cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.62hmsp
title: Occurrence Download

description: A dataset containing 30895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (bigyellowtaxon, Bill Cour, Bill Crins, Bill LaBarre, Bill Lynch, Billy Keiper, biomania, bird-sp, birds_and_wasps, BKiliman, blackcap66, blairk52, Blake Cahill, bluerobin, Bob, bobbar, bobl2, bobmundorff, bogend, boghaunter_sk, Bonnie Isaac, Bonnie Semmling, borowskic, botany08, botanygirl, bouskatong_cogesaf, bpilarcik, Brad Vogel, Brad Von Blon, Brady O'Brien, Brandon Corder, Brandon Courtney, brandonbest, Braydon L, Bren Zo, Brenda Van Ryswyk, Brennan Obermayer, brentlewis613, Brian Daggs, Brian G., Brian Gratwicke, Brian Lee Smith, Brian Magurn, Brian Oakes Haiti Hunter, Brian Peirce, Brian Popelier, Brian Rudnick, Brian White, brianaminutella, brianbarkley)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 30895 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008805-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5av3rz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saroglossa spiloptera"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008808-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssa4hm
title: Occurrence Download

description: A dataset containing 1516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachyramphus castaneus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1516 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008809-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5afptm
title: Occurrence Download

description: A dataset listing the 431 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna y flora asociada al Plan de manejo y conservación del palo de aceite (Copaifera pubiflora) en los departamentos de Arauca, Casanare y Vichada",
 "Geometry POLYGON((-89.14723 -1.75579,-52.85277 -1.75579,-52.85277 12.75579,-89.14723 12.75579,-89.14723 -1.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 431 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008797-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8fu94
title: Occurrence Download

description: A dataset containing 1087 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Acropoma japonicum"
 ]
}

 The dataset includes 1087 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008810-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18765635
title: Irbid Housing Dataset 2024–2025 for Apartment Price Prediction

description: This dataset contains real estate listings collected from Irbid, Jordan, between 2024 and September 2025. It includes property characteristics such as size, bedrooms, bathrooms, lounges, floor level, furnishing status, parking availability, and price.

The dataset was used in the research study:"Predicting Apartment Prices in Jordan Using Ensemble Machine Learning Algorithms to Support Investment and Urban Planning Decisions."

All preprocessing and feature engineering steps are described in the associated publication.
DOI: 10.5281/zenodo.18765634
title: Irbid Housing Dataset 2024–2025 for Apartment Price Prediction

description: This dataset contains real estate listings collected from Irbid, Jordan, between 2024 and September 2025. It includes property characteristics such as size, bedrooms, bathrooms, lounges, floor level, furnishing status, parking availability, and price.

The dataset was used in the research study:"Predicting Apartment Prices in Jordan Using Ensemble Machine Learning Algorithms to Support Investment and Urban Planning Decisions."

All preprocessing and feature engineering steps are described in the associated publication.
DOI: 10.15468/dl.qdznde
title: Occurrence Download

description: A dataset containing 15870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (briannabribri, brie_cheese004, brightbluelake, Brighton Lee, brooke Elliott, Bruce Cook, Bruce Grimes, Bruce Slater, Bryan Connolly, bryobro, Bryson Clifford, bsarbin, bubba2005, bubbagumpypo, buffalofuzz, buggabugga, bugladysuzanne, bugzilla, bumblebeebob, bumblerhi, Burls, busybee818, C. Beatty, Caden Carlson, caf50, Cailin O'Connor, Cal, calann, Caleb Catto, Caleb Helsel, Caleb Scholtens, Caleb Shingleton, Cameron Bodine, Cameron Chevalier, Cameron Hartley, camerongatto, Camille Boucher, canadiangreg, Candice Talbot, captainjackson, cardinalwithasunflowerseed, Carlos Domínguez-Rodríguez, carlyfassnacht, carmen3737, carmenperez, Carol Chen, Carol Mullen, Carol Nelson, Caroline Lightowler, Caroline Spang)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 15870 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008813-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6dpzg
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllomedusa venusta",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 405 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008812-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43j9zc
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio flammeus"
 ]
}

 The dataset includes 162 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008814-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpxqsh
title: Occurrence Download

description: A dataset containing 22476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachyramphus cinnamomeus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22476 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008815-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18765681
title: THE ISSUE OF NATIONAL IDENTITY IN THE NOVELS OF ABDULLA QODIRIY

description: This scholarly article analyzes the issue of national identity in the novels of Abdulla Qodiriy, who is recognized as the founder of Uzbek novelism, within aesthetic, socio-philosophical, and historical contexts. Using his novels O‘tkan kunlar and Mehrobdan chayon as primary examples, the study examines national self-consciousness, historical memory, traditions, language, spirituality, state–society relations, and the problem of national character. Historical-analytical, comparative-typological, textual, and discursive analysis methods were applied. The findings demonstrate that in Qodiriy’s novels, the concept of national identity is not merely presented as ethnographic description or historical background, but as a central category of national consciousness, social reform, and the transition toward modernity. The writer portrays national identity not through historical romanticism or idealization, but through critical realism, revealing internal social contradictions.
DOI: 10.5281/zenodo.18765680
title: THE ISSUE OF NATIONAL IDENTITY IN THE NOVELS OF ABDULLA QODIRIY

description: This scholarly article analyzes the issue of national identity in the novels of Abdulla Qodiriy, who is recognized as the founder of Uzbek novelism, within aesthetic, socio-philosophical, and historical contexts. Using his novels O‘tkan kunlar and Mehrobdan chayon as primary examples, the study examines national self-consciousness, historical memory, traditions, language, spirituality, state–society relations, and the problem of national character. Historical-analytical, comparative-typological, textual, and discursive analysis methods were applied. The findings demonstrate that in Qodiriy’s novels, the concept of national identity is not merely presented as ethnographic description or historical background, but as a central category of national consciousness, social reform, and the transition toward modernity. The writer portrays national identity not through historical romanticism or idealization, but through critical realism, revealing internal social contradictions.
DOI: 10.15468/dl.jyqexq
title: Occurrence Download

description: A dataset containing 583 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Umbrina cirrosa"
 ]
}

 The dataset includes 583 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008816-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs4aum
title: Occurrence Download

description: A dataset containing 1125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllostomus discolor",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1125 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008817-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82p8yu
title: Occurrence Download

description: A dataset containing 896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachyramphus marginatus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 896 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008819-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wtqns
title: Occurrence Download

description: A dataset containing 23287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (carolyarnell, Carolyn Brown, Carrie Seltzer, carriestaples, Carter Dorscht, Carya Cornell, Casey Bonds, Casey Harless, Cass Stabler, cass_evs, Cassidy Martin, Cassie Rangel, castin_cous, castlewood-plants, Cat Chang, cathykerr492, caylaburch, Cecil Smith, cecilglenwood, Cedar Schwab, ceph, cfm, Chace Scholten, Chad Greenlee, Charles Fisher, charlesgodbout, Charlotte Brennan, Chase Mathey, Chase Wilson, Chase Zobl, cheatmt, Chelsea Gottfried, chemist-1, Cherie Cornmesser, cherz13, Chia⚡aka Cory Chiappone, chl622, cholzapfel, Chris Chimaera, Chris Habeck, Chris Martine, Chris S., Chris Stahl, chris00, chris_syrett, Chrissy Gallo, Christa Wise, ChristianKustra, christiansenea, christine-lee)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 23287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008818-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqwy5t
title: Occurrence Download

description: A dataset containing 1323 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Beryx decadactylus"
 ]
}

 The dataset includes 1323 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008820-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g76a2x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachyramphus niger",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008821-260221153910048/datasets/export for details.
DOI: 10.15468/dl.ste5t3
title: Occurrence Download

description: A dataset containing 968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllostylon rhamnoides",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 968 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008823-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npjgat
title: Occurrence Download

description: A dataset containing 27391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Christophe Turcotte-van de Rydt, Christopher David Benda, Christopher Evans, christopher-g-harris, Chuck Cantley, Chuck Meyer, Chuck Williams, cigazze, cimiles, Cindy Clark, City of Bonner Springs, Kansas, Parks and Recreation Department, citystreamwatch, Claire Ciafré, claireayer, clairefern, clairefetterman, Claude ૐ, Claudie Bouffard, clearbrookmlb, Cliff Hirst, cmanias, cmeinhold, cmenker, cmidden, cmorien, codymitchell56, coffeenebula, Cole Guyton, Cole Tiemann, ColinDJones, Colleen, Collin Gross, Colton Johnstone, Connie, Connie McRill, Connor Bruemmer, Connor Gordon, Connor Nussbaum, Connor Ross, Constanza Ehrenhaus, Conway Hawn, coonnk192, courtneylaw1, cozzzzz, cpaillard, cperkin, crypbit, crystal, cs1651, csavvage)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 27391 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008822-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18765696
title: SOCIO-ECONOMIC CONSEQUENCES OF ENVIRONMENTAL PROBLEMS IN UZBEKISTAN

description: Environmental degradation in Uzbekistan has become one of the most pressing challenges affecting sustainable development, public health, and economic stability. This study examines the socio-economic consequences of major environmental problems in Uzbekistan, including the Aral Sea crisis, air pollution, water scarcity, land degradation, and climate change impacts. The research analyzes how environmental deterioration influences public health expenditures, labor productivity, migration patterns, agricultural output, and overall economic growth. Using statistical analysis, comparative assessment, and logical generalization methods, the study identifies key negative externalities and evaluates policy responses. The findings reveal that environmental problems significantly increase healthcare costs, reduce agricultural productivity, exacerbate social inequality, and intensify regional disparities. The paper concludes with policy recommendations aimed at strengthening environmental governance, promoting green technologies, and enhancing socio-economic resilience in Uzbekistan.
DOI: 10.5281/zenodo.18765695
title: SOCIO-ECONOMIC CONSEQUENCES OF ENVIRONMENTAL PROBLEMS IN UZBEKISTAN

description: Environmental degradation in Uzbekistan has become one of the most pressing challenges affecting sustainable development, public health, and economic stability. This study examines the socio-economic consequences of major environmental problems in Uzbekistan, including the Aral Sea crisis, air pollution, water scarcity, land degradation, and climate change impacts. The research analyzes how environmental deterioration influences public health expenditures, labor productivity, migration patterns, agricultural output, and overall economic growth. Using statistical analysis, comparative assessment, and logical generalization methods, the study identifies key negative externalities and evaluates policy responses. The findings reveal that environmental problems significantly increase healthcare costs, reduce agricultural productivity, exacerbate social inequality, and intensify regional disparities. The paper concludes with policy recommendations aimed at strengthening environmental governance, promoting green technologies, and enhancing socio-economic resilience in Uzbekistan.
DOI: 10.15468/dl.472js6
title: Occurrence Download

description: A dataset containing 43184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachyramphus polychopterus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43184 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008825-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge2tdt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031813-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ett8tz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043590-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8krh7
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera langebergensis L.Bolus"
 ]
}

 The dataset includes 67 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032043-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkutgk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031815-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hsjb5
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysina orizabae (Bates, 1889)"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217067-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynhmv5
title: Occurrence Download

description: A dataset containing 894 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia acradenia F.Muell."
 ]
}

 The dataset includes 894 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032041-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n8tkc
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens duclouxii Hook.fil."
 ]
}

 The dataset includes 137 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032048-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waljsn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043585-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.