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

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Arctictis binturong"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041368-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnz7q4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.6188 22.34913, -109.4688 22.34913, -109.4688 22.49913, -109.6188 22.49913, -109.6188 22.34913))"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041369-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzg6sq
title: Occurrence Download

description: A dataset containing 1807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gliocephalotrichum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1807 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041370-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc3dy9
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 149 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041371-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0005835
title: 丁烷氧化制马来酸酐技术研究数据集
DOI: 10.5281/zenodo.17631203
title: Dynamic vegetation highlights first-order climate feedbacks and their dependence on the climate mean state

description: This file containes the dataset used to produce the different figures of ou manuscript entitle 

Dynamic vegetation highlights first-order climate feedbacks and their dependence on the climate mean state

Pascale Braconnot, Nicolas Viovy and Olivier Marti

Laboratoire des Sciences du climat et de l’environnement (LSCE-IPSL, unité mixte CEA-CNRS, UVSQ, Université Paris Saclay, Orme des Merisiers, 91191 Gif sur Yvette Cedex, France
DOI: 10.5281/zenodo.14536306
title: Dynamic vegetation highlights first-order climate feedbacks and their dependence on the climate mean state

description: This file containes the dataset used to produce the different figures of ou manuscript entitle 

Dynamic vegetation highlights first-order climate feedbacks and their dependence on the climate mean state

Pascale Braconnot, Nicolas Viovy and Olivier Marti

Laboratoire des Sciences du climat et de l’environnement (LSCE-IPSL, unité mixte CEA-CNRS, UVSQ, Université Paris Saclay, Orme des Merisiers, 91191 Gif sur Yvette Cedex, France
DOI: 10.15468/dl.xmbuxa
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambystoma mexicanum",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 331 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041374-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrfxgz
title: Occurrence Download

description: A dataset containing 89576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.4_1",
 "Year 2020-2025"
 ]
}

 The dataset includes 89576 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041338-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17091979
title: Raw Text Edition of the Middle Dutch "Floris ende Blancefloer" in Centrale Bibliotheek van de Universiteit Gent, Rés. 219

description: A raw text edition of the Middle Dutch Floris ende Blancefloer based on Transkribus-assisted transcription from scans of Centrale Bibliotheek van de Universiteit Gent, Rés. 219. This edition does not include any punctuation—except where it indicates textual loss—in order to make a faithful transcription available to the public.
DOI: 10.5281/zenodo.17638652
title: Raw Text Edition of the Middle Dutch "Floris ende Blancefloer" in Centrale Bibliotheek van de Universiteit Gent, Rés. 219

description: A raw text edition of the Middle Dutch Floris ende Blancefloer based on Transkribus-assisted transcription from scans of Centrale Bibliotheek van de Universiteit Gent, Rés. 219. This edition does not include any punctuation—except where it indicates textual loss—in order to make a faithful transcription available to the public.
DOI: 10.15468/dl.y4pqr6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.4688 22.34913, -109.3188 22.34913, -109.3188 22.49913, -109.4688 22.49913, -109.4688 22.34913))"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk3q2n
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041378-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7q7yk
title: Occurrence Download

description: A dataset containing 23117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colletotrichum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23117 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041375-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkemtk
title: Occurrence Download

description: A dataset containing 201361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "AcceptedTaxonKey is Spinulum annotinum annotinum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 201361 records from 579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041296-251025141854904/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.28359911
title: S_Lahijanian_Soil Properties, Management, Weather Data, and ASV Tables for Bacterial and Fungal Communities

description: This dataset includes (1) a master table containing soil properties, management practices, and weather data, (2) an ASV table of bacterial communities, and (3) an ASV table of fungal communities. The data were collected as part of a study investigating microbial diversity in agricultural soils under different management practices.
DOI: 10.6084/m9.figshare.28359911.v1
title: S_Lahijanian_Soil Properties, Management, Weather Data, and ASV Tables for Bacterial and Fungal Communities

description: This dataset includes (1) a master table containing soil properties, management practices, and weather data, (2) an ASV table of bacterial communities, and (3) an ASV table of fungal communities. The data were collected as part of a study investigating microbial diversity in agricultural soils under different management practices.
DOI: 10.15468/dl.hzw9ap
title: Occurrence Download

description: A dataset containing 15234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Oriolus albiloris Ogilvie-Grant, 1894, Oriolus isabellae Ogilvie-Grant, 1894, Oriolus chinensis Linnaeus, 1766)"
 ]
}

 The dataset includes 15234 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014846-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jpm-z6s-3fl
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qxp-6p9-xfy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fc-9j4-v6z
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76n-0dz-t98
title: Crocuta Kaup, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3z6-63z-4nr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tcy-9bt-b8w
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/92t-18q-cq4
title: †Latomeandra Milne Edwards & Haime, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64j-h5n-65x
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6g8-5hc-b5b
title: †Favorites Tschigova, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s41-r8g-dv6
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehv-sp8-5ep
title: Canis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x96-84d-6l0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2j-n7b-z5v
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jh0-9xt-5cl
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/33q-5f6-mmc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.nh82f2
title: Occurrence Download

description: A dataset listing the 23684 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "Year is 2021"
 ]
}

 The dataset's 23684 records were derived from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023958-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3me-vrb-113
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zr3-x20-h58
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9r7-sny-mhp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5vn-bxd-5a7
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mns-de0-adj
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8as5x9
title: Occurrence Download

description: A dataset containing 147 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 2432773 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2432773 OR CAST(occurrence.kingdomkey AS INTEGER) = 2432773 OR CAST(occurrence.phylumkey AS INTEGER) = 2432773 OR CAST(occurrence.classkey AS INTEGER) = 2432773 OR CAST(occurrence.orderkey AS INTEGER) = 2432773 OR CAST(occurrence.familykey AS INTEGER) = 2432773 OR CAST(occurrence.genuskey AS INTEGER) = 2432773 OR CAST(occurrence.specieskey AS INTEGER) = 2432773)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 147 records were derived from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023953-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ap9-chj-kjn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25c-4sl-4tk
title: †Dimorphastrea solida Umbgrove, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ne-t9w-xrp
title: Carcharhinus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ld-c10-214
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dlp-k2g-08l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5td-s70-1w9
title: Rhacophyllites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n7h-yy2-1kr
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/686-zp5-yrg
title: Stenarcestes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/ky3dhmm4k9.1
title: Racial Housing Gap Repository

description: Replication Package for "Financial Constraints and the Racial Housing Gap" by Arpit Gupta, Christopher Hansman, and Pierre Mabille, JFE.
DOI: 10.17632/md59kt54jy.2
title: BDHerbalPlants

description: Herbal plants are naturally abundant and offers a wide range of healthy medicinal effect. These are used as remedy for many common and fatal diseases. Manually identifying these are labor intensive and requires specific knowledge. Thus, automatic identification of these plants in allow everyone to use them hence is the goal of this dataset.

This dataset holds eight of these common yet very useful medicinal herbs for people to easily classify. The eight plants included are Kalokeshi (Eclipta prostrata), Tulsi (Ocimum tenuiflorum), Thankuni (Centella asiatica), Pudina (Mentha arvensis), Pathor Kuchi (Kalanchoe pinnata), Neem (Azadirachta indica), Dhonya Pata (Coriandrum sativum) and Datura (Datura stramonium). The data is mainly for plant identification purpose, it includes field-view images of all the plants. The data are primarily collected from National Botanical Garden and other data from Kumudini Women’s Medical College. 

The “BDHerbalPlants” dataset holds 1792 raw images (as well as resized raw image) and 14336 augmented, pre-processed images of herbal plants. The raw images are further got split into 3 folders: Train, Test and Validation with corresponding ratio of 70%, 20% and 10%. Among the raw data 1251 are processed train images and keeping 187 images for validation while testing the results on 354 test data. Augmentation technique include Rotation, Scaling, Elastic Transformation, Gaussian Blur, Brightness Adjustment, Contrast Adjustment, Coarse Dropout, Horizontal Flip, Vertical Flip. 

BDHerbalPlants Dataset will help the interested researchers further use this for machine learning and deep learning task for agriculture and botany. A diverse and high-quality dataset is definitely going to be helpful for sustainable agricultural practices promoting efficiency and reducing cost.

1. Original Dataset (Raw):
 Number of datasets: 1792
 Data format: .jpg

2. Augmented Dataset:
 Number of datasets: 14336
 Data format: .jpg

3. Original Dataset Resized (Raw Resized):
 Number of datasets: 1792
 Data format: .jpg
DOI: 10.15468/dl.zttrqy
title: Occurrence Download

description: A dataset containing 1552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium medium, Trifolium medium)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1552 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014327-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28kq94
title: Occurrence Download

description: A dataset containing 10495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctanassa violacea",
 "Country is Bermuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10495 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014328-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbtgpk
title: Occurrence Download

description: A dataset containing 10887237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Adenocarpus gibbsianus, Alchemilla fontqueri, Allium pruinatum, Anthemis bourgaei, Arenaria nevadensis, Artemisia granatensis, Artemisia umbelliformis, Astragalus edulis, Astragalus tremolsianus, Atropa baetica, Carduus myriacanthus, Centaurea gadorensis, Centaurea kunkelii, Coronopus navasii, Crepis granatensis, Culcita macrocarpa, Cynomorium coccineum, Dianthus hinoxianus, Diplazium caudatum, Dryopteris tyrrhena, Equisetum palustre, Erigeron frigidus, Erodium astragaloides, Erodium cazorlanum, Erodium rupicola, Euonymus latifolius, Hieracium texedense, Hippocrepis prostrata, Hormathophylla baetica, Hymenostemma pseudanthemis, Hypochaeris salzmanniana, Isoetes durieui, Jurinea fontqueri, Laserpitium longiradium, Limonium estevei, Limonium malacitanum, Linaria benitoi, Linaria glacialis, Linaria lamarckii, Linaria tursica, Lithodora nitida, Marsilea batardae, Marsilea strigosa, Moehringia fontqueri, Narcissus longispathus, Narcissus nevadensis, Ononis azcaratei, Onopordum dissectum, Phyllitis sagittata, Picris willkommii, Pinguicula nevadensis, Plantago algarbiensis, Psilotum nudum, Pteris incompleta, Rosmarinus tomentosus, Senecio elodes, Seseli intricatum, Silene fernandezii, Sonchus pustulatus, Taraxacum gaditanum, Thymus albicans, Ulex canescens, Vandenboschia speciosa, Verbascum charidemi, Viola cazorlensis, Vulpia fontquerana, Abies pinsapo, Betula pendula, Campanula specularioides, Iberis carnosa embergeri, Juniperus oxycedrus, Antirrhinum charidemi, Centaurea pulvinata, Gentiana sierrae, Veronica tenuifolia, Senecio nevadensis, Juniperus phoenicea, Tephroseris elodes, Leucanthemum arundanum, Quercus alpestris, Euphorbia nevadensis, Leontodon boryi, Aphanius baeticus, Aphanius iberus, Salmo trutta, Orculella bulgarica, Chionomys nivalis, Oenanthe oenanthe, Prunella collaris, Monticola saxatilis, Bucanetes githagineus, Alytes dickhilleni, Parnassius apollo, Polyommatus golgus, Agriades zullichi, Baetica ustulata, Rhyacophila nevada, Hydropsyche infernalis, Annitella esparraguera, Annitella iglesiasi, Limnephilus obsoletus, Stenophylax nycterobius, Taeniopteryx hubaulti, Perlodes microcephalus, Capnia nigra, Milvus milvus, Falco subbuteo, Ciconia nigra)"
 ]
}

 The dataset includes 10887237 records from 8816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014258-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.