cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17558585
title: Underwater images collected by a Kite surf in Le-Morne-Little-Reef-Finkel-Chameau, Mauritius - 2019-06-02

description: This dataset was collected by a Kite surf in Le-Morne-Little-Reef-Finkel-Chameau, Mauritius - 2019-06-02. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            
                
                                       
                
                
 GPS information: 

                No GPS.
            
                    
                

                
            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.tjaajs
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca paniculata longiglumis",
 "Geometry POLYGON((-3.28676694699999 42.47225529, -3.28676694699999 43.216969038, -2.23268714699998 43.216969038, -2.23268714699998 42.47225529, -3.28676694699999 42.47225529))"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023012-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/zxu54
title: Green Finance and Corporate Environmental Performance under Policy Uncertainty (2014–2024)

description: Dataset Description
This dataset contains a balanced panel of 13,970 firm-year observations from 1,370 publicly listed non-financial firms across nine emerging economies between 2014 and 2024. It integrates firm-level green finance indicators, corporate environmental performance measures, and economic policy uncertainty indices, along with institutional quality, governance, and sectoral characteristics. The dataset was developed to empirically examine how green finance influences environmental performance under varying levels of policy uncertainty in emerging market contexts.
DOI: 10.25919/fn2m-xw18
title: Parkes observations for project P1381 semester 2025OCTS_04

description: The Galactic bulge is theorized to host a rich population of millisecond pulsars (MSPs), but direct detections have been severely hampered by high interstellar scattering, dispersion, and background noise near the Galactic center. These MSPs, if confirmed, would serve as powerful tools for testing gravity, studying dense matter, and probing gravitational waves. A key indirect tracer of this population is the Fermi GeV excess (FGE), an unresolved gamma-ray signal possibly originating from thousands of faint MSPs. However, the lack of direct detections has limited our ability to test this hypothesis.
 The MeerKAT Galactic Bulge Survey (MGBS) is the most sensitive pulsar search yet of this region, targeting the bulge MSP population. Early results from MGBS have already revealed several promising MSP candidates. We propose to use Murriyang to conduct targeted follow-up observations of three of the most compelling candidates from MGBS. Our goals are to confirm the pulsations, refine key parameters such as spectral indices and orbital characteristics, and strengthen their association with the bulge.
 Confirming even a handful of bulge MSPs would have wide-reaching impact: constraining the origin of the FGE, testing dark matter interpretations, refining models of Galactic structure, and improving predictions for low-frequency gravitational wave backgrounds. This proposal is a critical next step toward establishing a long-sought bulge MSP population and unlocking new physics from the inner Galaxy.
DOI: 10.25919/kdmg-hm72
title: Parkes observations for project P960 semester 2025OCTS_06

description: We aim to carry out receiver pointing and characterisation tests of Parkes receivers. Typically, these tests are carried out after the receiver package is installed, but time does not always allow for proper characterisation. Receivers for consideration include UWL, MARS and 13MM packages. In addition to cross-referencing C007 for flux calibration via pointing, we aim to conduct gain-elevation and system temperature experiments using the Moon, to ensure users of the Parkes Observatory have the most accurate information available for calibration purposes.
DOI: 10.25919/n56x-nc13
title: Parkes observations for project P1054 semester 2025OCTS_05

description: With this proposal we ask time to continue our timing follow-up campaign of pulsars discovered with the MeerKAT telescope. Fourtyfour sources have been discovered in targeted observations of Fermi unidentified point sources, two towards Supernova Remnants, 26 in the Magellanic Clouds, 106 in Globular Clusters and 87 in a survey of the Galactic plane. A large fraction of the new discoveries are recycled pulsars (including a few relativistic systems, a pulsar with a planetary companion and several 'spider' binaries), or young pulsars. Timing observations have an essential role in exploiting the full potential of any pulsar discovery, allowing for the precise measurement of rotational, astrometric and orbital parameters which, in turn, give us powerful tools to improve our understanding of the physics in extreme environments as well as of the population of neutron stars as a whole. The UWL receiver of the Parkes telescope is a sensitive, versatile instrument that is allowing us to successfully time these new sources, in the bright-end of TRAPUM discoveries.
DOI: 10.25919/xvdn-0c57
title: Parkes observations for project P1032 semester 2025OCTS_04

description: With this proposal, we aim to continue P1032, the rapid measurements of relativistic parameters of southern binary pulsar systems using data from the Parkes Ultra Wideband Low (UWL) receiver. As the MeerTime project at the MeerKAT radio telescope ended in early 2024, observations with the UWL receiver now form the backbone for extending the timing baselines of many pulsars that have been part of this project. Since the source selection in the previous semesters was tailored such that the UWL receiver is the most (versatile and) suited instrument to achieve the proposed scientific goals for the chosen pulsars, we propose to continue these observations. We will use the UWL data to obtain significant orbital coverage and timing baselines on these pulsars and obtain important constraints on orbital and temporal DM variations that will help in identifying the nature of the companion stars. Increasing the number of measured Neutron Star (NS) masses, as well as improving on current constraints has profound implications for NS internal structure and for stellar and binary evolution physics.
DOI: 10.15468/dl.fqhf42
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-2020.0",
 "Country is Greece",
 "TaxonKey is Acomys minous"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023014-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nrfne
title: Occurrence Download

description: A dataset containing 1151266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pelmatolapia mariae, Sarotherodon occidentalis, Tridentiger trigonocephalus, Lates niloticus, Morone americana, Sparus aurata, Salmo salar, Pylodictis olivaris, Pterygoplichthys anisitsi, Pterygoplichthys disjunctivus, Pterygoplichthys gibbiceps, Paracanthopoma parva, Paravandellia oxyptera, Paravandellia phaneronema, Plectrochilus diabolicus, Plectrochilus machadoi, Plectrochilus wieneri, Vandellia beccarii, Vandellia cirrhosa, Vandellia sanguinea)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 1151266 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-251025141854904/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.29395796
title: seu_hsc.total.rds

description: This object is a subset of seu_full_object_hscs_marked.rds, containing 28,989 HSCs. Generated by https://github.com/noranekonobokkusu/Aging_HSCs_2025/blob/main/1_dataset_preparation/9_subset_HSCs_and_define_variable_genes.R
DOI: 10.6084/m9.figshare.29395796.v1
title: seu_hsc.total.rds

description: This object is a subset of seu_full_object_hscs_marked.rds, containing 28,989 HSCs. Generated by https://github.com/noranekonobokkusu/Aging_HSCs_2025/blob/main/1_dataset_preparation/9_subset_HSCs_and_define_variable_genes.R
DOI: 10.15468/dl.22t898
title: Occurrence Download

description: A dataset containing 64935678 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 64935678 records from 3476 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023009-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fu9hkj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-87.52445 30.24701,-86.38631 30.28495,-85.72239 30.04784,-85.36198 29.62104,-84.9826 29.57361,-84.32817 29.95299,-83.7591 29.8866,-83.41766 29.46928,-83.09518 29.06145,-82.86755 29.08042,-82.6589 28.75795,-82.89601 27.80001,-82.67787 27.50599,-82.33642 26.84207,-82.10879 26.5196,-81.90962 26.48166,-81.80529 26.0928,-81.63457 25.89362,-81.3121 25.69445,-81.15086 25.18228,-80.8189 25.15383,-80.33519 25.19177,-80.06963 25.69445,-79.97478 26.85156,-80.55334 28.24578,-80.45849 28.51135,-80.85684 29.01403,-81.41643 30.67382,-82.00447 30.76866,-82.09931 30.35134,-82.24158 30.56,-84.93518 30.73072,-85.05848 30.9868,-87.59084 31.01526,-87.60981 30.82557,-87.42012 30.59794,-87.52445 30.24701))",
 "TaxonKey is Myocastor coypus",
 "Year 1960-2024"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009850-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sty9fm
title: Occurrence Download

description: A dataset containing 1801 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonoidis denticulatus (Linnaeus, 1766)"
 ]
}

 The dataset includes 1801 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034292-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ve7wox
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036947-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqzb5x
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Usnea articulata (L.) Hoffm."
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182001-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueqrba
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de aves pertenecientes al complejo Mimus gilvus en Colombia"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072032-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z0ovxl
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036996-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ddgvr
title: Occurrence Download

description: A dataset containing 1573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasminum sambac (L.) Aiton"
 ]
}

 The dataset includes 1573 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034291-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jycuq4
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected"
 ]
 },
 "TaxonKey is Centropogon cornutus (L.) Druce"
 ]
}

 The dataset includes 943 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253488-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lncqgj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036974-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqxh9w
title: Occurrence Download

description: A dataset containing 998850377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 998850377 records from 18984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001671-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14457/tu.the.2025.229
title: Developing an ai med-tech hub in Vietnam

description: Vietnam’s healthcare system is undergoing a pivotal transformation, driven by the urgent need to modernize infrastructure, improve accessibility, and enhance care quality and efficiency. This thesis proposes the development of an Artificial (AI) Med-Tech Hub in Ho Chi Minh City as a strategic solution to address critical healthcare challenges such as Lack of Digitalization, Uneven Landscape: Disparities in Access, Workforce Imbalance and shortage, High Out-of-Pocket Costs and rising Disease burden. The Hub is designed to cultivate a collaborative ecosystem that unites government, academia, industry leaders, and startups to drive the development, validation, and deployment of localized AI-powered healthcare solutions. Through the quantitative research on the feasibility and impact of the AI Med-Tech Hub, the hub has gained a positive perspective on its impact, with key success stemming from government support. Respondents believe Diagnostic and Imaging are the most potential AI-powered tool that supports doctors immensely. However, the infrastructure and data are two challenges that need to be resolved at the earliest convenience. Besides, the top AI priorities for AI adoption are diverse; the solution will focus on accessibility-driven digitalization to enhance connectivity across the healthcare ecosystem, which serves as a core strategy. This will be achieved through the creation of an AI-powered Super Application (ASA), enabling seamless interconnection and integration of all the components of the Healthcare system in Vietnam. The ASA has five apps inside: teleconsultation, symptom tracker, hospital booking, medicine delivery and insurance drug checker. Through advanced technology applications, ASA will maximize healthcare access nationwide, especially in rural or hard-to-reach areas, ensure equitable healthcare access for all Vietnamese citizens. Successful implementation will require strong government support in data governance and regulation, alongside strategic funding from partners such as CHAI, the Bill & Melinda Gates Foundation, and the World Bank.
DOI: 10.14457/tu.the.2025.230
title: Business plan of blooming tales: a handmade paper flower brand for corporate gifting in the ASEAN market

description: Corporate gifting plays an important role in ASEAN business culture. However, the current market is fragmented between mass-produced, generic products and high-end options with high costs. This gap makes it difficult for companies to select gifts that are meaningful, brand-aligned, sustainable, and scalable for large orders.This business plan for Blooming Tales, a handcrafted paper flower brand, is developed to examine the feasibility of entering the corporate gifting market in the ASEAN region, with a primary focus on Vietnam and Thailand. To address this issue, the study develops a comprehensive business plan supported by primary market research. A quantitative survey was conducted with 117 respondents who are directly involved in corporate gifting decisions across ASEAN markets.The research analyzes gifting occasions, order volumes, challenges with current suppliers, product preferences, acceptable price ranges, delivery expectations, and purchase intention. The results indicate strong demand for corporate gifts that offer high levels of customization, premium presentation, and a sustainability focus. Most respondents prefer price ranges between USD 15 and USD 50 per unit, with acceptable delivery times of one to two weeks. The Blooming Tales product concept received a high level of appeal and strong purchase intention, indicating clear market acceptance.Based on these findings, the study proposes a made-to-order production model supported by a template-based design system, which balances visible customization with operational efficiency. Financial analysis using conservative assumptions shows that the business can achieve profitability in the first year, reach break-even within 12–18 months, and generate attractive returns while remaining a self-funded startup. Overall, the study demonstrates that a handcrafted B2B business positioned in the affordable-premium segment is strategically and financially feasible in the rapidly evolving ASEAN corporate gifting market, where there is a growing preference for environmentally friendly and personalized products.
DOI: 10.5281/zenodo.18719283
title: 16S rRNA and ITS amplicon sequences of rhizosphere soil in tobacco-soybean intercropping system

description: This dataset contains the per-sample quality-filtered amplicon sequences (in FASTA format) for 16S rRNA and ITS genes, derived from a study investigating the effect of tobacco-soybean intercropping on alleviating continuous cropping obstacles. The study includes two treatments (continuous tobacco cropping and tobacco-soybean intercropping) with five biological replicates each. The original FASTQ files could not be recovered from the sequencing provider.
DOI: 10.5281/zenodo.18719282
title: 16S rRNA and ITS amplicon sequences of rhizosphere soil in tobacco-soybean intercropping system

description: This dataset contains the per-sample quality-filtered amplicon sequences (in FASTA format) for 16S rRNA and ITS genes, derived from a study investigating the effect of tobacco-soybean intercropping on alleviating continuous cropping obstacles. The study includes two treatments (continuous tobacco cropping and tobacco-soybean intercropping) with five biological replicates each. The original FASTQ files could not be recovered from the sequencing provider.
DOI: 10.3535/4yj-43d-9cm
title: Receptaculites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j5y-fa0-dg2
title: Receptaculites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pvd-7kk-vxc
title: Receptaculites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.