cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15540543
title: The Dominant Role of Crustal Fields in Structuring Electromagnetic Environment within the Martian Dayside Magnetosphere
DOI: 10.5281/zenodo.17547499
title: The Dominant Role of Crustal Fields in Structuring Electromagnetic Environment within the Martian Dayside Magnetosphere
DOI: 10.15468/dl.33wvhh
title: Occurrence Download

description: A dataset containing 49275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leptinotarsa decemlineata"
 ]
}

 The dataset includes 49275 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020680-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17427092
title: Data for: Climate-induced range shifts will support local plant diversity but not reduce extinction risk

description: Modern climate change has caused widespread plant range shifts on Earth. This project investigates how these range shifts affect global plant extinction risk and biodiversity redistribution under future climate scenarios. We developed a series of modeling methods to predict the current and future ranges of approximately 68,000 plant species. Using these projected range dynamics, we estimated plant extinction risks and global patterns of change in plant species richness. This dataset includes the input data and materials required to run the scripts available in our GitHub repository.
DOI: 10.5281/zenodo.17427091
title: Data for: Climate-induced range shifts will support local plant diversity but not reduce extinction risk

description: Modern climate change has caused widespread plant range shifts on Earth. This project investigates how these range shifts affect global plant extinction risk and biodiversity redistribution under future climate scenarios. We developed a series of modeling methods to predict the current and future ranges of approximately 68,000 plant species. Using these projected range dynamics, we estimated plant extinction risks and global patterns of change in plant species richness. This dataset includes the input data and materials required to run the scripts available in our GitHub repository.
DOI: 10.5281/zenodo.17547288
title: Underwater images collected by a Kite surf in Le-Morne, Mauritius - 2018-06-13

description: This dataset was collected by a Kite surf in Le-Morne, Mauritius - 2018-06-13. 

            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: 10.5281/zenodo.17547112
title: Underwater images collected by a Kite surf in Le-Morne, Mauritius - 2018-06-13

description: This dataset was collected by a Kite surf in Le-Morne, Mauritius - 2018-06-13. 

            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: 10.34740/kaggle/dsv/13641756
title: Artist Datasets
DOI: 10.15468/dl.7kvmjz
title: Occurrence Download

description: A dataset containing 49275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leptinotarsa decemlineata"
 ]
}

 The dataset includes 49275 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020683-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7833e8
title: Occurrence Download

description: A dataset containing 47391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptinotarsa decemlineata"
 ]
}

 The dataset includes 47391 records from 320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020684-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nhaw7
title: Occurrence Download

description: A dataset containing 49275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leptinotarsa decemlineata"
 ]
}

 The dataset includes 49275 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020686-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3mely
title: Occurrence Download

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008416-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyqaub
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/0045502-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpv2bs
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocereus eruca (Brandegee) A.C.Gibson & K.E.Horak"
 ]
}

 The dataset includes 173 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011077-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.igtwjo
title: Occurrence Download

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008456-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ojhmig
title: Occurrence Download

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022488-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58vcqv
title: Occurrence Download

description: A dataset containing 551452906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year 2016-2020"
 ]
}

 The dataset includes 551452906 records from 7369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143834-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/89z-s3e-9yt
title: Erigeron canadensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/drf-5vz-de3
title: Erigeron sumatrensis Retz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9hw-tgn-nsz
title: Plantago afra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/csw-hlg-tzc
title: Valantia hispida L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b04-x7z-g14
title: Erigeron canadensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qzf-sej-e01
title: Hieracium lachenalii subsp. consociatum (Jord. ex Boreau) Zahn

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pw0-7px-d3r
title: Erigeron canadensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zzp-fhs-prs
title: Hieracium atratum subsp. pergrandifrons Zahn ex Gottschl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr03568
title: Afrobarometer: Round I Survey of Lesotho, March-June 2000
title: Archival Version

description: The Afrobarometer project assesses attitudes toward democracy, markets, and civil society in several sub-Saharan African nations. This survey of Lesotho recorded Lesotho citizens' opinions about recent political and economic changes within their country. Respondents were asked about their current satisfaction with economic conditions in Lesotho, how they currently obtained food to eat, what resources they relied on for safety, and how they obtained health care. They were also asked how often in the last 12 months they or their family had gone without food, felt unsafe in terms of crime, gone without medicine, or gone without shelter. Respondents were asked how often they attended meetings of organizations such as church groups, local self-help associations, and trade unions. Their opinions were elicited on who they felt was responsible for providing schools, creating jobs, building houses, and reducing crime. They were asked what came to mind with the word "democracy" and whether they could identify their country's Prime Minister, Minister of Finance, District Development Committee member, or their representative on the community or urban council. Respondents were also asked how often they got news from such sources as radio, television, or newspapers and how closely they followed what was going on in government and public affairs. Respondents were asked to rate the way the country was governed under the military government, the current system of government with regular elections in which everyone can vote and there are at least two political parties, and the political system of the country as they expected it to be in ten years time. They were asked how interested they felt the Prime Minister was in what happened to them, how much of the time they could trust the Prime Minister, and their overall approval of the Prime Minister. Respondents were asked the same questions regarding Parliament and local government. In addition, those polled were asked about their awareness of the government's Structural Adjustment Programme and the effect it had on the way they lived their lives. They were also asked if they participated in such activities as the 1998 national elections, attending an election rally, or writing a letter to a newspaper. Demographic information was elicited from respondents, including age, language spoken, education, and employment status.
description: Datasets: 
 
 DS1: Dataset
description: Afrobarometer Survey Series
description: Produced by Sechaba Consultants, Lesotho, 2000.
description: Citizens of Lesotho aged 18 years and older.
description: Multistage, clustered, random probability sample.
DOI: 10.15468/dl.jxcjvx
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ageratum conyzoides",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 167 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069868-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1e1-pwf-97c
title: Valantia hispida L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pl8-c6y-b3r
title: Schoenoplectus pungens (Vahl) Palla

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/54t-mqf-s4a
title: Anthoxanthum aristatum Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qzl-qz9-qjs
title: Saxifraga granulata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr04262
title: Afrobarometer: Round I Survey of Malawi, November-December 1999
title: Archival Version

description: The Afrobarometer project was designed to assess attitudes toward democracy, markets, and civil society in several sub-Saharan African nations, and to track the evolution of such attitudes in those nations over time. This particular survey was concerned with the attitudes and opinions of the citizens of Malawi. Respondents were asked to rate Malawi's President Bakili Muluzi and his administration's overall performance, and to state the most important issue facing the nation. Opinions were gathered on the role of the government in improving the economy, whether corruption existed in local and national government, whether government officials were responsive to problems of the general population, and whether local government officials, the police, the courts, the overall criminal justice system, the media, the Supervisory Electoral Commission, and the Malawi Broadcasting Corporation could be trusted. Respondents were polled on their knowledge of government officials, their level of personal involvement in political, governmental, and community affairs, the inclusiveness of the government, and what their reactions would be to executive branch-sponsored, government-imposed restrictions or prohibitions on the media, the judicial system, and parliament. Economic questions addressed the past, present, and future of the country's and the respondent's economic condition, whether great income disparities are fair, and whether encouraging people to start small businesses would create more jobs. Societal questions addressed how much trust could be placed in others, whether it is wise to plan ahead, whether everyone should be responsible for themselves and their own success or failure, what characteristics respondents used to identify themselves, whether it was easy to obtain assistance with securing food, water, schooling, and medical services, and by what methods respondents secured food, water, news, information, and medical services. Respondents were also asked whether they had checked with other adults in the household to answer questions. Background variables include age, language spoken most at home, education, current employment status, employment status over the last 12 months, employment history, family financial situation over the last 12 months, monetary support system, whether a close friend or relative had died from AIDS, language used in interview, sex, ethnicity, type of physical disability, if any, type of housing, location of interview (inside, outside, or both), and respondent's attitude during interview.
description: none
description: Response Rates: The response rate was approximately 90 percent.
description: National probability sample.
description: Datasets: DS1: Afrobarometer: Round I Survey of Malawi, November-December 1999
description: Citizens of Malawi who were 18 years of age or older.
description: Additional information on Afrobarometer research projects is provided on the Afrobarometer Web site.
DOI: 10.3535/434-cdb-33e
title: Hieracium bifidum subsp. sinuosifrons (Dahlst.) Zahn

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xhc-xtb-6ft
title: Hieracium jurassicum subsp. pseudojuranum (Arv.-Touv.) Greuter

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