cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s7ry4k
title: Occurrence Download

description: A dataset containing 3124152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Regulus regulus)",
 "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 3124152 records from 2334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015665-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48338/vu01-barbs0
title: Digital Mourning fieldwork

description: This data contains transcripts, images, and audio files taken during ethnographic fieldwork for the thesis project Digital Mourning. This PhD thesis was completed with funding via the Horizon 2020-funded ITN- MIDA (Mediating Islam in the Digital Age) project, under the Marie-Curie grant no.813547. 
As this data is ethnographic and sensitive, it will remain a closed dataset. 
The format of the files is: the transcripts and other text documents as Word (.doc) documents, images as JPEG and HEIC, and audio files in MP4 format. 
All transcripts are anonymized using pseudonyms, and images are erased of personal information. 
This data has supported research related to digital dimensions of Islam, which may be found here: https://orcid.org/0000-0002-4400-6098
DOI: 10.15468/dl.2dzkgk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inula grandiflora Willd.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003595-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhuhuz
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixia brunneobractea G.J.Lewis"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036743-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwglbj
title: Occurrence Download

description: A dataset containing 1162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus americanus (Pers.) Volkart",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1162 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007746-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7j5x5
title: Occurrence Download

description: A dataset containing 577246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 577246 records from 569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039341-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxwmus
title: Occurrence Download

description: A dataset containing 61050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Country derived from coordinates, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Crex crex (Linnaeus, 1758)"
 ]
}

 The dataset includes 61050 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036751-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et09l2
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma Jardine, 1834",
 "Country is Peru",
 "HasCoordinate is false",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 173 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007746-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5av766
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Landolphia eminiana K.Schum. ex Hallier fil."
 ]
}

 The dataset includes 70 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036829-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mo7szu
title: Occurrence Download

description: A dataset containing 83440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menispermaceae"
 ]
}

 The dataset includes 83440 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007746-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xt2rz
title: Occurrence Download

description: A dataset containing 169192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-132.02830 14.73720,-19.58895 14.73720,-19.58895 59.73720,-132.02830 59.73720,-132.02830 14.73720))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 169192 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036753-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m86w2q
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Landolphia glabra (Pierre ex Stapf) Pichon"
 ]
}

 The dataset includes 475 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036858-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15118443
title: Integration of High-performance Compact Interferometric Sensors in a Suspended Interferometer

description: Data to produce figures in the paper 'Integration of High-performance Compact Interferometric Sensors in a Suspended Interferometer'. See readme for the data used for each figure.
DOI: 10.5281/zenodo.15118444
title: Integration of High-performance Compact Interferometric Sensors in a Suspended Interferometer

description: Data to produce figures in the paper 'Integration of High-performance Compact Interferometric Sensors in a Suspended Interferometer'. See readme for the data used for each figure.
DOI: 10.34740/kaggle/dsv/11352301
title: Hacker News Cumulative Data
DOI: 10.15468/dl.crsn5s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Malurus (Malurus) splendens"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006438-241107131044228/datasets/export for details.
DOI: 10.15468/dl.zd9scd
title: Occurrence Download

description: A dataset containing 7932 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncosiphon pilulifer (L.fil.) Källersjö"
 ]
}

 The dataset includes 7932 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006439-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb3ekt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Balaenoptera musculus (Linnaeus, 1758)"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006440-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m73hxy
title: Occurrence Download

description: A dataset containing 5944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glyceria grandis S.Watson"
 ]
}

 The dataset includes 5944 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006441-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfggwq
title: Occurrence Download

description: A dataset containing 11359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "GbifRegion is North America",
 "TaxonKey is Triadica sebifera (L.) Small"
 ]
}

 The dataset includes 11359 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006442-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14064398
title: ArchaeoSat :Amazon Mounds & Geoglyphs

description: This dataset provides high-resolution satellite imagery for identifying mounds and geoglyphs in the Amazon region. Collected from Google Earth, this dataset aims to support machine learning models in detecting and protecting archaeological structures at risk. This dataset marks the first step in a larger project to survey and protect vulnerable archaeological sites globally, especially in underdeveloped regions.

Dataset Overview



Total Images: 63,673



Images with Objects (Mounds/Geoglyphs): 31,834

False Images (Similar Environment Without Objects): 31,839



Image Resolution: 256x256 pixels

Source: Google Earth satellite imagery

Location: Amazon region




Dataset Structure

/dataset │ ├── positive_images.zip # Contains images with mounds/geoglyphs (31,834 images) │ ├── false_images.zip # Contains images of similar environments without structures (31,839 images)

 

 

Features and Usage





Machine Learning



The dataset is suited for various tasks:





Binary Classification: Distinguishing images with archaeological structures from those without.




Object Detection: Identifying and localizing mounds and geoglyphs within the image frames.







Empirical Analysis



Research can be conducted to study:





Shape Variations: Different mound and geoglyph shapes and sizes across regions.




Degradation Patterns: Examining potential damage due to environmental factors, supporting conservation efforts.



Potential Applications





Archaeological Surveying: Enhance the discovery and cataloging of ancient structures across the Amazon and beyond.




Conservation: Assist in monitoring and protecting sites facing risks from environmental or human activities.




Global Expansion: This initial dataset aims to develop a methodology for surveying archaeological structures in underdeveloped regions globally.



 

The why:

This project was inspired by a story shared on Twitter highlighting the risk of Amazonian geoglyphs vanishing due to environmental and human pressures. This dataset represents the first step in a broader initiative aimed at heritage preservation in underdeveloped regions, with the goal of safeguarding archaeological sites that are increasingly under threat.
DOI: 10.5281/zenodo.14064399
title: ArchaeoSat :Amazon Mounds & Geoglyphs

description: This dataset provides high-resolution satellite imagery for identifying mounds and geoglyphs in the Amazon region. Collected from Google Earth, this dataset aims to support machine learning models in detecting and protecting archaeological structures at risk. This dataset marks the first step in a larger project to survey and protect vulnerable archaeological sites globally, especially in underdeveloped regions.

Dataset Overview



Total Images: 63,673



Images with Objects (Mounds/Geoglyphs): 31,834

False Images (Similar Environment Without Objects): 31,839



Image Resolution: 256x256 pixels

Source: Google Earth satellite imagery

Location: Amazon region




Dataset Structure

/dataset │ ├── positive_images.zip # Contains images with mounds/geoglyphs (31,834 images) │ ├── false_images.zip # Contains images of similar environments without structures (31,839 images)

 

 

Features and Usage





Machine Learning



The dataset is suited for various tasks:





Binary Classification: Distinguishing images with archaeological structures from those without.




Object Detection: Identifying and localizing mounds and geoglyphs within the image frames.







Empirical Analysis



Research can be conducted to study:





Shape Variations: Different mound and geoglyph shapes and sizes across regions.




Degradation Patterns: Examining potential damage due to environmental factors, supporting conservation efforts.



Potential Applications





Archaeological Surveying: Enhance the discovery and cataloging of ancient structures across the Amazon and beyond.




Conservation: Assist in monitoring and protecting sites facing risks from environmental or human activities.




Global Expansion: This initial dataset aims to develop a methodology for surveying archaeological structures in underdeveloped regions globally.



 

The why:

This project was inspired by a story shared on Twitter highlighting the risk of Amazonian geoglyphs vanishing due to environmental and human pressures. This dataset represents the first step in a broader initiative aimed at heritage preservation in underdeveloped regions, with the goal of safeguarding archaeological sites that are increasingly under threat.
DOI: 10.15468/dl.psref5
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glyceria leptolepis Ohwi"
 ]
}

 The dataset includes 977 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006444-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/7f8n-c016
title: Design and Validation of an Open-Close Device (OCD) for Integrated Environmental DNA Sampling

description: These data were collected to design and test an eDNA sampler that captures an integrated eDNA sample over the length of a deep-water transect. The data were generated as part of a feasibility study conducted during a RV Investigator voyage (IN2022_V09) to the Gascoyne Marine Park region in northwest of Western Australia led by Chief Scientist John Keesing in December 2022.
DOI: 10.15468/dl.8fnqbv
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glyceria leptorhiza (Maxim.) Kom."
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006445-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtmbf7
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia taliensis (W.W.Sm.) Melch."
 ]
}

 The dataset includes 129 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006447-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vekne
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Maine",
 "TaxonKey is Hemigrapsus sanguineus (De Haan, 1835)",
 "Year 1989-2024"
 ]
}

 The dataset includes 191 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006448-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg7nvv
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((56.60166 -16.24874,180.39834 -16.24874,180.39834 33.24874,56.60166 33.24874,56.60166 -16.24874))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterapogon kauderni Koumans, 1933"
 ]
}

 The dataset includes 197 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006450-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqp92c
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angelica sinensis (Oliv.) Diels"
 ]
}

 The dataset includes 358 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006449-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nke5u6
title: Occurrence Download

description: A dataset containing 38118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "TaxonKey is Lonicera japonica Thunb."
 ]
}

 The dataset includes 38118 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006446-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad69s5
title: Occurrence Download

description: A dataset containing 607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abies nephrolepis (Trautv. ex Maxim.) Maxim."
 ]
}

 The dataset includes 607 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006451-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f6t6r
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2021-2024_臺灣東部海岸公民科學_石梯坪_成功_富岡_南溪之生態監測"
 ]
}

 The dataset includes 1313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006453-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jktkaf
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craigia yunnanensis W.W.Sm. & W.E.Evans"
 ]
}

 The dataset includes 47 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006454-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48guh7
title: Occurrence Download

description: A dataset containing 234401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glyceria maxima (Hartm.) Holmb."
 ]
}

 The dataset includes 234401 records from 832 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006452-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32eyy3
title: Occurrence Download

description: A dataset containing 82959 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malurus splendens (Quoy & Gaimard, 1830)"
 ]
}

 The dataset includes 82959 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006456-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egfwrj
title: Occurrence Download

description: A dataset containing 18755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea pes-caprae (L.) R.Br."
 ]
}

 The dataset includes 18755 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006458-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mvnnr
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euchloe tagis (Hübner, 1804)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 623 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218059-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.