cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rnw9bf
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysopogon fulvus (Spreng.) Chiov.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037001-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ehy6k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Fishes MZS"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249556-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arp72w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium iteophyllum Greuter"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244780-230224095556074/datasets/export for details.
DOI: 10.15468/dl.89wkkf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia chimboensis Kraenzl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/255xtc2g8m.1
title: A Master's Guide To Pictures

description: This e-book describes how to use the unconscious in order to help understand photographs and art. It is meant to go beyond A Beginner's Guide to Pictures and shows many different approaches that I have researched in order to use Synchronicity Systems, Dream Analysis, Meditation and combine these approaches with traditional approaches in order to obtain a comprehensive approach to understanding art and photography.
DOI: 10.15468/dl.8dyf54
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum stenophyllum Valeton"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249561-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njdw35
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinnamomum loureiroi Nees",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037015-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwnwa4
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triatoma costalimai Verano & Galvão, 1959",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 60 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069802-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r2kfq
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Crabbea Harv., Leofa mushroomi Chalam & Rao, 2005)"
 ]
}

 The dataset includes 645 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244789-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbrskn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isotoma armstrongii E.Wimm."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255684-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uunk6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium jangajuense Üksip"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244788-230224095556074/datasets/export for details.
DOI: 10.15468/dl.hb2wzn
title: Occurrence Download

description: A dataset containing 593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloranthus elatior Link",
 "HasCoordinate is true"
 ]
}

 The dataset includes 593 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036977-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3kyva
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Royal Ontario Museum Green Plant Herbarium (TRT)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249575-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ffc6s
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen)",
 "TaxonKey is Paeonia obovata Maxim."
 ]
}

 The dataset includes 75 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255670-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va4vtb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum subsessile Valeton"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249564-230224095556074/datasets/export for details.
DOI: 10.15468/dl.gxz5x7
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysopogon zizanioides (L.) Roberty",
 "HasCoordinate is true"
 ]
}

 The dataset includes 630 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037002-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyj3xq
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium jutlandicum Keld"
 ]
}

 The dataset includes 56 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244808-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cvtxc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Coleção Entomológica Padre Jesus Santiago Moure (DZUP) - Hymenoptera"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249566-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uywq9q
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (Data collected on citizen science web portal www.ornitho.cat, Observation.org, Nature data from around the World, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, iNaturalist Research-grade Observations, Mammal records for Europe via the iMammalia app)",
 "Geometry POLYGON((4.89549 42.02643,-2.52048 43.95335,-11.20498 43.60107,-8.94648 41.68843,-8.42932 41.82732,-7.18812 41.54925,-6.65027 41.40977,-7.26964 41.05194,-7.51759 37.18578,-6.48207 35.54052,-1.45845 34.70592,6.15547 39.82467,4.89549 42.02643))",
 "HasGeospatialIssue is false",
 "TaxonKey is Mustela nivalis Linnaeus, 1766",
 "Year 2019-2023"
 ]
}

 The dataset includes 375 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255671-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9p6d3
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium jankae Uechtr."
 ]
}

 The dataset includes 63 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244790-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9ngev
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloranthus spicatus (Thunb.) Makino",
 "HasCoordinate is true"
 ]
}

 The dataset includes 138 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036978-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk9vdg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum virgatum Valeton"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249570-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrzpsz
title: Occurrence Download

description: A dataset containing 693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil, Occurrence evidence, Living Specimen)",
 "TaxonKey is Paeonia tenuifolia L."
 ]
}

 The dataset includes 693 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255683-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tej62d
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium japonicum Franch. & Sav."
 ]
}

 The dataset includes 550 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244791-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnpy3e
title: Occurrence Download

description: A dataset containing 3516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium japonicum Fisch. ex DC.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3516 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037020-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r94n6a
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum vitis-idaea Merr. & L.M.Perry"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249572-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smmg52
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Specimen)",
 "TaxonKey is Paeonia kesrouanensis (J.Thiébaut) J.Thiébaut"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255675-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8nwmg
title: Occurrence Download

description: A dataset listing the 167 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wild bees of Chile - The PUCV collection"
 ]
}

 The dataset's 167 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244772-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nskq6d
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chukrasia tabularis A.Juss.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 337 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037003-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtntz7
title: Occurrence Download

description: A dataset containing 2975462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinca tinca (Linnaeus, 1758), Micropterus salmoides (Lacepède, 1802), Rutilus rutilus (Linnaeus, 1758), Scardinius erythrophthalmus (Linnaeus, 1758), Cyprinus carpio Linnaeus, 1758, Ctenopharyngodon idella (Valenciennes, 1844), Sander lucioperca (Linnaeus, 1758), Esox lucius Linnaeus, 1758, Leuciscus idus (Linnaeus, 1758), Acipenser transmontanus Richardson, 1836, Silurus glanis Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2975462 records from 899 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255673-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15062612
title: 그록(Grok)테스트와 환경에 따른 풀이의 실행 가능성과 환경 간의 관계
DOI: 10.5281/zenodo.15062613
title: 그록(Grok)테스트와 환경에 따른 풀이의 실행 가능성과 환경 간의 관계
DOI: 10.15468/dl.3uvdap
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dactylorhiza hatagirea (D.Don) Soó"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019979-250310093411724/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.28638227
title: Study1.xlsx

description: This research tries to identify how connectedness and happiness enhance intention to visit through the immersive technologies
DOI: 10.4121/e9cc921c-f66c-4c4c-bb53-e461bbbdb7f8
title: Data underlying the analysis of overhead costs in housing projects: A case Study of Electrical and Plumbing System Works in the Bangkok Area

description: A comprehensive analysis of overhead costs for MEP contractors across 15 housing development projects. The data was collected through interviews with 15 subcontractors, who are contracted by project owners. The project owners aim to estimate and manage the overhead costs of their subcontractors to establish a fair rate relative to the contract amounts.
DOI: 10.4121/e9cc921c-f66c-4c4c-bb53-e461bbbdb7f8.v1
title: Data underlying the analysis of overhead costs in housing projects: A case Study of Electrical and Plumbing System Works in the Bangkok Area

description: A comprehensive analysis of overhead costs for MEP contractors across 15 housing development projects. The data was collected through interviews with 15 subcontractors, who are contracted by project owners. The project owners aim to estimate and manage the overhead costs of their subcontractors to establish a fair rate relative to the contract amounts.
DOI: 10.15468/dl.mudsnh
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus robusta C.H.Mull."
 ]
}

 The dataset includes 52 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019980-250310093411724/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.24354916
title: Multimodal Feature Fusion Machine Learning for Predicting Chronic Injury Induced by Engineered Nanomaterials

description: Figure 1C, 1B
Figure 2A, 2C, 2D
Figure 3
Figure 5
Figure 6B
Figure S1
Figure S2
Figure S3A, S3B
DOI: 10.6084/m9.figshare.24354916.v1
title: Multimodal Feature Fusion Machine Learning for Predicting Chronic Injury Induced by Engineered Nanomaterials

description: Figure 1C, 1B
Figure 2A, 2C, 2D
Figure 3
Figure 5
Figure 6B
Figure S1
Figure S2
Figure S3A, S3B
DOI: 10.15468/dl.bzg22j
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudaulacaspis cockerelli (Cooley, 1897)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 182 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019982-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15062610
title: Ticket to Ride Games

description: Description:

Ticket to Ride Games is a popular strategic board game where players compete to connect various cities on a map by placing their train pieces along specific routes. The objective is to complete the longest and most valuable routes while blocking opponents' paths. The game involves strategic planning, as each player's moves impact the overall board configuration and the availability of routes. This dataset is designed for enthusiasts, researchers, and Al developers interested in analyzing board game strategies, computer vision tasks, and data-driven game mechanics. It provides a comprehensive look at how different players approach the game, offering insights into decision-making processes, route optimization, and game dynamics.

Download Dataset

Content:

The dataset contains high-resolution images capturing various board configurations during the game, showcasing the players' city connections. The images are taken from four different angles to provide a complete view of the board's layout. Additionally, the dataset includes a well-structure CSV file that labels each player's city connections, detailing which cities have been successfully link by train routes. This labeling allows for in-depth analysis and pattern recognition, making it an ideal resource for those interest in game theory, Al training, or visual recognition models.

Key Features:



Images: Over [insert number] high-quality images of board configurations during gameplay, capturing different stages and strategies employe by players.

Angles: Each configuration is photograph from four distinct angles, ensuring comprehensive visual data for analysis.

CSV Labeling: The accompanying CSV file provides detail labeling of players' city connections, specifying which routes have been claim by each player. This structured data enables various analytical approaches, including statistical analysis, machine learning, and Al model training.

Versatile Applications: The dataset can be use for computer vision tasks, such as object detection and image segmentation, as well as for developing Al models to simulate or predict player strategies in board games.

Research Potential: Ideal for academic research, game development, and Al training, this dataset offers a rich source of data for exploring the complexities of board game strategies and player behaviors.


This dataset is sourced from Kaggle.

















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