cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17266441
title: Replication-wise dataset of Earias vittella infestation and natural enemy abundance from sequential pest management trials in okra (Abelmoschus esculentus) conducted at MPKV Rahuri, India (2022–2023)

description: This dataset contains the raw replication-wise observations used for the analysis and visualization of shoot and fruit infestation by Earias vittella (Fabricius) and coccinellid predator abundance in okra (Abelmoschus esculentus). Data were collected from sequential pest management field trials conducted during Summer 2022 and Kharif 2023 at AICRP on Vegetable Crops, MPKV, Rahuri, Maharashtra, India. Each observation represents plot-level mean values from a randomized block design with three replications. These data were analyzed using the RAISINS (R + AI Statistical Integration System) platform for ANOVA, transformation, and post-hoc analysis. The dataset supports all statistical results, figures, and tables presented in the manuscript entitled “Eco-Friendly Management of Earias Vittella (Fabricius) Using A Novel Sequential Pest Management Strategy in Okra Ecosystem."
DOI: 10.5281/zenodo.17266442
title: Replication-wise dataset of Earias vittella infestation and natural enemy abundance from sequential pest management trials in okra (Abelmoschus esculentus) conducted at MPKV Rahuri, India (2022–2023)

description: This dataset contains the raw replication-wise observations used for the analysis and visualization of shoot and fruit infestation by Earias vittella (Fabricius) and coccinellid predator abundance in okra (Abelmoschus esculentus). Data were collected from sequential pest management field trials conducted during Summer 2022 and Kharif 2023 at AICRP on Vegetable Crops, MPKV, Rahuri, Maharashtra, India. Each observation represents plot-level mean values from a randomized block design with three replications. These data were analyzed using the RAISINS (R + AI Statistical Integration System) platform for ANOVA, transformation, and post-hoc analysis. The dataset supports all statistical results, figures, and tables presented in the manuscript entitled “Eco-Friendly Management of Earias Vittella (Fabricius) Using A Novel Sequential Pest Management Strategy in Okra Ecosystem."
DOI: 10.15468/dl.p8z7g6
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carnivora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 60,120 60,120 90,90 90,90 60))"
 ]
}

 The dataset includes 184 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046666-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w968gr
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aureoboletus projectellus",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046667-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmgr3f
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carnivora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 60,150 60,150 90,120 90,120 60))"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046668-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ugu8m
title: Occurrence Download

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

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046669-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqebyy
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aureoboletus projectellus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046670-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/qgdb-nd8k-fc07
title: DYNAMO: Indonesia Site - Medan Radiosonde L3.0 Data. Version 1.0

description: This data set includes 364 high vertical resolution soundings from Medan, Indonesia (WMO 96035) collected during the DYNAMO field campaign for 2011-12. Soundings were typically released twice daily at 00 and 12 UTC from 30 September 2011 to 31 March 2012. The station utilized Meisei RS-06G radiosondes. These soundings were provided by JAMSTEC. This revised L3.0 version of the data set was released 20 May 2014 and adjustments were made to the PDF matching and correction for the relative humidity discontinuity at the 0C level. These adjustments were applied by JAMSTEC.
DOI: 10.15468/dl.gesrk4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canthium paucinervium"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046672-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5ynqu
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carnivora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 60,180 60,180 90,150 90,150 60))"
 ]
}

 The dataset includes 522 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046671-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mpnbg
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timonius epiphyticus"
 ]
}

 The dataset includes 39 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046674-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjqxrj
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aureoboletus projectellus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046675-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sn3kp
title: Occurrence Download

description: A dataset containing 15583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carnivora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 30,-150 30,-150 60,-180 60,-180 30))"
 ]
}

 The dataset includes 15583 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046673-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/av7w-5a23-qc03
title: DYNAMO: Indonesia Site - Makassar Radiosonde L3.0 Data. Version 1.0

description: This data set includes 337 high vertical resolution soundings from Makassar, Indonesia (WMO 97180) collected during the DYNAMO field campaign for 2011-12. Soundings were typically released twice daily at 00 and 12 UTC from 30 September 2011 to 31 March 2012. The station utilized Meisei RS-06G radiosondes. These soundings were provided by JAMSTEC. This revised L3.0 version of the data set was released 20 May 2014 and adjustments were made to the PDF matching and correction for the relative humidity discontinuity at the 0C level. These adjustments were applied by JAMSTEC.
DOI: 10.15468/dl.m2m65h
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anaphalis javanica",
 "Year 2000-2025"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046678-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnvhvt
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prestonia clarki",
 "Year 1965-2015"
 ]
}

 The dataset includes 335 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046677-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9ysv2
title: Occurrence Download

description: A dataset containing 256744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carnivora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 60,30 60,30 90,0 90,0 60))"
 ]
}

 The dataset includes 256744 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046657-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvxzhg
title: Occurrence Download

description: A dataset containing 2085 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Foreign plant germplasm collections in Ghana"
 ]
}

 The dataset includes 2085 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046681-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbtaz5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boletinus asiaticus",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046680-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17266657
title: Quadro 1:revisão integrativa
DOI: 10.5281/zenodo.17266656
title: Quadro 1:revisão integrativa
DOI: 10.26023/4an6-es83-sn0b
title: DYNAMO: Indonesia Site - Palu Radiosonde L3.0 Data. Version 1.0

description: This data set includes 365 high vertical resolution soundings from Palu, Indonesia (WMO 97072) collected during the DYNAMO field campaign for 2011-12. Soundings were typically released twice daily at 00 and 12 UTC from 30 September 2011 to 31 March 2012. The station utilized Meisei RS-06G radiosondes. These soundings were provided by JAMSTEC. This revised L3.0 version of the data set was released 20 May 2014 and adjustments were made to the PDF matching and correction for the relative humidity discontinuity at the 0C level. These adjustments were applied by JAMSTEC.
DOI: 10.5281/zenodo.17243239
title: Benchmarking Results of Metagenomic Pipelines across Diverse Microbiomes

description: This repository contains assembly and binning results generated from metagenomic analyses of four distinct microbiome environments: gut, sewage, air, and a simulated dataset. Each dataset was analyzed using three genome-resolved metagenomic pipelines:

MetaBolt – A computationally efficient, Nextflow-based pipeline employing an optimized set of k-mers for rapid and scalable recovery of metagenome-assembled genomes (MAGs).

MetaWRAP – A widely adopted modular pipeline designed for comprehensive metagenomic binning and genome reconstruction.

nf-core/mag – A community-curated, Nextflow-based pipeline for reproducible metagenomic assembly, binning, and quality assessment following best practices.

This dataset is intended to support reproducible benchmarking and comparative performance evaluation of metagenomic assembly and binning workflows.

Microbiome Datasets

The following publicly available datasets were used:





Gut Microbiome – NCBI BioProject: PRJNA945504




Sewage Microbiome – NCBI BioProject: PRJNA1020581




Air Microbiome – NCBI BioProject: PRJNA486429




Simulated Microbiome – CAMI II Toy Human Gut Metagenome dataset



Each dataset contains 10 representative samples, processed with MetaBolt, MetaWRAP and nf-core/mag using identical inputs.

Citation

If you use this dataset or any part of it in your work, please cite the following resources accordingly:





MetaBolt: MetaBolt: A Computationally Efficient Pipeline for the Rapid Recovery of Metagenome-Assembled Genomes, 2025.Zenodo DOI: https://doi.org/10.5281/zenodo.15243430




MetaWRAP: MetaWRAP – a flexible pipeline for genome-resolved metagenomic data analysis. Microbiome. 2018;6:158.DOI: https://doi.org/10.1186/s40168-018-0541-1




nf-core/mag: nf-core/mag: Metagenome Assembly and Binning Pipeline. nf-core, 2020.DOI: https://doi.org/10.5281/zenodo.3589523
DOI: 10.34740/kaggle/dsv/13261856
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.8e4p7u
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus cavipes",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 141 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046685-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chrznn
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus cavipes",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 266 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046686-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu27ug
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus cavipes",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046684-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/z7ce-33zf-jk04
title: DYNAMO: ASCAT Ocean Surface Wind Vector Imagery. Version 1.0

description: This data set contains ASCAT ocean surface wind vector imagery over the DYNAMO region. ASCAT is the scatterometer instrument aboard the METOP-A satellite. Products include four sub-sectors over the DYNAMO region and an overview sector. The regional sub-sectors were produced by NOAA/NESDIS and the overview sector was produced by NCAR/EOL. All images are in png format.
DOI: 10.5281/zenodo.17266669
title: Pilot sample including 10 in_depth interviews with Ukrainian refugees conducting or planning to start an entrepreneurial activity in Poland

description: This is a pilot sample from 10 in-depth interviews with Ukrainian refugees residing in Kraków aglomeration area, who either were running own business or were planning to start one at the moment of survey. The pilot survey was run between May and October 2023. This dataset is the result of the project: Refugee entrepreneurship and socio-economic adaptation: the case of Ukrainians in Kraków agglomeration (UMO-2022/45/B/HS4/01960), financed by National Science Centre in Poland and conducted by Jagiellonian Centre for Migration Studies at Jagiellonian University in the years 2023-2026.
DOI: 10.5281/zenodo.17266670
title: Pilot sample including 10 in_depth interviews with Ukrainian refugees conducting or planning to start an entrepreneurial activity in Poland

description: This is a pilot sample from 10 in-depth interviews with Ukrainian refugees residing in Kraków aglomeration area, who either were running own business or were planning to start one at the moment of survey. The pilot survey was run between May and October 2023. This dataset is the result of the project: Refugee entrepreneurship and socio-economic adaptation: the case of Ukrainians in Kraków agglomeration (UMO-2022/45/B/HS4/01960), financed by National Science Centre in Poland and conducted by Jagiellonian Centre for Migration Studies at Jagiellonian University in the years 2023-2026.
DOI: 10.15468/dl.kvb6cc
title: Occurrence Download

description: A dataset containing 22137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global compendium of Aedes albopictus occurrence"
 ]
}

 The dataset includes 22137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046687-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fw47vz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus grevillei",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046689-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzea8c
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus grevillei",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 157 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046688-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avvs94
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus grevillei",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 780 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046690-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mx6c-85j6-jc10
title: DYNAMO: CPC QMORPH 30 Minute Precipitation Imagery. Version 1.0

description: This data set contains imagery of instantaneous precipitation estimates derived from several passive microwave and infrared satellites by the NOAA/CPC QMORPH system over the tropical and mid-latitude areas of the globe. These images were developed by NOAA/CPC and are in gif format.
DOI: 10.15468/dl.9sx6hy
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Country is one of (Colombia)",
 "HasCoordinate is true",
 "TaxonKey is one of (Dione juno [GBIF Backbone Taxonomy])",
 "BasisOfRecord is one of (Human Observation)",
 "Year 2015-2025"
 ]
 }
 ]
}

 The dataset includes 283 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046691-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/jzan-fh40-5b09
title: DYNAMO: TMI 3-Day Average Satellite Imagery. Version 1.0

description: The data set contains TRMM TMI derived 3-day average imagery of water vapor, cloud liquid water, SST and 11 and 37GHz channel surface wind speed. These images were created by NCAR/EOL and are in png format.
DOI: 10.15468/dl.m96bcb
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus grevillei",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1901 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046692-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqncc5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psydrax puberulus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046693-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqtc4u
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psydrax amplifolius"
 ]
}

 The dataset includes 11 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046695-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.