cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4jnnp6
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mus macedonicus Petrov & Ruzic, 1983"
 ]
}

 The dataset includes 264 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005909-250227182400228/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.28539515
title: hc-PDmice-BPS-brian-Nanodrop.xlsx

description: aaaaa
DOI: 10.15468/dl.ha4stp
title: Occurrence Download

description: A dataset containing 958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Rhus chinensis Mill.",
 "Year 1990-2025"
 ]
}

 The dataset includes 958 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005921-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tr6mw
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erica scoparia L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 74 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005922-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je99s9
title: Occurrence Download

description: A dataset containing 6899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aurinia saxatilis (L.) Desv.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 6899 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005923-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwy4n8
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erodium carvifolium Boiss. & Reut.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005910-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/9eb6a1bc25504251
title: Custom collection of microwave radiometer data from Cabauw between 1 Jun and 1 Sep 2024
DOI: 10.15468/dl.jt5jrn
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Avena strigosa Schreb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 995 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005911-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvd898
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupatorium cannabinum L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005912-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3m5z3
title: Occurrence Download

description: A dataset containing 97692 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MVZ Bird Observations (Arctos)"
 ]
}

 The dataset includes 97692 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005907-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ta8w-a151
title: Winter UAV Remote Sensing Dataset for Farmland Boundary Detection: A High-Resolution Multi-Terrain Agricultural Image Collection

description: This study introduces a high-resolution UAV (Unmanned Aerial Vehicle) remote sensing image dataset aimed at advancing the development of deep learning-based farmland boundary extraction techniques and supporting the optimal deployment of Solar Insect Lights (SILs). Agricultural pests pose a significant threat to crop health and yield, while traditional pest control methods often cause environmental pollution. Solar Insect Lights offer an environmentally friendly and efficient alternative, with their deployment needing to be customized according to the unique characteristics of each farmland. Field ridges, as natural boundaries, are ideal locations for placing Solar Insect Lights. However, accurately extracting ridge information from remote sensing images is crucial for achieving this goal. This dataset, captured using UAV technology, includes high-resolution images of various farmland types with different topographical and environmental conditions. These images, with sub-decimeter GSD (Ground Sample Distance), provide rich detail for deep learning models to support more accurate farmland boundary extraction. The release of this dataset aims to address the scarcity of data in this field.
DOI: 10.15468/dl.d26pcf
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is Observation.org, Nature data from around the World",
 "GadmGid is DEU.9_1",
 "TaxonKey is Pelobates fuscus (Laurenti, 1768)"
 ]
}

 The dataset includes 76 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005924-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejds7m
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia characias L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 96 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005925-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h87wc9
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Averrhoa bilimbi L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 830 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005914-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v329j2
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Medicago sativa L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 596 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005915-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uvxq7
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia matritensis Boiss.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 76 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005926-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjfw56
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is DEU.9_1",
 "TaxonKey is Pelobates fuscus (Laurenti, 1768)"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005928-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eapen4
title: Occurrence Download

description: A dataset containing 22396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Botaurus stellaris (Linnaeus, 1758)",
 "Year 2022-2025"
 ]
}

 The dataset includes 22396 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005916-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j93rn3
title: Occurrence Download

description: A dataset containing 5967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Axonopus compressus (Sw.) P.Beauv.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 5967 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005917-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axqyfa
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia minuta Loscos & J.Pardo",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005929-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95djd2
title: Occurrence Download

description: A dataset containing 49798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus grus (Linnaeus, 1758)",
 "Year 2024-2025"
 ]
}

 The dataset includes 49798 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005930-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65dpza
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferula loscosii Willk.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005932-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5bqr5
title: Occurrence Download

description: A dataset containing 5877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Axonopus fissifolius (Raddi) Kuhlm.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 5877 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005918-250227182400228/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.28539212
title: [Dataset] Assessment of Permeance and Selectivity of Thin-Film Composite Polyamide Membranes for Diverse Applications

description: Data for the paper entitled "Assessment of Permeance and Selectivity of Thin-Film Composite Polyamide Membranes for Diverse Applications".
DOI: 10.6084/m9.figshare.28539212.v1
title: [Shared Research Data] Assessment of Permeance and Selectivity of Thin-Film Composite Polyamide Membranes for Diverse Applications

description: Data for the paper entitled "Assessment of Permeance and Selectivity of Thin-Film Composite Polyamide Membranes for Diverse Applications".
DOI: 10.15468/dl.7hfr4w
title: Occurrence Download

description: A dataset containing 5052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((-5.42771 46.65972,6.69792 52.32962,8.93296 53.65856,9.59742 53.53775,15.09058 53.5978,16.40892 53.70188,16.70558 54.40379,19.14968 54.10085,29.47171 54.63907,27.91482 56.89059,32.14065 60.4708,27.02518 66.67868,21.24247 66.50195,15.23735 64.18393,13.23564 60.4708,5.22882 59.46913,-5.70342 61.39275,-18.57158 54.18956,-5.42771 46.65972))",
 "HasGeospatialIssue is false",
 "TaxonKey is Cordylophora caspia (Pallas, 1771)"
 ]
}

 The dataset includes 5052 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005933-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57770/poswip
title: Preliminary Rapid Assessment of Light Penetration in Human Tissue

description: As biophotonics advances, the demand for various light sources in medical engineering applications is rising. The development of medical devices often relies on in-vitro data sourced from human and other tissue samples. However, certain human tissues, such as those from the hand, may present irregular contact surfaces and compositional variability. Moreover, even when utilizing light sources with identical wavelengths, beam angles or light distribution variations can result in degrees through human tissue, which may not be fully predictable based on literature-derived parameters. To overcome these challenges, we developed a simple and reproducible testing methodology designed to effectively evaluate the penetration efficiency of various small light sources on human tissue, specifically focusing on the earlobes. By testing conditions where the light source is gently applied to the earlobe, we uncovered several significant findings from commonly available light therapy devices. These findings are often challenging to deduce from existing literature on wavelengths, emphasizing the urgent need for medical device designers to implement a quicker testing process to ensure that their chosen light sources adequately fulfill the penetration requirements in real-world conditions.
DOI: 10.15468/dl.96b5mx
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Termitomyces clypeatus R.Heim"
 ]
}

 The dataset includes 161 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005919-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc119t49
title: CCDC 962740: Experimental Crystal Structure Determination

description: Related Article: Anangamohan Panja|2014|Polyhedron|79|258|doi:10.1016/j.poly.2014.05.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc119t5b
title: CCDC 962741: Experimental Crystal Structure Determination

description: Related Article: Anangamohan Panja|2014|Polyhedron|79|258|doi:10.1016/j.poly.2014.05.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc119t6c
title: CCDC 962742: Experimental Crystal Structure Determination

description: Related Article: Anangamohan Panja|2014|Polyhedron|79|258|doi:10.1016/j.poly.2014.05.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17414490
title: Action Enhances Tactile Sensitivity Through Prediction

description: This repository contains the behavioral data and analysis outputs for the manuscript“Action Refines Tactile Sensitivity Through Prediction” (D’Onofrio Pacheco & Zimmermann, Heinrich-Heine University Düsseldorf).

All data are organized in two main folders corresponding to the two experiments.

Experiment 1/1. CSV_Participant/

Contains the raw data for each participant in Experiment 1.Each participant has an individual subfolder with the following conditions:

Active/ – trials recorded during self-generated movements.

Passive/ – trials recorded during externally driven movements.

Control/ – trials recorded at rest (no movement).

2. PSE_and_JND/

Contains the fitted psychometric results (based on cumulative Gaussian fits) for all participants in Experiment 1.

PSEresults_Cumulative_gaussian.xlsx – Point of Subjective Equality (PSE, sensory bias) values for:

Active (overall), Passive (overall), and Control conditions.

Active condition divided by timestamps (0, 100, 200, 300 ms).

Passive condition divided by movement velocity (Slow, Medium, Fast).

JNDresults_Cumulative_gaussian.xlsx – Just Noticeable Difference (JND, sensory precision) values for the same conditions listed above.

Experiment 2/

Contains the data from Experiment 2, which examined how spatial and temporal predictability affect tactile sensitivity.

1. Spatial_Predictability/

Includes a single file containing both PSE and JND data.The dataset is divided into three velocity predictability groups:

1v (High Predictability)

2v (Medium Predictability)

3v (Low Predictability)

2. Temporal_Predictability/

Includes a single file containing both PSE and JND data.This dataset compares temporal predictability conditions:

1v (High Predictability)

3t (Low Predictability)

Notes

All CSV files are comma-separated and include participant ID, condition labels, trial number, and response variables.

Excel files contain the averaged and fitted psychometric parameters (PSE and JND) used for group-level analyses.

Naming conventions follow the terminology used in the manuscript Methods section.

Data can be analyzed using MATLAB, JASP, or any statistical software supporting CSV/XLSX formats.
DOI: 10.5281/zenodo.17414491
title: Action Enhances Tactile Sensitivity Through Prediction

description: This repository contains the behavioral data and analysis outputs for the manuscript“Action Refines Tactile Sensitivity Through Prediction” (D’Onofrio Pacheco & Zimmermann, Heinrich-Heine University Düsseldorf).

All data are organized in two main folders corresponding to the two experiments.

Experiment 1/1. CSV_Participant/

Contains the raw data for each participant in Experiment 1.Each participant has an individual subfolder with the following conditions:

Active/ – trials recorded during self-generated movements.

Passive/ – trials recorded during externally driven movements.

Control/ – trials recorded at rest (no movement).

2. PSE_and_JND/

Contains the fitted psychometric results (based on cumulative Gaussian fits) for all participants in Experiment 1.

PSEresults_Cumulative_gaussian.xlsx – Point of Subjective Equality (PSE, sensory bias) values for:

Active (overall), Passive (overall), and Control conditions.

Active condition divided by timestamps (0, 100, 200, 300 ms).

Passive condition divided by movement velocity (Slow, Medium, Fast).

JNDresults_Cumulative_gaussian.xlsx – Just Noticeable Difference (JND, sensory precision) values for the same conditions listed above.

Experiment 2/

Contains the data from Experiment 2, which examined how spatial and temporal predictability affect tactile sensitivity.

1. Spatial_Predictability/

Includes a single file containing both PSE and JND data.The dataset is divided into three velocity predictability groups:

1v (High Predictability)

2v (Medium Predictability)

3v (Low Predictability)

2. Temporal_Predictability/

Includes a single file containing both PSE and JND data.This dataset compares temporal predictability conditions:

1v (High Predictability)

3t (Low Predictability)

Notes

All CSV files are comma-separated and include participant ID, condition labels, trial number, and response variables.

Excel files contain the averaged and fitted psychometric parameters (PSE and JND) used for group-level analyses.

Naming conventions follow the terminology used in the manuscript Methods section.

Data can be analyzed using MATLAB, JASP, or any statistical software supporting CSV/XLSX formats.