cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ua8pre
title: Occurrence Download

description: A dataset containing 3952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is North America",
 "Country is one of (United States of America, Mexico, Canada, Guatemala, Belize, Honduras, Costa Rica, Nicaragua, El Salvador)",
 "OccurrenceStatus is Present",
 "TaxonKey is Melinis repens (Willd.) Zizka"
 ]
}

 The dataset includes 3952 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250841-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxp6xp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quassia amara L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197686-220831081235567/datasets/export for details.
DOI: 10.15468/dl.wdcr8s
title: Occurrence Download

description: A dataset containing 1656751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "Repatriated is true"
 ]
}

 The dataset includes 1656751 records from 1382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250848-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxbs4y
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Biswamoyopterus biswasi"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017815-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640773
title: xenophora_japonica_spades_02.fasta.gz
DOI: 10.5281/zenodo.18640772
title: xenophora_japonica_spades_02.fasta.gz
DOI: 10.15468/dl.je6gag
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comanthera magnifica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017816-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap3b52
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Phacochoerus aethiopicus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 457 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017822-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640793
title: nothobranchius_kilomberoensis_spades_02.fasta.gz
DOI: 10.5281/zenodo.18640794
title: nothobranchius_kilomberoensis_spades_02.fasta.gz
DOI: 10.15468/dl.w72upa
title: Occurrence Download

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Potamochoerus larvatus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 895 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017819-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu7pu4
title: Occurrence Download

description: A dataset containing 1532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Potamochoerus porcus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1532 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017820-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ncvc8
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berylmys bowersi"
 ]
}

 The dataset includes 287 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017823-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw38pa
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berylmys mackenziei"
 ]
}

 The dataset includes 72 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017824-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwndhx
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comanthera suberosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 35 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017825-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xatava
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 GBIF_TEMPORALUNCERTAINTY('2021-03-21', NULL) col5,
 GBIF_TEMPORALUNCERTAINTY('2021-03-01', NULL) col6,
 GBIF_TEMPORALUNCERTAINTY('2021-01-01', NULL) col7
FROM
 occurrence
WHERE
 occurrence.datasetkey = 'f4f26f09-319c-4068-9442-f6832df8365c'
LIMIT 1

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017814-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n744v4
title: Occurrence Download

description: A dataset containing 15593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Phacochoerus africanus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 15593 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017826-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2m3sz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Babyrousa babyrussa",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017827-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640821
title: nothobranchius_korthausae_spades_02.fasta.gz
DOI: 10.5281/zenodo.18640820
title: nothobranchius_korthausae_spades_02.fasta.gz
DOI: 10.15468/dl.2zbc27
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Babyrousa togeanensis",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017828-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftx5xv
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merianthera sipolisii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 119 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017829-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18638250
title: Reproducibility code and source data for the evaluation of Cellist

description: Reproducibility code and source data for the evaluation of Cellist — a cell segmentation method for spatial transcriptomics. This repository benchmarks Cellist against multiple existing segmentation approaches across five spatial transcriptomics platforms and generates all main and extended-data figures reported in the manuscript.
DOI: 10.5281/zenodo.18638251
title: Reproducibility code and source data for the evaluation of Cellist

description: Reproducibility code and source data for the evaluation of Cellist — a cell segmentation method for spatial transcriptomics. This repository benchmarks Cellist against multiple existing segmentation approaches across five spatial transcriptomics platforms and generates all main and extended-data figures reported in the manuscript.
DOI: 10.15468/dl.end4jj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Babyrousa celebensis",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017830-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cavw6f
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Hylochoerus meinertzhageni",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 357 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017832-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640810
title: YOSHLARDA HUQUQIY MADANIYATNI SHAKLLANTIRISHNING PEDAGOGIK ASOSLARI

description: Ushbu maqolada yoshlarda huquqiy madaniyatni shakllantirish jarayonining nazariy-pedagogik asoslari, mazkur jarayonning ijtimoiy zaruriyati, zamonaviy ta’lim tizimidagi o‘rni va ahamiyati yoritilgan. Shuningdek, huquqiy ong, huquqiy tarbiya, huquqiy faoliyat kabi asosiy tushunchalarning mazmuni ochib beriladi, ta’lim muassasalarida huquqiy madaniyatni shakllantirish jarayonidagi mavjud kamchiliklar, yutuqlar, istiqbolli pedagogik yechimlar tahlil qilinadi. Yoshlar ongida qonuniylik, huquqiy mas’uliyat va fuqarolik pozitsiyasini mustahkamlashning samarali pedagogik mexanizmlarini aniqlashga xizmat qiladi.
DOI: 10.5281/zenodo.18640809
title: YOSHLARDA HUQUQIY MADANIYATNI SHAKLLANTIRISHNING PEDAGOGIK ASOSLARI

description: Ushbu maqolada yoshlarda huquqiy madaniyatni shakllantirish jarayonining nazariy-pedagogik asoslari, mazkur jarayonning ijtimoiy zaruriyati, zamonaviy ta’lim tizimidagi o‘rni va ahamiyati yoritilgan. Shuningdek, huquqiy ong, huquqiy tarbiya, huquqiy faoliyat kabi asosiy tushunchalarning mazmuni ochib beriladi, ta’lim muassasalarida huquqiy madaniyatni shakllantirish jarayonidagi mavjud kamchiliklar, yutuqlar, istiqbolli pedagogik yechimlar tahlil qilinadi. Yoshlar ongida qonuniylik, huquqiy mas’uliyat va fuqarolik pozitsiyasini mustahkamlashning samarali pedagogik mexanizmlarini aniqlashga xizmat qiladi.
DOI: 10.15468/dl.5mtrzg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Porcula salvania",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017833-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640832
title: nothobranchius_palmqvisti_spades_02.fasta.gz
DOI: 10.5281/zenodo.18640833
title: nothobranchius_palmqvisti_spades_02.fasta.gz
DOI: 10.15468/dl.5wx6rw
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 GBIF_TEMPORALUNCERTAINTY('2021-03', NULL) col8
FROM
 occurrence
WHERE
 occurrence.datasetkey = 'f4f26f09-319c-4068-9442-f6832df8365c'
LIMIT 1

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017818-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gpnrf
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 GBIF_TEMPORALUNCERTAINTY('2021', NULL) col9,
 GBIF_TEMPORALUNCERTAINTY('2020', NULL) col10
FROM
 occurrence
WHERE
 occurrence.datasetkey = 'f4f26f09-319c-4068-9442-f6832df8365c'
LIMIT 1

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017821-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa3wfa
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachytarpheta reticulata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 257 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017835-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weta2w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Pecari maximus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017834-260208012135463/datasets/export for details.
DOI: 10.15468/dl.mqmu54
title: Occurrence Download

description: A dataset containing 29850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Pecari tajacu",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 29850 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017836-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f2h5t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Sus salvanius",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017837-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14837905
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5281/zenodo.18640860
title: nothobranchius_ugandensis_spades_02.fasta.gz
DOI: 10.5281/zenodo.18640861
title: nothobranchius_ugandensis_spades_02.fasta.gz
DOI: 10.15468/dl.a2df8b
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comanthera brunnea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017840-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q83yf3
title: Occurrence Download

description: A dataset containing 684913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepisosteus platostomus, Lepisosteus platyrhincus, Lepomis auritus, Lepomis cyanellus, Lepomis gibbosus, Lepomis gulosus, Lepomis humilis, Lepomis macrochirus, Lepomis marginatus, Lepomis megalotis, Lepomis miniatus, Lepomis punctatus, Leporacanthicus galaxias, Leporinus fasciatus, Leptobarbus hoevenii, Leptobarbus rubripinna, Leptodactylus validus, Leptodea fragilis, Leptoptilos crumenifer, Leptoptilos crumeniferus, Lernaea cyprinacea, Lethocerus patruelis, Leucaspius delineatus, Leuciscus aspius, Leuciscus baicalensis, Leuciscus idus, Leuciscus leuciscus, Leucocarbo bougainvillii, Leucocasia gigantea, Ligictaluridus floridanus, Ligictaluridus mirabilis, Ligictaluridus pricei, Ligophorus kaohsianghsieni, Ligophorus llewellyni, Ligophorus pilengas, Ligula intestinalis, Ligumia recta, Limia vittata, Limnadia lenticularis, Limnias ceratophylli, Limnias melicerta, Limnobium laevigatum, Limnobium spongia, Limnocaridina tanganyikae, Limnocharis flava, Limnocharis laforestii, Limnodrilus cervix, Limnodrilus maumeensis, Limnodrilus profundicola, Limnodrilus tortilipenis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 684913 records from 800 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017795-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt4p9m
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Catagonus wagneri",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017841-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82phb6
title: Occurrence Download

description: A dataset containing 11492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Tayassu pecari",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11492 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017842-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e84kzj
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Hyemoschus aquaticus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 114 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017843-260208012135463/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.31338817
title: Effective Volume Fraction dataset and code

description: Contents description--------------------<br>data/EVF_dataset_with_calculations.xlsx- Curated experimental dataset assembled from peer-reviewed literature.- Contains elastic, shear, and bulk modulus data for heterogeneous materials.- Includes nominal volume fractions, constituent properties, fitted activation parameters (z), and model predictions used in the manuscript.- This file underlies the main quantitative analyses and multiple figures.<br>data/EVF_z_ML_diagnostics.xlsx- Output of the diagnostic machine-learning analysis.- Contains series-level activation parameters and Random Forest feature-importance results used for interpretation of the EVF activation exponent.- Supports the descriptor-based analysis reported in the Results and Methods.<br>code/z_ml_diagnostics.py- Python script used to perform the Random Forest regression analysis.- Generates the machine-learning diagnostics and feature-importance tables reported in the manuscript.- Uses standard scientific Python libraries (pandas, numpy, scikit-learn).<br>code/z_correlation_statistics.py- Python script used to compute Pearson and Spearman correlations between activation parameters obtained from different micromechanical formulations.- Generates correlation statistics and publication-quality scatter plots reported in the Extended Data.