cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28106939
title: <b>A dataset on the spatiotemporal distributions of street and neighborhood crime in China</b>

description: Crime is a significant social, economic, and legal issue. This paper presents an open-access spatiotemporal repository of street and neighborhood crime data, comprising approximately one million records of crimes in China, with specific geographic coordinates (latitude and longitude) and timestamps for each incident. The dataset is based on publicly available law court judgment documents. Artificial intelligence (AI) technologies are employed to extract crime events at the neighborhood or even building level from vast amounts of unstructured judicial text. This dataset enables more precise spatial analysis of crime incidents, offering valuable insights across interdisciplinary fields such as economics, sociology, and geography. It contributes significantly to the achievement of the United Nations Sustainable Development Goals (SDGs), particularly in fostering sustainable cities and communities, and plays a crucial role in advancing efforts to reduce all forms of violence and related mortality rates.citation: Zhang Y, Kwan M P, Fang L. An LLM driven dataset on the spatiotemporal distributions of street and neighborhood crime in China[J]. Scientific Data, 2025, 12(1): 467.<b>Download version 3!!! Previous bugs have been fixed.</b><b>请下载version3！！！之前的版本bug已经修复。</b>关于该数据的问题可以访问我的个人网站获取我的联系方式：https://www.giserzhang.xyz/
DOI: 10.6084/m9.figshare.28106939.v3
title: <b>A dataset on the spatiotemporal distributions of street and neighborhood crime in China</b>

description: Crime is a significant social, economic, and legal issue. This paper presents an open-access spatiotemporal repository of street and neighborhood crime data, comprising approximately one million records of crimes in China, with specific geographic coordinates (latitude and longitude) and timestamps for each incident. The dataset is based on publicly available law court judgment documents. Artificial intelligence (AI) technologies are employed to extract crime events at the neighborhood or even building level from vast amounts of unstructured judicial text. This dataset enables more precise spatial analysis of crime incidents, offering valuable insights across interdisciplinary fields such as economics, sociology, and geography. It contributes significantly to the achievement of the United Nations Sustainable Development Goals (SDGs), particularly in fostering sustainable cities and communities, and plays a crucial role in advancing efforts to reduce all forms of violence and related mortality rates.citation: Zhang Y, Kwan M P, Fang L. An LLM driven dataset on the spatiotemporal distributions of street and neighborhood crime in China[J]. Scientific Data, 2025, 12(1): 467.<b>Download version 3!!! Previous bugs have been fixed.</b><b>请下载version3！！！之前的版本bug已经修复。</b>关于该数据的问题可以访问我的个人网站获取我的联系方式：https://www.giserzhang.xyz/
DOI: 10.6084/m9.figshare.28106939.v2
title: <b>A dataset on the spatiotemporal distributions of street and neighborhood crime in China</b>

description: Crime is a significant social, economic, and legal issue. This paper presents an open-access spatiotemporal repository of street and neighborhood crime data, comprising approximately one million records of crimes in China, with specific geographic coordinates (latitude and longitude) and timestamps for each incident. The dataset is based on publicly available law court judgment documents. Artificial intelligence (AI) technologies are employed to extract crime events at the neighborhood or even building level from vast amounts of unstructured judicial text. This dataset enables more precise spatial analysis of crime incidents, offering valuable insights across interdisciplinary fields such as economics, sociology, and geography. It contributes significantly to the achievement of the United Nations Sustainable Development Goals (SDGs), particularly in fostering sustainable cities and communities, and plays a crucial role in advancing efforts to reduce all forms of violence and related mortality rates.
DOI: 10.25919/hgc1-8f70
title: Long-term project observations for project P885 semester 2025OCTS_06

description: We propose a modest program to continue monitoring 4 of the 6 known radio magnetars in order to achieve three primary science goals. The first is to characterise magnetar outbursts over long timescales, for which tracking their rotational, flux density, and polarisation properties provide a clear view of the impulse response of their magnetic fields. Second, understanding the links between magnetars the mysterious fast radio burst phenomenon through the discovery of rare emission and propagation effects, shared spectro-temporal phenomenology, and connections to high-energy (X-ray/gamma-ray) phenomena. Lastly, our continued monitoring has enormous benefit to the wider magnetar community, providing rapid alerts to changes in activity, adding context to unusual behaviour detected by high-energy observations, and a host of supplementary science through the teams extensive collaborative networks. The project and its precursors have been running since 2007 and have contributed to 21 publications since then. We are seeking to convert the project to long-term status, thereby also carrying these investigations into the SKA era.
DOI: 10.15468/dl.x8um39
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sinomicrurus peinani)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009513-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29sc83
title: Occurrence Download

description: A dataset containing 11839 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ovibos moschatus"
 ]
}

 The dataset includes 11839 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009512-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17721526
title: Raw data_Modeling Trust Pathways in AI-Enabled E-Commerce
DOI: 10.5281/zenodo.17721527
title: Raw data_Modeling Trust Pathways in AI-Enabled E-Commerce
DOI: 10.15468/dl.8ssztr
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rucervus eldii"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv2xsd
title: Occurrence Download

description: A dataset containing 11136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 54.085278",
 "DecimalLatitude is less than or equal to 59.085278",
 "DecimalLongitude is greater than or equal to -155.0",
 "DecimalLongitude is less than or equal to -150.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 11136 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009516-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15708700
title: QuartSet: A String Quartet Dataset for Transcription and Source Separation of Real Instrument Recordings

description: A set of wav files for 56 string quartet compositions and their accompanying scores in Kern notation
DOI: 10.5281/zenodo.15708701
title: QuartSet: A String Quartet Dataset for Transcription and Source Separation of Real Instrument Recordings

description: A set of wav files for 56 string quartet compositions and their accompanying scores in Kern notation
DOI: 10.15468/dl.nk7x6s
title: Occurrence Download

description: A dataset containing 62536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Acrocephalus paludicola, Pandion haliaetus)",
 "BasisOfRecord is one of (Human Observation)",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62536 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009490-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11583/dtu.27169848
title: Torne River, Sweden and Finland

description: The Torne Rivers survey is part of the EU Horizon project UAWOS. All datasets belonging to the UAWOS project can be accessed here. The Torne River flows along the border between Sweden and Finland from North to South and drains into the Gulf of Bothnia. The UAWOS focus area on the Torne was the river reach between Pello and Övertorneå and the survey was carried out from September 3<sup>rd</sup> to 9<sup>th</sup>, 2024.The survey primarily aimed to measure WSE, river depth, and river surface velocity based on UAS hydrometry payloads. Throughout the survey, multiple payloads were utilized to separately collect water surface elevation (Geolux LX-80 Altimetry Radar), cross-sectional bathymetry (ZondAeroLF Water Penetrating Radar), and the water surface velocity (RSS 300 Doppler Radar). Data is shared at three processing levels: The raw data (Level 1), processed point data (Level 2), and point data referenced to a reference river centerline/reference cross section lines (Level 3). Specialized software is required to process most Level 1 data, while Level 2/3 data comes in standard comma-separated ASCII files. More details about the different datasets and processing levels are included in the dataset readme file and the readme files belonging to the individual datasets.
DOI: 10.11583/dtu.27169848.v3
title: Torne River, Sweden and Finland

description: The Torne Rivers survey is part of the EU Horizon project UAWOS. All datasets belonging to the UAWOS project can be accessed here. The Torne River flows along the border between Sweden and Finland from North to South and drains into the Gulf of Bothnia. The UAWOS focus area on the Torne was the river reach between Pello and Övertorneå and the survey was carried out from September 3<sup>rd</sup> to 9<sup>th</sup>, 2024.The survey primarily aimed to measure WSE, river depth, and river surface velocity based on UAS hydrometry payloads. Throughout the survey, multiple payloads were utilized to separately collect water surface elevation (Geolux LX-80 Altimetry Radar), cross-sectional bathymetry (ZondAeroLF Water Penetrating Radar), and the water surface velocity (RSS 300 Doppler Radar). Data is shared at three processing levels: The raw data (Level 1), processed point data (Level 2), and point data referenced to a reference river centerline/reference cross section lines (Level 3). Specialized software is required to process most Level 1 data, while Level 2/3 data comes in standard comma-separated ASCII files. More details about the different datasets and processing levels are included in the dataset readme file and the readme files belonging to the individual datasets.
DOI: 10.11583/dtu.27169848.v2
title: Torne River, Sweden and Finland

description: The Torne Rivers survey is part of the EU Horizon project UAWOS. All datasets belonging to the UAWOS project can be accessed here. The Torne River flows along the border between Sweden and Finland from North to South and drains into the Gulf of Bothnia. The UAWOS focus area on the Torne was the river reach between Pello and Övertorneå and the survey was carried out from September 3<sup>rd</sup> to 9<sup>th</sup>, 2024.The survey primarily aimed to measure WSE, river depth, and river surface velocity based on UAS hydrometry payloads. Throughout the survey, multiple payloads were utilized to separately collect water surface elevation (Geolux LX-80 Altimetry Radar), cross-sectional bathymetry (ZondAeroLF Water Penetrating Radar), and the water surface velocity (RSS 300 Doppler Radar). Data is shared at three processing levels: The raw data (Level 1), processed point data (Level 2), and point data referenced to a reference river centerline/reference cross section lines (Level 3). Specialized software is required to process most Level 1 data, while Level 2/3 data comes in standard comma-separated ASCII files. More details about the different datasets and processing levels are included in the dataset readme file and the readme files belonging to the individual datasets.
DOI: 10.15468/dl.rh4m4n
title: Occurrence Download

description: A dataset containing 401341 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudoacacia"
 ]
}

 The dataset includes 401341 records from 3140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009484-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.19m2b7t
title: Data from: Disentangling the costs of male harassment and the benefits of polyandry for females

description: Many studies quantify how polyandry affects female fitness by allowing
 females to mate with one or several males. But even if the number of
 matings is standardised, such studies conflate any costs of interacting
 with males with potential benefits of receiving sperm from multiple mates,
 obscuring the benefits of polyandry. We conducted a 2x2 factorial
 experiment on the mosquitofish, Gambusia holbrooki to quantify the
 independent effects of male harassment and polyandry. We artificially
 inseminated virgin females with sperm from either one or five males.
 Females were housed in the presence or absence of reproductively-ablated
 males who could harass, but not mate with them. Our design ensured that
 the number of males inseminating a female was independent of the level of
 male harassment and the number of matings she received. Females not housed
 with males were instead housed with immature females to maintain densities
 across treatments. Unexpectedly, females that experienced sexual
 harassment were more likely to give birth, had shorter gestation periods
 and gave birth to larger broods. Furthermore, polyandrous females were
 more likely than monandrous females to give birth, and their sons reached
 maturity faster than those of monandrous females. We found no detectable
 costs to females of male harassment when the direct costs of mating were
 absent and that, in the absence of mating costs, there are direct and
 indirect fitness benefits of being inseminated by multiple males. If the
 costs of the act of mating are small or absent, polyandry will benefit
 female G.holbrooki producing their first brood.
description: DATA FROM_Fox et
 al_Costs of male harassmentExcel file containing
 raw data on which statistical analyses in this publication are
 based
DOI: 10.5061/dryad.1b8n2b4
title: Data from: Dissimilarity of individual microsatellite profiles under different mutation models: empirical approach

description: Microsatellites (simple sequence repeats, SSRs) still remain popular
 molecular markers for studying neutral genetic variation. Two alternative
 models outline how new microsatellite alleles evolve. Infinite alleles
 model (IAM) assumes that all possible alleles are equally likely to result
 from a mutation, while stepwise mutation model (SMM) describes
 microsatellite evolution as stepwise adding or subtracting single repeat
 units. Genetic relationships between individuals can be analyzed in higher
 precision when assuming the SMM scenario with allele size differences as a
 proxy of genetic distance. If population structure is not predetermined in
 advance, an empirical data analysis usually includes (a) estimating
 proximity between individual SSR profiles with a selected dissimilarity
 measure and (b) determining putative genetic structure of a given set of
 individuals using methods of clustering and/or ordination for the obtained
 dissimilarity matrix. We developed new dissimilarity indices between SSR
 profiles of haploid, diploid, or polyploid organisms assuming different
 mutation models and compared the performance of these indices for
 determining genetic structure with population data and with simulations.
 More specifically, we compared SMM with a constant or variable mutation
 rate at different SSR loci to IAM using data from natural populations of a
 freshwater bryozoan Cristatella mucedo (diploid), wheat leaf rust Puccinia
 triticina (dikaryon), and wheat powdery mildew Blumeria graminis
 (monokaryon). We show that inferences about population genetic structure
 are sensitive to the assumed mutation model. With simulations, we found
 that Bruvo's distance performs generally poorly, while the new
 metrics are capturing the differences in the genetic structure of the
 populations.
description: SSRs_Puccinia_triticana_RussiaThe data in 'SSRs_Puccinia_triticana_Russia.csv' were originally collected for Gultyaeva, E. I., Aristova, М. К., Shaidayuk, Е. L., Mironenko, N. V., Kazartsev, I. A., Akhmetova, A. & Kosman, E. (2017). Genetic differentiation of Puccinia triticina Erikss. in Russia. Russian Journal of Genetics, 53, 998-1005. https://doi.org/10.1134/S1022795417070031. If you use the data in this file, please cite the original publication.Blumeria_graminis_57_isolates_SSR_data_7_lociThe data in ' Blumeria_graminis_57_isolates_SSR.csv' were originally collected for Ben-David, R., Parks, R., Dinoor, A., Kosman, E., Wicker, T., Keller, B. & Cowger, C. (2016). Differentiation among Blumeria graminis f. sp. tritici isolates originating from wild vs. domesticated Triticum species in Israel. Phytopathology, 106, 861-870. https://doi.org/10.1094/PHYTO-07-15-0177-R. If you use the data in this file, please cite the original publication.cristatella_mucedo_kosman_jokela197 individuals, 8 loci, NA as missing value
DOI: 10.5061/dryad.bk58sd6
title: Data from: Natal habitat and sex-specific survival rates result in a male-biased adult sex ratio

description: The adult sex ratio (ASR) is a crucial component of the ecological and
 evolutionary forces shaping the dynamics of a population. Although in many
 declining populations ASRs have been reported to be skewed, empirical
 studies exploring the demographic factors shaping ASRs are still rare. In
 this study of the socially monogamous and sexually dimorphic Black-tailed
 Godwit (Limosa limosa limosa), we aim to evaluate the sex ratio of chicks
 at hatch and the subsequent sex-specific survival differences occurring
 over three subsequent life-stages. We found that, at hatch, the sex ratio
 did not deviate from parity. However, the survival of pre-fledged females
 was 15-30% lower than that of males and the sex-bias in survival was
 higher in low quality habitat. Additionally, survival of adult females was
 almost 5% lower than that of adult males. Because survival rates of males
 and females did not differ during other life-history stages, the adult sex
 ratio in the population was biased toward males. Because females are
 larger than males, food limitations during development or sex-specific
 differences in the duration of development may explain the lower survival
 of female chicks. Differences among adults are less obvious and suggest
 previously unknown sex-related selection pressures. Irrespective of the
 underlying causes, by reducing the available number of females in this
 socially monogamous species, a male-biased ASR is likely to contribute to
 the ongoing decline of the Dutch godwit population.
description: Data_Capture_Recapture_Survival_AnalysisCapture-recapture dataset used for the survival analysis. CR-history contains two digits per year, first digit is only used when individual was ringed as chick. Further details explained in file.Data_Hatching_Sex_RatioDataset containing all chicks from complete nests and used to calculate sex ratio at hatch. All details are explained in file.
DOI: 10.5061/dryad.1kr7759
title: Data from: Point-Combination Transect (PCT): incorporation of small underwater cameras to study fish communities

description: 1. Available underwater visual census methods such as line transects or
 point count observations are widely used to obtain community data of
 underwater species assemblages, despite their known pit-falls. As interest
 in the community structure of aquatic life is growing, there is need for
 more standardized and replicable methods for acquiring underwater census
 data. 2. Here, we propose a novel approach, Point-Combination Transect
 (PCT), which makes use of automated image recording by small digital
 cameras to eliminate observer and identification biases associated with
 available underwater visual census methods. We conducted a pilot study at
 Lake Tanganyika, demonstrating the applicability of PCT on a taxonomically
 and phenotypically highly diverse assemblage of fishes, the Tanganyikan
 cichlid species-flock. 3. We conducted 17 PCTs consisting of five GoPro
 cameras each and identified 22'867 individual cichlids belonging to
 61 species on the recorded images. This data was then used to evaluate our
 method and to compare it to traditional line transect studies conducted in
 close proximity to our study site at Lake Tanganyika. 4. We show that the
 analysis of the second hour of PCT image recordings (equivalent to 360
 images per camera) leads to reliable estimates of the benthic cichlid
 community composition in Lake Tanganyika according to species accumulation
 curves, while minimizing the effect of disturbance of the fish through
 SCUBA divers. We further show that PCT is robust against observer biases
 and outperforms traditional line transect methods.
description: CommunityMatrix_Observer1Raw count matrix of PCT image processing. Each row represents one image, the first and second column are PCT and camera number, the thirds represents the unique image ID. The remaining columns are the species counts with the headings corresponding to the SpeciesID_List file. Oberserver 1 is L. WidmerCommunityMatrix_Observer2Raw count matrix of PCT image processing. Each row represents one image, the first and second column are PCT and camera number, the thirds represents the unique image ID. The remaining columns are the species counts with the headings corresponding to the SpeciesID_List file. Oberserver 2 is E. HeuleSpeciesID_ListList of species observed in the study. The ID column represents the 6 letter code used in the community matrices. The last column indicates the position of the species in the water column, 1 referring to a purely benthic and 4 to a pelagic habitat.CommunityMatrix_3507Raw count matrix of 1 of 2 cameras used for examining community disturbance through SCUBA divers (S5)CommunityMatrix_4028Raw count matrix of 2 of 2 cameras used for examining community disturbance through SCUBA divers (S5)SpeciesLength_ListSpecimens used for size comparison from the cichlid collection at University Basel. ID corresponds with SpeciesID_List, SL (Standard Length), TL (Total Length), W (Weight)