cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pnm9hz
title: Occurrence Download

description: A dataset containing 82032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Typha angustifolia L."
 ]
}

 The dataset includes 82032 records from 739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011991-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12080179
title: MAGNET - Human Gut

description: Folder content:



metadata.zip: all the sample metadata for the involved studies. 

proteomes.zip: contains the gene content network, obtained for different annotations.

UHGGv2.0.1.zip: the output of MAGNET for all the processed samples.

tablez.zip: contains all the functional and taxonomic tables, for different annotations. Also, tables are split by 'omics.

magnet_metadata_run0.csv: contains the novel and well structured metadata.
DOI: 10.5281/zenodo.12080180
title: MAGNET - Human Gut

description: Folder content:



metadata.zip: all the sample metadata for the involved studies. 

proteomes.zip: contains the gene content network, obtained for different annotations.

UHGGv2.0.1.zip: the output of MAGNET for all the processed samples.
DOI: 10.5281/zenodo.12657610
title: MAGNET - Human Gut

description: Folder content:



metadata.zip: all the sample metadata for the involved studies. 

proteomes.zip: contains the gene content network, obtained for different annotations.

UHGGv2.0.1.zip: the output of MAGNET for all the processed samples.

tablez.zip: contains all the functional and taxonomic tables, for different annotations. Also, tables are split by 'omics.

magnet_metadata_run0.csv: contains the novel and well structured metadata.
DOI: 10.34740/kaggle/dsv/8859193
title: test data
DOI: 10.6084/m9.figshare.26180758
title: Introduction Jugaad in architecture.docx

description: This dataset supports the study “Exploring Jugaad in Architecture,” which examines how Jugaad—a form of frugal and improvisational innovation—is applied to architectural practices in resource-limited settings. The dataset is organized into three appendices:<br><br>Appendix A: Excerpts from Scholarly Works<br>Contains selected excerpts from relevant literature on Jugaad, providing context and insights into the theoretical and practical applications of Jugaad.<br><br>Appendix B: Identified Themes and Codes through Thematic Analysis<br>Details the nine key themes and codes identified through thematic analysis of the literature, along with illustrative quotes, capturing the qualitative aspects of Jugaad in architecture.<br><br>Appendix C: Evaluation of Instances of Jugaad in Architecture Against Key Aspects<br>Presents a systematic evaluation of ten architectural instances of Jugaad, assessed against the nine key aspects from Appendix B, highlighting practical applications and divergences.<br><br>The dataset offers a structured framework for understanding and applying Jugaad in architecture, valuable for researchers and practitioners.
DOI: 10.6084/m9.figshare.26180758.v1
title: Introduction Jugaad in architecture.docx

description: This dataset supports the study “Exploring Jugaad in Architecture,” which examines how Jugaad—a form of frugal and improvisational innovation—is applied to architectural practices in resource-limited settings. The dataset is organized into three appendices:<br><br>Appendix A: Excerpts from Scholarly Works<br>Contains selected excerpts from relevant literature on Jugaad, providing context and insights into the theoretical and practical applications of Jugaad.<br><br>Appendix B: Identified Themes and Codes through Thematic Analysis<br>Details the nine key themes and codes identified through thematic analysis of the literature, along with illustrative quotes, capturing the qualitative aspects of Jugaad in architecture.<br><br>Appendix C: Evaluation of Instances of Jugaad in Architecture Against Key Aspects<br>Presents a systematic evaluation of ten architectural instances of Jugaad, assessed against the nine key aspects from Appendix B, highlighting practical applications and divergences.<br><br>The dataset offers a structured framework for understanding and applying Jugaad in architecture, valuable for researchers and practitioners.
DOI: 10.15468/dl.sh3psx
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-75.98762329146327 5.132581933842985,-75.98762329146327 4.994002972295917,-75.6217003909217 4.994002972295917,-75.6217003909217 5.132581933842985,-75.98762329146327 5.132581933842985))",
 "Year 2022-2024",
 "GadmGid is one of (COL.8.23_2)"
 ]
 }
 ]
}

 The dataset includes 1640 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011993-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hykz5x
title: Occurrence Download

description: A dataset containing 347885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Typha latifolia L."
 ]
}

 The dataset includes 347885 records from 1650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011992-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fckwp9
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmia nigriventris (Zetterstedt, 1838)"
 ]
}

 The dataset includes 664 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004585-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx6m2e
title: Occurrence Download

description: A dataset containing 1635554 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Korea, Republic of"
 ]
}

 The dataset includes 1635554 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041854-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swsfic
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peltogyne purpurea Pittier"
 ]
}

 The dataset includes 168 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004585-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm8ds9
title: Occurrence Download

description: A dataset containing 1362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia leptostachya Benth."
 ]
}

 The dataset includes 1362 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007282-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5avrs
title: Occurrence Download

description: A dataset containing 228875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bellis perennis L."
 ]
}

 The dataset includes 228875 records from 742 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041857-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epccec
title: Occurrence Download

description: A dataset containing 1226 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Thonningia sanguinea Vahl",
 "TaxonKey is Aeollanthus pubescens Benth.",
 "TaxonKey is Xylopia aethiopica (Dunal) A.Rich.",
 "TaxonKey is Cymbopogon giganteus Chiov.",
 "TaxonKey is Aframomum angustifolium (Sonn.) K.Schum.",
 "TaxonKey is Clausena anisata (Willd.) Hook.fil., De Wild. & Staner",
 "TaxonKey is Piper guineense Schumach. & Thonn.",
 "TaxonKey is Aframomum melegueta K.Schum.",
 "TaxonKey is Zanthoxylum zanthoxyloides (Lam.) Zepern. & Timler",
 "TaxonKey is Uvaria chamae Schumach. & Thonn.",
 "TaxonKey is Lippia chevalieri Moldenke"
 ]
 },
 "Country is Benin",
 "Year is greater than or equal to 2006"
 ]
}

 The dataset includes 1226 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004586-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuc4wu
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia limbata F.Muell."
 ]
}

 The dataset includes 185 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007307-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmhu4j
title: Occurrence Download

description: A dataset containing 226464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula pendula Roth"
 ]
}

 The dataset includes 226464 records from 636 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041859-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du8v24
title: Occurrence Download

description: A dataset containing 31301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespula vulgaris (Linnaeus, 1758)"
 ]
}

 The dataset includes 31301 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185404-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gf2ci
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Vittaria J.E.Sm."
 ]
}

 The dataset includes 674 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036503-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a55q7c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidistra lobata Tillich"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018878-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58mffd
title: Occurrence Download

description: A dataset containing 8503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Belostomatidae)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8503 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180724-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd9vth
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus bachardenii Kamelin & Kovalevsk."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018877-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q76pid
title: Occurrence Download

description: A dataset containing 1364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Cupressus"
 ]
}

 The dataset includes 1364 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036504-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caui5j
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mangifera caesia Jack"
 ]
}

 The dataset includes 371 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001796-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6kkym
title: Occurrence Download

description: A dataset containing 70091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter gentilis (Linnaeus, 1758)",
 "Country is Norway"
 ]
}

 The dataset includes 70091 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018863-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bydgm
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Issue is Coordinate reprojected",
 "Year 1996-2018",
 "DatasetKey is Monitoring Sites 1000 Satoyama Mammals",
 "TaxonKey is Capricornis crispus (Temminck, 1836)"
 ]
}

 The dataset includes 273 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036505-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmu3g5
title: Occurrence Download

description: A dataset containing 1795 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Costa Rica",
 "Country is Panama",
 "Country is Nicaragua",
 "Country is Honduras",
 "Country is Peru",
 "Country is Brazil",
 "Country is Ecuador",
 "Country is Colombia",
 "Country is Bolivia (Plurinational State of)",
 "Country is French Guiana"
 ]
 },
 "TaxonKey is Paraponera clavata (Fabricius, 1775)"
 ]
}

 The dataset includes 1795 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171714-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eup73q
title: Occurrence Download

description: A dataset containing 236888 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cervus elaphus Linnaeus, 1758"
 ]
}

 The dataset includes 236888 records from 953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018872-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxre96
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-0.799595 38.757013, -0.799888 38.798760, -0.854601 38.798760, -0.854289 38.757013, -0.799595 38.757013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 442 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043339-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/4ighvs
title: System Modelling of Hybrid Warfare in Grey Zones: An Analysis of Synergistic Effects Between Disruptive Networks and Financial Market Manipulation Datasets

description: This dataset serves as supplementary simulation data for the paper System Modelling of Hybrid Warfare in Grey Zones: An Analysis of Synergistic Effects Between Disruptive Networks and Financial Market Manipulation Datasets. It employs fully synthesised, high-fidelity data to realise the dual-layer grey zone hybrid warfare model proposed in the paper. This model characterises the interlinked mechanism of ‘disruptive infrastructure networks – financial market manipulation – credit risk amplification’. The dataset facilitates the reproduction of the paper's findings, scenario expansion, and comparative methodological research.
DOI: 10.15468/dl.yrxc6q
title: Occurrence Download

description: A dataset containing 2591 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus wiedii"
 ]
}

 The dataset includes 2591 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043341-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrcbjf
title: Occurrence Download

description: A dataset containing 9948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((28.26384 -15.3317, 28.25363 -15.3317, 28.25432 -15.3399, 28.24411 -15.3399, 28.2448 -15.3481, 28.2346 -15.3481, 28.23528 -15.3563, 28.22508 -15.3563, 28.22576 -15.36451, 28.21556 -15.36451, 28.21762 -15.38911, 28.20741 -15.38911, 28.2081 -15.39731, 28.19789 -15.39731, 28.19996 -15.42192, 28.18975 -15.42192, 28.19044 -15.43012, 28.18023 -15.43012, 28.18092 -15.43832, 28.21154 -15.43832, 28.21223 -15.44652, 28.22244 -15.44652, 28.22313 -15.45472, 28.23334 -15.45472, 28.23679 -15.49574, 28.26742 -15.49574, 28.26673 -15.48754, 28.27694 -15.48754, 28.27624 -15.47933, 28.33749 -15.47933, 28.3477 -15.47933, 28.347 -15.47113, 28.35721 -15.47113, 28.36742 -15.47113, 28.36534 -15.44652, 28.35513 -15.44652, 28.35374 -15.43012, 28.36395 -15.43012, 28.36326 -15.42192, 28.37346 -15.42192, 28.37277 -15.41371, 28.38298 -15.41371, 28.38229 -15.40551, 28.39249 -15.40551, 28.4027 -15.40551, 28.40201 -15.39731, 28.42242 -15.39731, 28.43262 -15.39731, 28.43124 -15.38091, 28.42103 -15.38091, 28.42034 -15.37271, 28.41014 -15.37271, 28.40944 -15.36451, 28.39924 -15.36451, 28.39855 -15.3563, 28.38835 -15.3563, 28.38766 -15.3481, 28.37745 -15.3481, 28.37676 -15.3399, 28.35636 -15.3399, 28.35567 -15.3317, 28.32506 -15.3317, 28.32437 -15.3235, 28.29376 -15.3235, 28.29307 -15.3153, 28.28287 -15.3153, 28.28219 -15.3071, 28.26178 -15.3071, 28.26384 -15.3317))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9948 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043342-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmvw22
title: Occurrence Download

description: A dataset containing 6252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus pyramidalis",
 "Continent is Africa"
 ]
}

 The dataset includes 6252 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043344-251120083545085/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.30843722
title: Environmental Monitoring Metadata from Tongyeong Coastal Waters (2018)

description: This dataset includes monthly mean values of depth-resolved environmental parameters collected from the Tongyeong coast in South Korea between March and December 2018. Variables include temperature (°C), salinity (PSU), dissolved oxygen (mg/L), pH, dissolved inorganic nitrogen (DIN, µM), dissolved organic carbon (DOC, mg/L), phosphate (DIP, µM), chlorophyll-a (µg/L), and phycoerythrin (RFU). Data were collected using YSI EXO2 sensors and nutrient analyzers and were processed for quality control using standardized oceanographic protocols. This dataset supports analyses of the seasonal and spatial variability of marine environmental conditions in Tongyeong coastal waters.<br>
DOI: 10.6084/m9.figshare.30843722.v1
title: Environmental Monitoring Metadata from Tongyeong Coastal Waters (2018)

description: This dataset includes monthly mean values of depth-resolved environmental parameters collected from the Tongyeong coast in South Korea between March and December 2018. Variables include temperature (°C), salinity (PSU), dissolved oxygen (mg/L), pH, dissolved inorganic nitrogen (DIN, µM), dissolved organic carbon (DOC, mg/L), phosphate (DIP, µM), chlorophyll-a (µg/L), and phycoerythrin (RFU). Data were collected using YSI EXO2 sensors and nutrient analyzers and were processed for quality control using standardized oceanographic protocols. This dataset supports analyses of the seasonal and spatial variability of marine environmental conditions in Tongyeong coastal waters.<br>
DOI: 10.6084/m9.figshare.30843722.v2
title: Environmental Monitoring Metadata from Tongyeong Coastal Waters (2018)

description: This dataset includes monthly mean values of depth-resolved environmental parameters collected from the Tongyeong coast in South Korea between March and December 2018. Variables include temperature (°C), salinity (PSU), dissolved oxygen (mg/L), pH, dissolved inorganic nitrogen (DIN, µM), dissolved organic carbon (DOC, mg/L), phosphate (DIP, µM), chlorophyll-a (µg/L), and phycoerythrin (RFU). Data were collected using YSI EXO2 sensors and nutrient analyzers and were processed for quality control using standardized oceanographic protocols. This dataset supports analyses of the seasonal and spatial variability of marine environmental conditions in Tongyeong coastal waters.<br>