cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28881749.v7
title: 3D-GloBFP: the first global three-dimensional building footprint dataset (PART Ⅱ, grid ID: 401-699)

description: The 3D Global Building Footprints (3D-GloBFP) dataset is the first global-scale building height dataset at the individual building footprint level for the year 2020, generated through the integration of multisource Earth Observation (EO) data and the extreme gradient boosting (XGBoost) model. The reliability and accuracy of 3D-GloBFP have been validated across 33 subregions, achieving R² values ranging from 0.66 to 0.96 and root-mean-square errors (RMSEs) between 1.9 m and 14.6 m. The dataset is divided into spatial grid-based tiles, each stored as an individual ShapeFile (.shp) containing estimated building heights (in meters) in attribute tables. See world_grid.shp and readme.txt at https://doi.org/10.5281/zenodo.11319912 for grid partitioning and naming details.
DOI: 10.5281/zenodo.7682483
title: NexusStreets: a dataset combining human and autonomous driving behaviours

description: The NexusStreets dataset contains human and autonomous driving scenes. They are collected by monitoring a target vehicle that can be either autonomous or controlled by a human driver. Data is presented in the shape of:



sequences of JPEG images, one image per timestamp

target vehicle state information for each timestamp


The dataset has been built on the CARLA simulator, thanks to Baidu Apollo and a Logitech G29 steering wheel for the autonomous and human drivings, respectively.The dataset consists of 520 scenes (260 pairs of mirrored scenarios) of 60 seconds each.The folders are organized as follows:

.
├── ...
├── <driving mode>       
│   ├── <town>      
│   │   ├── <trial> 
│   │   │   └── ...   
│   │   └── ... 
│   └── ...
└── ...



driving mode: corresponds to the control modality of the target vehicle under test and can be either Baidu Apollo or manual driving;

town: one of the five default maps in CARLA (e.g., Town01, Town02, etc);

trial: 60 different trials per map, they differ in traffic and weather conditions (except Town04). Each trial records 60 seconds of simulation, logging 120 frames per video and an equal number of rows per CSV. In particular, each trial includes:



video: this folder groups the JPEG images;

state_features.csv: reports the state information of the target vehicle for each frame;

detection_features.csv: reports the 2D bounding box detections obtained from a pre-trained YOLOv7 detector.




 
description: -- REFERENCE

This work has been accepted at ICRA 2024 (IEEE International Conference on Robotics and Automation). If you use this dataset in your research, please cite the associated publication:

@INPROCEEDINGS{10610658,
  author={Maresca, Fabio and Grazioli, Filippo and Albanese, Antonio and Sciancalepore, Vincenzo and Negri, Gianpiero and Costa-Perez, Xavier},
  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)}, 
  title={Are you a robot? Detecting Autonomous Vehicles from Behavior Analysis}, 
  year={2024},
  volume={},
  number={},
  pages={4473-4479},
  keywords={Accuracy;Roads;Web and internet services;Wheels;Machine learning;Vectors;Automobiles},
  doi={10.1109/ICRA57147.2024.10610658}}
DOI: 10.5281/zenodo.7682484
title: NexusStreets: a dataset combining human and autonomous driving behaviours

description: The NexusStreets dataset contains human and autonomous driving scenes. They are collected by monitoring a target vehicle that can be either autonomous or controlled by a human driver. Data is presented in the shape of:



sequences of JPEG images, one image per timestamp

target vehicle state information for each timestamp


The dataset has been built on the CARLA simulator, thanks to Baidu Apollo and a Logitech G29 steering wheel for the autonomous and human drivings, respectively.The dataset consists of 520 scenes (260 pairs of mirrored scenarios) of 60 seconds each.The folders are organized as follows:

.
├── ...
├── <driving mode>       
│   ├── <town>      
│   │   ├── <trial> 
│   │   │   └── ...   
│   │   └── ... 
│   └── ...
└── ...



driving mode: corresponds to the control modality of the target vehicle under test and can be either Baidu Apollo or manual driving;

town: one of the five default maps in CARLA (e.g., Town01, Town02, etc);

trial: 60 different trials per map, they differ in traffic and weather conditions (except Town04). Each trial records 60 seconds of simulation, logging 120 frames per video and an equal number of rows per CSV. In particular, each trial includes:



video: this folder groups the JPEG images;

state_features.csv: reports the state information of the target vehicle for each frame;

detection_features.csv: reports the 2D bounding box detections obtained from a pre-trained YOLOv7 detector.




 
description: -- REFERENCE

This work has been accepted at ICRA 2024 (IEEE International Conference on Robotics and Automation). If you use this dataset in your research, please cite the associated publication:

@INPROCEEDINGS{10610658,
  author={Maresca, Fabio and Grazioli, Filippo and Albanese, Antonio and Sciancalepore, Vincenzo and Negri, Gianpiero and Costa-Perez, Xavier},
  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)}, 
  title={Are you a robot? Detecting Autonomous Vehicles from Behavior Analysis}, 
  year={2024},
  volume={},
  number={},
  pages={4473-4479},
  keywords={Accuracy;Roads;Web and internet services;Wheels;Machine learning;Vectors;Automobiles},
  doi={10.1109/ICRA57147.2024.10610658}}
DOI: 10.15468/dl.pqrnpq
title: Occurrence Download

description: A dataset containing 2212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caracal caracal"
 ]
}

 The dataset includes 2212 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007880-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knecef
title: Occurrence Download

description: A dataset containing 2702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.11.9_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 2702 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007882-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ensw3s
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lontra canadensis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 1313 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3s7cg
title: Occurrence Download

description: A dataset containing 1966 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
}

 The dataset includes 1966 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007883-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njy4rp
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptocarya alba",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1138 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007886-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezpjww
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dalechampia stenosepala"
 ]
}

 The dataset includes 108 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007887-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qzk8p
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptocarya alba",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 1061 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007889-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/4kmdkg
title: Benchmarking dataset of memory, CPU, and timing metrics for ML-DSA and hybrid post-quantum signature schemes in a software TPM

description: This dataset contains experimental results from the evaluation of traditional and post-quantum digital signature algorithms, including hybrid schemes, implemented within a software-based Trusted Platform Module (TPM) using the swTPM emulator. It includes performance metrics such as execution time, memory consumption (RAM), and CPU cycle counts, measured under various security parameter settings. The objective is to assess the feasibility of integrating post-quantum cryptographic algorithms into TPM environments, with a particular focus on key generation, signing, and verification operations.
DOI: 10.15468/dl.kmn2d8
title: Occurrence Download

description: A dataset containing 4671120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 1990"
 ]
}

 The dataset includes 4671120 records from 662 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007830-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nc9bk
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cremastra appendiculata"
 ]
}

 The dataset includes 81 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024775-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/29946902
title: dahlman_et_al_2025.zip

description: Induction, engineering and ecological dynamics of human gut temperate phage.This is the code and figure source data for paper published by dahlman et al. 2025.
DOI: 10.26180/29946902.v1
title: dahlman_et_al_2025.zip

description: Induction, engineering and ecological dynamics of human gut temperate phage.This is the code and figure source data for paper published by dahlman et al. 2025.
DOI: 10.15468/dl.ugkq84
title: Occurrence Download

description: A dataset containing 3163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.96069 -30.89309,-31.67632 -30.89309,-31.67632 14.42477,-84.96069 14.42477,-84.96069 -30.89309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paratrechina longicornis (Latreille, 1802)"
 ]
}

 The dataset includes 3163 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009781-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9tgzs
title: Occurrence Download

description: A dataset containing 632601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tanzania, United Republic of",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 632601 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009766-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e230462v2
title: Data and Code for "Trade Sanctions Against Russia: Stylized Facts"

description: Using a novel comprehensive dataset on sanctions imposed on the exports to Russia after 2022, we document four stylized facts. First, these sanctions covered 33% of Russia’s pre-2022 imports in value. Second, though most of the sanctions were concentrated in a few high-tech product categories, at least as much import within these categories remained unsanctioned. Third, substantial variation exists in the specific sets of banned products across countries, despite coordinating efforts. Fourth, most sanctioning countries have already prohibited most of their pre-2022 exports to Russia, limiting their future ability to impose additional trade sanctions.
DOI: 10.6084/m9.figshare.29109266
title: Data to accompany the manuscript: Optimizing effective labeling efficiency in MINFLUX 3D DNA-PAINT microscopy by maximizing marker detection probability.

description: This data accompanies the manuscript titled: Optimizing effective labeling efficiency in MINFLUX 3D DNA-PAINT microscopy by maximizing marker detection probability.
DOI: 10.6084/m9.figshare.29109266.v1
title: Data to accompany manuscript

description: This data accompanies the manuscript titled: Optimizing effective labeling efficiency in MINFLUX 3D DNA-PAINT microscopy by maximizing marker detection probability.
DOI: 10.15468/dl.2ptsum
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes microlepis Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.9648 19.8496,8.9648 19.8496,8.9648 10.8496,17.9648 10.8496,17.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010716-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12012586
title: AI Adoption & Supply Chain Performance
DOI: 10.15468/dl.rwj6xx
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipremnum pinnatum (L.) Engl.",
 "Country is Japan"
 ]
}

 The dataset includes 269 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010715-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vujg57
title: Occurrence Download

description: A dataset containing 7492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum clava-herculis L."
 ]
}

 The dataset includes 7492 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010717-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tndus2
title: Occurrence Download

description: A dataset containing 10075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Centaurea diffusa"
 ]
}

 The dataset includes 10075 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049496-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnpd98
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallus gallus",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049497-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5ufgd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera periclymenum",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049499-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbwgdk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4818 34.93816, -119.479 34.93803, -119.4791 34.93828, -119.482 34.93902, -119.4821 34.93864, -119.4818 34.93816))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005793-251120083545085/datasets/export for details.
DOI: 10.7914/xwmd-jz25
title: Algerian Near Field Tsunami Seismic Network

description: This network consists of three 3D short-period low-cost seismic stations from the raspberry shake community network dedicated to citizen seismology. Northern Algeria is subjected to near -field tsunami hazard. Operated by the University of Sciences and Technology Houari Boumediene, the D (Dzair) network aims to collect data to contribute to decision-making for real-time warning systems in the Western Mediterranean.
DOI: 10.17632/d7pp63ndhg
title: FTIR protein secondary structure estimation code

description: This matlab code can be used for identification of peak positions, peak width, peak intensity, and peak area for the FTIR spectra collected.
DOI: 10.17632/d7pp63ndhg.1
title: FTIR protein secondary structure estimation code

description: This matlab code can be used for identification of peak positions, peak width, peak intensity, and peak area for the FTIR spectra collected.
DOI: 10.17632/n7xwn4rr79
title: Act

description: The dataset is a publicly available human activity recognition dataset provided by the University of California, Irvine, containing sensor data when 30 volunteers (aged 19-48) perform six daily activities: WALKING, going upstairs (WALKING_UPSTAIRS), going downstairs (WALKING_DOWNSTAIRS), SITTING still (SITTING), STANDING and lying down (LAYING)
DOI: 10.17632/n7xwn4rr79.1
title: Act

description: The dataset is a publicly available human activity recognition dataset provided by the University of California, Irvine, containing sensor data when 30 volunteers (aged 19-48) perform six daily activities: WALKING, going upstairs (WALKING_UPSTAIRS), going downstairs (WALKING_DOWNSTAIRS), SITTING still (SITTING), STANDING and lying down (LAYING)
DOI: 10.15468/dl.xs6b4j
title: Occurrence Download

description: A dataset containing 16985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cistus creticus"
 ]
}

 The dataset includes 16985 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005794-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bzrcmxysh6
title: Long-term thinning enhances soil carbon stability in larch plantations

description: Long-term thinning enhances soil carbon stability in larch plantations
DOI: 10.17632/bzrcmxysh6.1
title: Long-term thinning enhances soil carbon stability in larch plantations

description: Long-term thinning enhances soil carbon stability in larch plantations
DOI: 10.17632/t2fwz2yggf
title: Hydrochemical and hydrological parameters of the peatland pools in the Great Vasyugan Mire

description: Primary hydrochemical data of sampled sites and GIS-based pool size and number inventory of the GVM
DOI: 10.17632/t2fwz2yggf.1
title: Hydrochemical and hydrological parameters of the peatland pools in the Great Vasyugan Mire

description: Primary hydrochemical data of sampled sites and GIS-based pool size and number inventory of the GVM
DOI: 10.17632/rsd53mk7kc
title: Bangladeshi Local Fish Dataset with length measurement in inch

description: This dataset contains images of 17 distinct fish species commonly found in Bangladesh. The data has been collected to support research in computer vision, deep learning, and fisheries science. It can be used for tasks such as image classification, object detection, species recognition, and conservation studies.

Source : 
All fish samples were collected from Bangladesh, covering different regions and local markets. Each species is labeled with its Bangladeshi local name.

Dataset Contents 
- Total Classes: 17 (2915 images).
- Each class corresponds to a distinct fish species. 
- Images are stored in JPEG/PNG format. 
- Resolution: varies, but most images are clear and properly labeled.
 
Fish Classes (Bangladeshi Local Names) : 
1. Rui (Labeo rohita) 
2. Aier (Long-whiskered Catfish)
3. Bhetki (Barramundi or Asian Sea Bass) 
4. Pangas (Pangasius pangasius) 
5. Tilapia (Oreochromis niloticus) 
6. Carp (Cyprinus carpio)
7. Shing (Heteropneustes fossilis) 
8. Magur (Clarias batrachus) 
9. Sor-Puti (Puntius sophore) 
10.Common Carp (Cyprinus carpio) 
11.Datina (yellowfin seabream) 
12. Bata (Labeo bata) 
13. ladyfish Kokila((Xenentodon cancila) 
14. Mirror carp(Cyprinus carpio) 
15. Ilish (Tenualosa ilisha) 
16. Nola (Eleutheronema tetradactylum) 
17. Chingri (Macrobrachium rosenbergii / Prawn)