cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29436051
title: Inclusion of sulphur in fungicide programmes for integrated disease management of soybean

description: Soybean rust (SBR) and late-season diseases (LSD) significantly threaten soybean production worldwide. This study aimed to evaluate the effectiveness of incorporating sulphur into fungicide programmes for managing SBR and LSD in soybeans and to optimize these programmes with novel fungicide combinations. Field experiments were conducted over two phases across multiple localities and seasons in Paraguay. Phase 1 assessed the impact of sulphur-enriched fungicide programmes on disease control efficacy and soybean yield. Phase 2 optimized fungicide programmes by integrating sulphur with new fungicide combinations. Disease severity, area under the disease progress curve (AUDPC), thousand-grain weight (TGW) and yield were measured. Treatments combining sulphur with multi-site and site-specific fungicides significantly reduced the severity and progression of SBR and LSD compared to treatments without sulphur or the untreated control. Control efficacies exceeded 86% for SBR and were around 77% for LSD. Despite significant reductions in disease severity, yield and TGW did not always show significant increases, likely due to environmental factors. Incorporating sulphur into fungicide programmes effectively reduces SBR and LSD in soybean crops, enhancing disease control efficacy. Environmental conditions influenced treatment efficacy, underscoring the need for site-specific disease management strategies. Integrating sulphur with fungicides represents a viable approach to optimize soybean disease management and promote sustainable production systems.
DOI: 10.6084/m9.figshare.29436051.v1
title: Inclusion of sulphur in fungicide programmes for integrated disease management of soybean

description: Soybean rust (SBR) and late-season diseases (LSD) significantly threaten soybean production worldwide. This study aimed to evaluate the effectiveness of incorporating sulphur into fungicide programmes for managing SBR and LSD in soybeans and to optimize these programmes with novel fungicide combinations. Field experiments were conducted over two phases across multiple localities and seasons in Paraguay. Phase 1 assessed the impact of sulphur-enriched fungicide programmes on disease control efficacy and soybean yield. Phase 2 optimized fungicide programmes by integrating sulphur with new fungicide combinations. Disease severity, area under the disease progress curve (AUDPC), thousand-grain weight (TGW) and yield were measured. Treatments combining sulphur with multi-site and site-specific fungicides significantly reduced the severity and progression of SBR and LSD compared to treatments without sulphur or the untreated control. Control efficacies exceeded 86% for SBR and were around 77% for LSD. Despite significant reductions in disease severity, yield and TGW did not always show significant increases, likely due to environmental factors. Incorporating sulphur into fungicide programmes effectively reduces SBR and LSD in soybean crops, enhancing disease control efficacy. Environmental conditions influenced treatment efficacy, underscoring the need for site-specific disease management strategies. Integrating sulphur with fungicides represents a viable approach to optimize soybean disease management and promote sustainable production systems.
DOI: 10.34740/kaggle/dsv/13180779
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7b7f9b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaerops humilis",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020042-250920141307145/datasets/export for details.
DOI: 10.15468/dl.34buuz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaerops humilis",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020044-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hkq2s
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bassariscus sumichrasti"
 ]
}

 The dataset includes 333 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020043-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2kv8c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaerops humilis",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020046-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xpaemx
title: Occurrence Download

description: A dataset containing 7009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ageratina riparia)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7009 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020047-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9w89p
title: Occurrence Download

description: A dataset containing 4306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bassariscus astutus"
 ]
}

 The dataset includes 4306 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020045-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14990404
title: Platygaster, DPI_FSCA 00009694

description: Platygaster, DPI_FSCA 00009694

ET 020

KIT Synchrotron, 10x
DOI: 10.5281/zenodo.14990405
title: Platygaster, DPI_FSCA 00009694

description: Platygaster, DPI_FSCA 00009694

ET 020

KIT Synchrotron, 10x
DOI: 10.57830/2315881
title: Pacific Island Network Benthic Marine Community and Marine Fish Monitoring Data Package 2006 - 2023

description: The Benthic Marine Communities Monitoring Protocol is implemented in four parks in the Pacific and addresses two monitoring questions: What are the changes over time in the composition (e.g., species or assemblage) and physical structure (rugosity) of the coral reef benthos?  And what are the changes over time in settlement, growth, survival, and health of targe coral assemblages, species, or individuals?  Note: Growth and survival data has not been collected due to lack of resources to do so.  The Marine Fish Monitoring Protocol is conducted in the same parks and sampling location sites, and addresses one monitoring question:  What are the long-term trends in the numerical density, biomass, and size of reef fishes?  Sampling location sites were randomly selected on hard substrata in an isobath between the 10- and 20-meter depths.  This data package contains data collected for these two protocols.
DOI: 10.5281/zenodo.10961504
title: Garden features, diversity and abundance of pollinators in urban community gardens
DOI: 10.5281/zenodo.10961505
title: Garden features, diversity and abundance of pollinators in urban community gardens
DOI: 10.5281/zenodo.16763305
title: STORM Image Data for "Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging"

description: This repository contains all the processed STORM imaging data used in manuscript titled "Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging". Each image dataset is provided as a .txt file, representing the processed localization data suitable for downstream analysis or visualization.

This repository relates to the research publication "Dhankhar. et al., Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging, Nature Communications, 2025".(https://doi.org/10.1038/s41467-025-63244-1). Please cite our paper if data is used.
DOI: 10.5281/zenodo.16763306
title: STORM Image Data for "Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging"

description: This repository contains all the processed STORM imaging data used in manuscript titled "Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging". Each image dataset is provided as a .txt file, representing the processed localization data suitable for downstream analysis or visualization.

This repository relates to the research publication "Dhankhar. et al., Revealing the Biophysics of Lamina-Associated Domain Formation by Integrating Theoretical Modeling and High-Resolution Imaging, Nature Communications, 2025".(https://doi.org/10.1038/s41467-025-63244-1). Please cite our paper if data is used.
DOI: 10.5281/zenodo.14990894
title: Platygaster, DPI_FSCA 00009860

description: Platygaster, DPI_FSCA 00009860

ET 030

KIT Synchrotron, 10x
DOI: 10.5281/zenodo.14990893
title: Platygaster, DPI_FSCA 00009860

description: Platygaster, DPI_FSCA 00009860

ET 030

KIT Synchrotron, 10x
DOI: 10.15468/dl.n5zgbw
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Junonia orithya",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 559 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020048-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkcvw6
title: Occurrence Download

description: A dataset containing 5658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is MYS.14_1",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5658 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020050-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hbb49
title: Occurrence Download

description: A dataset containing 5325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is MYS.13_1",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5325 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020049-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tctd36
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Nasua nasua"
 ]
}

 The dataset includes 153 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020052-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72ca5q
title: Occurrence Download

description: A dataset containing 6864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allolobophora chlorotica"
 ]
}

 The dataset includes 6864 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020051-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckn3de
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020054-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atjhfe
title: Occurrence Download

description: A dataset containing 114974663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is Observation.org, Nature data from around the World",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 114974663 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020021-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rat3k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020056-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhzwwd
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos",
 "Country is Chad",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020055-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf3psy
title: Occurrence Download

description: A dataset containing 1268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kallima inachus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1268 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020057-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qwkjp
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos",
 "Country is Ghana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020058-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25828/mzje-ys65
title: WORLD African Education Laws 2021
DOI: 10.5281/zenodo.17193767
title: LigCys v1.0.0 datasets

description: PyTorch (.pt) datasets used to train baseline LigCys model and the LigCys-S and LigCys-A models in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.5281/zenodo.17193766
title: LigCys v1.0.0 datasets

description: PyTorch (.pt) datasets used to train baseline LigCys model and the LigCys-S and LigCys-A models in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.15468/dl.aj55kp
title: Occurrence Download

description: A dataset containing 75784 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Crithmum maritimum)"
 ]
}

 The dataset includes 75784 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020030-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lrprfv
title: Source data for Blumenthal et al. 2025

description: Source data for Blumenthal et al. 2025
DOI: 10.15468/dl.y9weth
title: Occurrence Download

description: A dataset containing 5542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5542 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020059-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25828/055a-7c84
title: WORLD African Domestic Violence Laws 2021
DOI: 10.5281/zenodo.17204148
title: LigBind v1.0.0 datasets

description: PyTorch (.pt) datasets used to train baseline LigBind model in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.5281/zenodo.17204149
title: LigBind v1.0.0 datasets

description: PyTorch (.pt) datasets used to train baseline LigBind model in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.5281/zenodo.15247306
title: OSTEO

description: This dataset is associated with a study on osteoporosis, aiming to analyze structural changes and bone mineral density (BMD) variations in individuals at risk or diagnosed with osteoporosis. The dataset includes clinical measurements, imaging-derived parameters, and key quantitative indicators such as BMD values at various skeletal sites.

These data are valuable for evaluating osteoporosis progression, fracture risk assessment, development of predictive models using machine learning, and broader research in bone health, especially among aging populations.
DOI: 10.5281/zenodo.15247305
title: OSTEO

description: This dataset is associated with a study on osteoporosis, aiming to analyze structural changes and bone mineral density (BMD) variations in individuals at risk or diagnosed with osteoporosis. The dataset includes clinical measurements, imaging-derived parameters, and key quantitative indicators such as BMD values at various skeletal sites.

These data are valuable for evaluating osteoporosis progression, fracture risk assessment, development of predictive models using machine learning, and broader research in bone health, especially among aging populations.
DOI: 10.15468/dl.28has9
title: Occurrence Download

description: A dataset containing 1505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kaniska canace",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1505 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020061-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17204576
title: LigBind v1.0.0 raw embeddings

description: Complete set of frozen ESM C embeddings used for LigBind training/evaluation. in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.5281/zenodo.17204577
title: LigBind v1.0.0 raw embeddings

description: Complete set of frozen ESM C embeddings used for LigBind training/evaluation. in Dayhoff, Guy W., et al. "Illuminating the Druggable Proteome with an AI Protein Profiling Platform." (2025) (doi: https://doi.org/10.1101/2025.09.07.670677)
DOI: 10.15468/dl.54jksv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-97.83982 24.00431,-97.80682 21.22204,-96.091 19.05364,-94.44116 18.24077,-91.66132 18.85273,-90.13676 21.26444,-86.68643 21.4886,-88.53195 16.32886,-87.97382 15.52567,-83.90759 15.60589,-83.81624 11.67794,-82.99538 10.16182,-81.90244 9.1468,-77.13784 8.57849,-75.83105 9.40732,-75.13184 11.26559,-73.52129 11.54865,-71.34351 12.64561,-71.4755 10.77171,-69.56169 11.80716,-65.82397 10.39868,-63.29233 10.51228,-63.22633 11.03092,-63.0958 12.9132,-65.40411 15.52567,-68.70378 16.41391,-71.93745 16.28726,-73.05933 16.22391,-81.57247 18.11538,-83.88224 15.97029,-81.50648 18.17809,-83.07562 20.28916,-86.06002 22.26409,-86.84691 21.56324,-83.6373 24.58937,-84.8409 26.97347,-92.46137 26.47077,-94.83712 24.50509,-97.83982 24.00431))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sphyrna tiburo, Sphyrna tiburo tiburo)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020063-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17209994
title: Data_Test
DOI: 10.5281/zenodo.17209995
title: Data_Test
DOI: 10.15468/dl.d9k5kt
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.40783 16.87947,-94.38095 16.87947,-94.38095 19.69312,-101.40783 19.69312,-101.40783 16.87947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx rufus",
 "Year 1000-2025"
 ]
}

 The dataset includes 250 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020062-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.