cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jp6ctg
title: Occurrence Download

description: A dataset containing 2378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.05608 9.93166,-84.04125 9.93166,-84.04125 9.94696,-84.05608 9.94696,-84.05608 9.93166))",
 "HasCoordinate is true",
 "TaxonKey is Pitangus sulphuratus (Linnaeus, 1766)"
 ]
}

 The dataset includes 2378 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078814-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpfnd8
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gastrotheca riobambae (Fowler, 1913)"
 ]
}

 The dataset includes 1022 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078815-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11301218
title: Effectiveness of Teachers' Learning on Students' Learning: At the Secondary Level in Bangladesh
DOI: 10.5281/zenodo.11301219
title: Effectiveness of Teachers' Learning on Students' Learning: At the Secondary Level in Bangladesh
DOI: 10.15468/dl.wmvtd8
title: Occurrence Download

description: A dataset containing 4402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ophiopogon japonicus (Thunb.) Ker Gawl."
 ]
}

 The dataset includes 4402 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078817-240506114902167/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.26036368
title: Additional file 1 of Identification of RAD17 as a candidate cancer predisposition gene in families with histories of pancreatic and breast cancers

description: Supplementary Material 1
DOI: 10.15468/dl.aw49vr
title: Occurrence Download

description: A dataset containing 30793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nigella damascena L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30793 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078816-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/4jx2-2y7h
title: Nitrogen oxides at Monte Cimone

description: Measurement of Nitrogen oxides at Monte Cimone
DOI: 10.6084/m9.figshare.26036368.v1
title: Additional file 1 of Identification of RAD17 as a candidate cancer predisposition gene in families with histories of pancreatic and breast cancers

description: Supplementary Material 1
DOI: 10.15468/dl.gpb25c
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actaea ×ludovici B.Boivin)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078819-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11301140
title: Social Media Activism and Sloganeering in Nigeria: Examining the Socio-Political Contexts in the 'No Gree for Anybody' Mantra
DOI: 10.5281/zenodo.11301141
title: Social Media Activism and Sloganeering in Nigeria: Examining the Socio-Political Contexts in the 'No Gree for Anybody' Mantra
DOI: 10.15468/dl.msk7y9
title: Occurrence Download

description: A dataset containing 4347010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-106.33151 30.03361,-88.51843 30.03361,-88.51843 48.69722,-106.33151 48.69722,-106.33151 30.03361))",
 "HasGeospatialIssue is false",
 "Year 2021-2024"
 ]
}

 The dataset includes 4347010 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078813-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86t9tf
title: Occurrence Download

description: A dataset containing 26890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actaea rubra (Aiton) Willd.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26890 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078820-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15550272
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15550273
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.6259r9
title: Occurrence Download

description: A dataset containing 44862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula alexandri (Linnaeus, 1758)",
 "Year 1863-2025"
 ]
}

 The dataset includes 44862 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008098-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7trkmn
title: Occurrence Download

description: A dataset containing 2310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2310 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029183-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3chgvg
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand, Bhutan)",
 "Geometry POLYGON((76.43509 -7.52082,136.56491 -7.52082,136.56491 16.52082,76.43509 16.52082,76.43509 -7.52082))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gardeniopsis Miq."
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029185-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/y5vuat
title: Replication Data and Code for 'Absolute and Relative Mobility: Two Frameworks for Connecting Intergenerational Mobility in Absolute and Relative Terms'

description: Replication Data and Code for "Absolute and Relative Mobility: Two Frameworks for Connecting Intergenerational Mobility in Absolute and Relative Terms" (Sociological Methods and Research)
DOI: 10.15468/dl.6ntc65
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Auckland Museum Botany Collection",
 "TaxonKey is Tropaeolum speciosum Poepp. & Endl."
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029186-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84wmvx
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-75.60269 6.15582,-75.56661 6.15263,-75.56329 6.17966,-75.58917 6.18451,-75.60269 6.15582))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 309 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029188-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3b6d5
title: Occurrence Download

description: A dataset containing 826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((176.72928 -39.59202,177.27991 -39.59202,177.27991 -39.37186,176.72928 -39.37186,176.72928 -39.59202))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosthemadera novaeseelandiae (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 826 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029187-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsab67
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dimorphotheca Vaill."
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029189-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15364015
title: All the data supporting the paper: Efficiently Laser Driven Terahertz Surface Plasmon Polaritons on Long Metal Wire
DOI: 10.5281/zenodo.15364016
title: All the data supporting the paper: Efficiently Laser Driven Terahertz Surface Plasmon Polaritons on Long Metal Wire
DOI: 10.15468/dl.5mwefp
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterois miles (Bennett, 1828)"
 ]
}

 The dataset's 3 records were derived from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029184-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3bc5q
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Filago L."
 ]
}

 The dataset includes 105 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029191-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc7wpy
title: Occurrence Download

description: A dataset containing 6456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica L."
 ]
}

 The dataset includes 6456 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029192-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87qdmt
title: Occurrence Download

description: A dataset containing 3530543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calidris pugnax (Linnaeus, 1758), Calidris pygmaea (Linnaeus, 1758), Calidris ruficollis (Pallas, 1776), Calidris subminuta (Middendorff, 1853), Calidris subruficollis (Vieillot, 1819), Calidris temminckii (Leisler, 1812), Calidris tenuirostris (Horsfield, 1821), Gallinago gallinago (Linnaeus, 1758), Gallinago hardwickii (J.E.Gray, 1831), Gallinago megala Swinhoe, 1861, Gallinago nemoricola Hodgson, 1836, Gallinago solitaria Hodgson, 1831, Gallinago stenura (Bonaparte, 1831), Limnodromus scolopaceus (Say, 1822), Limnodromus semipalmatus (Blyth, 1848), Limosa lapponica (Linnaeus, 1758), Limosa limosa (Linnaeus, 1758), Lymnocryptes minimus (Brünnich, 1764), Numenius arquata (Linnaeus, 1758), Numenius madagascariensis (Linnaeus, 1766), Numenius minutus Gould, 1841, Numenius phaeopus (Linnaeus, 1758), Phalaropus fulicarius (Linnaeus, 1758), Phalaropus lobatus (Linnaeus, 1758), Scolopax rusticola Linnaeus, 1758, Tringa brevipes (Vieillot, 1816), Tringa erythropus (Pallas, 1764), Tringa flavipes (J.F.Gmelin, 1789), Tringa glareola Linnaeus, 1758, Tringa guttifer (Nordmann, 1835), Tringa incana (J.F.Gmelin, 1789), Tringa nebularia (Gunnerus, 1767), Tringa ochropus Linnaeus, 1758, Tringa stagnatilis (Bechstein, 1803), Tringa totanus (Linnaeus, 1758), Xenus cinereus (Güldenstädt, 1775), Stercorarius longicaudus Vieillot, 1819, Stercorarius maccormicki H.Saunders, 1893, Stercorarius parasiticus (Linnaeus, 1758), Stercorarius pomarinus (Temminck, 1815), Turnix suscitator (J.F.Gmelin, 1789), Turnix sylvaticus (Desfontaines, 1789), Turnix tanki Blyth, 1843, Anastomus oscitans (Boddaert, 1783), Ciconia boyciana Swinhoe, 1873, Ciconia ciconia (Linnaeus, 1758), Ciconia episcopus (Boddaert, 1783), Ciconia nigra (Linnaeus, 1758), Leptoptilos javanicus (Horsfield, 1821), Mycteria leucocephala (Pennant, 1769), Chalcophaps indica (Linnaeus, 1758), Columba eversmanni Bonaparte, 1856, Columba hodgsonii Vigors, 1832, Columba janthina Temminck, 1830, Columba leuconota Vigors, 1831, Columba livia J.F.Gmelin, 1789, Columba oenas Linnaeus, 1758, Columba palumbus Linnaeus, 1758, Columba pulchricollis Blyth, 1846, Columba punicea Blyth, 1842)",
 "Geometry POLYGON((73.4990129 3.8378886,135.0873769 3.8378886,135.0873769 53.5616571,73.4990129 53.5616571,73.4990129 3.8378886))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 3530543 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029175-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2shuuc
title: Occurrence Download

description: A dataset containing 1287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctanthes L."
 ]
}

 The dataset includes 1287 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029193-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hqb7y
title: Occurrence Download

description: A dataset containing 6456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica L."
 ]
}

 The dataset includes 6456 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029195-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1184/r1/28297076
title: SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language Models

description: This research introduces \segsub, a framework for applying targeted image perturbations to investigate VLM resilience against knowledge conflicts. Our analysis reveals distinct vulnerability patterns: while VLMs are robust to parametric conflicts (20% adherence rates), they exhibit significant weaknesses in identifying counterfactual conditions (&lt;30% accuracy) and resolving source conflicts (&lt;1% accuracy). Correlations between contextual richness and hallucination rate (r = -0.368, p = 0.003) reveal the kinds of images that are likely to cause hallucinations. Through targeted fine-tuning on our benchmark dataset, we demonstrate improvements in VLM knowledge conflict detection, establishing a foundation for developing hallucination-resilient multimodal systems in information-sensitive environments.
DOI: 10.1184/r1/28297076.v2
title: KOALA: Knowledge Conflict Augmentations for Robustness in Vision Language Models

description: We propose KOALA, a framework that applies targeted perturbations to image sources to study and improve the robustness of VLMs against three different types of knowledge conflicts, namely parametric, source, and counterfactual conflicts. Contrary to prior findings that showed that LLMs are sensitive to parametric conflicts arising from textual perturbations, we find VLMs are largely robust to image perturbation. On the other hand, VLMs perform poorly on counterfactual examples (&lt;30\% accuracy) and fail to reason over source conflicts (&lt;1\% accuracy). We also find a link between hallucinations and image context, with GPT-4o prone to hallucination when presented with highly contextualized counterfactual examples. While challenges persist with source conflicts, finetuning models significantly improves reasoning over counterfactual samples. Our findings highlight the need for VLM training methodologies that enhance their reasoning capabilities, particularly in addressing complex knowledge conflicts between multimodal sources.
DOI: 10.1184/r1/28297076.v3
title: SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language Models

description: This research introduces \segsub, a framework for applying targeted image perturbations to investigate VLM resilience against knowledge conflicts. Our analysis reveals distinct vulnerability patterns: while VLMs are robust to parametric conflicts (20% adherence rates), they exhibit significant weaknesses in identifying counterfactual conditions (&lt;30% accuracy) and resolving source conflicts (&lt;1% accuracy). Correlations between contextual richness and hallucination rate (r = -0.368, p = 0.003) reveal the kinds of images that are likely to cause hallucinations. Through targeted fine-tuning on our benchmark dataset, we demonstrate improvements in VLM knowledge conflict detection, establishing a foundation for developing hallucination-resilient multimodal systems in information-sensitive environments.
DOI: 10.15468/dl.h7tbyx
title: Occurrence Download

description: A dataset containing 6456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica L."
 ]
}

 The dataset includes 6456 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029194-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15398092
title: SACCI-CMIP6: South American Climate Change Impacts on floods and droughts
title: Impactos de mudanças climáticas sobre secas e cheias na América do Sul

description: SACCI-CMIP6 dataset (South American Climate Change Impacts) provides projections of climate change impacts over South American hydrology, including topics related to (i) water balance, (ii) floods and extreme precipitation, (iii) flooded area and wetlands, (iv) droughts, and (v) low flows.

Results are based on hydrological modeling using MGB-SA continental model (Siqueira et al., 2018) with hydroclimatic inputs of downscaled CMIP6 runs (Thrasher et al., 2022). MGB-SA provides daily outputs (river discharge and level, evapotranspiration, flood extent and total water storage) over more than 30 thousand catchments and river reaches (~15 km length and > 1,000 km² drainage area), which were post processed to generate the present database.

This dataset was developed by the Institute of Hydraulic Research (IPH) from UFRGS in colaboration with the Brazilian Water Agency (ANA). It is described in a scientific report on Climate change impacts on floods and droughts in South America (Paiva et al., 2024) and in scientific papers (e.g. Petry et al. 2025, for analyses on floods and extreme precipitation).

Dataset documentation is currently available only in portuguese. Additional information regarding methodology and results can be seen below in Published works.

 

Published works

Scientific Report on climate change impacts on floods and droughts in South America

Paiva, R. C. D., Collischonn, W., Miranda, P. T., Fagundes, H.O., W., Kolling, A., Castro, L., Rossi, J., Matte, G., Laipelt, L., Alves. W, Petry. I (2024). Cooperação em tecnologias para análises hidrológicas em escala nacional. CLIMA: Impactos de Mudanças Climáticas em Extremos de Vazão (Cheias e Estiagens) – Relatório Final. IPH-ANA-HGE-CLIMA-A3. UFRGS: IPH, [Porto Alegre]. ANA, [Brasília].

Changes in Flood Magnitude and Frequency Projected for Vulnerable Regions and Major Wetlands of South America

Petry, I., Miranda, P. T., Paiva, R. C. D., Collischonn, W., Fan, F. M., Fagundes, H. O., Araujo, A. A., & Souza, S. (2025). Changes in Flood Magnitude and Frequency Projected for Vulnerable Regions and Major Wetlands of South America. Geophysical Research Letters, 52(5). https://doi.org/10.1029/2024GL112436

 

Other references

Siqueira, V. A., Paiva, R. C. D., Fleischmann, A. S., Fan, F. M., Ruhoff, A. L., Pontes, P. R. M., Paris, A., Calmant, S., & Collischonn, W. (2018). Toward continental hydrologic-hydrodynamic modeling in South America. Hydrology and Earth System Sciences, 22(9), 4815–4842. https://doi.org/10.5194/hess-22-4815-2018

Thrasher, B., Wang, W., Michaelis, A., Melton, F., Lee, T., & Nemani, R. (2022). NASA Global Daily Downscaled Projections, CMIP6. Scientific Data 2022 9:1, 9(1), 1–6. https://doi.org/10.1038/s41597-022-01393-4