cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6yapnz
title: Occurrence Download

description: A dataset containing 1230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenella attenuata (Gray, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1230 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001216-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xegh8j
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (4cadac10-3e7b-11d9-8439-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, e8eada63-4a33-44aa-b2fd-4f71efb222a0, 8edbbde0-055e-11d8-b850-b8a03c50a862)",
 "TaxonKey is Lithobates spectabilis (Hillis & Frost, 1985)",
 "Year 1960-2025"
 ]
}

 The dataset includes 1083 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001217-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14868276
title: LEXICAL SYNONYMY IN NEWS DISCOURSE
DOI: 10.5281/zenodo.14868277
title: LEXICAL SYNONYMY IN NEWS DISCOURSE
DOI: 10.15468/dl.6u3r4g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steno attenuatus Gray, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001218-250213122211068/datasets/export for details.
DOI: 10.15468/dl.hhp3pg
title: Occurrence Download

description: A dataset containing 1363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physeter macrocephalus Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1363 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001219-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.242xpa
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physeter catodon Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001220-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb5uqe
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zeus faber Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 393 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001221-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14841278
title: Data and Code for 'Farm-scale inequality patterns of land ownership and groundwater access in California's Central Valley'

description: This repository contains the following datasets:



'cropland_parcels_filtered_owners_deidentified' : spatial data of parcel centroids with key metrics (parcel area, land value, etc.). Parcel data obtained from Regrid. Owner names, address information, etc. have been removed and polygons represented as centroid points for privacy reasons, as per Regrid policy

'final well-parcel matches, deidentified' : csv of final well-parcel matches with well metrics (well depth, capacity, etc.) and parcel metrics (parcel area, land value, etc.). Owner names, address information, etc. have been removed for privacy reasons as per Regrid policy

'filtered_gw_basins' : Spatial data of Central Valley groundwater subbasin boundaries from California Department of Water Resources (CADWR), download accessible here



Processed to include 1981-2023 mean annual precipitation by subbasin from CHIRPS

Joined with subbasin critically overdrafted status, as declared by CADWR, obtained from the SGMA Data Viewer



'central_valley_counties': Spatial data of Central Valley county boundaries, obtained from the tigris package in R

'depth_to_gw_points' : Spatial point data of depth to groundwater from Fall 2023, obtained from the SGMA Data Viewer, under 'Groundwater Levels' --> 'Seasonal Reports'

'filtered_PLSS_sections' : Spatial data of PLSS section boundaries that intersect Central Valley subbasins, obtained from the California Data Portal

'filtered_wells_with_section' : Spatial point data based on CA DWR's Online System for Well Completion Reports (OSWCR)



Joined with standardised well data from the US Groundwater Database (USGWD) and filtered for wells that intersect Central Valley subbasins



'sw_districts_filtered' : Spatial data of boundaries for public water districts or private trusts that we assume likely have surface water access. We obtained these boundaries from the SGMA Data Viewer under 'Reference Layers' --> 'Water Agencies'

'crops_3311' : raster data of 2023 land use from the Cropland Data Layer


The repository also contains the following code, which is also available in the Github repository linked below:



'regrid_processing_analysis.Rmd': walks through all cleaning and processing of the above datasets in order to match groundwater wells with cropland parcels and calculate total cropland and groundwater ownership metrics needed for analysis and visualisations

'regrid_analysis.Rmd': walks through all descriptive & statistical analysis, as well as creation of all visualisations and tables, included in the manuscript and supplementary materials
DOI: 10.5281/zenodo.14841279
title: Data and Code for 'Farm-scale inequality patterns of land ownership and groundwater access in California's Central Valley'

description: This repository contains the following datasets:



'cropland_parcels_filtered_owners_deidentified' : spatial data of parcel centroids with key metrics (parcel area, land value, etc.). Parcel data obtained from Regrid. Owner names, address information, etc. have been removed and polygons represented as centroid points for privacy reasons, as per Regrid policy

'final well-parcel matches, deidentified' : csv of final well-parcel matches with well metrics (well depth, capacity, etc.) and parcel metrics (parcel area, land value, etc.). Owner names, address information, etc. have been removed for privacy reasons as per Regrid policy

'filtered_gw_basins' : Spatial data of Central Valley groundwater subbasin boundaries from California Department of Water Resources (CADWR), download accessible here



Processed to include 1981-2023 mean annual precipitation by subbasin from CHIRPS

Joined with subbasin critically overdrafted status, as declared by CADWR, obtained from the SGMA Data Viewer



'central_valley_counties': Spatial data of Central Valley county boundaries, obtained from the tigris package in R

'depth_to_gw_points' : Spatial point data of depth to groundwater from Fall 2023, obtained from the SGMA Data Viewer, under 'Groundwater Levels' --> 'Seasonal Reports'

'filtered_PLSS_sections' : Spatial data of PLSS section boundaries that intersect Central Valley subbasins, obtained from the California Data Portal

'filtered_wells_with_section' : Spatial point data based on CA DWR's Online System for Well Completion Reports (OSWCR)



Joined with standardised well data from the US Groundwater Database (USGWD) and filtered for wells that intersect Central Valley subbasins



'sw_districts_filtered' : Spatial data of boundaries for public water districts or private trusts that we assume likely have surface water access. We obtained these boundaries from the SGMA Data Viewer under 'Reference Layers' --> 'Water Agencies'

'crops_3311' : raster data of 2023 land use from the Cropland Data Layer


The repository also contains the following code, which is also available in the Github repository linked below:



'regrid_processing_analysis.Rmd': walks through all cleaning and processing of the above datasets in order to match groundwater wells with cropland parcels and calculate total cropland and groundwater ownership metrics needed for analysis and visualisations

'regrid_analysis.Rmd': walks through all descriptive & statistical analysis, as well as creation of all visualisations and tables, included in the manuscript and supplementary materials
DOI: 10.5281/zenodo.14867211
title: ChaoyangWang/PSR_for_Discovering_Unified_Crack_Growth_Models
DOI: 10.5281/zenodo.14867212
title: ChaoyangWang/PSR_for_Discovering_Unified_Crack_Growth_Models
DOI: 10.15468/dl.jf9dw9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pampus punctatissimus (Temminck & Schlegel, 1845)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001222-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.furjkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stromateus punctatissimus Temminck & Schlegel, 1845",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001223-250213122211068/datasets/export for details.
DOI: 10.15468/dl.jagxe8
title: Occurrence Download

description: A dataset containing 467745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chromadorea"
 ]
}

 The dataset includes 467745 records from 620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001208-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjs5za
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyporthodus septemfasciatus (Thunberg, 1793)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001224-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14853912
title: EOL CV Object Detection for Image Cropping - ground truth vs model predictions shown on images

description: Bounding boxes of computer vision model predictions versus ground truths from EOL user generated crops are shown on EOL images. Supporting documentation for Wolcott et al. 2025, in prep.
DOI: 10.5281/zenodo.14853913
title: EOL CV Object Detection for Image Cropping - ground truth vs model predictions shown on images

description: Bounding boxes of computer vision model predictions versus ground truths from EOL user generated crops are shown on EOL images. Supporting documentation for Wolcott et al. 2025, in prep.
DOI: 10.5281/zenodo.14868293
title: РОЛЬ ЛИДЕРСТВА В ФОРМИРОВАНИИ МОТИВАЦИИ И СПЛОЧЕННОСТИ ТРУДОВОГО КОЛЛЕКТИВА
DOI: 10.5281/zenodo.14868294
title: РОЛЬ ЛИДЕРСТВА В ФОРМИРОВАНИИ МОТИВАЦИИ И СПЛОЧЕННОСТИ ТРУДОВОГО КОЛЛЕКТИВА
DOI: 10.15468/dl.afxeuw
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus septemfasciatus (Thunberg, 1793)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avqawg
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyporthodus octofasciatus (Griffin, 1926)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001226-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9maeft
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takifugu porphyreus (Temminck & Schlegel, 1850)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001227-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh6hr2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetraodon porphyreus Temminck & Schlegel, 1850",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001228-250213122211068/datasets/export for details.
DOI: 10.6084/m9.figshare.28414973
title: <b>RNA-Seq of Bos taurus:adult male</b>

description: Twelve Huaxi cattle with the highest LMA (loin eye muscle, H-LMA) and the lowest LMA (L-LMA) were selected for transcriptome analysis to identify candidate genes regulating the LMA trait.At the time of slaughter, Samples of the left longissimus dorsi muscle from all male individuals were collected and placed into 5 mL freezing tubes, which were immediately frozen in liquid nitrogen and subsequently transferred to a liquid nitrogen tank for long-term storage. These samples will be used for transcriptome sequencing. Illumina NovaSeq 6000 paired end sequencing for LD muscle.
DOI: 10.15468/dl.7zmz2x
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus maruadsi (Temminck & Schlegel, 1843)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 395 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001229-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bk7p34
title: Occurrence Download

description: A dataset containing 4387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is FishBase Database",
 "Country is Australia"
 ]
}

 The dataset includes 4387 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001232-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skwyye
title: Occurrence Download

description: A dataset containing 3116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Carnegie Museum of Natural History - Mollusks",
 "Country is Australia"
 ]
}

 The dataset includes 3116 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001230-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynudq5
title: Occurrence Download

description: A dataset containing 3075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is LACM Entomology Collection",
 "Country is Australia"
 ]
}

 The dataset includes 3075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001231-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e5ynb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caranx maruadsi Temminck & Schlegel, 1843",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001233-250213122211068/datasets/export for details.
DOI: 10.15468/dl.5jzt77
title: Occurrence Download

description: A dataset containing 3056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Economic Botany Collection Specimens",
 "Country is Australia"
 ]
}

 The dataset includes 3056 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001234-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmv3jg
title: Occurrence Download

description: A dataset containing 97543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus leucas (Müller & Henle, 1839)"
 ]
}

 The dataset includes 97543 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001235-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pddyth
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Circaeaster agrestis Maxim."
 ]
}

 The dataset includes 346 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001237-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6hcau
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomber rochei Risso, 1810",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001238-250213122211068/datasets/export for details.
DOI: 10.34740/kaggle/dsv/10481116
title: Public Sector Network
DOI: 10.15468/dl.q3cb4v
title: Occurrence Download

description: A dataset containing 20642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Capsicum annuum L."
 ]
}

 The dataset includes 20642 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001239-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2hfw1w
title: CCDC 2307238: Experimental Crystal Structure Determination

description: Related Article: Lorena Camargo-Ayala, Luis Prent-Peñaloza, Edison Osorio, Paola Andrea Camargo-Ayala, Claudio A. Jimenez, Felipe Zúñiga-Arbalti, Iván Brito, Gerzon E. Delgado, Margarita Gutiérrez, Efraín Polo-Cuadrado|2024|Bioorg.Chem.|153|107896|doi:10.1016/j.bioorg.2024.107896
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jm1mv
title: CCDC 2342007: Experimental Crystal Structure Determination

description: Related Article: Yu Lei, Yinshan Wen, Xiaoliang Xu, Qiong Hu, Meng Chang, Ruihua Qiang, Yimin Hu|2024|Org.Biomol.Chem.|22|8263|doi:10.1039/D4OB01264J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kbgq3
title: CCDC 2363555: Experimental Crystal Structure Determination

description: Related Article: Qing You, Jiamin Cai, Jie Zhang, Xigeng Zhou|2024|Inorg.Chem.Front.|11|7501|doi:10.1039/D4QI01882F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/27c8pwsd6v.1
title: Road damage and defect

description: N-RDD2024
DOI: 10.17632/27c8pwsd6v.2
title: N-RDD2024:Road damage and defect

description: The RDD2022 dataset contains road images from six countries (India, Japan, Czech Republic, Norway, China, and USA). However, in the presented dataset, four damage types were considered. There are many road defects in road networks. The edited and updated dataset is called N-RDD2024. 10 different types of defects were considered in this dataset. The defect classes labeled are longitudinal cracks (D00), transverse cracks (D10), alligator cracks (D20), repaired cracks (D30), potholes (D40), pedestrian crossing blurs (D50), lane line blurs (D60), manhole covers (D70), patchy road sections (D80) and rutting (D90), respectively. The process of detecting and classifying all defects in road pavement will become more robust for institutions/organizations and researchers.