cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17542254
title: Long-term dataset of annual and monthly mean trophic level index (TLI) for lakes >1 km² in the Mongolian–Xinjiang Plateau region, 2000–2024

description: Dataset title:Annual and monthly mean trophic level index (TLI) for lakes >1 km² in the Mongolian–Xinjiang Plateau region (2000–2024)

Description:This dataset provides annual and monthly mean values of the trophic level index (TLI) for lakes larger than 1 km² in the Mongolian–Xinjiang Plateau region during the period 2000–2024. The dataset was derived from [remote sensing data, field surveys, water quality monitoring, statistical analysis] and processed following standard methods of TLI calculation, integrating indicators such as total phosphorus (TP), total nitrogen (TN), chlorophyll-a (Chl-a), and Secchi depth (SD).

The dataset includes:





Time coverage: January 2000 – December 2024




Spatial coverage: Lakes >1 km² within the Mengxin Plateau region




Variables: Lake ID, latitude, longitude, annual mean TLI, monthly mean TLI




Format: CSV (tabular data), [Shapefile/GeoTIFF if you added spatial data]



Value of the data:





Useful for understanding long-term water quality dynamics in plateau lakes.




Provides a reference for ecological monitoring, eutrophication assessment, and regional environmental management.




Can be used by researchers, policymakers, and environmental managers working on water resources and ecological health.
DOI: 10.15468/dl.4k4xhm
title: Occurrence Download

description: A dataset containing 28169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is Observation.org, Nature data from around the World",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is one of (Budel-Dorplein - Zinkfabriek, Budel-Dorplein - Ringselvennen, Budel-Dorplein - Loozerheide, Budel-Dorplein - Zinkfabriek - koelvijver)"
 ]
}

 The dataset includes 28169 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019672-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71802/yd0ll804
title: 2023_2024_Dynalife_Mülheim_Training School

description: ##COST Action Dynalife Training School: The Riddle of the Genetic Code

The training course on the mysteries of the genetic code will take place in Mülheim an der Ruhr from May 1 to 3, 2024 (arrival on April 30, departure on May 4). The venue is the conference center "Die Wolfsburg", where the trainers and trainees will also be accommodated. The topic - the enigma of the genetic code - is a central theme of the DYNALIFE COST project and is particularly important for the WG1 and WG2 groups. Several of the goals of the DYNALIFE project deal with the genetic code, e.g. developing and testing the various models and theories on genetic coding with state-of-the-art biological data and modern methods from statistics and data science in general. The idea of the training school is therefore to provide a platform for the DYNALIFE community to learn and study the facets of the genetic code. Six trainers will each give a half-day introduction to their area of expertise around the genetic code (topics range from theoretical properties of the genetic code to statistical methods for studying the genetic code and genetic data to applications in biology). The lecturers will prepare lectures and exercises or practical studies at a level suitable for young researchers. The school is primarily aimed at PhD students or young researchers, but is also open to established researchers in working groups WG1 and WG2 who wish to broaden their knowledge in the field to advance their research within DYNALIFE.


__Dates:__ May 1-3, 2024

__Venue:__ Katholische Akademie „Die Wolfsburg“, Mülheim an der Ruhr, Germany


__Organizers:__ Elena Fimmel, Lutz Strüngmann.
DOI: 10.5281/zenodo.17539991
title: Underwater images collected by a Kite surf in Riambel, Mauritius - 2018-05-27

description: This dataset was collected by a Kite surf in Riambel, Mauritius - 2018-05-27. 

            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: 10.5281/zenodo.17188764
title: Long-term dataset of annual and monthly mean trophic level index (TLI) for lakes >1 km² in the Mongolian–Xinjiang Plateau region, 2000–2024

description: Dataset title:Annual and monthly mean trophic level index (TLI) for lakes >1 km² in the Mongolian–Xinjiang Plateau region (2000–2024)

Description:This dataset provides annual and monthly mean values of the trophic level index (TLI) for lakes larger than 1 km² in the Mongolian–Xinjiang Plateau region during the period 2000–2024. The dataset was derived from [remote sensing data, field surveys, water quality monitoring, statistical analysis] and processed following standard methods of TLI calculation, integrating indicators such as total phosphorus (TP), total nitrogen (TN), chlorophyll-a (Chl-a), and Secchi depth (SD).

The dataset includes:





Time coverage: January 2000 – December 2024




Spatial coverage: Lakes >1 km² within the Mengxin Plateau region




Variables: Lake ID, latitude, longitude, annual mean TLI, monthly mean TLI




Format: CSV (tabular data), [Shapefile/GeoTIFF if you added spatial data]



Value of the data:





Useful for understanding long-term water quality dynamics in plateau lakes.




Provides a reference for ecological monitoring, eutrophication assessment, and regional environmental management.




Can be used by researchers, policymakers, and environmental managers working on water resources and ecological health.
DOI: 10.15468/dl.z6myyj
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sanicula uralensis"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019677-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17542515
title: THE COMMONS CHARTER OF HUMAN ADVANCEMENT ^0 FEDERATED CIVILIZATION PRINCIPLES

description: The purpose of the Commons is:

1. To guarantee every person access to the necessities of life — food, shelter, care, learning, and safety.

2. To secure human freedom, dignity, and self-determination without domination or exploitation.

3. To cultivate knowledge, creativity, science, and culture as shared inheritance.

4. To develop economic, technological, and ecological systems rooted in abundance and reciprocity.

5. To replace fear-based governance with transparency, justice, and collective ethical responsibility.

6. To ensure future generations inherit a world thriving in peace, balance, and possibility.
DOI: 10.5281/zenodo.17542516
title: THE COMMONS CHARTER OF HUMAN ADVANCEMENT ^0 FEDERATED CIVILIZATION PRINCIPLES

description: The purpose of the Commons is:

1. To guarantee every person access to the necessities of life — food, shelter, care, learning, and safety.

2. To secure human freedom, dignity, and self-determination without domination or exploitation.

3. To cultivate knowledge, creativity, science, and culture as shared inheritance.

4. To develop economic, technological, and ecological systems rooted in abundance and reciprocity.

5. To replace fear-based governance with transparency, justice, and collective ethical responsibility.

6. To ensure future generations inherit a world thriving in peace, balance, and possibility.
DOI: 10.15468/dl.49mgyf
title: Occurrence Download

description: A dataset containing 9407 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halimeda tuna"
 ]
}

 The dataset includes 9407 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019674-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jsx9k
title: CCDC 2347639: Experimental Crystal Structure Determination

description: Related Article: Yujia Mao, Weitao Hu, Chuan Wang|2024|ACS Catalysis|14|17039|doi:10.1021/acscatal.4c06131
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.cfntsm
title: Occurrence Download

description: A dataset containing 120369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natrix natrix"
 ]
}

 The dataset includes 120369 records from 969 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019611-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17542298
title: A Unifying View of Aerosol Size and Optics Through the Scattering Efficiency Diameter

description: Some of the data used in the article. For more data, please contact the corresponding author
DOI: 10.5281/zenodo.17542299
title: A Unifying View of Aerosol Size and Optics Through the Scattering Efficiency Diameter

description: Some of the data used in the article. For more data, please contact the corresponding author
DOI: 10.48331/scielodata.rynbmf
title: NOTAS METODOLÓGICAS: A origem do ‘lugar de enunciação’ no encontro de Rigoberta Menchú com os Estudos Culturais.

description: A presente Nota detalha os passos metodológicos seguidos para a elaboração do artigo ‘Rigoberta Menchú y la crítica del lugar de enunciación: testimonio y política en los Estudios Culturales’, publicado pela Revista Brasileira de Ciências Sociais (RBCS) em 2025.
DOI: 10.15468/dl.qeaxy8
title: Occurrence Download

description: A dataset containing 26520 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is POPA- Fisheries Observer Program of the Azores: Marine mammal sightings in the Azores tuna fishery from 1998 on: during navigation or search mode"
 ]
}

 The dataset includes 26520 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019679-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgbqb3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos",
 "Year 2000-2025"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019683-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kucf3j
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pithecia milleri"
 ]
}

 The dataset includes 230 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019682-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17520128
title: customer's negative reviews from e-commerce app
DOI: 10.5281/zenodo.17520127
title: customer's negative reviews from e-commerce app
DOI: 10.15468/dl.b2s23v
title: Occurrence Download

description: A dataset containing 1499115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Country derived from coordinates, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata",
 "Year 1900-2025"
 ]
}

 The dataset includes 1499115 records from 5792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019634-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggdght
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "TaxonKey is Reighardiidae"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003137-240626123714530/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.26123650
title: dadad

description: sdfsd
DOI: 10.6084/m9.figshare.26123650.v1
title: dadad

description: sdfsd
DOI: 10.15468/dl.2mm44w
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample)",
 "TaxonKey is Derocheilocarididae"
 ]
}

 The dataset includes 86 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003139-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmzpep
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cnemaspis punctatonuchalis Grismer, Sumontha, Cota, Grismer, Wood, Pauwels & Kunya, 2010",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003140-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k25nv5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cnemaspis vandeventeri Grismer, Sumontha, Cota, Grismer, Wood, Pauwels & Kunya, 2010",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003141-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25ds6w
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Mammals (NSMK-MM), NIEK_NES, niek_nes_22, iNaturalist Research-grade Observations, nsmk_mm_2019, 2019_nsmk_biodiversity_observations_mm_1000, 2020_biodiversity_information_observation, 2019_nsmk_mm_20200324)",
 "GadmGid is KOR.5_1",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 26 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003135-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t68wb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyrtodactylus doisuthep Kunya, Panmongkol, Pauwels, Sumontha & Meewasana",
 "Year 2000-2024"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003142-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe5e8h
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyrtodactylus dumnuii Bauer, Kunya, Sumontha, Niyomwan, Pauwels, Chanhome & Kunya, 2010",
 "Year 2000-2024"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyn96z
title: Occurrence Download

description: A dataset containing 15002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Material sample, Human Observation, Machine Observation, Living Specimen)",
 "TaxonKey is Halocyprida"
 ]
}

 The dataset includes 15002 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-1580559336
title: The Israeli BAG

description: The Israeli BAG plans to increase its usage of ESRF in the coming year. We are having more projects that utilize the ESRF single crystal capabilities as well as the continuous increase in SAXS time. As mentioned last year It is not trivial to provide a summary that covers all research topics encompassed by the BAG. We expect some BAG members to resume using ESRF after utilizing other facilities. As much as we appreciate the immense capacities of ESRF, the majority of BAG members are discontent (to say the least) regarding the post-shutdown/Covid-19 travel regulations imposed by the management. It seems that bureaucracy rather than common sense is prevailing and an accompanying letter will be submitted adjoined to the proposal/report. I have not included any requests for ID29 as the BAG members have to become more familiarized with the facility. As for some of the BAG projects, a detailed description is provided in the Global Summary below.
DOI: 10.15151/esrf-es-1580713753
title: Macromolecular Crystallography in Lyon/Toulouse/Bordeaux / IBCP-MMSB ICBMS / IPBS LMGM / IECB IBGC CBMN

description: The different research teams who are part of this BAG are located in Lyon, Toulouse and Bordeaux. They are mainly working on worldwide health concerns
or biotechnological relevant projects. In more details, infectiology, molecular assemblies, biosynthetic pathways or glycobiology are their main research axises.
Important results have been obtained so far regarding the development of new therapeutic strategies against several infectious diseases or regarding plastic
bioremediation. In order to go further into details of all these studies, access to ESRF facilities is a requirement.
DOI: 10.15151/esrf-es-1581843208
title: Paris Rive-Gauche BAG: from structure to drug design

description: Our BAG was created in 2006 to federate well-established structural biology laboratories from south Paris. At present, several projects are investigated by
 different teams from 5 Institutes: (1) I2BC (Institut de Biologie Inte#grative de la Cellule), (2) IBPC (Institut de Biologie Physico-Chimique), (3) INSERM (Institut National de la Sante# et de la Recherche Me#dicale), (4) LBPA (Laboratoire de Biologie et Pharmacologie Applique#e) and (5) CiTCoM (CiblesTherapeutiques et Conception de Medicaments, ex-name LCRB).
Our research area focuses on many important biological systems involved in human pathology or infectious diseases, including molecular chaperones, DNA
 recombination, RNA maturation, ribosome biogenesis, telomerase assembly, bacterial toxins, malaria disease, neurodegenerative disease, drugs resistance and cell-signalling.
DOI: 10.15151/esrf-es-1583119590
title: Structural investigation of membrane and water-soluble proteins

description: The portfolio of this BAG includes structural investigation of membrane proteins as well as soluble proteins relevant to various scientific fields. These range from basic science to application-related projects with impact on biotechnology (optogenetics, biocatalysts) and medicine (bacterial and viral pathogens, diseases involving protein aggregation).