cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29052638
title: <b>Transcriptome profiling of nasopharyngeal carcinoma 5-8F cells after CENPN knockdown</b>

description: This dataset contains the processed RNA-seq expression matrix of nasopharyngeal carcinoma (NPC) 5-8F cells with stable knockdown of <i>CENPN</i>. RNA sequencing was performed using the Illumina HiSeq platform. Expression values were transformed using the formula log₂(value + 1) to facilitate downstream analysis and visualization.The dataset includes: log2_expression_matrix.xls:a log₂-transformed gene expression matrix with genes as rows and samples as columns.sample_info.xlsx: metadata including sample names, treatment conditions, and grouping information.README.txt: description of the experimental design and data processing steps.
DOI: 10.21227/56m8-5s25
title: "Lab Grown Diamond"

description: "Pure Jewels India is a premier online destination for exquisite lab-grown diamond jewelry, offering a stunning range of rings, necklaces, and more. Renowned for their eco-friendly elegance, their handcrafted pieces, like the captivating Oval Diamond Ring, blend timeless sophistication with sustainable craftsmanship. With authentic designs at affordable prices, Pure Jewels India is a must-visit for jewelry lovers seeking brilliance and value."
DOI: 10.15468/dl.gv9ugr
title: Occurrence Download

description: A dataset containing 2216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Handroanthus heptaphyllus (Vell.) Mattos"
 ]
}

 The dataset includes 2216 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029505-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56sedq
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cuttsia F.Muell."
 ]
}

 The dataset includes 708 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029506-250426092105405/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.29061470
title: <b>Bayesian Network Modeling of Flood Cascade Dynamics and Climate-induced Risks in the Pearl River Delta Urban Agglomeration</b>

description: Climate change and rapid urbanization are intensifying flood vulnerability in highly urbanized delta regions. This study develops a Bayesian network model to assess the vulnerability and cascading failure dynamics of flood control infrastructure in the Pearl River Delta (PRD) urban agglomeration under future climatic scenarios. By integrating multi-source hydrological data, network topology, and conditional probability inference, the model quantifies systemic flood susceptibility and identifies critical failure nodes within the regional flood network. To evaluate future flood hazards, downscaled climate projections from global climate models (GCMs) and a stochastic weather generator (WeaGETS) were employed to simulate extreme precipitation patterns. Results indicate that in certain areas of the PRD, 100-year return period design rainstorm values may increase by up to 100% by the 2050s, particularly under high-emission scenarios. Spatial analysis reveals that the central and southeastern PRD (including Guangzhou, Shenzhen, and Dongguan) are most susceptible to cascading flood failures due to dense hydrological interconnectivity and topographic constraints. These findings underscore the urgent need for climate-adaptive infrastructure planning, enhanced early-warning systems, and integrated watershed management. By bridging hydrological modeling, climate impact assessment, and network-based vulnerability analysis, this study offers a systematic, data-driven framework to support resilient urban flood governance in deltaic megacities facing compounding environmental risks.
DOI: 10.34740/kaggle/dsv/11804001
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.g77gey
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cyamopsis DC."
 ]
}

 The dataset includes 206 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029508-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26179/qm16-zy63
title: Robinson Ridge Manual and Semi-Automated Vegetation Labels with UAV Orthomosaics
DOI: 10.15468/dl.mhfbkg
title: Occurrence Download

description: A dataset containing 1356534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus L."
 ]
}

 The dataset includes 1356534 records from 4188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029501-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt6hnt
title: Occurrence Download

description: A dataset containing 143568 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Movement patterns of Peruvian Boobies off Isla Lobos de Tierra 2006"
 ]
}

 The dataset includes 143568 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001989-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcxwnj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030001-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqjjn7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens",
 "Country is Kazakhstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030002-250811113504898/datasets/export for details.
DOI: 10.15468/dl.g8u5ye
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens",
 "Country is Turkmenistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030004-250811113504898/datasets/export for details.
DOI: 10.15468/dl.9dhqjr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rineloricaria langei)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030008-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtmu7q
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030010-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyecbz
title: Occurrence Download

description: A dataset containing 15582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15582 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030011-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6u8pt
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anastrepha ludens"
 ]
}

 The dataset includes 850 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030012-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.16904/9
title: High resolution sea ice surface topography from the SIPEX-2 expedition, East Antarctica, 2012

description: This dataset comprises of a post-processed set of terrestrial laser scans (TLS’s) of Antarctic sea ice obtained during the Sea Ice Physics and Ecosystem Experiment-2 (SIPEX-2, http://seaice.acecrc.org.au/sipex2012/) in September-November 2012. The post-processing steps include the registration of the individual scans into a single 3-dimensional point cloud, the removal of unwanted noise caused by particles in the air (i.e., snow crystals), and the final generation of surface grids based on the cleaned individual point returns. The final product includes the ‘xyz’ coordinates of the individual point measurements, and gridded surfaces covering study areas of 100m x 100 m, and at resolutions of 0.01 m, 0.1 m, 0.25 m, 0.5 m and 1 m for each of the survey dates. Additionally, subgrid statistics that include the mean elevation, standard deviation, minimum and maximum elevations, range, and number of point returns in each gridcell are generated. The final product is provided in space-delimited text files, with the surface grids provided in Digital Terrain Model (DTM) format ready for visualization in any GIS software.
How to cite:
Please also cite the original publication when using this data set.: Trujillo, E., K. Leonard, T. Maksym, and M. Lehning (2016), Changes in snow distribution and surface topography following a snowstorm on Antarctic sea ice, J. Geophys. Res. Earth Surf., 121, doi:[10.1002/2016JF003893](https://dx.doi.org/10.1002/2016JF003893).
description: Resource Title: Data processing documentation
 Size: 848896 bytes
 Format: application/msword
 URL: https://www.envidat.ch/dataset/c88b82ed-d54e-43e6-b4e4-7ae1ee06a014/resource/bb51210c-6738-41d4-b4a4-31dd08f4725e/download/tlssipex-2metadata.doc
 Description:
description: Resource Title: Post Processed TLS's 
 Size: 932144467 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/c88b82ed-d54e-43e6-b4e4-7ae1ee06a014/resource/2557ecb5-e65d-4d60-97ce-fd6696ee2d00/download/10-16904-9sipex2dat.zip
 Description: Compressed dat files
DOI: 10.16904/envidat.68
title: Large GIS raster data derived from Natural Earth Data (Cross Blended Hypso with Shaded Relief and Water)

description: The attached data are some large GIS raster files (GeoTIFFs) made with Natural Earth data. Natural Earth is a free vector and raster map data @ naturalearthdata.com. The data used for creating these large files was the "Cross Blended Hypso with Shaded Relief and Water". Data was concatenated to achieve larger and larger files. Internal pyramids were created, in order that the files can be opened easily in a GIS software such as QGIS or by a (future) GIS data visualisation module integrated in EnviDat.
Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com
description: Resource Title: Bulk Data Access
 Size: 111669149696 bytes
 Format: No Info
 URL: https://envicloud.wsl.ch/#/?bucket=https%3A%2F%2Fos.zhdk.cloud.switch.ch%2Fenvicloud%2F&prefix=doi%2Fenvidat.68%2F
 Description: Link to the S3 bucket where all the data resources can be downloaded in bulk
description: Resource Title: map preview 0.5MB
 Size: 482223 bytes
 Format: .jpg
 URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.68/gisdata/tiny_map_preview.jpg
 Description:
DOI: 10.15468/dl.pu4hpj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil cephalus",
 "Country is Azerbaijan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030013-250811113504898/datasets/export for details.
DOI: 10.15468/dl.8bqqdx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil cephalus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030014-250811113504898/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.29963843.v1
title: <b>Mineralogy of Mackenzie basin soil-free bare crusts, New Zealand</b>

description: Late Cenozoic silty and sandy sediments in the semi-arid Mackenzie basin have been eroded and redeposited almost entirely from nearby Mesozoic greywacke basement. Fine (commonly micron scale) phyllosilicate flakes, including clays, are randomly distributed and randomly oriented, and the sediments are porous. Dry surface crusts (mm-cm scale) on bare soil-free areas are locally cemented by clay minerals and biofilm but remain friable and porous. Surface waters drain through the sediments faster than evaporation occurs, even from tarns in depressions. Hence, evaporative salts are absent apart from traces of calcium sulphate and sodium chloride in the immediate subsurface of clay-rich gravel . Mackenzie basin bare ground chemistry (pH 5-8; electrical conductivity, EC &lt;1 mS/cm) is different from saline bare ground derived from Otago Schist (pH 7-11; EC 1-60 mS/cm) where stacked coarse mica flakes accentuate impermeability and evaporative salt accumulation. Greywacke-sourced Mackenzie basin bare ground hosts dryland vegetation established near ephemeral tarns are mostly not salt-tolerant. This contrasts with salt-tolerant plant species that also grow in association with evaporative ephemeral surface water on schist-derived saline sites in inland Otago. Absence of high salinity allows exotic plant encroachment on the Mackenzie basin bare ground.
DOI: 10.6084/m9.figshare.29963843
title: <b>Mineralogy of Mackenzie basin soil-free bare crusts, New Zealand</b>

description: Late Cenozoic silty and sandy sediments in the semi-arid Mackenzie basin have been eroded and redeposited almost entirely from nearby Mesozoic greywacke basement. Fine (commonly micron scale) phyllosilicate flakes, including clays, are randomly distributed and randomly oriented, and the sediments are porous. Dry surface crusts (mm-cm scale) on bare soil-free areas are locally cemented by clay minerals and biofilm but remain friable and porous. Surface waters drain through the sediments faster than evaporation occurs, even from tarns in depressions. Hence, evaporative salts are absent apart from traces of calcium sulphate and sodium chloride in the immediate subsurface of clay-rich gravel . Mackenzie basin bare ground chemistry (pH 5-8; electrical conductivity, EC &lt;1 mS/cm) is different from saline bare ground derived from Otago Schist (pH 7-11; EC 1-60 mS/cm) where stacked coarse mica flakes accentuate impermeability and evaporative salt accumulation. Greywacke-sourced Mackenzie basin bare ground hosts dryland vegetation established near ephemeral tarns are mostly not salt-tolerant. This contrasts with salt-tolerant plant species that also grow in association with evaporative ephemeral surface water on schist-derived saline sites in inland Otago. Absence of high salinity allows exotic plant encroachment on the Mackenzie basin bare ground.
DOI: 10.15468/dl.fwsya6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil cephalus",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030015-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc7cms
title: Occurrence Download

description: A dataset containing 4454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Leucosticte tephrocotis"
 ]
}

 The dataset includes 4454 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030016-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8cxxy
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cordia weddellii",
 "Year 1970-2025"
 ]
}

 The dataset includes 110 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030017-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx84vg
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicrossus maculatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030018-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q57ck3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030019-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsvs4p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030020-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4a5drx
title: Occurrence Download

description: A dataset listing the 38710 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "GadmGid is USA.5_1",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 38710 records were derived from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030009-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyay57
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hoplerythrinus unitaeniatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 932 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030022-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqz43q
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030023-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6krbdj
title: Occurrence Download

description: A dataset containing 244539574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.43435 45.4548,-123.42531 28.13407,-109.6542 22.22008,-102.89601 31.61941,-108.98779 41.47923,-126.43435 45.4548))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 244539574 records from 2535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029962-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h96zp3
title: Occurrence Download

description: A dataset containing 1082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Swietenia humilis Zucc.",
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Material citation)"
 ]
}

 The dataset includes 1082 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012861-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfngtu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Urocolius macrourus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085668-250717081556266/datasets/export for details.