cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/2gsy-8b70
title: "EarthReason"

description: "Remote sensing has become critical for understanding environmental dynamics, urban planning, and disaster management. However, traditional remote sensing workflows often rely on explicit segmentation or detection methods, which struggle to handle complex, implicit queries that require reasoning over spatial context, domain knowledge, and implicit user intent. Motivated by this, we introduce a new task, i.e., geospatial pixel reasoning, which allows implicit querying and reasoning and generates the mask of the target region. To advance this task, we construct and release the first large-scale benchmark dataset called EarthReason, which comprises 5,434 manually annotated image masks with over 30,000 implicit question-answer pairs. Moreover, we propose SegEarth-R1, a simple yet effective language-guided segmentation baseline that integrates a hierarchical visual encoder, a large language model (LLM) for instruction parsing, and a tailored mask generator for spatial correlation. The design of SegEarth-R1 incorporates domain-specific adaptations, including aggressive visual token compression to handle ultra-high-resolution remote sensing images, a description projection module to fuse language and multi-scale features, and a streamlined mask prediction pipeline that directly queries description embeddings. Extensive experiments demonstrate that SegEarth-R1 achieves state-of-the-art performance on both reasoning and referring segmentation tasks, significantly outperforming traditional and LLM-based segmentation methods. Our data and code are all released at https:\/\/github.com\/earth-insights\/SegEarth-R1."
DOI: 10.5281/zenodo.17182650
title: Effectiveness and anatomical fidelity of case-specific high-fidelity trainers in robotic-assisted MIDCAB simulation
DOI: 10.15468/dl.z9nnzu
title: Occurrence Download

description: A dataset containing 2455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2455 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008526-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ua8d5u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008527-250920141307145/datasets/export for details.
DOI: 10.15468/dl.uncndp
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008528-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzscvv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Guadeloupe, Martinique, Saint Martin (French part), Saint Barthélemy, Saint Pierre and Miquelon, French Guiana, French Southern Territories, Mayotte, Réunion, French Polynesia, New Caledonia, Wallis and Futuna)",
 "Geometry POLYGON((5.9334 43.11906,5.93605 43.11906,5.93605 43.12434,5.9334 43.12434,5.9334 43.11906))"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008529-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpgmfs
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliergon cordifolium"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008530-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13146496
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.c9bhk9
title: Occurrence Download

description: A dataset containing 1629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colchicum europaeum)",
 "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 1629 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfjmd5
title: Occurrence Download

description: A dataset containing 13706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "TaxonKey is Juncus tenuis"
 ]
}

 The dataset includes 13706 records from 327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008532-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd3627
title: Occurrence Download

description: A dataset containing 2500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2500 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008534-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt6xqn
title: Occurrence Download

description: A dataset containing 12361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melastoma malabathricum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12361 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vanekc
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008535-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc3uns
title: Occurrence Download

description: A dataset containing 4333810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-6.26858 43.88853,-6.6218 42.67546,-2.75957 42.54514,-2.65195 43.96122,-6.26858 43.89937,-6.26858 43.88853))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4333810 records from 659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008473-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ukyzk
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria guicciardii Boiss."
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013037-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmhgvo
title: Occurrence Download

description: A dataset containing 12214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is New Caledonia",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 12214 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006281-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncrwv2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena clypeata Smith, 1853)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278023-200613084148143/datasets/export for details.
DOI: 10.15468/dl.wgthjw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena fulva Eversmann, 1852)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278031-200613084148143/datasets/export for details.
DOI: 10.15468/dl.925uzz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia manokwariensis (Mich.J.Parsons) Buchwalder & Wanke"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012999-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksrilc
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is Australia",
 "TaxonKey is Rubus fruticosus L."
 ]
}

 The dataset includes 1784 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcg24v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museum of Comparative Zoology, Harvard University",
 "TaxonKey is Fundulus diaphanus menona Jordan & Copeland, 1877"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079713-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9brach
title: Occurrence Download

description: A dataset containing 48825 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ictiologia Collection - Instituto Nacional de Pesquisas da Amazônia (INPA)"
 ]
}

 The dataset includes 48825 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnd8fv
title: Occurrence Download

description: A dataset containing 208132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis thaliana (L.) Heynh."
 ]
}

 The dataset includes 208132 records from 1364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013033-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfjjms
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaeleo namaquensis Smith, 1831",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ys9q69
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Altiphrynoides osgoodi (Loveridge, 1932)"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020716-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spbzbm
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena dentata Smith, 1879)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278028-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw4tz9
title: Occurrence Download

description: A dataset containing 920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Conopodium majus subsp. majus, Conopodium majus subsp. marizianum (Samp.) López Udias & Mateo, Conopodium pyrenaeum (Loisel.) Miégev., Conopodium subcarneum (Boiss. & Reut.) Boiss. & Reut., Conringia austriaca (Jacq.) Sweet, Conringia clavata Boiss., Conringia orientalis (L.) Dumort., Delphinium ajacis L., Delphinium arenarium (Carlström) Jabbour, Delphinium hispanicum Costa)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 920 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069124-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqrmdc
title: Occurrence Download

description: A dataset containing 3793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-125.15625000000001 41.83682786072714, -125.15625000000001 42.35854391749705, -119.970703125 42.35854391749705, -119.88281249999999 39.095962936305476, -113.90625 34.66935854524543, -114.521484375 32.84267363195431, -117.50976562499999 32.47269502206151, -118.65234374999999 32.62087018318113, -120.673828125 33.94335994657882, -123.134765625 37.78808138412046, -124.98046874999999 40.58058466412761, -125.15625000000001 41.83682786072714))",
 "TaxonKey is Salix laevigata Bebb"
 ]
}

 The dataset includes 3793 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nawvs
title: Occurrence Download

description: A dataset containing 509010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uria aalge (Pontoppidan, 1763)"
 ]
}

 The dataset includes 509010 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251340-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwetlo
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "PublishingOrg is ee45975b-3d89-42b5-ac7a-c03f47b6dcb4",
 "HasCoordinate is true",
 "TaxonKey is Urosalpinx cinerea (Say, 1822)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008787-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6ewcm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris oligodonta (Desv.) Pic.Serm.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014976-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z95geh
title: Occurrence Download

description: A dataset containing 6740 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Brachypteryx montana Horsfield, 1821"
 ]
}

 The dataset includes 6740 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023297-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnibma
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bufo eichwaldi Litvinchuk, Borkin, Skorinov & Rosanov, 2008"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008787-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpc5rj
title: Occurrence Download

description: A dataset containing 8940 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Botaurus pinnatus (Wagler, 1829)"
 ]
}

 The dataset includes 8940 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023290-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nmf69
title: Occurrence Download

description: A dataset listing the 26616 species recorded in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is one of (Papilionidae, Nymphalidae, Pieridae, Lycaenidae, Riodinidae, Hesperiidae, Hedylidae)"
 ]
}

 The dataset's 26616 records were derived from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008567-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zlpzki
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olimarabidopsis pumila (Stephan) Al-Shehbaz, O'Kane & R.A.Price",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 228 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008788-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxggav
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diclis ovata Benth."
 ]
}

 The dataset includes 146 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023313-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnqmkn
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cornufer opisthodon (Boulenger, 1884)"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040377-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.