cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.53m7u9
title: Occurrence Download

description: A dataset containing 14551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.01364 36.4912,-4.77457 36.4912,-4.77457 36.55604,-5.01364 36.55604,-5.01364 36.4912))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 14551 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022806-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cyykx
title: Occurrence Download

description: A dataset containing 6328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.58799 36.11506,-5.5159 36.11506,-5.5159 36.15854,-5.58799 36.15854,-5.58799 36.11506))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 6328 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022804-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8hj65
title: Occurrence Download

description: A dataset containing 9787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myrmecophaga tridactyla"
 ]
}

 The dataset includes 9787 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000207-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqymtt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptiloglossa wilmattae Cockerell, 1949"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qs7zn
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geodia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 117 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000248-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysb7bn
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Romanogobio elimeius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000247-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16966542
title: Madrid Heatwave Potential Risk

description: The Heatwave Risk map, by combining data on temperature (hazard), population by age group (exposure), and morphological characteristics of the area (vulnerability), allows to derive a risk index (between 0 and 100) where values close to zero are risk-free as opposed to values close to 100 that identify the most critical areas to be prioritized.

Include

Normalized index (0–1) indicating the potential risk of heatwavesHeatwave risk index calculated specifically for school areasThree-band TIFF file for visualization purposes
DOI: 10.5281/zenodo.16966543
title: Madrid Heatwave Potential Risk

description: The Heatwave Risk map, by combining data on temperature (hazard), population by age group (exposure), and morphological characteristics of the area (vulnerability), allows to derive a risk index (between 0 and 100) where values close to zero are risk-free as opposed to values close to 100 that identify the most critical areas to be prioritized.

Include

Normalized index (0–1) indicating the potential risk of heatwavesHeatwave risk index calculated specifically for school areasThree-band TIFF file for visualization purposes
DOI: 10.15468/dl.g5df2z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteromius afrohamiltoni (Crass, 1960)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023016-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7wu2t9
title: Occurrence Download

description: A dataset containing 19936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Upupa epops Linnaeus, 1758",
 "Year 1045-2025"
 ]
}

 The dataset includes 19936 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023072-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wmvhp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteromius argenteus (Günther, 1868)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023215-250525065834625/datasets/export for details.
DOI: 10.15468/dl.n9r4sz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteromius annectens (Gilchrist & Thompson, 1917)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023117-250525065834625/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.29117321.v3
title: Codes and data_CA-What If model_Version2.6

description: Including the detailed Python codes of the proposed CA-What If? model, and the datasets for the case study in the submission.
DOI: 10.15468/dl.jpg793
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aetheolaena involucrata (Kunth) B.Nord."
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022726-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfrzyn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliconia willisiana Abalo & G.Morales"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023173-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9uqpb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022808-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5g4eqe
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deprea glabra (Standl.) Hunz."
 ]
}

 The dataset includes 185 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022965-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/shcg-1p67
title: DCLDE 2015 Datasets
DOI: 10.15468/dl.cb7cq4
title: Occurrence Download

description: A dataset containing 894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chironectes minimus"
 ]
}

 The dataset includes 894 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000208-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce92cd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella (Valenciennes, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022924-250525065834625/datasets/export for details.
DOI: 10.15468/dl.97pzp8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea ferruginea J.F.Sm. & J.L.Clark"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022925-250525065834625/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.29996329
title: test2

description: wwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwok？？？
DOI: 10.6084/m9.figshare.29996329.v1
title: test2

description: wwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwok？？？
DOI: 10.15468/dl.uumn68
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Zizania texana"
 ]
}

 The dataset includes 67 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000250-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drdrm9
title: Occurrence Download

description: A dataset containing 27416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Opuntia ficus-indica"
 ]
}

 The dataset includes 27416 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000249-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4f5b14f10a0ba50305d829594d20f086
title: BioCON Biomass Cover and SLA 1998-2022

description: The data and code in this package are associated with the analysis for a manuscript titled "Elevated CO2 and N gradually weaken the influence of diversity on ecosystem stability". The files include 25 years of data on species specific cover and biomass, total aboveground biomass, and realized species richness from 260 plots of the BioCON experiment. It also includes treatment specific means of specific leaf area (SLA) for plant species in BioCON.
DOI: 10.15468/dl.p4k34x
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.17003 11.37603,-73.16914 11.3604,-73.15172 11.34506,-73.12101 11.35866,-73.08144 11.37806,-73.07199 11.39601,-73.06654 11.41437,-73.0692 11.43348,-73.08042 11.43637,-73.12885 11.41119,-73.14302 11.40482,-73.17003 11.37603))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023017-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15602965
title: Experimental Data for Photochemical Machining of Cu-Zn Alloys

description: Photochemical machining (PCM) is a precise, non-traditional process used for fabricating intricate features in nonferrous alloys. This study aims to optimize PCM parameters for copper-zinc (Cu-Zn) alloys using ferric chloride (FeCl₃) as the etchant. The influence of etchant concentration, temperature, and etching time on surface roughness, material removal rate (MRR), and edge deviation was evaluated using a full factorial design. Surface morphology and alloy composition were analyzed through high-resolution electron imaging and elemental analysis. Results revealed that low-zinc alloys like CuZn10 yielded smoother surfaces and lower MRR due to their reduced chemical reactivity. In contrast, high-zinc alloys like CuZn40 exhibited higher MRR but with increased surface roughness and edge deviation. Statistical validation through ANOVA confirmed the significance of all three process parameters. To address conflicting machining objectives, multi-response optimization was carried out using the overall evaluation criterion (OEC), enabling a balanced trade-off among key responses. The findings emphasize the pivotal role of zinc content in determining etching behaviour and stress the need for alloy-specific parameter tuning. This work offers a structured approach for enhancing precision and efficiency in PCM of Cu-Zn alloys, contributing to better control and predictability in microfabrication processes.
DOI: 10.5281/zenodo.15602966
title: Experimental Data for Photochemical Machining of Cu-Zn Alloys

description: Photochemical machining (PCM) is a precise, non-traditional process used for fabricating intricate features in nonferrous alloys. This study aims to optimize PCM parameters for copper-zinc (Cu-Zn) alloys using ferric chloride (FeCl₃) as the etchant. The influence of etchant concentration, temperature, and etching time on surface roughness, material removal rate (MRR), and edge deviation was evaluated using a full factorial design. Surface morphology and alloy composition were analyzed through high-resolution electron imaging and elemental analysis. Results revealed that low-zinc alloys like CuZn10 yielded smoother surfaces and lower MRR due to their reduced chemical reactivity. In contrast, high-zinc alloys like CuZn40 exhibited higher MRR but with increased surface roughness and edge deviation. Statistical validation through ANOVA confirmed the significance of all three process parameters. To address conflicting machining objectives, multi-response optimization was carried out using the overall evaluation criterion (OEC), enabling a balanced trade-off among key responses. The findings emphasize the pivotal role of zinc content in determining etching behaviour and stress the need for alloy-specific parameter tuning. This work offers a structured approach for enhancing precision and efficiency in PCM of Cu-Zn alloys, contributing to better control and predictability in microfabrication processes.
DOI: 10.15468/dl.pe7aqd
title: Occurrence Download

description: A dataset containing 2215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gryllidae",
 "Year 1045-2025"
 ]
}

 The dataset includes 2215 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023078-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnvuc8
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea brasiliana var. subincana (Choisy) J.R.I.Wood & Scotland"
 ]
}

 The dataset includes 575 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023214-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9cfqv
title: Occurrence Download

description: A dataset containing 79201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 79201 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023206-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu6p7j
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callianthe darwinii (Hook.fil.) Donnell"
 ]
}

 The dataset includes 101 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022727-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77tqub
title: Occurrence Download

description: A dataset containing 1534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioscorea acanthogene Rusby, Dioscorea alainii Raz, Dioscorea amazonum Mart. ex Griseb.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1534 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022728-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7288/v4/magic/20427
title: Institute-for-Rock-Magnetism/RMB-oxyhydroxides: RMB-oxyhydroxides data (Dataset)

description: Paleomagnetic, rock magnetic, or geomagnetic data found in the MagIC data repository from a paper titled: Institute-for-Rock-Magnetism/RMB-oxyhydroxides: RMB-oxyhydroxides data
DOI: 10.15468/dl.4jaf3e
title: Occurrence Download

description: A dataset containing 2141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Agropyron cristatum (L.) Gaertn.",
 "Year 2020-2025"
 ]
}

 The dataset includes 2141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022809-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeym74
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Engraulicypris brevianalis (Boulenger, 1908)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 217 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022966-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24097
title: Chandra X-ray Observatory ObsId 24097

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/25643
title: Chandra X-ray Observatory ObsId 25643

description: 2022 Spring Semester - Calibration Observations of Cas A
DOI: 10.25574/26403
title: Chandra X-ray Observatory ObsId 26403

description: Mysterious structure of 3C58 PWN: What has changed in 20 years?