cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5gc9vn
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus seeberi (Gilchrist & Thompson, 1913)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026720-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15612964
title: Economic Impact of Migration in Thailand and Malaysia

description: This is data used for an article titled "An empirical analysis of economic impact of migration in Malaysia and Thailand from 1991 to 2023".
DOI: 10.5281/zenodo.15612965
title: Economic Impact of Migration in Thailand and Malaysia

description: This is data used for an article titled "An empirical analysis of economic impact of migration in Malaysia and Thailand from 1991 to 2023".
DOI: 10.15468/dl.ntta24
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus seeberi (Gilchrist & Thompson, 1913)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026722-250525065834625/datasets/export for details.
DOI: 10.15468/dl.49m46k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus seeberi (Gilchrist & Thompson, 1913)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026723-250525065834625/datasets/export for details.
DOI: 10.7939/r30c4sn44
title: Lexical Database of Vietnamese
title: Constructing two Vietnamese corpora and building a lexical database

description: A lexical database of Vietnamese contains various lexical information derived from two Vietnamese corpora. Please read the README file for detail instructions.
DOI: 10.15468/dl.9a7rkq
title: Occurrence Download

description: A dataset containing 615105 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'FR'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 615105 records were derived from 23793 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026711-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a43rd4
title: Occurrence Download

description: A dataset containing 3367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-5.363788 40.960056, -5.366402 41.011362, -5.434194 41.011362, -5.431547 40.960056, -5.363788 40.960056))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3367 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043015-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rh7rs6
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleria tessellata",
 "Continent is Africa"
 ]
}

 The dataset includes 512 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17873885
title: Table 1: List of selected studies.
DOI: 10.5281/zenodo.17873884
title: Table 1: List of selected studies.
DOI: 10.15468/dl.rhvawk
title: Occurrence Download

description: A dataset containing 4697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecus mitis"
 ]
}

 The dataset includes 4697 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043016-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmscrn
title: Occurrence Download

description: A dataset containing 754258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Country derived from coordinates, Continent derived from coordinates, Taxon match higher rank, Occurrence status inferred from individual count)",
 "TaxonKey is Plectrophenax nivalis"
 ]
}

 The dataset includes 754258 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042888-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwgrxu
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecus diana"
 ]
}

 The dataset includes 192 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043017-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/m1n6-ys26
title: "Sensor data from over 100 participants recorded with the emteqPRO Pico 3 VR headset during empathy-evoking VR experiences"

description: "The aim of this dataset was to investigate how participants\u2019 empathy is related to changes in their physiological attributes measured by different sensors (inertial measurement unit, photoplethysmogram, electromyography (EMG), and a 3-axis accelerometer). Using a VR headset, 105 participants were immersed in three-dimensional 360\u00b0 videos of actors expressing different emotions (sadness, happiness, anger, and anxiousness). Participants reported their experience of empathy through short questionnaires. Based on their sensor and questionnaire data, different predictive models could be developed to predict a person's empathy score or other affective states using physiological arousal measurements obtained while watching VR videos.For recording participants' sensor data and performing calibration, we relied on the Emteq SDK, while Emteq DAB Tools served as a tool for accessing and reviewing results without the need to send them to the Emteq Emotion AI Engine. OpenFace was used for real-time data observation, data retrieval, and transmission to the Emteq Emotion AI Engine for further processing. Recorded variables included session time, EMG contact impedance, raw and filtered EMG signals, EMG amplitude (root-mean-square) for sensors 0\u20136, raw PPG signals, average heart rate (beats per minute), heart rate variability (HRV) metrics, and IMU measurements along each axis, resulting in a total of 57 features. Following further processing, the Emotion AI Engine applied fusion and ML algorithms to derive 27 additional variables per session (participant), referred to as affective insights. These were organized into nine categories: seven HRV and three respiratory features from PPG; two facial expression features from EMG; four arousal and four valence features from combined EMG and PPG data; one facial activation and one facial valence feature from EMG; one head motion feature from IMU; and four normalized muscle activation metrics from EMG electrodes on the zygomaticus, corrugator, frontalis, and orbicularis muscles."
DOI: 10.15468/dl.595bt9
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephasoma pellucidum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b4n5e
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Continent derived from coordinates)",
 "TaxonKey is Psammobates geometricus"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043019-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2nmfs
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allochrocebus lhoesti"
 ]
}

 The dataset includes 537 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043023-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqqqs5
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerocarpus africanus",
 "Continent is Africa"
 ]
}

 The dataset includes 247 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043022-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q2ppt
title: Occurrence Download

description: A dataset containing 2818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-1.367838 40.925945, -1.368487 40.975954, -1.434556 40.975954, -1.433876 40.925945, -1.367838 40.925945))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2818 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043024-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zpijum
title: Seabird Atlas of South-eastern Australian Waters 1975-1993

description: Seabird Atlas of South-eastern Australian Waters derived from multiple sources. Data from paper by Reid, T.A., Hindell, M.A., Eades, D.W. and Newman, M. 2002 Seabird Atlas of South-eastern Australian Waters, Birds Australia Monograph 4, Birds Australia, Melbourne. The following surveys/voyages have been removed as they exist in the existing OBIS dataset ANARE WoV - WOCE91, geosci , 1988/89 v4, 1989/90 v3, fishog and Thirst
DOI: 10.57760/sciencedb.iga.01041
title: Soil Organic Matter Content Dataset of 10m Resolution Farmland in Sanjiang Plain (2022)
title: 三江平原10m分辨率耕地土壤有机质含量数据集（2022年）

description: a. Data content (data file/table name, including observation indicators) The 10m resolution farmland soil organic matter content dataset in the Sanjiang Plain reflects the soil organic matter content of farmland in the Sanjiang Plain. Contains a variable of soil organic matter content. b. Construction purpose By mapping soil organic matter content, provide data support for various agricultural research. c. Service target It can serve a wide range of agricultural managers, producers, and scientific researchers in related disciplines such as agronomy, ecology, and climate change science. d. Time range of data 2022 e. The spatial scope of data Heilongjiang Province, Jilin Province, Liaoning Province f. Projection method of data WGS_1984_UTM_Zone_50N
description: a. Data content (data file/table name, including observation indicators) The 10m resolution farmland soil organic matter content dataset in the Sanjiang Plain reflects the soil organic matter content of farmland in the Sanjiang Plain. Contains a variable of soil organic matter content. b. Construction purpose By mapping soil organic matter content, provide data support for various agricultural research. c. Service target It can serve a wide range of agricultural managers, producers, and scientific researchers in related disciplines such as agronomy, ecology, and climate change science. d. Time range of data 2022 e. The spatial scope of data Heilongjiang Province, Jilin Province, Liaoning Province f. Projection method of data WGS_1984_UTM_Zone_50N
DOI: 10.15468/dl.8c82ta
title: Occurrence Download

description: A dataset containing 8153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coturnix japonica"
 ]
}

 The dataset includes 8153 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8p4v9
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myzobdella lugubris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 157 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043028-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erqfh8
title: Occurrence Download

description: A dataset containing 5715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerocarya birrea",
 "Continent is Africa"
 ]
}

 The dataset includes 5715 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043029-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssbe9j
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-5.211854 40.827367, -5.214488 40.880845, -5.285116 40.880845, -5.282445 40.827367, -5.211854 40.827367))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 815 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043030-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29556857
title: Dataset for "Variation in leaf utilization sites among three

description: This dataset contains raw data, R script, macro of ImageJ, and image files which are used in "Variation in leaf utilization sites among three <i>Calystegia</i> (Solanales: Convolvulaceae)-feeding leaf beetle species (Coleoptera: Chrysomelidae) partly explains differences in competitiveness: A case study of spatial analysis". In this study, the position of feeding scars and oothecae within leaves were analyzed and compared among leaf beetles (Coleoptera: Chrysomelidae) to address the question of which wears consuming different sites among leaf beetle species can realize spatial niche partitioning. Specifically, images of consumed leaves were divided in a grid, and linked to relatively vertical or horizontal position, and status of leaf surface (i.e., lamina, vein, feeding scars, and oothecae) using assignment of unique symbols.Below is a description of each file.Objects_adjiacent_to_eggs (.csv): number of symbols which indicates status of leaf consumption in a square adjacent to othecae.Spatial_position_of_objects_on_leaves (.csv): number of symbols which indicates status of leaf consumption within a leaves. number of X and Y axis means order of grids from top left corner (x =0, y = 0) to bottom right corner (x = max, y = max).Analysis_for_each_colmun (.ijm): After importing the image of the leaves, which was transformed to a cluster of symbols, to ImageJ, by selecting the column of symbols that and then running this macro, everything can be performed from binarization to particle analysis. Furthermore, after the analysis, the column was deleted, preventing double counting.Analysis_for_adjacent_to_egg (.ijm): The above operations can be applied to the analysis adjacent to oothecae.Analysis_for_between_veins: (.ijm): The above operations can be applied to the analysis between leaf veins.Spatial _analysis (.r): R script. For perfoming the 2-D Kernel density estimation and calculating Hellinger distance, using Spatial_position_of_objects_on_leaves. csv.PCA_to _eggs (.r): R script. For performing Principal component analysis using Objects_adjiacent_to_eggs. csv.SVG_File_for_spatial_analysis (.zip): svg image files which contained raw image, grids, and each symbols which indicates leaf-surface status. All images were prepared using drawing software, Inkscape.PCA_for_feeding scars (.csv): Raw and summarised numbers of each symbols that are positioned adjacent feeding scarsPCA_for_feeding scars: area(cm<sup>2</sup>) of each feeding scars. Ad, At and Ln are <i>Aspidimorpha difformis</i>, <i>Aspidimorpha transparipennis</i> and L<i>accoptera nepalensis</i>, respectively. Numbers in column of "2cmpixels" are used to correspond pixels and cm. The numbers in the "Binary" column are the values ​​of the top slider when binarization is performed.