cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24512698
title: Dataset for Transfer Learning with Convolutional Neural Networks for Hydrological Streamline Delineation study

description: Training, validation, and testing data of LiDAR-derived feature maps for hydrological streamline detection of Rowan County and Covington watersheds acquired from USGS
DOI: 10.6084/m9.figshare.24512698.v1
title: Dataset for Transfer Learning with Convolutional Neural Networks for Hydrological Streamline Delineation study

description: Training, validation, and testing data of LiDAR-derived feature maps for hydrological streamline detection of Rowan County and Covington watersheds acquired from USGS
DOI: 10.15468/9wn894
title: DEMNA-DNE : Occurrences of Diatoms (Bacillariophyceae) in running waters of Wallonia, Belgium

description: 'DEMNA-DNE : Occurrences of Diatoms (Bacillariophyceae) in running waters of Wallonia, Belgium' is a presence-only occurrence dataset resulting of the biological monitoring of surface water bodies carried out by the hydrobiology unit of the Département d'Etude du Milieu Naturel et Agricole and its partners (SPW-ARNE-DEMNA). The diatoms monitoring is running since 2005, in order to assess the trends of the biological status of surface water bodies in Wallonia, together with macrohpytes, fishes and macro invertebrates indicators. The current monitoring network is composed of more than 440 sites, distributed among all streams from the hydrographic districts of the Meuse, the Scheldt, the Rhine and the Seine in Wallonia. The monitoring is ongoing in the context of the EU Water Framework Directive, and thus follows standardised sampling protocols (IPS -Specific Pollution Sensitivity Index, according a methodology derived from the French standard AFNOR XP T90-354). The data has been cleaned for quality issues prior to GBIF publication and thus is not prefectly comparable to the expertised data basis used for the IPS calculation and biological quality reporting. Please feel free to get in touch for any request or return regarding this dataset or the underlying monitoring work.
DOI: 10.5281/zenodo.10702703
title: Coal and Rock
DOI: 10.5281/zenodo.10702704
title: Coal and Rock
DOI: 10.15468/gbqh7c
title: Evaluation of the post-implementation impact of the ENGIE's Leuze-en-Hainaut wind farm in Belgium on a nesting colony of Vanellus vanellus

description: The data come from a study carried out in 2017 to assess the post-implementation impact of the Leuze-en-Hainaut wind farm in Belgium on a nesting colony of lapwing (Vanellus vanellus). The wind farm was commissioned in December 2011 and comprises 10 turbines. This study was carried out on behalf of ENGIE by the Royal Belgian Institute of Natural Sciences. The study area corresponds to the perimeter of the wind farm, which is defined as the surface extending up to 500m from each wind turbine mast. It covers an area of 4.57km². In the data file, you'll find information on three Crested Lapwing life stages, listed in the "lifeStage" column: nests, chicks and adult pairs.
DOI: 10.15468/uumusq
title: Evaluation of two bat protection technologies installed on a wind turbine in ENGIE's Modave wind farm in Belgium

description: The data come from a study carried out in July 2019. It tested the ability of two technologies (Safe wind bat from BiodivWind and NRG deterrent system) to deter bats from entering into the blades rotation zone of a wind turbine in Modave’s wind farm in Belgium. The data come from audio files recorded by ultrasonic microphones, then analyzed by a biologist to identify the different bat species. Each line in the Excel table corresponds to a single bat detection, which is associated with a specific individual.
DOI: 10.5281/zenodo.10702551
title: The impact of ownership structure on the dividend policy of Russian public companies
DOI: 10.5281/zenodo.10702552
title: The impact of ownership structure on the dividend policy of Russian public companies
DOI: 10.5281/zenodo.10699423
title: Data and analyses from Mirarab et al, PNAS, 2024 paper

description: Data as released for PNAS 2024 paper, "A region of suppressed recombination misleads neoavian phylogenomics" by Mirarab eet al.
DOI: 10.5281/zenodo.10699424
title: Data and analyses from Mirarab et al, PNAS, 2024 paper

description: Data as released for PNAS 2024 paper, "A region of suppressed recombination misleads neoavian phylogenomics" by Mirarab eet al.
DOI: 10.6084/m9.figshare.25273429
title: Subnational flood exposure and risk estimates for 175 countries

description: This contains three datasets, including:Globally-standardized data of population at high risk in admin-2 units for 175 countries based on expected population exposure (EPE), and vulnerability-adjusted risk index for flooding (VARI Flood). Estimates can be compared across countries. The data is contained in "Pop_high_risk_EPE_VARI_gs.zip".Country-standardized data of population at high risk in admin-2 units for 175 countries based on expected population exposure, and vulnerability-adjusted risk index for flooding. "Pop_high_risk_EPE_VARI_cs.zip"Country-standardized 90m raster showing risk EPE and VARI Flood quintiles for Nigeria, Pakistan, and Vietnam. "EPE_VARI_quintiles_NGA_PAK_VNM.zip"<br>
DOI: 10.6084/m9.figshare.25273429.v2
title: Subnational flood exposure and risk estimates for 175 countries

description: This contains three datasets, including:Globally-standardized data of population at high risk in admin-2 units for 175 countries based on expected population exposure (EPE), and vulnerability-adjusted risk index for flooding (VARI Flood). Estimates can be compared across countries. The data is contained in "Pop_high_risk_EPE_VARI_gs.zip".Country-standardized data of population at high risk in admin-2 units for 175 countries based on expected population exposure, and vulnerability-adjusted risk index for flooding.Country-standardized 90m raster showing risk EPE and VARI Flood quintiles for Nigeria, Pakistan, and Vietnam.<br>
DOI: 10.5281/zenodo.10702755
title: Aplicando la metodología activa en el aula universitaria de griego antiguo (anexos)

description: Anexos al trabajo Andrés-Alba, Iván (2024). "Aplicando la metodología activa en el aula universitaria de griego antiguo". Estudios Clásicos 165.
DOI: 10.5281/zenodo.10702756
title: Aplicando la metodología activa en el aula universitaria de griego antiguo (anexos)

description: Anexos al trabajo Andrés-Alba, Iván (2024). "Aplicando la metodología activa en el aula universitaria de griego antiguo". Estudios Clásicos 165.
DOI: 10.5281/zenodo.10530095
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. 

The script MartinElGalmady&Johnson2023_datacleaningcode.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv

MartinElGalmady&Johnson2023_analysiscode.R provides the code for conducting analyses and producing figures.
DOI: 10.5281/zenodo.8329062
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of predator-prey interactions"

description: Data and code required for all analyses in <em>Urban socioeconomic variation influences the ecology and evolution of predator-prey interactions</em>. Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. The script MartinElGalmady&Johnson2023_datacleaningcode.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv MartinElGalmady&Johnson2023_analysiscode.R provides the code for conducting analyses and producing figures.
DOI: 10.5281/zenodo.10530301
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. 

The script MartinElGalmady&Johnson2023_datacleaningcode.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv

MartinElGalmady&Johnson2023_analysiscode.R provides the code for conducting analyses and producing figures.
DOI: 10.5281/zenodo.10640975
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. 

The script DataCleaning.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv and the supplemental dataset with galls with early larval death removed: NoELD_dataset.csv

Analysis.R provides the code for conducting analyses and producing figures using the MartinElGalmady&Johnson2023_cleandataset.csv dataset (or the NoELD_dataset.csv for supplemental analyses with early larval death removed). 

Detailed descriptions of each dataset are included in metadata.xlsx (NoELD_dataset has the same rows and columns as the full dataset). 

All code was run in R verison 4.2.2
DOI: 10.5281/zenodo.10702694
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. Full descriptions of data are included in README.txt

The script DataCleaning.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv and the supplemental dataset with galls with early larval death removed: NoELD_dataset.csv

Analysis.R provides the code for conducting analyses and producing figures using the MartinElGalmady&Johnson2023_cleandataset.csv dataset (or the NoELD_dataset.csv for supplemental analyses with early larval death removed).

Detailed descriptions of the final dataset are included in cleandataset_metadata.csv (NoELD_dataset has the same rows and columns as the full dataset). 

All code was run in R verison 4.2.2
DOI: 10.5281/zenodo.10702763
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. Full descriptions of data are included in README.txt

The script DataCleaning.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv and the supplemental dataset with galls with early larval death removed: NoELD_dataset.csv

Analysis.R provides the code for conducting analyses and producing figures using the MartinElGalmady&Johnson2023_cleandataset.csv dataset (or the NoELD_dataset.csv for supplemental analyses with early larval death removed).

Detailed descriptions of the final dataset are included in cleandataset_metadata.csv (NoELD_dataset has the same rows and columns as the full dataset). 

All code was run in R verison 4.2.2
DOI: 10.5281/zenodo.8329061
title: Data and Code for "Urban socioeconomic variation influences the ecology and evolution of trophic interactions"

description: Data and code required for all analyses in Urban socioeconomic variation influences the ecology and evolution of trophic interactions. 

Gall_Data_2022_new.csv contains data for gall predation and diameter measurements. Goldrod_Gall_Density.csv contains goldenrod and gall density measurements for each site. GallSitesFinal.csv contains location data for all study sites. DisseminationAreaCodes.csv contains codes for each site location needed to obtain census data. Full descriptions of data are included in README.txt

The script DataCleaning.R assembles the above four datasets with environmental and census data to produce the final dataset: MartinElGalmady&Johnson2023_cleandataset.csv and the supplemental dataset with galls with early larval death removed: NoELD_dataset.csv

Analysis.R provides the code for conducting analyses and producing figures using the MartinElGalmady&Johnson2023_cleandataset.csv dataset (or the NoELD_dataset.csv for supplemental analyses with early larval death removed).

Detailed descriptions of the final dataset are included in cleandataset_metadata.csv (NoELD_dataset has the same rows and columns as the full dataset). 

All code was run in R verison 4.2.2
DOI: 10.6084/m9.figshare.25285408
title: Raw data for Mirarab et al. 2024 in PNAS: "A region of suppressed recombination misleads neoavian phylogenomics"

description: Supplementary data repository for the study by Mirarab et al. 2024 in PNAS: "A region of suppressed recombination misleads neoavian phylogenomics".This repository includes raw data used from the companion paper based on the Stiller et al. 2024 study (in press in Nature). The main analysis from this study is based on 63430 loci obtained from intergenic regions, maximum likelihood analysis, and coalescent-based species tree estimation, which are included in this repository. For more data analyses specific to this paper, please refer to https://zenodo.org/records/10699424Files and explanation of content:<br>* 63430.alignments.tar.gz Alignments in FASTA format for which gene trees were built* 63430.gene.trees.gz Gene trees in newick format with support as aLRT values.* 63430.aLRT-0.95-collapsed.gene.trees.gz 63430 gene trees after collapsing branches with aLRT values below 0.95. This file was used as input for ASTRAL analysis.* 63430.named.gene.trees.gz Gene trees, with 1st column is name of the underlying locus, 2nd column is tree in newick format in order to match gene trees to alignments.* 63430.aLRT-0.95-collapsed.gene.trees.gz* 63430.ASTRAL.species.tre Main species tree resulting from ASTRAL analysis.* 63430.timetree.tre The time calibrated species tree.
DOI: 10.34740/kaggle/dsv/7699946
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.34740/kaggle/ds/4494573
title: The Avengers Dataset
DOI: 10.5281/zenodo.10702829
title: Dataset_KSh
DOI: 10.5281/zenodo.10702830
title: Dataset_KSh
DOI: 10.34740/kaggle/dsv/7699968
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.34740/kaggle/dsv/7699971
title: Full TMDB Movies Dataset 2024 (985K Movies)
DOI: 10.22002/j99nb-7cy23
title: Data and Code from 'Imaging the North Bishop Block with Converted Phases Observed through Fiber-Optic Seismology'
DOI: 10.5281/zenodo.10702845
title: The formation of the capital structure of Russian companies in the agro-industrial complex

description: This study is aimed at Russian agricultural companies specializing in grain growing and processing. The sample represents 11 large, medium and small Russian agricultural companies, their size is determined by the range of annual revenue. This sample amounted to ~60% of the total population available data.
DOI: 10.5281/zenodo.10702846
title: The formation of the capital structure of Russian companies in the agro-industrial complex

description: This study is aimed at Russian agricultural companies specializing in grain growing and processing. The sample represents 11 large, medium and small Russian agricultural companies, their size is determined by the range of annual revenue. This sample amounted to ~60% of the total population available data.
DOI: 10.6084/m9.figshare.25285846
title: grand_slopes_summary.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.6084/m9.figshare.25285846.v1
title: grand_slopes_summary.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.34740/kaggle/dsv/7700024
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.6084/m9.figshare.25285843
title: temps.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.6084/m9.figshare.25285843.v1
title: temps.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.6084/m9.figshare.25285837
title: updated_wild.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.6084/m9.figshare.25285837.v1
title: updated_wild.csv

description: This file contains code or data for the manuscript titled "<b>Resource-based trade-offs and the adaptive significance of seasonal plasticity in butterfly wing melanism</b>" by Stoehr et al.
DOI: 10.5281/zenodo.10022726
title: MatKG 1.4

description: MatKG is a comprehensive Knowledge Graph of Materials Science that captures a diverse rangeof entities and relationships from scientific literature. MatKG includes materials, properties, applications, characterization methods,synthesis methods, symmetry phase labels, and descriptors, among other entities, which are extracted automatically usingadvanced natural language processing methods from over 5 million papers in the domain. Relationships between these entities are established using statistical means, resulting in a knowledge graph with over 150,000 entities and 3.5 million unique triples. MatKG is the largest knowledge graph in the field of materials science at the time of writing, and its development represents a significant advance in the organization and accessibility of materials science data

The related publication in Nature Scientific Data: https://www.nature.com/articles/s41597-024-03039-z.epdf
DOI: 10.5281/zenodo.10144972
title: MatKG 1.4

description: MatKG is a comprehensive Knowledge Graph of Materials Science that captures a diverse rangeof entities and relationships from scientific literature. MatKG includes materials, properties, applications, characterization methods,synthesis methods, symmetry phase labels, and descriptors, among other entities, which are extracted automatically usingadvanced natural language processing methods from over 5 million papers in the domain. Relationships between these entities are established using statistical means, resulting in a knowledge graph with over 150,000 entities and 3.5 million unique triples. MatKG is the largest knowledge graph in the field of materials science at the time of writing, and its development represents a significant advance in the organization and accessibility of materials science data

The related publication in Nature Scientific Data: https://www.nature.com/articles/s41597-024-03039-z.epdf
DOI: 10.34740/kaggle/dsv/7700107
title: Balochi Language to English Translation Dataset
DOI: 10.6084/m9.figshare.23937744
title: Data extraction form.xlsx

description: Data extraction form used to collect data during SMS process.
DOI: 10.6084/m9.figshare.23937744.v1
title: Data extraction form.xlsx

description: Data extraction form used to collect data during SMS process.
DOI: 10.6084/m9.figshare.23937744.v2
title: Data extraction form.xlsx

description: Data extraction form used to collect data during SMS process.
DOI: 10.6084/m9.figshare.23937717
title: List of Frameworks and Methodologies.xlsx

description: The full list of all the 122 frameworks and methodologies discussed in the context of software product management, together with their mention frequencies, and results of thematic analysis.
DOI: 10.6084/m9.figshare.23937717.v3
title: List of Frameworks and Methodologies.xlsx

description: The full list of all the 122 frameworks and methodologies discussed in the context of software product management, together with their mention frequencies, and results of thematic analysis.
DOI: 10.6084/m9.figshare.23937717.v2
title: List of Frameworks and Methodologies.xlsx

description: The full list of all the 103 frameworks and methodologies discussed in the context of software product management, together with their mention frequencies, and results of thematic analysis.
DOI: 10.6084/m9.figshare.23936358
title: Research method.xlsx

description: Research methods employed in the reviewed papers.
DOI: 10.6084/m9.figshare.23936358.v3
title: Research method.xlsx

description: Research methods employed in the reviewed papers.
DOI: 10.6084/m9.figshare.23936358.v2
title: Research method.xlsx

description: Research methods employed in the reviewed papers.
DOI: 10.5281/zenodo.10702878
title: Coal and Rock after processing in YOLO format
DOI: 10.5281/zenodo.10702879
title: Coal and Rock after processing in YOLO format
DOI: 10.34740/kaggle/dsv/7700178
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/7700182
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.10702743
title: Reduction of Pacific double-ITCZ bias by convection parameterization in NCAR CESM2.2
DOI: 10.5281/zenodo.10396362
title: Supplementary Materials and Appendix
DOI: 10.5281/zenodo.10599912
title: Supplementary Materials and Appendix
DOI: 10.5281/zenodo.10396361
title: Supplementary Materials and Appendix
DOI: 10.5281/zenodo.10621368
title: Supplementary Materials and Appendix
DOI: 10.5281/zenodo.10702902
title: Supplementary Materials and Appendix
DOI: 10.6084/m9.figshare.25285825
title: Calling functions and codes for identification and obtaining controller parameters

description: Relay feedback identification and PI-PD control of asymmetrical heating and cooling processes<br>
DOI: 10.6084/m9.figshare.25285825.v2
title: Calling functions and codes for identification and obtaining controller parameters

description: Relay feedback identification and PI-PD control of asymmetrical heating and cooling processes<br>