cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n7p66v
title: Occurrence Download

description: A dataset containing 32210003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((5.82777 38.79352,4.63608 41.74781,1.35894 42.84955,-3.10989 43.71704,-11.00481 43.71704,-13.09027 38.67733,-18.75078 28.00404,-16.06948 26.01347,-14.87505 27.21449,-11.59791 29.31352,-9.66142 34.98477,-7.42701 35.71375,-4.74478 36.06887,-1.80416 36.50442,5.82777 38.79352))",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "Year 2000-2026"
 ]
}

 The dataset includes 32210003 records from 949 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013431-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skrqj4
title: Occurrence Download

description: A dataset containing 141322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla indica"
 ]
}

 The dataset includes 141322 records from 938 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013393-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjhyn3
title: Occurrence Download

description: A dataset listing the 56 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "Geometry POLYGON((-72.08539 -37.17976,-71.93933 -37.20476,-71.8959 -37.09291,-71.95894 -37.0515,-72.01169 -37.04343,-72.16583 -37.05705,-72.08539 -37.17976))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, CR, NT, LC)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 56 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014339-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18168301
title: GlobalRice20: A 20 m resolution global paddy rice dataset for 2015 and 2024 derived from multi-source remote sensing

description: GlobalRice20 is a global 20 m paddy rice dataset for 2015 and 2024, designed to support global food security assessment and tracking progress toward SDG 2 (Zero Hunger). The maps were generated using a dedicated Time-Series-to-Vision framework (T2VRCM) that converts heterogeneous optical and SAR time series into standardized 2D visual representations, enabling robust mapping despite cloud contamination, irregular temporal sampling, and missing sensor modalities, particularly in cloud-prone tropical regions. The dataset was produced from Sentinel-1/2 and Landsat-8 imagery and validated against reference samples, achieving an overall accuracy of 92.33%; comparisons with national agricultural statistics further demonstrate strong consistency. The data are released as binary uint8 GeoTIFFs in EPSG:4326, where 1 denotes paddy rice, and are organized into global 45° × 45° tiles with one GeoTIFF per tile. Files follow the naming convention 2015_Lat{minLat}_Lon{minLon}.tif and 2024_Lat{minLat}_Lon{minLon}.tif (e.g., 2024_Lat0_Lon135.tif).
DOI: 10.5281/zenodo.18168302
title: GlobalRice20: A 20 m resolution global paddy rice dataset for 2015 and 2024 derived from multi-source remote sensing

description: GlobalRice20 is a global 20 m paddy rice dataset for 2015 and 2024, designed to support global food security assessment and tracking progress toward SDG 2 (Zero Hunger). The maps were generated using a dedicated Time-Series-to-Vision framework (T2VRCM) that converts heterogeneous optical and SAR time series into standardized 2D visual representations, enabling robust mapping despite cloud contamination, irregular temporal sampling, and missing sensor modalities, particularly in cloud-prone tropical regions. The dataset was produced from Sentinel-1/2 and Landsat-8 imagery and validated against reference samples, achieving an overall accuracy of 92.33%; comparisons with national agricultural statistics further demonstrate strong consistency. The data are released as binary uint8 GeoTIFFs in EPSG:4326, where 1 denotes paddy rice, and are organized into global 45° × 45° tiles with one GeoTIFF per tile. Files follow the naming convention 2015_Lat{minLat}_Lon{minLon}.tif and 2024_Lat{minLat}_Lon{minLon}.tif (e.g., 2024_Lat0_Lon135.tif).
DOI: 10.57702/n0chpump
title: NIST16

description: The dataset used in the paper for image manipulation detection
DOI: 10.15468/dl.32xa64
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.766459 23.707892, 88.689764 23.702315, 88.614977 23.685723, 88.54395599999999 23.658529, 88.478464 23.621407, 88.42012099999999 23.575281, 88.370367 23.521295, 88.330423 23.460786, 88.301265 23.395251, 88.283596 23.326312, 88.277835 23.255668, 88.284105 23.185061, 88.302232 23.116227, 88.331754 23.050858, 88.371931 22.990557, 88.42176600000001 22.936802, 88.480029 22.890906, 88.545287 22.853993, 88.615944 22.826964, 88.690273 22.810478, 88.766459 22.804938, 88.842645 22.810478, 88.916973 22.826964, 88.98763 22.853993, 89.05288899999999 22.890906, 89.11115100000001 22.936802, 89.16098599999999 22.990557, 89.20116299999999 23.050858, 89.23068499999999 23.116227, 89.248813 23.185061, 89.255082 23.255668, 89.24932099999999 23.326312, 89.23165299999999 23.395251, 89.202494 23.460786, 89.16255099999999 23.521295, 89.112797 23.575281, 89.05445400000001 23.621407, 88.988961 23.658529, 88.91794 23.685723, 88.843153 23.702315, 88.766459 23.707892))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080016-251120083545085/datasets/export for details.
DOI: 10.57702/oz7xwa3m
title: Vision-by-Language for Training-Free Compositional Image Retrieval

description: Compositional Image Retrieval through Vision-by-Language (CIReVL) is a training-free approach for Zero-Shot Compositional Image Retrieval (CIR). Utilizing off-the-shelf pre-trained models, CIReVL achieves strong performance across multiple CIR benchmarks.
DOI: 10.57702/wkhgvuek
title: QUBIQ

description: The QUBIQ dataset is a multi-rater, multi-center, multi-modality dataset that includes both 2D and 3D segmentation tasks. It features various modalities such as MRI and CT; various organs such as the brain, prostate, kidney, and pancreas; and different image dimensions 2D-vs-3D.
DOI: 10.57702/oe6vdryd
title: The plista dataset

description: The plista dataset is a collection of news articles and user interactions.
DOI: 10.57702/325c4isl
title: Correction Focused Language Model Training for Speech Recognition

description: Language models have been commonly adopted to boost the performance of automatic speech recognition (ASR) particularly in domain adaptation tasks. Conventional way of LM training treats all the words in corpora equally, resulting in suboptimal improvements in ASR performance. In this work, we introduce a novel correction focused LM training approach which aims to prioritize ASR fallible words.
DOI: 10.57702/a4ydv5f5
title: Weather data from the 1972 talk by Edward Norton Lorenz

description: The dataset used in the paper is the weather data from the 1972 talk by Edward Norton Lorenz.
DOI: 10.57702/lsdcrng2
title: Neuromorpho Dataset

description: The NeuroMorpho dataset contains neuron morphologies from various species.
DOI: 10.57702/y5ds2lsc
title: Massachusetts General Hospital Brain MRI Dataset

description: A dataset of more than 10,000 uncurated, heterogeneous brain MRI scans acquired at Massachusetts General Hospital.
DOI: 10.57702/rof13xpv
title: ReCOVery

description: This dataset contains news information verified by domain experts (labeled as true or fake) and how the news spreads on Twitter.
DOI: 10.57702/5bc4laym
title: NAS-Bench-201

description: The dataset used in the paper is the NAS-Bench-201 dataset, which is a benchmark for neural architecture search.
DOI: 10.57702/bu3064p0
title: SAM-DRIVEN WEAKLY SUPERVISED NODULE SEGMENTATION WITH UNCERTAINTY-AWARE CROSS TEACHING

description: Automated nodule segmentation is essential for computer-assisted diagnosis in ultrasound images. Nevertheless, most existing methods depend on precise pixel-level annotations by medical professionals, a process that is both costly and labor-intensive. Recently, segmentation foundation models like SAM have shown impressive generalizability on natural images, suggesting their potential as pseudo-labelers.
DOI: 10.57702/mfoz8rd2
title: USR-TopicalChat

description: This dataset is used for dialogue response evaluation.
DOI: 10.57702/ex6u71s6
title: Precipitation Nowcasting with Satellite Imagery

description: Precipitation nowcasting dataset using satellite imagery and radar data
DOI: 10.57702/8jsbgc3t
title: Channel Estimation with Mixed Resolution RF Chains

description: The dataset is used for channel estimation in massive MIMO systems with mixed resolution RF chains.
DOI: 10.57702/g8n5m9ed
title: Synthetic test set for DNS

description: Synthetic test set for DNS. Contains 300 far-end and near-end signal pairs with SER of 0, 3.5, 7 dB.
DOI: 10.57702/je4m6u4m
title: Second-Order Semantic Dependency Parsing with End-to-End Neural Networks

description: Semantic dependency parsing aims to iden-tify semantic relationships between words in a sentence that form a graph.
DOI: 10.57702/dubxb7oc
title: Metz

description: The dataset used in the paper is a collection of drug-target interaction data, with features such as chemical properties and genomic data.
DOI: 10.7910/dvn/d2fvoo
title: Replication Data "Labour-intensive geographies and support for radical right parties"

description: Dataset and coding scripts replicating all tables and figures included in the published article.
description: Stata, 18
DOI: 10.57702/l4jw1bef
title: Lyft Motion Prediction Dataset

description: The dataset used in the paper is the Lyft Motion Prediction Dataset, which contains samples of real-world driving on a complex, urban route in Palo Alto, California.
DOI: 10.57702/htw342u8
title: Celegans

description: The dataset contains user-user relationship on the Chinese movie review platform.
DOI: 10.15468/dl.jvmqy5
title: Occurrence Download

description: A dataset containing 536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis chrosomus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 536 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/3mfvcp1u
title: SSWL database of Syntactic Parameters

description: The SSWL database contains syntactic structures of world languages and their syntactic parameters.
DOI: 10.57702/u8x6pydi
title: Anonymous Twitter Dataset

description: The dataset used in this paper is a collection of tweets from Anonymous accounts and a random sample of non-Anonymous Twitter users.
DOI: 10.25549/inscriptifact-ouc112037270
title: Cuneiform Tablet 1913.14.1687, Spurlock 1913.14.1687

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1687; CDLI P421538 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Medium to Dark Gray (N 4.5/ 15.6% R) -discoloration Moderate Yellowish Pink (5YR 7.5/4) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 5.6 x 3.5 x 1.9 cm (38 g)
DOI: 10.15468/dl.qnkyw5
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1970",
 "TaxonKey is Anopheles annulipes Walker, 1856",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 539 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226707-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5d9h2
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus coulteri Harv. ex A.Gray",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 700 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048840-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vaxpge
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((97.2 34.4,126.07 34.4,126.07 53.39,97.2 53.39,97.2 34.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Mustela sibirica Pallas, 1773",
 "TaxonKey is Hemiechinus auritus (Gmelin, 1770)",
 "TaxonKey is Sciurotamias davidianus (Milne-Edwards, 1867)",
 "TaxonKey is Marmota himalayana (Hodgson, 1841)",
 "TaxonKey is Cardiocranius paradoxus Satunin, 1903",
 "TaxonKey is Salpingotus crassicauda Vinogradov, 1924",
 "TaxonKey is Euchoreutes naso Sclater, 1891",
 "TaxonKey is Brachiones przewalskii (Büchner, 1889)",
 "TaxonKey is Ochotona cansus Lyon, 1907",
 "TaxonKey is Lepus mandshuricus Radde, 1861",
 "TaxonKey is Otocolobus manul (Pallas, 1776)",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "TaxonKey is Pseudois nayaur (Hodgson, 1833)",
 "TaxonKey is Lepus timidus Linnaeus, 1758",
 "TaxonKey is Procapra gutturosa (Pallas, 1777)",
 "TaxonKey is Ovis ammon (Linnaeus, 1758)"
 ]
 }
 ]
}

 The dataset includes 163 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112037186
title: Cuneiform Tablet 1913.14.1687, Spurlock 1913.14.1687

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1687; CDLI P421538 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Medium to Dark Gray (N 4.5/ 15.6% R) -discoloration Moderate Yellowish Pink (5YR 7.5/4) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 5.6 x 3.5 x 1.9 cm (38 g)
DOI: 10.15468/dl.swgshp
title: Occurrence Download

description: A dataset containing 1622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hosta sieboldiana (Hook.) Engl.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1622 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065151-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smp2q9
title: Occurrence Download

description: A dataset containing 4674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Rhus typhina L."
 ]
}

 The dataset includes 4674 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098179-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112037102
title: Cuneiform Tablet 1913.14.1688, Spurlock 1913.14.1688

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1688; CDLI P421539 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Brownish Pink (5YR 8/1.5) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.8 cm (27 g)
DOI: 10.15468/dl.avvtnj
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odondebuenia balearica (Pellegrin & Fage, 1907)"
 ]
}

 The dataset includes 35 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048849-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm2b2r
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaonia bambusa Shinonaga & Kano, 1971",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226697-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5v45r
title: Occurrence Download

description: A dataset containing 16356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actias luna Linnaeus, 1758"
 ]
}

 The dataset includes 16356 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304262-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53uq4e
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceresium holophaeum Bates, 1873",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226719-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112037234
title: Cuneiform Tablet 1913.14.1688, Spurlock 1913.14.1688

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1688; CDLI P421539 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Brownish Pink (5YR 8/1.5) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.8 cm (27 g)
DOI: 10.15468/dl.36q744
title: Occurrence Download

description: A dataset containing 1584247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cardamine flexuosa With., Cardamine hamiltonii G.Don, Cardamine hirsuta L., Cardamine impatiens L., Cardamine trichocarpa Hochst. ex A.Rich., Cardiospermum grandiflorum Sw., Cardiospermum halicacabum L., Cardiospermum hirsutum Willd., Cardiospermum microcarpum Kunth, Carduus acanthoides L., Carduus cephalanthus Viv., Carduus crispus L., Carduus nutans L., Carduus platypus Lange, Carduus pycnocephalus L., Carduus tenuiflorus Curtis, Carex acutiformis Ehrh., Carex brizoides L., Carex divulsa Stokes, Carex flacca Schreb.)"
 ]
}

 The dataset includes 1584247 records from 3212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000060-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0155042.10fu
title: SH0155042.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18194798
title: Sugarcane Productivity Dataset

description: This dataset consists of processed, plot-level observations developed for sugarcane productivity prediction using multi-source satellite imagery and machine learning approaches. The dataset integrates field-based productivity measurements, remote sensing-derived indicators, and environmental variables, collected from three sugarcane plots situated within a single, homogeneous agroecological zone over four consecutive planting seasons.

Each record represents a plot-level observation aggregated at a specific observation date, capturing the temporal progression of crop development while maintaining spatial consistency. The target variable is sugarcane productivity, measured at the plot level and used as the response variable in predictive modeling. The predictor variables comprise:





Vegetation indices extracted from multispectral imagery acquired by Sentinel-2 and Landsat-9,




Morphological attributes, including planting age and crop development indicators,




Meteorological variables representing local climatic conditions during the growing season,




Derived features engineered to enhance model sensitivity to productivity-related dynamics.



All data sources were temporally synchronized to ensure consistency between satellite acquisitions, field observations, and meteorological records. Preprocessing steps included data cleaning, plot-level aggregation, and temporal alignment to minimize noise, missing values, and temporal mismatch across variables.

The dataset is intended to support reproducible research, methodological benchmarking, and comparative evaluation of machine learning models for sugarcane productivity prediction under controlled agroecological conditions. While spatial variability is intentionally limited, the dataset emphasizes temporal generalization, multi-source data fusion, and predictive robustness, making it particularly suitable for methodological studies rather than large-scale spatial extrapolation