cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29602445.v1
title: <b>Summary Data for PAH meta-analysis</b>

description: Datasets for dichotomous, continuous, and clinical worsening outcomes.
DOI: 10.15468/dl.sjagxj
title: Occurrence Download

description: A dataset containing 2768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ciliatum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2768 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008782-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c52wr
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selenia dissecta"
 ]
}

 The dataset includes 186 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008785-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7302/25
title: Solar and Space Physics Decadal Survey AIP Demographic Study Results

description: As part of the Solar and Space Physics Decadal Survey process, the Education and Workforce Working Group developed a community survey that was implemented by the American Institute of Physics and funded by a National Science Foundation (NSF) grant. The goals of the survey were to determine the demographics of the field and assess the health of the field.
DOI: 10.7910/dvn/izismd
title: Research Study on Community Experiences Related to Water, Home, and Environmental Impacts after the East Palestine Chemical Spill and Fires

description: This dataset includes anonymized survey data collected in communities affected by the East Palestine train derailment, chemical spill, and fires. The survey was designed to capture community perceptions and experiences related to air, water, and soil sampling and testing; household and built environment impacts; and protective actions taken. Participants were eligible to participate if they were 18 years or older and lived or worked in an affected county as of February 3, 2023—the day of the derailment. The survey was open from July 20 to September 20, 2023, approximately six months after the incident. See "Notes" below for more details on the methods. The research was reviewed and approved by the Human Subjects in Research Ethics boards at the authors’ universities. This research is supported by the National Science Foundation (Award #2329409).
description: Excel
description: Data is restricted and de-identified due to the sensitive nature of this event. Please contact the authors for access.
description: We used a non-probability, cross-sectional sampling approach to reduce participant burden and increase access for rural and underserved populations—common strategies in disaster research. Survey recruitment used purposive and convenience sampling, including USPS Every Door Direct Mail® to four heavily impacted ZIP codes, flyers at local businesses, announcements in local media, and outreach through newsletters. Respondents could complete the survey online, in person, or via hard-copy mail. Validation steps included CAPTCHA screening, removal of duplicates and incomplete responses, and response-time quality checks. The final sample includes 259 anonymized responses.
DOI: 10.15468/dl.c92yts
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008788-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hma4z8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (cundinamarca)"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008787-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2rjwj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudogastromyzon changtingensis tungpeiensis"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008789-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dez9np
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (colombia, cundinamarca)"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008790-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvpwwz
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton ruber ruber)"
 ]
}

 The dataset includes 2798 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008791-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuusp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008792-250717081556266/datasets/export for details.
DOI: 10.15468/dl.q8nwt3
title: Occurrence Download

description: A dataset containing 846422 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ramphastos"
 ]
}

 The dataset includes 846422 records from 494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008749-250717081556266/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.28915805
title: “REPRESENTACIONES SOCIALES DE EDUCADORAS DE PÁRVULOS TITULADAS DE LA UMCE RESPECTO A EDUCACIÓN SEXUAL”

description: En estudio tiene se propone analizar las representaciones sociales de Educadoras de Párvulos, respecto a la educación sexual en la primera infancia, destacando la relevancia de esta temática para la formación inicial y las prácticas pedagógicas en Chile, donde la incorporación de la educación sexual es limitada. Los resultados de este estudio revelan la influencia de las representaciones sociales en las prácticas pedagógicas y subrayan la necesidad de contar con marco formativo que brinde conocimientos, herramientas y competencias respecto a la educación sexual, desde un enfoque integral del desarrollo de niños y niñas durante la primera infancia. De esta manera, esta investigación pretende ser un aporte al diseño de políticas y programas de formación que incorporen la educación sexual desde una perspectiva inclusiva y respetuosa.
DOI: 10.6084/m9.figshare.28915805.v1
title: “REPRESENTACIONES SOCIALES DE EDUCADORAS DE PÁRVULOS TITULADAS DE LA UMCE RESPECTO A EDUCACIÓN SEXUAL”

description: En estudio tiene se propone analizar las representaciones sociales de Educadoras de Párvulos, respecto a la educación sexual en la primera infancia, destacando la relevancia de esta temática para la formación inicial y las prácticas pedagógicas en Chile, donde la incorporación de la educación sexual es limitada. Los resultados de este estudio revelan la influencia de las representaciones sociales en las prácticas pedagógicas y subrayan la necesidad de contar con marco formativo que brinde conocimientos, herramientas y competencias respecto a la educación sexual, desde un enfoque integral del desarrollo de niños y niñas durante la primera infancia. De esta manera, esta investigación pretende ser un aporte al diseño de políticas y programas de formación que incorporen la educación sexual desde una perspectiva inclusiva y respetuosa.
DOI: 10.15468/dl.axrxqe
title: Occurrence Download

description: A dataset containing 139483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 139483 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023021-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17558839
title: Underwater images collected by a Kite surf in Le-Morne-Little-Reef-Chameau, Mauritius - 2019-06-15

description: This dataset was collected by a Kite surf in Le-Morne-Little-Reef-Chameau, Mauritius - 2019-06-15. 

            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.

            

            
 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.cpucmy
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "TaxonKey is one of (Alyssum murale, Bornmuellera tymphaea, Noccaea caerulescens, Cochlearia sempervivum, Alyssum idaeum, Alyssum praecox, Centaurea cadmea)"
 ]
}

 The dataset includes 93 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023025-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvcan5
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Microtus fortis"
 ]
}

 The dataset includes 969 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023026-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmb6uz
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophylax shqipericus"
 ]
}

 The dataset includes 130 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023027-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17558799
title: Large scale Evapotranspiration data over Kenya

description: Evapotranspiration (ET) is a key indicator of agricultural water use and drought resilience. This dataset provides high-resolution (20 m, daily) ET estimates across Kenya, derived through the synergistic integration of Copernicus Sentinel-2 and Sentinel-3 observations. A Random Forest model was used to downscale Sentinel-3 Land Surface Temperature (LST) from 1 km to 20 m using Sentinel-2 vegetation indices. The downscaled LST, together with ERA5 meteorological variables and ancillary data, served as input to the Two-Source Energy Balance (TSEB) model to estimate ET at fine spatial and temporal resolution.

You can find additional information and detailed descriptions on the projects website (https://www.admkenya.eu/).
DOI: 10.5281/zenodo.17558800
title: Large scale Evapotranspiration data over Kenya

description: Evapotranspiration (ET) is a key indicator of agricultural water use and drought resilience. This dataset provides high-resolution (20 m, daily) ET estimates across Kenya, derived through the synergistic integration of Copernicus Sentinel-2 and Sentinel-3 observations. A Random Forest model was used to downscale Sentinel-3 Land Surface Temperature (LST) from 1 km to 20 m using Sentinel-2 vegetation indices. The downscaled LST, together with ERA5 meteorological variables and ancillary data, served as input to the Two-Source Energy Balance (TSEB) model to estimate ET at fine spatial and temporal resolution.

You can find additional information and detailed descriptions on the projects website (https://www.admkenya.eu/).
DOI: 10.57967/hf/6924
title: OpenTextVault_FromTheNetwork
DOI: 10.5281/zenodo.17119621
title: Development of an Earthy-Odor Biosynthetic Gene Database Enhancing Deep Learning–Based Prediction in Aquaculture Systems
DOI: 10.5281/zenodo.17558694
title: Development of an Earthy-Odor Biosynthetic Gene Database Enhancing Deep Learning–Based Prediction in Aquaculture Systems
DOI: 10.15468/dl.h4apez
title: Occurrence Download

description: A dataset containing 908740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Molothrus bonariensis, Herpestes auropunctatus, Pantherophis guttatus, Trachemys scripta, Nannochloropsis oculata, Dioscorea alata, Panicum maximum, Schefflera actinophylla, Scaevola plumieri, Scaevola sericea, Haematoxylon campechianum, Leucaena glauca, Mucuna pruriens, Casuarina equisetifolia, Casuarina glauca, Calotropis procera, Trachelospermum jasminoides, Spathodea campanulata, Jasminum fluminense, Passiflora foetida)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 908740 records from 1485 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023016-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13657360
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2krhaq
title: Occurrence Download

description: A dataset containing 23876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia annua"
 ]
}

 The dataset includes 23876 records from 673 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023029-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5bc28
title: Occurrence Download

description: A dataset containing 165661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Egretta garzetta)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 165661 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076285-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x78xrm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipremnum pinnatum",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076320-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ea3fm2
title: Occurrence Download

description: A dataset listing the 55 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Artemisia absinthium, Ambrosia artemisiifolia, Ageratum conyzoides)"
 ]
}

 The dataset's 55 records were derived from 2188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076305-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh3et9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is Données piscicoles et astacicoles des cours d'eau de France métropolitaine bancarisées dans ASPE (OFB) - Données acquises selon le protocole de pêche par ambiance - ASPE - OFB",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220330-230224095556074/datasets/export for details.
DOI: 10.15468/dl.2hg2jy
title: Occurrence Download

description: A dataset containing 60078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 60078 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023375-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgnuew
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lyrocarpa xantii Brandegee"
 ]
}

 The dataset includes 119 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016642-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csurgw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryozoa",
 "DatasetKey is ZOBODAT (Zoological Botanical Database)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220326-230224095556074/datasets/export for details.
DOI: 10.15468/dl.rrknrn
title: Occurrence Download

description: A dataset containing 1748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset includes 1748 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099229-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.