cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14865505
title: Figure data for GCB paper "Reconciling the discrepancy in projected global dryland expansion in a warming world"

description: The source data for the figures in the paper "Reconciling the Discrepancy in Projected Global Dryland Expansion in a Warming World," soon to be published in Global Change Biology.
DOI: 10.5281/zenodo.14865506
title: Figure data for GCB paper "Reconciling the discrepancy in projected global dryland expansion in a warming world"

description: The source data for the figures in the paper "Reconciling the Discrepancy in Projected Global Dryland Expansion in a Warming World," soon to be published in Global Change Biology.
DOI: 10.5281/zenodo.11055016
title: fruit-SALAD

description: fruit-SALAD is a synthetic image dataset with 10,000 generated images of fruit depictions. This combined semantic category and style benchmark comprises 100 instances each of 10 easily recognizable fruit categories and 10 easy distinguishable styles. 

See the paper on Scientific Data or visit our project page.

The carefully designed Style Aligned Artwork Dataset (SALAD) provides a controlled and balanced platform for the comparative analysis of similarity perception of different computational models. The SALAD framework allows the comparison of how these models perform semantic category and style recognition tasks, going beyond the level of anecdotal knowledge, making them robustly quantifiable and qualitatively interpretable.

We used Stable Diffusion XL and StyleAligned to create the fruit-SALAD by carefully crafting text prompts and overseing the image generation process.

The code to reproduce the fruit-SALAD_10k is available at GitHub.

Please note that this dataset is available for academic research purposes only.
DOI: 10.5281/zenodo.11055017
title: fruit-SALAD

description: fruit-SALAD is a synthetic image dataset with 10,000 generated images of fruit depictions. This combined semantic category and style benchmark comprises 100 instances each of 10 easily recognizable fruit categories and 10 easy distinguishable styles. 

The carefully designed Style Aligned Artwork Dataset (SALAD) provides a controlled and balanced platform for the comparative analysis of similarity perception of different computational models. The SALAD framework allows the comparison of how these models perform semantic category and style recognition tasks, going beyond the level of anecdotal knowledge, making them robustly quantifiable and qualitatively interpretable.

We used StableDiffusionXL and StyleAligned to create the fruit-SALAD by carefully crafting text prompts and overseing the image generation process.

Please note that this dataset is available for academic research purposes only.
DOI: 10.5281/zenodo.11158522
title: fruit-SALAD

description: fruit-SALAD is a synthetic image dataset with 10,000 generated images of fruit depictions. This combined semantic category and style benchmark comprises 100 instances each of 10 easily recognizable fruit categories and 10 easy distinguishable styles. 

See the paper on Scientific Data or visit our project page.

The carefully designed Style Aligned Artwork Dataset (SALAD) provides a controlled and balanced platform for the comparative analysis of similarity perception of different computational models. The SALAD framework allows the comparison of how these models perform semantic category and style recognition tasks, going beyond the level of anecdotal knowledge, making them robustly quantifiable and qualitatively interpretable.

We used Stable Diffusion XL and StyleAligned to create the fruit-SALAD by carefully crafting text prompts and overseing the image generation process.

The code to reproduce the fruit-SALAD_10k is available at GitHub.

Please note that this dataset is available for academic research purposes only.
DOI: 10.25829/bexis.26446-3
title: Oribatid mite abundances, diversity, sex ratio and numbers of eggs in females from 15 forest and 15 grassland plots in the Swabian Alb and the Schorfheide, 2017

description: We investigated the impact of land-use on oribatid mite diversity and abundances in 15 forest and 15 grassland plots in the Swabian Alb and the Schorfheide-Chorin in 2017.
description: Theory: Oribatid mites are soil living arthropods which are important for many ecosystem processes (decomposition, aeration of soils, infiltraion, distribution of organic matter, nutrient cycling, promoting microbial soil communities). Due to their generally low dispersal ability, they cannot easily escape from unfavorable conditions and often show great decrease in abundances following disturbances. |Measurements Type: We took five replicated soil samples (15 x 15 cm in forests, 20 x 20 cm in grasslands, 2 cm deep) on forest and grassland plots. Oribatid mites were extracted by heat and stored in ethanol. Adult inividuals were determined to species level whenever possible, sexed and in females the number of eggs was counted.|instruments: modified Kempson extractor for heat extraction of arthropods|
DOI: 10.15468/dl.n6vs6e
title: Occurrence Download

description: A dataset containing 21211067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21211067 records from 730 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000021-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbeztp
title: Occurrence Download

description: A dataset containing 1675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Smilisca fodiens (Boulenger, 1882))"
 ]
}

 The dataset includes 1675 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000086-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2exs6y
title: Occurrence Download

description: A dataset containing 987 species occurrences available in GBIF matching the query:
{
 "Locality" : [
 "is Congaree National Park"
 ]
}

 The dataset includes 987 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024340-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0la0w6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manettia glazioviana (K.Schum.) Sucre"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013631-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrmuko
title: Occurrence Download

description: A dataset containing 883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harrisonia abyssinica Oliv."
 ]
}

 The dataset includes 883 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011379-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f2zcj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dypsis ligulata (Jum.) Beentje & J.Dransf."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001677-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgqgck
title: Occurrence Download

description: A dataset containing 102444 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Hordeum murinum L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 102444 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013632-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpvhbf
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1980-2018",
 "TaxonKey is Potos flavus (Schreber, 1774)"
 ]
}

 The dataset includes 182 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011378-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kasgs
title: Occurrence Download

description: A dataset containing 52564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The echinoderm collection (IE) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 52564 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072573-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re9wul
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpheus platycheirus Boone, 1927"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013632-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbovxm
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenomorphus annectens (Boulenger, 1897)"
 ]
}

 The dataset includes 66 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zheds
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis longiceps Schmidt, 1919"
 ]
}

 The dataset includes 158 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fulrv1
title: Occurrence Download

description: A dataset containing 41328 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Astragalus glycyphyllos L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41328 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjyond
title: Occurrence Download

description: A dataset containing 9207 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Hordeum murinum subsp. glaucum (Steud.) Tzvelev",
 "TaxonKey is Hordeum murinum subsp. leporinum (Link) Arcang.",
 "TaxonKey is Hordeum muticum J.Presl",
 "TaxonKey is Hordeum pubiflorum Hook.f.",
 "TaxonKey is Hordeum pusillum Nutt."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9207 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013633-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw6gjf
title: Occurrence Download

description: A dataset containing 70222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-6.41052 36.77382,-6.04797 36.18195,-5.53162 36.0044,-5.14709 36.37679,-4.422 36.62407,-4.22424 36.93206,-4.41101 37.47459,-4.97131 37.79649,-5.79529 37.60526,-6.41052 36.77382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 70222 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117009-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we51by
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fiocruz/CAVAISC - Coleção de Artrópodes Vetores Ápteros de Importância em Saúde das Comunidades",
 "TaxonKey is Rhipicephalus microplus Canestrini, 1888"
 ]
}

 The dataset includes 344 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wphcyf
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.49829 7.2535,-74.49829 6.77372,-74.12476 6.35898,-73.59741 6.97005,-73.79517 7.51498,-74.49829 7.2535))"
 ]
}

 The dataset includes 13664 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013633-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.278grv
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Surnia ulula (Linnaeus, 1758)"
 ]
}

 The dataset includes 597 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117450-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfr6et
title: Occurrence Download

description: A dataset containing 13717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen)",
 "Geometry POLYGON((8.28164 54.66876,8.35612 54.60487,8.38871 54.60641,8.41597 54.61642,8.40334 54.63298,8.37142 54.65068,8.36144 54.66837,8.3508 54.68991,8.37142 54.70413,8.37009 54.71642,8.34482 54.71488,8.28164 54.66876))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 13717 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058735-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4vktn
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Argentina",
 "Country is Chile",
 "Country is Peru"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Tetraglochin alata (Gillies ex Hook. & Arn.) Kuntze",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013633-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa7n46
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenomorphus anomalopus (Boulenger, 1890)"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er696u
title: Occurrence Download

description: A dataset containing 436695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Southern African Bird Atlas Project 2",
 "Geometry POLYGON((17.16 -34.83,30 -34.83,30 -30,17.16 -30,17.16 -34.83))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sagittarius serpentarius (J.F.Miller, 1779), Threskiornis aethiopicus (Latham, 1790), Circaetus pectoralis A.Smith, 1829, Bostrychia hagedash (Latham, 1790), Buteo buteo (Linnaeus, 1758), Lophaetus occipitalis (Daudin, 1800), Haliaeetus vocifer (Daudin, 1800), Milvus migrans (Boddaert, 1783), Ardea melanocephala Children & Vigors, 1826, Ardea cinerea Linnaeus, 1758, Polemaetus bellicosus (Daudin, 1800), Ciconia ciconia (Linnaeus, 1758), Falco biarmicus Temminck, 1825, Ardea purpurea Linnaeus, 1766, Buteo rufofuscus (J.R.Forster, 1798), Nycticorax nycticorax (Linnaeus, 1758), Circus maurus (Temminck, 1828), Melierax canorus (Thunberg, 1799), Aquila verreauxii Lesson, 1831, Corvus albus Statius Muller, 1776, Bubulcus ibis (Linnaeus, 1758), Corvus capensis Lichtenstein, 1823)"
 ]
}

 The dataset includes 436695 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166002-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1bcqgb
title: Occurrence Download

description: A dataset containing 2410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceroxylon Bonpl. ex DC."
 ]
}

 The dataset includes 2410 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vl0rk
title: Occurrence Download

description: A dataset containing 195489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bupleurum boissieuanum H.Wolff, Zostera marina L., Pedicularis cheilanthifolia Schrenk, Neocinnamomum delavayi (Lecomte) H.Liou, Cryptocarya chinensis (Hance) Hemsl., Milla biflora Cav., Hosta minor (Baker) Nakai, Cordyline indivisa (G.Forst.) Endl., Xanthorrhoea preissii Endl., Polygonatum stenophyllum Maxim., Lilium philadelphicum L., Lilium callosum Siebold & Zucc., Lilium amabile Palib., Citrullus rehmii De Winter, Citrullus lanatus (Thunb.) Matsum. & Nakai, Spondias mombin Jacq., Anthericum ramosum L., Agapanthus coddii F.M.Leight., Maianthemum bicolor (Nakai) Cubey, Asparagus schoberioides Kunth, Aphyllanthes monspeliensis L., Juglans nigra L., Juglans major (Torr.) A.Heller, Juglans hindsii (Jeps.) Jeps. ex R.E.Sm., Juglans cinerea L., Gynostemma cardiospermum Cogn. ex Oliv., Theobroma cacao L., Saccharum spontaneum L., Schizachyrium scoparium (Michx.) Nash, Chirita brachytricha W.T.Wang & D.Y.Chen, Magnolia laevifolia (Y.W.Law & Y.F.Wu) Noot., Aesculus assamica Griff., Lindera glauca (Siebold & Zucc.) Blume, Decaisnea insignis (Griff.) Hook.fil. & Thomson, Daphne kiusiana Miq., Alpinia oxyphylla Miq., Aconitum longecassidatum Nakai, Aconitum pseudolaeve Nakai, Prunus cerasoides Buch.-Ham. ex D.Don, Tamarindus indica L., Juglans sigillata Dode, Juglans regia L., Juglans mandshurica Maxim., Lilium lancifolium Thunb., Actinidia kolomikta (Maxim. & Rupr.) Maxim., Cucumis melo L., Prunus humilis Bunge, Kingdonia uniflora Balf.fil. & W.W.Sm., Circaeaster agrestis Maxim., Woodsia polystichoides Eat.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 195489 records from 975 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013633-190320150433242/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.26636139
title: Additional file 4 of Functional responses to deforestation in fish communities inhabiting neotropical streams and rivers

description: Additional file 4: Table S4. Matrix of detected species by site for stream sites.
DOI: 10.6084/m9.figshare.26636142
title: Additional file 5 of Functional responses to deforestation in fish communities inhabiting neotropical streams and rivers

description: Additional file 5: Table S6. Coordinates of the stream fish species on the PCoA axes.
DOI: 10.6084/m9.figshare.26636145
title: Additional file 6 of Functional responses to deforestation in fish communities inhabiting neotropical streams and rivers

description: Additional file 6: Table S7. Coordinates of the river fish species on the PCoA axes.
DOI: 10.6084/m9.figshare.26636145.v1
title: Additional file 6 of Functional responses to deforestation in fish communities inhabiting neotropical streams and rivers

description: Additional file 6: Table S7. Coordinates of the river fish species on the PCoA axes.
DOI: 10.6084/m9.figshare.24516088.v1
title: Additional file 2 of Quantification of evolved DNA-editing enzymes at scale with DEQSeq

description: Additional file 2. Protein sequences of analyzed variants.
DOI: 10.15468/dl.6bpz6n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.039369 -34.367994, 148.039369 -34.374731, 148.043861 -34.374731, 148.043861 -34.367994, 148.039369 -34.367994))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071043-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.24500897.v1
title: Additional file 2 of Deep neural network based tissue deconvolution of circulating tumor cell RNA

description: Additional file 2: ctcRNA-seq data from the patient with metastasis tumors.
DOI: 10.6084/m9.figshare.24516082
title: Additional file 2 of MiR-181a targets STING to drive PARP inhibitor resistance in BRCA- mutated triple-negative breast cancer and ovarian cancer

description: Additional file 2: Table S1. Reagents and resources utilized in the study.
DOI: 10.6084/m9.figshare.26635884
title: Additional file 8 of Identification of novel diagnostic panel for mild cognitive impairment and Alzheimer’s disease: findings based on urine proteomics and machine learning

description: Additional file 8: Table S3. A table with the log2FC, p-values and corrected p-values of the 608 proteins included in the analysis. Sheet 1. AD-CN group; Sheet 2. MCI-CN group; Sheet 3. AD-MCI group.
DOI: 10.6084/m9.figshare.26635887
title: Additional file 9 of Identification of novel diagnostic panel for mild cognitive impairment and Alzheimer’s disease: findings based on urine proteomics and machine learning

description: Additional file 9: Table S4. The GO biological processes enrichment details of differential proteins. Sheet 1. AD-CN group; Sheet 2. MCI-CN group.