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

description: A dataset containing 12724 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UConn Mammals"
 ]
}

 The dataset includes 12724 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018874-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u4kee
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001618-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vmd8u
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Sphiggurus mexicanus (Kerr, 1792)"
 ]
}

 The dataset includes 128 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003202-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.peg3ap
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocaulon parkeri B.L.Rob."
 ]
}

 The dataset includes 574 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007978-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn6zwp
title: Occurrence Download

description: A dataset containing 1620302 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1620302 records from 1707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002502-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.464ytm
title: Occurrence Download

description: A dataset containing 1432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Viet Nam, Cambodia, Lao People’s Democratic Republic, Thailand, Malaysia)",
 "Geometry POLYGON((107.84599 21.53215,106.62823 22.05984,106.58763 22.95286,105.49166 23.2776,104.47686 23.15582,102.69082 22.7499,101.22951 22.2628,99.40287 20.96386,97.53565 19.29959,97.37328 17.27,97.65742 14.18502,98.2663 11.95246,97.37328 8.74571,99.44347 6.39138,99.88998 4.03705,101.71661 2.04805,105.12633 0.62733,104.31449 2.94107,104.31449 6.14783,100.38978 8.57486,99.94327 10.64505,100.55215 12.67465,101.48576 12.63406,102.09464 11.78163,103.43417 10.23913,104.69252 9.18374,106.87521 9.35859,110.00078 10.7793,110.12256 14.43257,108.37711 16.50276,106.10396 19.01945,106.9158 20.60253,107.84599 21.53215))",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 1432 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004674-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mrwf7fcg5n.1
title: Skin Picking Disorder - Supplementary Files

description: This is supplementary files for Skin Picking Disorder systematic review paper.
DOI: 10.17632/y8rxxbpjwv.1
title: EEG ML Safety Data

description: Data contains the records used through questionary for obtaining Correlation between emotional states, based on related brain waves and corresponding cortex locations
DOI: 10.15468/dl.fbg5ad
title: Occurrence Download

description: A dataset containing 73083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Spatula smithii E.Hartert, 1891)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 73083 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004675-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au6mm6
title: Occurrence Download

description: A dataset containing 1319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.39646 -18.44098,-68.93928 -18.44098,-68.93928 -15.71853,-74.39646 -15.71853,-74.39646 -18.44098))",
 "HasGeospatialIssue is false",
 "TaxonKey is Charadrius vociferus Linnaeus, 1758",
 "Year 2021-2025"
 ]
}

 The dataset includes 1319 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004676-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6wmzx
title: Occurrence Download

description: A dataset containing 14343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Larus hartlaubii Bruch, 1855)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 14343 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004677-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fr3kv8zhws
title: Gains in genetic enhancement of early maturing advanced cowpea lines

description: This dataset was used in the analysis found in the paper "Gains in genetic enhancement of early maturing advanced cowpea lines".
DOI: 10.17632/fr3kv8zhws.1
title: Gains in genetic enhancement of early maturing advanced cowpea lines

description: This dataset was used in the analysis found in the paper "Gains in genetic enhancement of early maturing advanced cowpea lines".
DOI: 10.15468/dl.5rgdr6
title: Occurrence Download

description: A dataset containing 30290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Hydroprogne caspia (Pallas, 1770))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 30290 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004678-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6phgpq
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Myrmecocichla arnotti (Tristram, 1869))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 506 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004679-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gymjtn8w3t
title: Case data for the Forest Carbon Stock Estimation System

description: This dataset is used for the Forest Carbon Stock Estimation System.
The rest of the data used in the experiment came from the GEE platform, including multi-source remote sensing images such as Landsat and Sentinel in the study area, as well as terrain data such as SRTM and ASTER.
DOI: 10.17632/gymjtn8w3t.1
title: Case data for the Forest Carbon Stock Estimation System

description: This dataset is used for the Forest Carbon Stock Estimation System.
The rest of the data used in the experiment came from the GEE platform, including multi-source remote sensing images such as Landsat and Sentinel in the study area, as well as terrain data such as SRTM and ASTER.
DOI: 10.15468/dl.uctw6r
title: Occurrence Download

description: A dataset containing 7516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Trigonoceps occipitalis (Burchell, 1824))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 7516 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004680-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ad85b
title: Occurrence Download

description: A dataset containing 1600994 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (santander, santander province, santander department, santander dept., santander del sur, santander dept, santander sur, santander s., santander sue, santander/n. y cesar, santander (?), santander , barbosa, santander. sur, santander-popayan road, rio mandiva. in roadside garden., santander dpt.)"
 ]
}

 The dataset includes 1600994 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004624-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zaps3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "StateProvince is one of (antioquia department, antioquia dept., antioquia dept, antioquia (porce), antioquia dpt., antioquia ?, antioquia departamento, antioquia prov.)"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004685-250117142028555/datasets/export for details.
DOI: 10.15468/dl.hus49p
title: Occurrence Download

description: A dataset containing 919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagopus muta (Montin, 1781)",
 "Year 2000-2025"
 ]
}

 The dataset includes 919 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004684-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y3k99
title: Occurrence Download

description: A dataset containing 41209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Littorina littorea (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41209 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004683-250117142028555/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.28242119
title: Cascaded_Parkinsson_disease

description: Parkinson’s disease (PD) is a progressive neurodegenerative disorder.
DOI: 10.6084/m9.figshare.28242119.v1
title: Cascaded_Parkinsson_disease

description: Parkinson’s disease (PD) is a progressive neurodegenerative disorder.
DOI: 10.15468/dl.7eupad
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (6174304)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004686-250117142028555/datasets/export for details.
DOI: 10.17632/g9shp2gxhy.1
title: EEG Dataset for natural image recognition through Visual Stimuli

description: Electroencephalography (EEG) is a technique for measuring the electrical activity of the brain in the form of action potentials using electrodes placed on the scalp. The technique is gaining popularity for research investigations due to its non-invasive nature and ease of application. EEG exposes a wide range of human brain potentials, including event-related, sensory, and visually evoked potentials (VEPs), and helps to build complex applications. The current dataset consists of thirty-two subjects' EEG recordings in response to visual stimuli (VEPs). The purpose of collecting such data is because of its contribution in the advancement of visual decoding and supporting EEG-based image classification and reconstruction. The primary goal is to investigate the cognitive mechanisms behind known and unknown perceptions. The dataset was collected using a standardised experimental setup that included several experimental phases to capture the essence of the experiment. Thirty-five adult participants participated in the data collection process. They had no visual impairment and took the Vividness of Visual Imagery Questionnaire (VVIQ) test to answer sixteen questions based on their memory and imagination. Out of the thirty-five participants, thirty-two cleared the test and their EEG were recorded. The data was collected using a 14-channel EPOC X – 14 EEG device. The recordings were sampled at 128 Hz, and the 10 – 20 system was followed for electrode placement. EMOTIVPro software was used for collection and annotation. The brain activity signals were collected while the participants were viewing an image displayed on a white screen. The image consists of natural objects like apple (class A), flower (class F), car (class C) and human face (class P). The file “VVIQuestionnaire.pdf” is the questionnaire used to ascertain the visual imagination of the participants. The other file “Participant_info.csv” contains the details of the participants (age, gender, image class viewed, and Participant ID) and their VVIQ score. The names of the participants have been purposely removed for reasons of anonymity and a unique participant ID has been assigned to each participant. These IDs are further used to represent the EEG of the participants. Each class folder further contains two subfolders: A1, A2 (for class A); C1, C2 (for class C); P1, P2 (for class P); and F1, F2 (for class F). All these folders contain the data acquired from the different participants who were shown these images as a csv and edf file. This file structure makes data easier to access and analyse based on the class of visual stimuli images and experimental design employed.
DOI: 10.17632/g9shp2gxhy.2
title: EEG Dataset for natural image recognition through Visual Stimuli

description: Electroencephalography (EEG) is a technique for measuring the electrical activity of the brain in the form of action potentials using electrodes placed on the scalp. The technique is gaining popularity for research investigations due to its non-invasive nature and ease of application. EEG exposes a wide range of human brain potentials, including event-related, sensory, and visually evoked potentials (VEPs), and helps to build complex applications. The current dataset consists of thirty-two subjects' EEG recordings in response to visual stimuli (VEPs). The purpose of collecting such data is because of its contribution in the advancement of visual decoding and supporting EEG-based image classification and reconstruction. The primary goal is to investigate the cognitive mechanisms behind known and unknown perceptions. The dataset was collected using a standardised experimental setup that included several experimental phases to capture the essence of the experiment. Thirty-five adult participants participated in the data collection process. They had no visual impairment and took the Vividness of Visual Imagery Questionnaire (VVIQ) test to answer sixteen questions based on their memory and imagination. Out of the thirty-five participants, thirty-two cleared the test and their EEG were recorded. The data was collected using a 14-channel EPOC X – 14 EEG device. The recordings were sampled at 128 Hz, and the 10 – 20 system was followed for electrode placement. EMOTIVPro software was used for collection and annotation. The brain activity signals were collected while the participants were viewing an image displayed on a white screen. The image consists of natural objects like apple (class A), flower (class F), car (class C) and human face (class P). The file “VVIQuestionnaire.pdf” is the questionnaire used to ascertain the visual imagination of the participants. The other file “Participant_info.csv” contains the details of the participants (age, gender, image class viewed, and Participant ID) and their VVIQ score. The names of the participants have been purposely removed for reasons of anonymity and a unique participant ID has been assigned to each participant. These IDs are further used to represent the EEG of the participants. Each class folder further contains two subfolders: A1, A2 (for class A); C1, C2 (for class C); P1, P2 (for class P); and F1, F2 (for class F). All these folders contain the data acquired from the different participants who were shown these images as a csv and edf file. This file structure makes data easier to access and analyse based on the class of visual stimuli images and experimental design employed.
DOI: 10.17632/nyc47gccvt.1
title: Dataset on Enhancing Teacher Training in Nigeria: The Role of Corpus Linguistics

description: For this study, a purposive sampling technique was employed to select 24 undergraduate student-teachers from the English Language Education Department at the University of JT, a pseudonym for a public university in the North Central region of Nigeria. The participants, consisting of second and fourth-year students, were chosen based on shared characteristics such as educational background and class membership. The sample included 11 male and 13 female participants, aged between 18 and 21 years old. Pseudonyms were utilized to ensure anonymity, and all participants provided informed consent before their voluntary involvement in the study
DOI: 10.17632/cjrsdfgk8w.1
title: Data for: Mechanism of the nanoconfinement effect of schwertmannite on Sb(III) immobilization and oxidation

description: Raw data for all figures in the Manuscript and Supplymentary Materials by Jun Shan et al. to be published by Geochimica et Cosmochimica Acta as "Mechanism of the nanoconfinement effect of schwertmannite on Sb(III) immobilization and oxidation"
DOI: 10.17632/rtrcp4gpjy.1
title: Answers to the Stairtext Perception

description: Stairtext perception answers
DOI: 10.17632/3rnd9h4hgx.1
title: The SABR trial and mouse ILDR experiments

description: The SABR trial (NCT02992912): Patients with advanced colorectal cancer (CRC), renal cell carcinoma, non-small cell lung carcinoma (NSCLC) and sarcomas were enrolled in an phase 2 trial. Atezolizumab (anti-PD-L1 Ab) was delivered in combination with concurrent SABR (recommended dose of 45Gy in 3 fractions,) at the 2nd cycle of atezolizumab. Translational analyses were performed in the context of ONCOBIOTICS study in Gustave Roussy (NCT04567446). Thirty-two participants were enrolled in the translational part of this study. Serum samples were collected from these patients at baseline (V1), before the 2nd cycle of αPD-L1 (V2), after SABR (V3) or at 6 months since the 1st cycle of αPD-L1 (V4) and subjected to targeted metabolomic analysis. The relative abundance of metabolites was correlated with patients survival (OS12 and OS24). 

The mouse ILDR experiments: MC38 bearing C57BL/6J mice were subjected to intraperitoneal (i.p.) injections of αPD-L1 Ab with or without 1Gy intestinal low-dose irradiation (ILDR). Plasma samples were collected from these mice at 3 days after ILDR and subjected to targeted metabolomic analysis.
DOI: 10.17632/2wghjchjnv.1
title: SES Analysis Data

description: This data set contains the socioeconomic and ecological variables that have been modeled to green coverage as the response variable. All numbers are standardized to facilitate the comparison of effects in the final model.
DOI: 10.17632/mmnvt2fdmf
title: Supplementary Table 1 Research on the pharmacological effects of plants that are high - frequency drugs with traditional efficacy consistent with three types of diseases but have no natural distribution on the Mongolian Plateau

description: This is a table showing the research on the pharmacological effects of medicinal herbs that are high - frequency ingredients in prescriptions for the top three disease categories (colds and fevers, gastrointestinal diseases, and cardiovascular diseases) in Mongolian medicine prescriptions from Mongolia and Inner Mongolia, but are not distributed on the Mongolian Plateau.
DOI: 10.17632/mmnvt2fdmf.1
title: Supplementary Table 1 Research on the pharmacological effects of plants that are high - frequency drugs with traditional efficacy consistent with three types of diseases but have no natural distribution on the Mongolian Plateau

description: This is a table showing the research on the pharmacological effects of medicinal herbs that are high - frequency ingredients in prescriptions for the top three disease categories (colds and fevers, gastrointestinal diseases, and cardiovascular diseases) in Mongolian medicine prescriptions from Mongolia and Inner Mongolia, but are not distributed on the Mongolian Plateau.
DOI: 10.17632/r6pks6xhvz.1
title: Data for AI-chatbot (1)

description: This is data for AI-chatbot's research
DOI: 10.17632/62vxhv6xdh.1
title: Data for AI-chatbot

description: This is the data for AI-chatbot
DOI: 10.17632/62vxhv6xdh.2
title: Data for AI-chatbot

description: This is the data for AI-chatbot