene from a street view matched to historical archival image data from Amsterdam city. The image pairs capture the same place with different cameras, viewpoints, and appearances. Unlike existing benchmark datasets, AmsterTime is directly crowdsourced in a GIS navigation platform (Mapillary). In turn, all the matching pairs are verified by a human expert to verify the correct matches and evaluate the human competence in the Visual Place Recognition (VPR) task for further references.<br>The properties of the dataset are summarized as:1200+ license-free images from the Amsterdam City Archive, representing urban places in the city of Amsterdam, captured in the past century by many photographers.All archival queries are matched with street view images from Mapillary.All matches are verified by architectural historians and Amsterdam inhabitants.Image pairs are archival and street views capturing the same place with different cameras, time lags, structural changes, occlusion, viewpoint, appearance, and illuminations.The dataset exhibits a domain shift between query and the gallery due to significant difference between scanned archival and street view images.Two sub-tasks are created on the dataset:<strong>Verification</strong> is a binary classification (auxiliary) task to detect a pair of archival and street-view images of the same place. The verification task for AmsterTime dataset has all of the crowdsourced image pairs as positive labeled, where the same number of negative samples are generated by randomly pairing archival and street-view images summing up to a total of 2,462 pairs in the verification task.<strong>Retrieval</strong> is the main task corresponding to VPR, in which a given query image is matched with a set of gallery images. For the retrieval task, AmsterTime dataset offers 1231 query images where the leave-one-out set serves as the gallery images for each query.
DOI: 10.4121/19580806.v4
title: AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift

description: <strong>AmsterTime</strong> dataset offers a collection of 2,500 well-curated images matching the same scene from a street view matched to historical archival image data from Amsterdam city. The image pairs capture the same place with different cameras, viewpoints, and appearances. Unlike existing benchmark datasets, AmsterTime is directly crowdsourced in a GIS navigation platform (Mapillary). In turn, all the matching pairs are verified by a human expert to verify the correct matches and evaluate the human competence in the Visual Place Recognition (VPR) task for further references.<br>The properties of the dataset are summarized as:1200+ license-free images from the Amsterdam City Archive, representing urban places in the city of Amsterdam, captured in the past century by many photographers.All archival queries are matched with street view images from Mapillary.All matches are verified by architectural historians and Amsterdam inhabitants.Image pairs are archival and street views capturing the same place with different cameras, time lags, structural changes, occlusion, viewpoint, appearance, and illuminations.The dataset exhibits a domain shift between query and the gallery due to significant difference between scanned archival and street view images.Two sub-tasks are created on the dataset:<strong>Verification</strong> is a binary classification (auxiliary) task to detect a pair of archival and street-view images of the same place. The verification task for AmsterTime dataset has all of the crowdsourced image pairs as positive labeled, where the same number of negative samples are generated by randomly pairing archival and street-view images summing up to a total of 2,462 pairs in the verification task.<strong>Retrieval</strong> is the main task corresponding to VPR, in which a given query image is matched with a set of gallery images. For the retrieval task, AmsterTime dataset offers 1231 query images where the leave-one-out set serves as the gallery images for each query.
DOI: 10.5281/zenodo.8421767
title: Data set of solar irradiation from Svalsat, Svalbard

description: The data collected with a set of SP110 Apogee pyranometers.
DOI: 10.5281/zenodo.8421766
title: Data set of solar irradiation from Svalsat, Svalbard

description: The data collected with a set of SP110 Apogee pyranometers.
DOI: 10.25824/redu/lh9w2g
title: Gestão de dados - Resultados finais expressão gênica ATCC 33591.tab
DOI: 10.25824/redu/ugnawv
title: Stability test of gyrB and 16S genes.tab
DOI: 10.25824/redu/kcll4h
title: Data management - mevalonate assays.rar
DOI: 10.25824/redu/mayzff
title: Data management - Gene expression - S. aureus ATCC 33591-1.tab
DOI: 10.25824/redu/tjvoa2
title: Analysis of the effects of simvastatin on the mevalonate pathway, cell wall integrity and bacterial metabolome: evidence of the antimicrobial mechanism of action

description: These data are the result of research carried out to investigate the antimicrobial action mechanism of simvastatin against S. aureus. Analyzes were performed to verify the changes in gene expression, cell wall integridy and the effect of the addition of mevalonate in bacteria treated with simvastatin.
DOI: 10.5281/zenodo.8421817
title: Data for "Performance comparison of TwinCat ADS for Python and Java"

description: Experiement Data for the paper "Performance comparison of TwinCat ADS for Python and Java". Contains the measurements as well as the code that was used to get them and a small description on how to replicate the experiment.
DOI: 10.5281/zenodo.8421816
title: Data for "Performance comparison of TwinCat ADS for Python and Java"

description: Experiement Data for the paper "Performance comparison of TwinCat ADS for Python and Java". Contains the measurements as well as the code that was used to get them and a small description on how to replicate the experiment.
DOI: 10.5281/zenodo.8328105
title: FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2)

description: See https://zenodo.org/record/8328113 for more information.
DOI: 10.5281/zenodo.8328104
title: FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2)

description: See https://zenodo.org/record/8328113 for more information.
DOI: 10.6084/m9.figshare.23668781
title: Linear fixed-effects estimation with nonrepeated outcomes

description: We demonstrate that popular linear fixed-effects panel-data estimators are biased and inconsistent when applied in a discrete-time hazard setting, even if the data-generating process is consistent with the linear model. The bias is not just survival bias, but originates from the impossibility to transform the model such that the remaining disturbance term becomes conditional mean independent of the explanatory variables. The bias is hence present even in the absence of unobserved heterogeneity. We discuss instrumental variables estimation, using first-differences of the explanatory variables as instruments, as alternative estimation strategy. Monte Carlo simulations and an empirical application substantiate our theoretical results.
DOI: 10.6084/m9.figshare.23668781.v3
title: Linear fixed-effects estimation with nonrepeated outcomes

description: We demonstrate that popular linear fixed-effects panel-data estimators are biased and inconsistent when applied in a discrete-time hazard setting, even if the data-generating process is consistent with the linear model. The bias is not just survival bias, but originates from the impossibility to transform the model such that the remaining disturbance term becomes conditional mean independent of the explanatory variables. The bias is hence present even in the absence of unobserved heterogeneity. We discuss instrumental variables estimation, using first-differences of the explanatory variables as instruments, as alternative estimation strategy. Monte Carlo simulations and an empirical application substantiate our theoretical results.
DOI: 10.3886/e169481v1-142188
title: Data and Code for: Parental Investments in Early Childhood and the Gender Gap in Math and Literacy

description: Parental investments at early ages can shape children’s future educational specializations. Using a longitudinal study, we find that parents invest more in daughters than sons at ages 3-5. Moreover, parents’ beliefs about their children’s reading and math abilities are higher for girls than boys. We examine how these behaviors and beliefs predict children’s academic performance 4-6 years later. We find that early parental investment and beliefs lead to persistently higher English scores for girls than boys in grades 3-5. However, there is no gender gap in math scores. The results suggest that parental beliefs and behaviors at ages 3-5 contribute to girls’ advantage in English but have little impact on math. In our data, parents' investments appear to be domain-specific, giving girls an advantage in reading that does not transfer to math. Since math skills are foundational for economics and STEM, these investments may be more effective in promoting skills for the arts over economics and STEM. If parents invest more in girls and early skill development shapes students’ later educational decisions, the greater effectiveness of parental investment in reading than math may lead women to favor the arts over economics or STEM fields later on.
DOI: 10.5281/zenodo.8417583
title: Data, code, and supplementary materials for Pearman P. B., Broennimann, O., et al. Monitoring species genetic diversity in Europe varies greatly and overlooks potential climate change impacts. Nature Ecology & Evolution

description: The repository contains several archives of digital materials that were used and/or produced in the analyses presented in Pearman, P. B. and Broennimann et al. Monitoring species genetic diversity in Europe varies greatly and overlooks potential climate change impacts. <strong>Nature Ecology & Evolution</strong>, likely 2023. These archives include (1) Supplementary Materials files ; (2) Data and code to generate country-level maps and plots; and (3) data and code to generate all maps of species and joint climate niche marginality, all in G-zipped tar archives. Readme files are available in each archive to guide running of the scripts and identification of objects in the Supplementary Materials. Please see the paper for all co-authors names, and the methods, the results obtained, and discussion of their implications. This work is dedicated to the memory of our friend and colleague Michael Bruford (1963-2023).
description: The research was supported by EU COST Action CA 18134; INTER-EXCELLENCE – INTER-COST (LTC20021); DP and LL were supported by grants to LL from the Swedish Research Council Formas (grant 2020-01290) and the Swedish Research Council (grant 2019-05503); Spanish Ministerio de Ciencia e Innovación, award PID2020-118028GB-I00
DOI: 10.5281/zenodo.8417582
title: Data, code, and supplementary materials for Pearman P. B., Broennimann, O., et al. Monitoring species genetic diversity in Europe varies greatly and overlooks potential climate change impacts. Nature Ecology & Evolution

description: The repository contains several archives of digital materials that were used and/or produced in the analyses presented in Pearman, P. B. and Broennimann et al. Monitoring species genetic diversity in Europe varies greatly and overlooks potential climate change impacts. <strong>Nature Ecology & Evolution</strong>, likely 2023. These archives include (1) Supplementary Materials files ; (2) Data and code to generate country-level maps and plots; and (3) data and code to generate all maps of species and joint climate niche marginality, all in G-zipped tar archives. Readme files are available in each archive to guide running of the scripts and identification of objects in the Supplementary Materials. Please see the paper for all co-authors names, and the methods, the results obtained, and discussion of their implications. This work is dedicated to the memory of our friend and colleague Michael Bruford (1963-2023).
description: The research was supported by EU COST Action CA 18134; INTER-EXCELLENCE – INTER-COST (LTC20021); DP and LL were supported by grants to LL from the Swedish Research Council Formas (grant 2020-01290) and the Swedish Research Council (grant 2019-05503); Spanish Ministerio de Ciencia e Innovación, award PID2020-118028GB-I00
DOI: 10.5281/zenodo.8380700
title: Dataset for: Windows of opportunity for predicting seasonal climate extremes: Pakistan floods of 2022

description: Data required to regenerate any of the figures in Nature Communications paper "Windows of opportunity for predicting seasonal climate extremes: Pakistan floods of 2022"
DOI: 10.5281/zenodo.8380699
title: Dataset for: Windows of opportunity for predicting seasonal climate extremes: Pakistan floods of 2022

description: Data required to regenerate any of the figures in Nature Communications paper "Windows of opportunity for predicting seasonal climate extremes: Pakistan floods of 2022"
DOI: 10.5281/zenodo.8328108
title: FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3)

description: See https://zenodo.org/record/8328113 for more information.