cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15591761
title: Test Data of the Wireless Sensor Network for Express Diagnostics a State of Plant Based on the Chlorophyll Fluorescence Induction Effect

description: This dataset contains test results from a wireless sensor network developed by the V.M. Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine. The WSN is designed for express diagnostics of state of plant based on the chlorophyll fluorescence induction effect. The network operates on the ZigBee protocol stack (IEEE 802.15.4 standard) in the 2.4 GHz frequency band. WSN includes low-power wireless nodes with adjustable transmission power (0 to -5 dBm) and receiver sensitivity of -95 dBm. The nodes are based on the wireless microcontroller NXP JN5168 with a 32-bit RISC processor. The system supports up to 100 wireless sensors in a single network and includes one coordinator and four sensor nodes. Each sensor has its own unique MAC address.

 

Field Experiment. A full-scale field experiment was conducted in a cherry orchard to test the performance of the WSN under real-world conditions. The experiment consisted of five stages, with sensor clusters deployed at various distances and configurations. The testing procedure included equipment checks, sensor placement, measurement parameter configuration, and validation of data transmission.

Testing Procedure.1. Preparation. Powering on the coordinator and sensors. Battery level check. 2. Measurement. Placing sensors on tree leaves. Measuring sensor height and distance to coordinator. Ensuring all sensors are connected. Setting CFI measurement parameters. Starting data collection. Verifying data storage and transmission.

To evaluate the quality of communication depending on the distance between the sensors (identified as AD, F9, E3, FA) and the coordinator, testing was conducted in clusters at various distances over five stages.

Stage 1. Sensors: AD, F9. Distance to coordinator: 20 m. Sensor height: 2 m. Sensor spacing: 2 m. Self-organization time: 6 s. Measurement duration: 4 minutes.

Stage 2. Sensors: AD, F9. Distance: 60 m. Sensor height: 1.5 m. Sensor spacing: 1 m.Self-organization time: 6.8 s. Measurement duration: 4 minutes.

Stage 3. Sensors: AD, F9. Distance: 40 m. Sensor height: 1.5 m. Sensor spacing: 2 m. Self-organization time: 6.75 s. Measurement duration: 4 minutes. 

Stage 4. Sensors: AD, F9, E3. Distance: 30 m. Sensor height: 2 m. Sensor spacing: 3 m. Self-organization time: 6 s. Measurement duration: 4 minutes.

Stage 5. Sensors: AD, F9, E3, FA. Distance: 30 m. Sensor height: 2 m. Sensor spacing: 3 m. Self-organization time: 6 s. Measurement duration: 4 minutes.

Environmental Parameters Recorded: Air temperature, Air humidity, Wind speed (based on meteorological data)

Total Measurements: 91 measurements were collected from all wireless sensor nodes during the five test stages.
DOI: 10.15468/dl.pwbnbr
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.48157 36.65891,-4.43967 36.65891,-4.43967 36.68429,-4.48157 36.68429,-4.48157 36.65891))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 747 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019785-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3520
title: Patient Flow Data from Hospital Registration System (Not Publicly Available)

description: This dataset contains information about patient movements and registration events in the hospital. The data were accessed through the hospital’s internal clinical system and were used for analysis as part of my PhD research. Due to UHS data protection rules and privacy regulations, the dataset cannot be shared or downloaded. No data were transferred or stored outside the hospital system.
DOI: 10.5281/zenodo.15591820
title: ZAMONAVIY INGLIZ ADABIYOTIDA HIKOYA QILISH USLUBLARI
DOI: 10.5281/zenodo.15591821
title: ZAMONAVIY INGLIZ ADABIYOTIDA HIKOYA QILISH USLUBLARI
DOI: 10.5281/zenodo.15591564
title: Dataset for molecular dynamics simulations of histamine receptor (H1R, H4R) with G protein

description: Molecular Dynamics simulations were performed for the H1R-Gq, H1R-Gi, H1R-Gs, H4R-Gi, and H4R-Gq complexes. This dataset contains the initial protein coordinates and the input/output files for each simulation.
DOI: 10.5281/zenodo.15591565
title: Dataset for molecular dynamics simulations of histamine receptor (H1R, H4R) with G protein

description: Molecular Dynamics simulations were performed for the H1R-Gq, H1R-Gi, H1R-Gs, H4R-Gi, and H4R-Gq complexes. This dataset contains the initial protein coordinates and the input/output files for each simulation.
DOI: 10.15468/dl.jawv4f
title: Occurrence Download

description: A dataset containing 2374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.49997 36.64694,-4.42021 36.64694,-4.42021 36.71172,-4.49997 36.71172,-4.49997 36.64694))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2374 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019788-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20350/digitalcsic/17357
title: FREEOXIDES_interface engineering_metadata

description: Fecha finalización proyecto FREEOXIDES: 31 Marzo 2025.- Los ficheros contienen la raw data de los resultados numéricos (. csv) y imágenes ( .mi).- Los archivos .csv se pueden abrir con Origin, Excel, Numbers. Los archivos ..mi se pueden abrir con Gwyddion, Mountains
description: Metadata del artículo clasificado por figuras dentro de Main manuscript y supporting info. Los archivos corresponden a caracterización estructural (XRD), morfológica (AFM) , fotorespuesta (J vs V) , ferroelectricidad (P-E) y alineación de bandas (XPS)
description: Contiene metadatos del artículo y estan organizados por figuras en Main manuscript y Supporting information
DOI: 10.6084/m9.figshare.29235083
title: Supplemental material for Dance HALO project

description: The Health of Adults Longitudinal Observational study seeks to understand the impact of environmental, structural, and psychological factors pertaining to safe practices and decision-making prior to injury in dancers.A self-report survey was developed based upon the original HALO questionnaire of demographic, lifestyle, physical activity, overall health, and injury history variables. This was supplemented with dance-specific questions pertaining to primary dance style, training floor, career stage, and more. A snowball distribution method was employed, recruiting dancers via professional companies, schools, and social media.448 dancers responded to the survey (35% response rate); the majority were females from contemporary and ballet genres. Three-quarters reported injury impacted their daily lives with an incidence rate of 1.8 injuries/year and 6 injuries across their careers, the spine, hip, knee or ankle being the most reported sites. 22% of participants reported having OA, 5% of these had a physician confirmed diagnosis, with a mean age of diagnosis of 38 years. Former professional dancers had 3.2x increased risk of OA than other participants in this study and current dance teachers had 1.8x risk. Participants reported significant workplace stress, including high expectations, body image, finances and work/life balance and hesitance to report injuries.
DOI: 10.6084/m9.figshare.29235083.v1
title: Supplemental material for Dance HALO project

description: The Health of Adults Longitudinal Observational study seeks to understand the impact of environmental, structural, and psychological factors pertaining to safe practices and decision-making prior to injury in dancers.A self-report survey was developed based upon the original HALO questionnaire of demographic, lifestyle, physical activity, overall health, and injury history variables. This was supplemented with dance-specific questions pertaining to primary dance style, training floor, career stage, and more. A snowball distribution method was employed, recruiting dancers via professional companies, schools, and social media.448 dancers responded to the survey (35% response rate); the majority were females from contemporary and ballet genres. Three-quarters reported injury impacted their daily lives with an incidence rate of 1.8 injuries/year and 6 injuries across their careers, the spine, hip, knee or ankle being the most reported sites. 22% of participants reported having OA, 5% of these had a physician confirmed diagnosis, with a mean age of diagnosis of 38 years. Former professional dancers had 3.2x increased risk of OA than other participants in this study and current dance teachers had 1.8x risk. Participants reported significant workplace stress, including high expectations, body image, finances and work/life balance and hesitance to report injuries.
DOI: 10.20350/digitalcsic/17359
title: Cryo-EM structure of the P1-Fab(P1/MCA4) complex [Dataset]

description: a) Ribbon representations, with three 90° apart views, of the complex between the ectodomain of P1 (brown) and the Fab fragment of Mab P1/MCA4 (light and heavy chains in blue and green, respectively). Insets indicate the main interactions between P1 and the Fab. The epitope is located in the C-domain of P1 closed to the mycoplasma membrane, which is also displayed as a reference. b) Two views of the Fab(P1/MCA4) (shown in green) and the extracellular region of the Nap, with P1 (brown) and P40/P90 (pink transparent). In the “open” conformation of the Nap (left panel) the P1/MCA4 epitope, buried at the center of the Nap, is totally inaccessible to antibodies and a Fab placed there would catastrophically clash with the adhesins. Therefore, to expose the P1/MCA4 epitope the C-domain of P1 has to experience an important rearrangement (right panel).
DOI: 10.34740/kaggle/dsv/12057073
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.b5kdem
title: Occurrence Download

description: A dataset containing 3635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.49105 36.64439,-4.41631 36.64439,-4.41631 36.69782,-4.49105 36.69782,-4.49105 36.64439))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3635 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019794-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20350/digitalcsic/17358
title: Engelman motifs in adhesins [Dataset]

description: a) Transmembrane helices of adhesins from the M. pneumoniae cluster of mycoplasmas contain three highly conserved Engelman motifs (GxxxG sequences), referred as E1 (P140) and E2, E3 (P110) in M. genitalium. b) Mutational analysis, performed in the Engelman motifs of P140 and P110, indicate that motifs E2 and E3 from P110 have important and synergic contributions to adhesion. On the contrary, no effects were observed when E1 from P140 was mutated. c) Changes in adhesion correlate with increasing rates of cells presenting multiple TOs phenotypes.
DOI: 10.5517/ccdc.csd.cc2l3bpr
title: CCDC 2386494: Experimental Crystal Structure Determination

description: Related Article: Kenneth Zhang, Matthew J. Wallis, James P. Flood, Hyunsung Min, Kanta Miyake, Shinya Hayami, Daniel J. Fanna, Leonard F. Lindoy, Feng Li|2025|Cryst.Growth Des.|25|3210|doi:10.1021/acs.cgd.5c00262
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: 10.15468/dl.h95s7r
title: Occurrence Download

description: A dataset containing 25750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coerebidae, Pinophyta, Ascomycota)",
 "Geometry POLYGON((27.5 42.5, 27.5 40.5, 41.5 40.5, 41.5 46, 27.5 46, 27.5 42.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25750 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019793-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq4n6z
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.48476 36.65728,-4.44017 36.65728,-4.44017 36.6841,-4.48476 36.6841,-4.48476 36.65728))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 580 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019796-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdaq8c
title: Occurrence Download

description: A dataset containing 25750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coerebidae, Pinophyta, Ascomycota)",
 "Geometry POLYGON((27.5 42.5, 27.5 40.5, 41.5 40.5, 41.5 46, 27.5 46, 27.5 42.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25750 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019792-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/d1y8uy
title: Replication Data for: A data set on the chemistry and microbiology of meltwater rivers in Southwest Greenland (2017 - 2021)

description: This data set is in presented in GEUS Bulletin data article: A data set on the chemistry and microbiology of meltwater rivers in Southwest Greenland (2017 – 2021), by Moedt et al. - please cite the paper and the data appropiately. The data originates from water samples taken from well-mixed river sites (n = 28), which were analysed for physical, chemical, and microbiological parameters. Parameters include: Sediment, ions, trace metals, radio isotopes, water isotopes, counts of total heterotrophic bacteria, coliform bacteria and Enterobacteriaceae, cyanotoxins, and geographical parameters.
DOI: 10.22008/fk2/d1y8uy/0p0flu
title: S1_Sampling_sites.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/6zt4th
title: S3_Sediment.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/7rljpp
title: S8_Cyanotoxins.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/7uzg6b
title: S4_Radio_isotopes.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/8vtmwb
title: S2_Ions_and_trace_metals.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/hvsyrh
title: Supplementary_Figures_SI_1_3.pdf

description: :unav
DOI: 10.22008/fk2/d1y8uy/ijejpo
title: S6_Microbial_counts.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/l4gx9x
title: READ_ME.txt

description: :unav
DOI: 10.22008/fk2/d1y8uy/pzdwma
title: S7_Coliform_Enterobact_16SrRNA_ID.csv

description: :unav
DOI: 10.22008/fk2/d1y8uy/sdcuo1
title: S5_Water_isotopes.csv

description: :unav
DOI: 10.5281/zenodo.15591837
title: TILSHUNOSLIK FAKULTETI TALABALARIDA YOZMA KOMPETENTSIYANI RIVOJLANTIRISH
DOI: 10.5281/zenodo.15591838
title: TILSHUNOSLIK FAKULTETI TALABALARIDA YOZMA KOMPETENTSIYANI RIVOJLANTIRISH
DOI: 10.15468/dl.292ynr
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.50133 36.6503,-4.42788 36.6503,-4.42788 36.7072,-4.50133 36.7072,-4.50133 36.6503))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1106 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019798-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q39vd5
title: Occurrence Download

description: A dataset listing the 6467 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is BRA",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2024-2024"
 ]
}

 The dataset's 6467 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019795-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yssv3r
title: Occurrence Download

description: A dataset containing 350252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "Geometry POLYGON((32.0390949172456 46.2334646875737, 37.9124920183577 46.2334646875737, 37.9124920183577 49.9276450071224, 32.0390949172456 49.9276450071224, 32.0390949172456 46.2334646875737))"
 ]
}

 The dataset includes 350252 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019787-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me3mh5
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.4727 36.66159,-4.44629 36.66159,-4.44629 36.68003,-4.4727 36.68003,-4.4727 36.66159))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 351 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019802-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ggzuj
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abutilon ×hybridum Voss"
 ]
}

 The dataset includes 152 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019799-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnyhbp
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.47521 36.66367,-4.44786 36.66367,-4.44786 36.68051,-4.47521 36.68051,-4.47521 36.66367))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 343 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019800-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnsucy
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.47249 36.66296,-4.44605 36.66296,-4.44605 36.68175,-4.47249 36.68175,-4.47249 36.66296))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 347 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019801-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqvpzs
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.47705 36.66041,-4.44483 36.66041,-4.44483 36.68517,-4.47705 36.68517,-4.47705 36.66041))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 349 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019803-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agchy2
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-4.4735 36.66408,-4.4456 36.66408,-4.4456 36.68518,-4.4735 36.68518,-4.4735 36.66408))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 369 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019804-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unvgc2
title: Occurrence Download

description: A dataset containing 350252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "Geometry POLYGON((32.0390949172456 46.2334646875737, 37.9124920183577 46.2334646875737, 37.9124920183577 49.9276450071224, 32.0390949172456 49.9276450071224, 32.0390949172456 46.2334646875737))"
 ]
}

 The dataset includes 350252 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019791-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15274042
title: Goethe University Frankfurt  AirCore profiles

description: Description

This dataset contains Goethe University Frankfurt balloon-borne AirCore Atmospheric Sampling System profiles, including mole fractions of carbon dioxide (CO2), methane (CH4), and carbon monoxide (CO). The dataset spans from 2014 to present day. It includes profiles from:



various locations/previous campaigns, in which Goethe-University Frankfurt was involved:



Timmins, Canada

Traînou, France

Sodankylä, Finland

Kiruna, Sweden

Lindenberg, Germany

Jülich, Germany



the ongoing regular bi-monthly AirCore flight time series from Frankfurt, Germany, starting in September 2022


Files are in NASA ICARTT format and include calibration scales and supporting meteorological data. Launch dates are indicated for each file, representing the air sample collection date. Please note the important README file. Contact the PI for more information.

How to use – code example

To read in the vertcial profile data and to display you can use the code example in Code_example_GUF_AirCore_database.py