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

description: A dataset containing 6974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Biscutella laevigata, Biscutella laevigata, Biscutella laevigata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 6974 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012344-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5ju5h
title: Occurrence Download

description: A dataset listing the 198 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen)",
 "Geometry POLYGON((-70.02 -55.4,-66.36 -55.4,-66.36 -54.8,-70.02 -54.8,-70.02 -55.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gastropoda"
 ]
}

 The dataset's 198 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012325-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18487273
title: A COMPREHENSIVE APPROACH BASED ON PHAGE THERAPY IN THE TREATMENT OF PURULENT-INFLAMMATORY COMPLICATIONS DEVELOPING AFTER CESAREAN SECTION

description: Purulent-inflammatory complications developing after cesarean section remain one of the leading causes of maternal morbidity and complications in obstetric practice. Despite the widespread use of antibiotic therapy, the increasing prevalence of antibiotic-resistant microorganisms and biofilm formation significantly limits treatment effectiveness. This literature review analyzes scientific studies published over the past five years and highlights the potential of a comprehensive approach based on phage therapy in the treatment of post-cesarean purulent-inflammatory complications. The high specificity of bacteriophages, their ability to disrupt biofilms, and their synergistic effect with antibiotics make them a promising therapeutic option for the management of postoperative infections.
DOI: 10.5281/zenodo.18487274
title: A COMPREHENSIVE APPROACH BASED ON PHAGE THERAPY IN THE TREATMENT OF PURULENT-INFLAMMATORY COMPLICATIONS DEVELOPING AFTER CESAREAN SECTION

description: Purulent-inflammatory complications developing after cesarean section remain one of the leading causes of maternal morbidity and complications in obstetric practice. Despite the widespread use of antibiotic therapy, the increasing prevalence of antibiotic-resistant microorganisms and biofilm formation significantly limits treatment effectiveness. This literature review analyzes scientific studies published over the past five years and highlights the potential of a comprehensive approach based on phage therapy in the treatment of post-cesarean purulent-inflammatory complications. The high specificity of bacteriophages, their ability to disrupt biofilms, and their synergistic effect with antibiotics make them a promising therapeutic option for the management of postoperative infections.
DOI: 10.15468/dl.vw4qw6
title: Occurrence Download

description: A dataset containing 2632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argemone mexicana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2632 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012346-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71819/bmunje
title: Coleção de Malacologia do MZSUP

description: A coleção malacológica do Museu de Zoologia da Universidade de São Paulo (MZSP), Brasil, é
provavelmente o maior da América Latina. Construída através dos esforços contínuos de vários pesquisadores ao longo dos últimos séculos, abriga mais de 132 mil lotes e mais de 1,3 milhão de espécimes de moluscos, incluindo conchas, partes moles e fósseis.
DOI: 10.15468/dl.zyv5eu
title: Occurrence Download

description: A dataset containing 10655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bistorta vivipara, Bistorta vivipara, Bistorta vivipara, Persicaria vivipara, Polygonum viviparum, Polygonum viviparum, Polygonum viviparum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 10655 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012349-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14212160
title: leescu/NBPND: 1.0.1

description: No description provided.
DOI: 10.5281/zenodo.18487279
title: leescu/NBPND: 1.0.1

description: No description provided.
DOI: 10.34740/kaggle/dsv/14734212
title: CGAN-IQ
DOI: 10.15468/dl.gnbhnb
title: Occurrence Download

description: A dataset containing 6408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis thaliana)",
 "EstablishmentMeans is native",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 6408 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012357-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pdz8u
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Blysmus compressus, Blysmus compressus, Scirpus compressus, Scirpus compressus, Scirpus compressus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2798 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012354-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akvs3t
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argemone platyceras",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 373 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012355-260129131611470/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.31257352
title: An Annotated Image Dataset from Facebook Post Comments for Social Appropriateness and Humor Analysis

description: This dataset contains images collected from publicly available Facebook post comments. Each image was manually annotated into one of three categories—Good, Bad and Funny based on contextual and social considerations. Images are organized into class-specific folders, with sequential numeric file names used for indexing. The dataset is intended for research in social media analysis, content moderation, humor detection, and computer vision.Steps to reproduce1. Download and extract the dataset from Mendeley Data.<br>2. The dataset contains three folders: Good, Bad, and Funny.<br>3. Each folder includes images belonging to that category.<br>4. Use the folder names as labels for analysis or model training.
DOI: 10.6084/m9.figshare.31257352.v1
title: An Annotated Image Dataset from Facebook Post Comments for Social Appropriateness and Humor Analysis

description: This dataset contains images collected from publicly available Facebook post comments. Each image was manually annotated into one of three categories—Good, Bad and Funny based on contextual and social considerations. Images are organized into class-specific folders, with sequential numeric file names used for indexing. The dataset is intended for research in social media analysis, content moderation, humor detection, and computer vision.Steps to reproduce1. Download and extract the dataset from Mendeley Data.<br>2. The dataset contains three folders: Good, Bad, and Funny.<br>3. Each folder includes images belonging to that category.<br>4. Use the folder names as labels for analysis or model training.
DOI: 10.15468/dl.9ndjt6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Provincial Museum of Newfoundland and Labrador Natural History Collection"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012358-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85qfc5
title: Occurrence Download

description: A dataset listing the 49563 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry MULTIPOLYGON (((-169.6837 57.22029, -170.6045 56.92898, -169.1851 56.44983, -169.6837 57.22029)), ((-169.6445 63.7767, -171.9785 63.92609, -171.2721 63.12366, -168.4892 63.30515, -169.6445 63.7767)), ((-172.3485 59.98964, -172.9638 60.8633, -173.3813 60.41786, -172.3485 59.98964)), ((-171.2222 52.20545, -163.7335 54.39095, -161.9898 54.49749, -158.648 55.03217, -158.5751 55.76179, -157.2796 55.89223, -156.3176 55.88922, -156.5651 56.31767, -155.0522 57.34619, -154.6021 56.28739, -151.129 58.41462, -152.0092 58.62684, -148.5334 59.77991, -147.3338 59.45199, -146.3208 59.57929, -145.4006 60.15111, -144.2075 59.78649, -138.4276 58.84718, -133.6167 54.66068, -130.462 54.71358, -129.6529 55.88012, -135.5445 59.96053, -137.407 59.34528, -140.0578 61.02772, -141.5419 69.92465, -155.789 71.56262, -164.547 69.36412, -167.0725 68.40765, -164.6414 67.02221, -168.529 66.0005, -168.4065 64.83415, -162.3953 64.22571, -161.9839 63.78193, -164.7985 63.53174, -166.3705 61.01208, -165.6587 60.55679, -167.6709 60.38309, -166.4699 59.69888, -164.9652 60.09922, -164.587 59.67578, -162.076 59.53757, -161.9503 58.38059, -158.3441 58.37015, -158.9514 57.00229, -167.0898 54.09114, -167.734 53.80591, -168.8372 53.56337, -172.0553 52.43609, -171.2222 52.20545)), ((-172.6315 51.96088, -172.0553 52.43609, -178.84 52.01584, -178.8812 51.00698, -172.6315 51.96088)), ((178.84 52.01584, 177.2194 52.32869, 176.8876 51.64228, 178.8677 51.34156, -180 52.02154, 178.84 52.01584)), ((172.2997 52.96883, 174.0561 52.38263, 174.1632 52.90272, 172.2997 52.96883)))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 49563 records were derived from 1271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012332-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdrxx3
title: Occurrence Download

description: A dataset containing 1951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Digitaria eriantha Steud.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1951 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014297-250402121839773/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.28765946
title: Data Coaching Data Quality Assurance Dataset

description: Datasets underlying findings from a series of 3 data coaching visits provided to health workers at 231 facilities in 6 of Ghana's 16 regions supported by the US President's Malaria Initiative. Data were collected using the USAID Data Quality Assurance (DQA) tool.
DOI: 10.15468/dl.akatds
title: Occurrence Download

description: A dataset containing 481634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Reseda decursiva Forssk., Agrostis vinealis Schreb., Ambrosia arborescens Mill., Calendula tripterocarpa Rupr., Clematis campestris A.St.-Hil., Loasa nitida Desr., Pyrolirion tubiflorum (L'Hér.) M.Roem., Gynerium sagittatum (Aubl.) P.Beauv., Ambrosia cumanensis Kunth, Vachellia aroma (Gillies ex Hook. & Arn.) Seigler & Ebinger, Microchloa indica (L.f.) P.Beauv., Pseudogynoxys cordifolia (Cass.) Cabrera, Aristolochia inflata Kunth, Aristolochia ridicula N.E.Br., Abelmoschus ficulneus (L.) Wight & Arn. ex Wight, Hilleria latifolia (Lam.) H.Walter, Ipomoea setifera Poir., Operculina macrocarpa (L.) Urb., Spermacoce rubescens (Colla) P.L.R.Moraes & De Smedt, Cyperus fugax Liebm., Alchemilla fissa Günther & Schummel, Arabidopsis arenicola (Richardson) Al-Shehbaz, R.Elven, D.Murray & S.I.Warwick, Pedicularis sylvatica L., Potentilla sterilis (L.) Garcke, Potamogeton polygonifolius Pourr., Consolea falcata (Ekman & Werderm.) F.M.Knuth, Dactyloctenium aristatum Link, Lantana ×strigocamara R.W.Sanders, Abutilon pseudocleistogamum Hochr., Elaeocarpus serratus L., Alternanthera reineckii Briq., Semiaquilegia adoxoides (DC.) Makino, Cabomba furcata Schult.fil., Hypericum monogynum L., Eutrema japonicum (Miq.) Koidz., Sedum bulbiferum Makino, Prunus japonica Thunb., Crotalaria linifolia L.f., Crotalaria triquetra Dalzell, Lotus japonicus (Regel) K.Larsen, Flueggea suffruticosa (Pall.) Baill., Causonis maritima (Jackes) Jackes, Bombax ceiba L., Pachira aquatica Aubl., Rotala rosea (Poir.) C.D.K.Cook, Ajuga decumbens Thunb., Mentha canadensis L., Limnophila heterophylla (Roxb.) Benth., Dianthera rigida (Nees) Benth. & Hook.fil., Dianthera comata L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 481634 records from 2289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014284-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y2jdy
title: Occurrence Download

description: A dataset containing 6072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Iriartea deltoidea Ruiz & Pav."
 ]
}

 The dataset includes 6072 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010895-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f97duz
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-29.17969 -0.70311,46.75781 -0.70311,46.75781 61.93895,-29.17969 61.93895,-29.17969 -0.70311))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hippocampus hippocampus (Linnaeus, 1758)"
 ]
}

 The dataset includes 874 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273910-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urbuk9
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera limprichtii H.J.P.Winkl."
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196389-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgqnhy
title: Occurrence Download

description: A dataset containing 11442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenanthe leucopyga (C.L.Brehm, 1855)"
 ]
}

 The dataset includes 11442 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246990-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqtvn0
title: Occurrence Download

description: A dataset containing 11813 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Agrostemma githago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11813 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010895-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfy37r
title: Occurrence Download

description: A dataset containing 39727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinus delphis Linnaeus, 1758"
 ]
}

 The dataset includes 39727 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252650-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jcab7
title: Occurrence Download

description: A dataset containing 300152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus oleraceus L."
 ]
}

 The dataset includes 300152 records from 1013 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216526-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pwy37
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperaceae",
 "VerbatimScientificName is Cyperaceae",
 "Year 2000-2021"
 ]
}

 The dataset includes 1630 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250195-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/hf72-6281
title: Data from an online experiment testing the effect of instructions to "be creative" on 5- to 6-year-old children's creativity, and the contribution of executive function skills

description: Although executive functions (EF; controlled, top-down cognitive processes) may seem antithetical to creative thinking, research with adult populations suggests that top-down processes actually support some components of the creative process. When adults are asked to "be creative," those with stronger executive skills show a larger creativity boost, suggesting they use these skills to reflect on and modify their ideation (Nusbaum et al., 2014). Whether children use their EF skills similarly, however, remains unclear. This record contains data from a study published in Psychology of Aesthetics, Creativity, and the Arts, which investigated whether young children use EF to deliberately modify their creative idea-generation. 148 typically developing 5- to 6-year-olds from a midwestern region of the United States (50% female, mostly White and from high-income homes) took part in the study over Zoom. Children completed behavioral tasks to assess their verbal skills (Stanford-Binet verbal routing subtest; Roid, 2005) and executive functions (Backward Digit Span and Hearts and Flowers; Wechsler, 2003; Davis Pratt, 1995; Davidson et al., 2006). They also completed the Alternate Uses Task (AUT) -- a creative idea-generation (divergent thinking) task in which they generated possible uses for two objects (string and box). Children were randomly assigned to one of two instructions for the AUT: to come up with "as many ideas as you can" or "ideas that are creative." Details of the study procedure can be found in the manuscript "Can young children control their creativity? Examining the role of executive function in modifying children’s creative processes" published in Psychology of Aesthetics, Creativity, and the Arts. This record contains the de-identified data and R code needed to replicate the analyses reported in the manuscript.
description: Please see attached readme file.
DOI: 10.57702/uptab22o
title: Differentiable Hybrid Traffic Simulation

description: A novel differentiable hybrid traffic simulator, which simulates traffic using a hybrid model of both macroscopic and microscopic models and can be directly integrated into a neural network for traffic control and flow optimization.
DOI: 10.57702/9z7g2p4k
title: Michigan Impute Server
DOI: 10.57702/0cvwos52
title: Fab-in-the-loop reinforcement learning for photonic component design

description: The fab-in-the-loop reinforcement learning algorithm for the design of nano-photonic components that accounts for the imperfections present in nanofabrication processes.
DOI: 10.57702/2jedvmmk
title: VisDA-C

description: VisDA-C is a dataset for visual domain adaptation, consisting of synthetic rendering of 3D models in the source domain and Microsoft COCO real images in the target domain.
DOI: 10.57702/as9r7sle
title: Synthetic-Independent

description: The temporal domain is generated by a Hawkes process, and the intensity function is defined as follows: λ(t, |Ht) = 0.2 + ∑[t &lt; ti] (0.2e^(-0.2(t-t-ti)) + 4e^(-10(ti-t))). The spatial distribution follows a Two-dimensional Gaussian distribution: f(s1, s2) = 1 / √(1-ρ^2) * 2πσs1σs2 * e^(-(s1-μ1)^2 / (2σs1^2) - (s2-μ2)^2 / (2σs2^2)).
DOI: 10.5519/qd.hd36tddv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (10 records)
DOI: 10.57702/vbajvn31
title: Enron Dataset

description: The Enron dataset consists of approximately 500,000 emails generated by employees of the Enron Corporation.
DOI: 10.57702/etcitbk2
title: UMN dataset

description: The UMN dataset consists of three different crowd scenes, and the dataset has 11 videos from these scenes, with a resolution of 240 × 320. Each video sequence represents a normal window slot, for example, walking, and an abnormal window slot.
DOI: 10.57702/mo7je33q
title: NoCaps

description: NoCaps is a large benchmark dataset for image captioning, containing 30,000 image captions.
DOI: 10.15468/dl.t6wcjg
title: Occurrence Download

description: A dataset containing 229086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus"
 ]
}

 The dataset includes 229086 records from 803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079865-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.