cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24944643.v3
title: Files for Download.xlsx

description: The structure of plant-pollinator mutualistic interactions is important for pollination network stability and robustness in the face of environmental change. Even slight changes in seasonal or annual precipitation patterns (e.g., drought) can disrupt the critical plant-pollinator mutualisms that comprise healthy pollination systems, primarily through changes in the availability of floral resources. Increased instances of drought across regions, especially in the southwestern United States, is a likely threat to plant and pollinator species richness, phenology, and mutualistic associations. In this paper, we evaluate the impacts of short-term drought on the plant-pollinator communities of the San Francisco Peaks in northern Arizona. Specifically, we evaluate how plant and pollinator species abundance, richness, mutualistic interactions, and degree of pollinator generalization differed between a “wet year” (2017) and “dry year” (2018) on the San Francisco Peaks, and how these shifts may be further impacted at three different life zones (elevation zones). We determine that that plant richness and abundance decreased in the dry year, and overall pollinator species generalization increased in the dry year, with a larger number of species considered to be “core generalists”. Additionally, the timing of plant and pollinator activity periods were less consistent in the dry year; there was delayed blooming for many floral resources until after monsoon rains began, and insect activity tended to start and continue later in the season for all life zones. Finally, at the highest life zone Spruce Fir, over half of the pollinator species that foraged during both years showed increases in their total plant partners in the dry year. Increased pollinator generalization for some species in the dry year, despite fewer floral resources, may suggest some degree of plasticity when it comes to partner choice, which may be buffering this local pollination system from community collapse when resources are scarce, especially at higher elevation communities. With changing climate, uncovering which pollinator species and plant-pollinator associations are most critical for local community stability in drought conditions is important for understanding pollination network structure and informing conservation decisions on local scales.
DOI: 10.5518/962
title: Nepal Stressor Interaction Model (Nepal SIM)

description: "A detail-rich, ethnographically informed agent-based model of a Nepalese smallholder village that was originally created for the purpose of studying the impact of multiple stressors on mountain communities, but which can potentially be adapted to serve other purposes. The model was created in NetLogo 5.0.5 but additionally calls on R scripts and .CSV inputs that are included in the package. Example R scripts for conducting analysis of model outputs are also included, along with example output. The ODD protocol for the model and details of how to run the code are provided in a MethodsX paper titled: An empirically informed agent-based model of a Nepalese smallholder village.
project title: Modelling the Combinatory Impact of Stressors on Mountain Communities."
DOI: 10.17031/6683e48d1c9d0
title: 2015 Department of the Environment Northern Ireland (DENI) Glenarm Undaria pinnatifida records

description: A collection of Non-Native Species sightings from Department of the Environment Northern Ireland (DENI). The species listed is Undaria pinnatifida.
description: Part of MSFD NNS baseline data collation project (Jan 2016). Subset of a dataset as we were only pulling out records for a selection of INNS. Contains records for Undaria pinnatifida.
DOI: 10.34740/kaggle/dsv/8915306
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.18715/ipgp.2024.ly33jn7r
title: Paleomagnetic and 14C data related to : High-resolution relative paleointensities over the last 40 ka from marine sediments in the western equatorial Pacific : magnetic events and interhemispheric correlation

description: Paleomagnetic and carbon-14 data spanning the past 40,000 years from core MD01-2385 (western equatorial Pacific, Papua-New Guinea).
DOI: 10.5281/zenodo.11275944
title: Datasets supplementing journal article "Exceptionally Stable Cobalt Nanoclusters on Functionalized Graphene" in Small Structures 2024

description: Datasets supporting the journal article "Exceptionally Stable Cobalt Nanoclusters on Functionalized Graphene".
DOI: 10.5281/zenodo.12699819
title: Datasets supplementing journal article "Exceptionally Stable Cobalt Nanoclusters on Functionalized Graphene" in Small Structures 2024

description: Datasets supporting the journal article "Exceptionally Stable Cobalt Nanoclusters on Functionalized Graphene", Small Structures 2024, 2400055 (https://doi.org/10.1002/sstr.202400055).

STM raw and analysed data (.sm4, .gwy) can be opened with open source Gwyddion software (http://gwyddion.net/).

STM time-lapse video (.mp4) showing the exposure of Co cluster on G/Ni(100) to CO gas. The pressures corresponding to each step are indicated. The initial stage consists of a 30-minute period without CO, followed by 30-minute intervals at each pressure step. Total time of the video 2 h.
DOI: 10.5281/zenodo.8300879
title: Datasets supplementing journal article "Exceptionally Stable Cobalt Nanoclusters on Functionalized Graphene"

description: Datasets supporting the journal article "Anchored Metal Nanoclusters Withstanding Realistic Catalytic Conditions".


Time-lapse video showing the exposure of Co cluster on G/Ni(100) to CO gas. The pressures corresponding to each step are indicated. The initial stage consists of a 30-minute period without CO, followed by 30-minute intervals at each pressure step. Total time of the video 2 h.
DOI: 10.15468/dl.kkhh9q
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.2.47_2",
 "Geometry POLYGON((-35.73914 -9.552,-35.72803 -9.552,-35.72803 -9.54407,-35.73065 -9.54245,-35.73914 -9.54407,-35.73914 -9.552))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 11 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018201-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005304.v1.0.1
title: Neural Bases of Psychological Reactance: An fMRI Study on Assertive and Non-assertive Health Communication
DOI: 10.17031/66840ef6b8130
title: 2005 Environment Agency (EA) Thames Eriocheir sinensis and Crassosstrea records
title: 2005 Environment Agency (EA) Thames Eriocheir sinensis and Magallana records

description: A collection of Non-Native Species sightings from Environment Agency (EA). The species listed are Eriocheir sinensis and Crassosstrea.
description: Part of MSFD NNS baseline data collation project (Jan 2016). Subset of a dataset as we were only pulling out records for a selection of INNS. Contains records for Eriocheir sinensis and Crassosstrea.

Please see M Davison. Corbicula fluminea in the River Thames (2006) Mollusc World Issue 10 

These records were collected during an Environment Agency kick-net sample taken on the 20th October 2005.
DOI: 10.5281/zenodo.12204275
title: Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding

description: Data repository for the paper "Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding" by Himanshu Aggarwal, Liza Al-Shikhley and Bertrand Thirion.

 





A preprint version of this work can be found here: https://hal.science/hal-04636523





 

This data consists of downsampled 3mm event-wise GLM effect-size maps of fMRI datasets used in the study. Here, N_samples refers to the number of samples per subject, N_subjects to the number of subjects in the cohort, and N_classes to the number of classes in the prediction task.

 





Dataset
Task
N_samples
N_subjects
N_classes
Stimuli labels


Neuromod
Visual n-back
50
4
4
images of body/face/place/tools


AOMIC
Emotion anticipation
61
203
4
negative/neutral emotion images and cue for negative/neutral emotion images


Forrest
Music genre perception
175
10
5
ambient/country/metal/rocknroll/symphonic music


BOLD5000
Image-Net image viewing
332
3
4
images of furniture/vehicle/animal/person


RSVP-IBC
RSVP languages
360
13
6
type of text: jabberwocky/complex/simple/word list/pseudoword list/consonant strings
DOI: 10.5281/zenodo.12204274
title: Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding

description: Data repository for the paper "Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding" by Himanshu Aggarwal, Liza Al-Shikhley and Bertrand Thirion.

 





A preprint version of this work can be found here: https://hal.science/hal-04636523





 

This data consists of downsampled 3mm event-wise GLM effect-size maps of fMRI datasets used in the study. Here, N_samples refers to the number of samples per subject, N_subjects to the number of subjects in the cohort, and N_classes to the number of classes in the prediction task.

 





Dataset
Task
N_samples
N_subjects
N_classes
Stimuli labels


Neuromod
Visual n-back
50
4
4
images of body/face/place/tools


AOMIC
Emotion anticipation
61
203
4
negative/neutral emotion images and cue for negative/neutral emotion images


Forrest
Music genre perception
175
10
5
ambient/country/metal/rocknroll/symphonic music


BOLD5000
Image-Net image viewing
332
3
4
images of furniture/vehicle/animal/person


RSVP-IBC
RSVP languages
360
13
6
type of text: jabberwocky/complex/simple/word list/pseudoword list/consonant strings
DOI: 10.5281/zenodo.8260807
title: CUG_MISDataset

description: The effective and rapid acquisition of wide-area mine occupation information is crucial for ecological geo-environmental protection and sustainable development. We constructed a dataset using Hubei Province as the research area to address the lack of a remote sensing instance segmentation dataset for mining land occupation (CUG_MISDataset). The CUG_MISDataset comprises 1426 image blocks and more than 3000 instances, covering all 150 types of mines found in China’s Hubei province. It features multiple mine types, various land occupations, and complex instance scales. This study compares the performance of seven mainstream remote sensing instance segmentation models using the proposed CUG_MISDataset. The results show that different types of land elements can be identified and segmented using the given instance segmentation algorithms, thus providing representative data support for relevant segmentation research.
DOI: 10.5281/zenodo.8281354
title: CUG_MISDataset

description: The effective and rapid acquisition of wide-area mine occupation information is crucial for ecological geo-environmental protection and sustainable development. We constructed a dataset using Hubei Province as the research area to address the lack of a remote sensing instance segmentation dataset for mining land occupation (CUG_MISDataset). The CUG_MISDataset comprises 1426 image blocks and more than 3000 instances, covering all 150 types of mines found in China’s Hubei province. It features multiple mine types, various land occupations, and complex instance scales. This study compares the performance of seven mainstream remote sensing instance segmentation models using the proposed CUG_MISDataset. The results show that different types of land elements can be identified and segmented using the given instance segmentation algorithms, thus providing representative data support for relevant segmentation research.
DOI: 10.5281/zenodo.10180468
title: National-scale tree species/genera map for Poland from Sentinel-2 time series

description: Map of 16 dominant tree species/genera in Poland based on classification of time series of Sentinel-2 imagery. This dataset is associated with the article by Grabska-Szwagrzyk et al. (2024): Map of forest tree species for Poland based on Sentinel-2 data.

The map is provided as GeoTiff file. In addition, training and test data is provided in shapefile format. The map can be explored online in a webviewer.
DOI: 10.5281/zenodo.10180469
title: National-scale tree species/genera map for Poland from Sentinel-2 time series

description: Map of 16 dominant tree species/genera in Poland based on classification of time series of Sentinel-2 imagery. This dataset is associated with the article by Grabska-Szwagrzyk et al. (2024): Map of forest tree species for Poland based on Sentinel-2 data.

The map is provided as GeoTiff file. In addition, training and test data is provided in shapefile format. The map can be explored online in a webviewer.
DOI: 10.6084/m9.figshare.26215184
title: BIOMETRIC-DATASET

description: Project OverviewThis study aims to assess and compare stress responses in healthcare professionals during simulated pericardiocentesis, utilizing both a conventional mannequin and a virtual reality (VR) environment. Pericardiocentesis, crucial in managing cardiac tamponade, demands precision and decision-making under pressure, potentially inducing significant stress.MethodologyParticipants will perform the procedure in both simulated environments, with biometric indicators such as heart rate, skin conductance, and eletromyography recorded with a biosignal plux device, to evaluate stress intensity. Subjective stress assessments will complement biometric data, with statistical analysis identifying significant differences between simulation methods.SignificanceThe findings will elucidate the effectiveness of VR simulation in medical training compared to traditional mannequin-based methods, potentially guiding training decisions and improving healthcare professionals’ readiness for high-stress situations, thereby enhancing patient safety and treatment efficacy.ConclusionThis research aims to inform on the optimal use of VR technology in medical education and understand the psychological impacts of emergency medical procedures on healthcare providers, supporting technological innovation and psychological insights in medical education.FilesFiles were recorded adquired during the performing of pericardiocentesis in both scenarios using a biosignal plux device. Files are en txt format. This are the first 10 subjects of the project. The entire dataset is of 65 alumni, although some files are recorded sith some errors. If you need the complete dataset, please let me know.Thanks!
DOI: 10.15468/dl.pf58px
title: Occurrence Download

description: A dataset containing 3101156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rodentia",
 "Year 2000-2024"
 ]
}

 The dataset includes 3101156 records from 4442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018207-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ggnf7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Afrixalus knysnae (Loveridge, 1954)",
 "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 ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030358-250525065834625/datasets/export for details.
DOI: 10.15468/dl.xs4ccy
title: Occurrence Download

description: A dataset containing 1000490 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museums Victoria provider for OZCAM"
 ]
}

 The dataset includes 1000490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0418036-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k0phvh
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is false",
 "TaxonKey is Rhamnus sintenisii Rech.fil."
 ]
}

 The dataset's 2 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015627-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p97txn
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiruromys vates (Thomas, 1908)"
 ]
}

 The dataset includes 160 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0351362-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga56b9
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysoblephus laticeps (Valenciennes, 1830)"
 ]
}

 The dataset includes 977 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038081-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6umte3
title: Occurrence Download

description: A dataset containing 958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus elegans (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 958 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121895-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7h7rt
title: Occurrence Download

description: A dataset listing the 8958 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España"
 ]
}

 The dataset's 8958 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330518-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns84qe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Fusarium circinatum",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122094-210914110416597/datasets/export for details.
DOI: 10.15468/dl.36mqkm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ips calligraphus",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122106-210914110416597/datasets/export for details.
DOI: 10.15468/dl.3g4tn6
title: Occurrence Download

description: A dataset containing 12832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-73.8367760999999945 40.7401063000000008, -73.8367760999999945 40.7419577599999982, -73.8367760999999945 40.7445292399999985, -73.8367760999999945 40.7467921399999966, -73.8367760999999945 40.7484378799999973, -73.8367760999999945 40.7503922000000003, -73.8342085599999933 40.7503922000000003, -73.8325654399999962 40.7503922000000003, -73.8296899700000040 40.7503922000000003, -73.8280468500000069 40.7503922000000003, -73.8254794700000048 40.7503922000000003, -73.8232201800000070 40.7503922000000003, -73.8204474099999999 40.7503922000000003, -73.8193176000000051 40.7503922000000003, -73.8193176000000051 40.7483350199999990, -73.8193176000000051 40.7472035700000035, -73.8193176000000051 40.7453521099999989, -73.8193176000000051 40.7433977900000031, -73.8193176000000051 40.7420606199999966, -73.8193176000000051 40.7401063000000008, -73.8221932299999963 40.7401063000000008, -73.8250686899999948 40.7401063000000008, -73.8268145100000055 40.7401063000000008, -73.8281495500000062 40.7401063000000008, -73.8298953599999948 40.7401063000000008, -73.8313330900000011 40.7401063000000008, -73.8334896899999933 40.7401063000000008, -73.8351328100000046 40.7401063000000008, -73.8367760999999945 40.7401063000000008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 12832 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095767-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pawe5
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Trapezia digitalis Latreille, 1828",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 299 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029415-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxm2n8
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dianella ensifolia (L.) Redouté"
 ]
}

 The dataset includes 276 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122142-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.