cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15167869
title: Global market analysis (April 2025)

description: As of April 7, 2025, global financial markets are undergoing a sharp correction, primarily triggered by the implementation of extensive tariff policies by the Trump administration. The Dow Jones Industrial Average has fallen 5.5%, with the tech-heavy

Nasdaq Composite officially entering bear market territory after a decline exceeding 20% from recent highs.

The technology sector has been disproportionately affected due to its reliance on global supply chains and international trade exposure. Asian markets have experienced even steeper declines, with the Hang Seng dropping 13.2%, marking its steepest decline since the 1997 Asian financial crisis.

While market sentiment is overwhelmingly negative and volatility remains elevated, our comprehensive analysis suggests this downturn is primarily policy-driven rather than indicative of fundamental economic weaknesses. Drawing comparisons to historical dislocations—most notably the 1987 "Black Monday" crash—today's market environment reveals both significant risk and selective opportunity for long-term investors.
DOI: 10.15468/s6c98m
title: Notoryctidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Russell A. Mittermeier, Don E. Wilson (2015): Notoryctidae. In: Handbook of the Mammals of the World – Volume 5 Monotremes and Marsupials. Barcelona: Lynx Edicions: 210-219, ISBN: 978-84-96553-99-6, DOI: 10.5281/zenodo.6621647
DOI: 10.15468/dl.ftfgpe
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peltogyne maranhensis Ducke"
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.faqx7m
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cognettia baekrokdamensis (Dózsa-Farkas, Felföldi, Nagy & Hong, 2018)"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005951-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1airgg
title: Occurrence Download

description: A dataset containing 11371 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Museo de La Salle Bogotá (BOG)"
 ]
}

 The dataset includes 11371 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsgudy
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Gentiana lhassica Burkill"
 ]
}

 The dataset includes 79 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030473-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.niguja
title: Occurrence Download

description: A dataset containing 6873 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemidactylus mabouia (Moreau De Jonnès, 1818)"
 ]
}

 The dataset includes 6873 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge532s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Castanopsis densispinosa Y.C.Hsu & H.Wei Jen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030466-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgllsi
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Codakia punctata (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -2,-180 34,-134 34,-134 -2,-180 -2))"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwcsjn
title: Occurrence Download

description: A dataset containing 620105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 32.097476, 35.924964333333335 49.184106666666665, 1.8796086666666671 49.184106666666665, 1.8796086666666671 32.097476, 35.924964333333335 32.097476))",
 "EventDate is 2017-04-01,2017-04-30"
 ]
}

 The dataset includes 620105 records from 937 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048671-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hatuw9
title: Occurrence Download

description: A dataset containing 32801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 32801 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035253-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myvhzy
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reptilia",
 "DecimalLatitude is greater than 33.5630153237145",
 "DecimalLatitude is less than 34.0245482386468",
 "DecimalLongitude is greater than -81.085088116382",
 "DecimalLongitude is less than -80.3853762124731"
 ]
}

 The dataset includes 114 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzbf6d
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mertensophryne lindneri (Mertens, 1955)"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfkwbp
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo y seguimiento de fauna terrestre para el AID y AII de la Central Hidroeléctrica de Calima. 2017-B."
 ]
}

 The dataset includes 1101 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046064-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54jq4t
title: Occurrence Download

description: A dataset containing 359022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum, Vienna - Herbarium W"
 ]
}

 The dataset includes 359022 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046057-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fetdw1
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcharhinus obscurus (Lesueur, 1818)",
 "Country is India"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uhexz
title: Occurrence Download

description: A dataset containing 3795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidochelys kempii Garman, 1880",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -85",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 3795 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049350-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afgw8r
title: Occurrence Download

description: A dataset containing 6723 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NOAA HML Tidal Creek Database"
 ]
}

 The dataset includes 6723 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdalad
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma stans var. apiifolia DC."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyvkug
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Paraboea filipes (Hance) B.L.Burtt"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030481-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmap3z
title: Occurrence Download

description: A dataset containing 1018 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus fraternus (Smith, 1854)"
 ]
}

 The dataset includes 1018 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2xqdy
title: Occurrence Download

description: A dataset containing 22216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum oelandicum (L.) DC."
 ]
}

 The dataset includes 22216 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030495-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yaelc
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garrulax pectoralis (Gould, 1836)"
 ]
}

 The dataset includes 478 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003344-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hy4rs
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipterocarpus C.F.Gaertn."
 ]
}

 The dataset's 51 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056168-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx984f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004334-181003121212138/datasets/export for details.
DOI: 10.15468/dl.u4su89
title: Occurrence Download

description: A dataset containing 12775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Andrenidae, Apidae, Colletidae, Halictidae, Megachilidae, Melittidae, Stenotritidae)"
 ]
}

 The dataset includes 12775 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035255-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i20380313v38p188
title: Francesca Tramonti, L'idea dentro di me. Giacomo Matteotti per le giovani generazioni. Una proposta di didattica orientativa
DOI: 10.17632/d2xybhfw59.1
title: GreenPulse-T: A Comprehensive Tea Leaf Image Dataset Featuring Field-Captured Samples Across Different Health and Disease Classes

description: The GreenPulse-T dataset consists of high-quality images of tea leaves collected from two prominent tea estates in Sreemangal, Moulvibazar, Bangladesh: M.R. Khan Tea Estate (coordinates: 24.27257, 91.75938) and Finlay Tea Estate (coordinates: 24.30334, 91.74249). Data collection took place over the course of eight days, from December 9 to December 16, 2024. The estates were carefully selected to represent diverse cultivation environments, ensuring the dataset includes a wide variety of tea leaf conditions observed in natural settings.

Images in the dataset depict both healthy and diseased tea leaves captured under real-world field conditions. Photographs were taken at different times of day, resulting in variations in lighting, background, and leaf orientation. This variability enhances the dataset’s practical value, making it suitable for robust machine learning and computer vision applications such as classification, object detection, and disease segmentation. The images were compressed to 480x640 pixels at 96 DPI to make them more accessible and manageable for researchers while preserving the key details necessary for disease detection and analysis.

The dataset is categorized into six classes based on expert assessment: Algal Leaf (301 images), Grey Blight (302 images), Healthy Leaf (435 images), Helopeltis (321 images), Looper Infested (332 images), and Red Spider (316 images), totaling 2007 images. Each image is stored in JPG format and organized into folders according to its respective class label.

This dataset is intended to support researchers, developers, and practitioners working in the fields of plant pathology, agriculture, and artificial intelligence. It can be used for academic research, the development of machine learning models, mobile application development for field diagnosis, and other agricultural technology innovations. Researchers using this dataset are kindly requested to cite it appropriately to acknowledge the effort invested in its collection and curation.
DOI: 10.21227/r5q5-9j54
title: 3D Multi-Object Tracking Based on Point Cloud Scene Flow Estimation for Autonomous Driving

description: We design the scene flow estimation network with a new cylindrical coverage aware sampling strategy to predict point-wise motion flow, and density attentive mechanism is integrated. Then, we propose 3D multi-object tracking method  based on the scene flow estimation, and an adaptive volume Intersection over Union cost is designed. We complete  the training and validation of the proposed 3D multi-object tracking method  based on the scene flow estimation using 3D point cloud with KITTI dataset.
DOI: 10.15468/dl.rq2pbv
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cylindrospermopsis raciborskii (Wołosz.) Seenayya & Subbaraju"
 ]
}

 The dataset includes 822 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002539-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224472
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.dvkfpp
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Latris lineata (Forster, 1801)"
 ]
}

 The dataset includes 772 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039965-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224484
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.wqcndu
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerides krabiensis Seidenf."
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002552-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmn7yb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerides augustiana Rolfe"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002541-230224095556074/datasets/export for details.
DOI: 10.25549/pcra-c14-224479
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.247xt6
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.3093927999999977 42.6378008000000008, -83.3093927999999977 42.6401044400000018, -83.3093927999999977 42.6417798199999964, -83.3093927999999977 42.6438740400000000, -83.3093927999999977 42.6463870999999983, -83.3093927999999977 42.6482718999999975, -83.3071882499999958 42.6482718999999975, -83.3055083699999983 42.6482718999999975, -83.3034085299999987 42.6482718999999975, -83.3004687499999932 42.6482718999999975, -83.2987888699999957 42.6482718999999975, -83.2968990100000042 42.6482718999999975, -83.2941694999999953 42.6482718999999975, -83.2941694999999953 42.6457588399999992, -83.2941694999999953 42.6438740400000000, -83.2941694999999953 42.6423033700000005, -83.2941694999999953 42.6399997299999995, -83.2941694999999953 42.6378008000000008, -83.2959540899999951 42.6378008000000008, -83.2985788900000017 42.6378008000000008, -83.2996288100000015 42.6378008000000008, -83.3020436300000000 42.6378008000000008, -83.3043534600000015 42.6378008000000008, -83.3060333300000053 42.6378008000000008, -83.3080281799999938 42.6378008000000008, -83.3093927999999977 42.6378008000000008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 167 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092596-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3umcm
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerides multiflora Roxb."
 ]
}

 The dataset includes 167 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002557-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224424
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.5ukx39
title: Occurrence Download

description: A dataset containing 92985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocharis morsus-ranae L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92985 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039946-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-224349
title: Notes from pastoral training, 1955-1956 = Curs biblic pregatitor 1955-1956

description: [description english/roman)] This material represents the notes taken by pastor Alexandru Maris after participating at a biblical course for pastors during 1955-1956.
DOI: 10.15468/dl.5enrrj
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerides inflexa Teijsm. & Binn."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002550-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.