cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.apmy8n
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabernaemontana pandacaqui",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 316 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011432-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12770/5c2f7b11-b424-49e9-8255-5a2bf3bbe9d8
title: Carte bathymetrique du site d'essais de St Anne du Portzic (2024)
title: St Anne sea test site's bathymetric map's (2024)

description: Modele Numerique de Terrain (MNT) du site d'essais de St Anne de Portzic (concession Ifremer) réalisés en 2024. 
Le jeu de données des sondes associés au MNT est également fournis.
Réferentiel géodesique des données RGF93 (Ellipsoïde associée IAG GRS 80), projection Lambert 93.
Résolution du MNT : 1m²
description: Digital Elevation/Terrain Model (DTM) of the St Anne de Portzic sea test site (Ifremer concession) created in 2024. 
The dataset of probes associated with the DTM is also provided.
Geodetic reference system : RGF93 data ( IAG GRS 80 ellipsoid ), Lambert 93 projection. 
DTM resolution: 1m²
DOI: 10.15468/dl.wfc4c2
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Biodiversitätsdatenbank Salzburg, Observation.org, Nature data from around the World, ZOBODAT (Zoological Botanical Database), iNaturalist Research-grade Observations, Biodiversitätsdatenbank Nationalpark Hohe Tauern)",
 "GadmGid is AUT.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Cupido minimus",
 "Year 2000-2026"
 ]
}

 The dataset includes 748 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011434-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra6fge
title: Occurrence Download

description: A dataset containing 14715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, United Kingdom of Great Britain and Northern Ireland, France)",
 "Month is January",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvia atricapilla",
 "Year is one of (1991, 2005, 2023)"
 ]
}

 The dataset includes 14715 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011436-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7802
title: osm-sketchmaps
DOI: 10.6084/m9.figshare.31251388
title: Self-Correction Failure Diagnostic: Detecting Constraint Collapse in Complex Systems

description: This diagnostic framework presents a set of operational questions for identifying self-correction failure in complex systems. It is intended for analytical use by UX teams, AI safety researchers, governance groups, and risk organizations examining systems that continue functioning as corrective feedback weakens. The framework highlights patterns such as constraint collapse, feedback inversion, accountability diffusion, and optimization drift, and is provided as a reference tool for post-incident review, system audits, and design risk assessment.
DOI: 10.6084/m9.figshare.31251388.v2
title: Self-Correction Failure Diagnostic: Detecting Constraint Collapse in Complex Systems

description: This diagnostic framework presents a set of operational questions for identifying self-correction failure in complex systems. It is intended for analytical use by UX teams, AI safety researchers, governance groups, and risk organizations examining systems that continue functioning as corrective feedback weakens. The framework highlights patterns such as constraint collapse, feedback inversion, accountability diffusion, and optimization drift, and is provided as a reference tool for post-incident review, system audits, and design risk assessment.
DOI: 10.5281/zenodo.18621051
title: Temporal Fusion Transformer Model for Reliable Prediction and Sub-Seasonal to Seasonal Forecasting of Reservoir Storage

description: This archive contains the datasets, model implementation, and prediction results associated with the manuscript titled "Temporal Fusion Transformer Model for Reliable Prediction and Sub-Seasonal to Seasonal Forecasting of Reservoir Storage." The record includes the climate dataset (daily precipitation, maximum temperature, and minimum temperature), the reservoir storage dataset (storage and water level), and the complete source code implementing the Temporal Fusion Transformer (TFT) architecture, including training and forecasting procedures. Model prediction outputs and evaluation metrics (R², RMSE, and MAE) are also provided. The materials included in this archive enable full reproducibility of the results presented in the manuscript, with all preprocessing, scaling, and sequence generation steps implemented within the training script.
DOI: 10.5281/zenodo.18621052
title: Temporal Fusion Transformer Model for Reliable Prediction and Sub-Seasonal to Seasonal Forecasting of Reservoir Storage

description: This archive contains the datasets, model implementation, and prediction results associated with the manuscript titled "Temporal Fusion Transformer Model for Reliable Prediction and Sub-Seasonal to Seasonal Forecasting of Reservoir Storage." The record includes the climate dataset (daily precipitation, maximum temperature, and minimum temperature), the reservoir storage dataset (storage and water level), and the complete source code implementing the Temporal Fusion Transformer (TFT) architecture, including training and forecasting procedures. Model prediction outputs and evaluation metrics (R², RMSE, and MAE) are also provided. The materials included in this archive enable full reproducibility of the results presented in the manuscript, with all preprocessing, scaling, and sequence generation steps implemented within the training script.
DOI: 10.15468/dl.vexmae
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thladiantha cordifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 590 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011437-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xykkfg
title: Occurrence Download

description: A dataset containing 662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "TaxonKey is Python bivittatus"
 ]
}

 The dataset includes 662 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011439-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc6n4k
title: Occurrence Download

description: A dataset containing 5282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus laevigatus"
 ]
}

 The dataset includes 5282 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011438-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzxf9r
title: Occurrence Download

description: A dataset containing 1684034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abbottina rivularis, Abramis brama, Abramites hypselonotus, Acanthobrama lissneri, Acanthobrama microlepis, Acanthocephalus anguillae, Acanthogobius flavimanus, Acantopsis dialuzona, Acarichthys heckelii, Acentria ephemerella, Acheilognathus asmussii, Acheilognathus cyanostigma, Acheilognathus macropterus, Acheilognathus rhombeus, Acheilognathus tabira, Acheilognathus typus, Achnanthes subhudsonis, Achroceratosphaeria potamia, Achtheres percarum, Acipenser baerii, Acipenser fulvescens, Acipenser gueldenstaedtii, Acipenser naccarii, Acipenser nudiventris, Acipenser oxyrinchus, Acipenser ruthenus, Acipenser sinensis, Acipenser stellatus, Acipenser transmontanus, Acorus calamus, Acorus gramineus, Actinocleidus fergusoni, Actinocleidus oculatus, Actinocleidus recurvatus, Actinocyclus normanii, Actophilornis africanus, Aedes aegypti, Aedes albopictus, Aedes atropalpus, Aedes australis, Aedes bahamensis, Aedes camptorhynchus, Aedes flavopictus, Aedes japonicus, Aedes japonicus japonicus, Aedes koreicus, Aedes notoscriptus, Aedes polynesiensis, Aedes subdiversus, Aedes taeniorhynchus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1684034 records from 1011 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011379-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rbec4
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petalonia binghamiae",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 212 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011475-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu8urv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clupanodon thrissa (Linnaeus, 1758)"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013981-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15488866
title: Shallow ERT and IP monitoring of the Reykjanes Geothermal Area

description: This dataset contains daily monitoring of the Reykjanes Geothermal Area, using Electrical Resistivitity Tomography (ERT) and Time Domain Induced Polarization (TDIP). The reported data spans from 2022/10/23 to 2023/10/31, daily datasets are available for normal  (N_date.csv) and reciprocal (R_date.csv) settings, with the exception of 2023-07-05 where no reciprocal data was acquired due to technical issues.

For each file contains the following information:



Apparent Resistivity & - chargeability

Measured potential & Injected current

Electrode positions

Timewindows 

Timedelay

Voltage decay, corresponding to the timewindows.
DOI: 10.5281/zenodo.15488867
title: Shallow ERT and IP monitoring of the Reykjanes Geothermal Area

description: This dataset contains daily monitoring of the Reykjanes Geothermal Area, using Electrical Resistivitity Tomography (ERT) and Time Domain Induced Polarization (TDIP). The reported data spans from 2022/10/23 to 2023/10/31, daily datasets are available for normal  (N_date.csv) and reciprocal (R_date.csv) settings, with the exception of 2023-07-05 where no reciprocal data was acquired due to technical issues.

For each file contains the following information:



Apparent Resistivity & - chargeability

Measured potential & Injected current

Electrode positions

Timewindows 

Timedelay

Voltage decay, corresponding to the timewindows.
DOI: 10.60712/si-id320707.1
title: StrainInfo SI-ID 320707.1

description: StrainInfo dataset 320707 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320708.1
title: StrainInfo SI-ID 320708.1

description: StrainInfo dataset 320708 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.bvhbxv
title: Occurrence Download

description: A dataset containing 200484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2018-2019",
 "HasCoordinate is true",
 "TaxonKey is Rosaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 200484 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014071-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id320709.1
title: StrainInfo SI-ID 320709.1

description: StrainInfo dataset 320709 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320554.1
title: StrainInfo SI-ID 320554.1

description: StrainInfo dataset 320554 about a strain of Agrobacterium rhizogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320555.1
title: StrainInfo SI-ID 320555.1

description: StrainInfo dataset 320555 about a strain of Agrobacterium rhizogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320556.1
title: StrainInfo SI-ID 320556.1

description: StrainInfo dataset 320556 about a strain of Agrobacterium rhizogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320557.1
title: StrainInfo SI-ID 320557.1

description: StrainInfo dataset 320557 about a strain of Agrobacterium rhizogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.8iftby
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grewia occidentalis L."
 ]
}

 The dataset includes 1313 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000938-150805223722583/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id320642.1
title: StrainInfo SI-ID 320642.1

description: StrainInfo dataset 320642 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320643.1
title: StrainInfo SI-ID 320643.1

description: StrainInfo dataset 320643 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320644.1
title: StrainInfo SI-ID 320644.1

description: StrainInfo dataset 320644 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320710.1
title: StrainInfo SI-ID 320710.1

description: StrainInfo dataset 320710 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.2yckd4
title: Occurrence Download

description: A dataset containing 9826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dodecatheon pulchellum (Raf.) Merr., Dodecatheon pulchellum var. macrocarpum (A.Gray) Reveal, Dodecatheon pulchellum var. cusickii (Greene) Reveal, Dodecatheon pulchellum var. distolum Reveal, Dodecatheon pulchellum var. shoshonense (A.Nelson) Reveal, Dodecatheon pulchellum var. monanthum (Greene) C.L.Hitchc., Dodecatheon pulchellum f. breitungii B.Boivin, Dodecatheon pulchellum var. pulchellum, Dodecatheon pulchellum subsp. pauciflorum (Durand) Hultén, Dodecatheon pulchellum var. alaskanum (Hultén) B.Boivin, Dodecatheon pulchellum subsp. cusickii (Greene) Calder & Roy L.Taylor, Dodecatheon pulchellum f. margaritaceum (Fassett) C.F.Reed, Dodecatheon pulchellum subsp. monanthum (Greene) H.J.Thomps. ex Munz, Dodecatheon pulchellum subsp. monanthum (Greene) H.J.Thomps., 1958, Dodecatheon pulchellum var. monanthum (Greene) B.Boivin, Dodecatheon pulchellum subsp. pulchellum, Dodecatheon pulchellum subsp. alaskanum (Hultén) Hultén, Dodecatheon pulchellum var. alaskanum (Hultén) Reveal, Dodecatheon pulchellum var. alaskanum (Hultén) S.L.Welsh, Dodecatheon pulchellum subsp. macrocarpum (A.Gray) Roy L.Taylor & Mac Bryde, Dodecatheon pulchellum var. monanthum (Greene) Reveal, Dodecatheon pulchellum subsp. superbum (Pennell & Stair) Hultén, Dodecatheon pulchellum var. album (Suksd.) B.Boivin, Dodecatheon pulchellum var. zionense (Eastw.) S.L.Welsh, Dodecatheon pulchellum var. watsonii (Tidestr.) C.L.Hitchc., Dodecatheon pulchellum f. stricklerae (Fernald) C.F.Reed, Dodecatheon pulchellum subsp. watsonii (Tidestr.) H.J.Thomps., Dodecatheon pulchellum var. watsonii (Tidestr.) Reveal, Dodecatheon pulchellum var. watsonii (Tidestr.) B.Boivin)"
 ]
}

 The dataset includes 9826 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085240-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id320711.1
title: StrainInfo SI-ID 320711.1

description: StrainInfo dataset 320711 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320712.1
title: StrainInfo SI-ID 320712.1

description: StrainInfo dataset 320712 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320713.1
title: StrainInfo SI-ID 320713.1

description: StrainInfo dataset 320713 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/6zdm6k
title: Système d'Information sur la Nature et les Paysages d'Ile de France - Étude biodiversité toitures végétalisées d'Île-de-France réalisée par Natureparif / ARB

description: Jeux de données provenant de la base de données CETTIA du Système d'Information sur la Nature et les Paysages d'Ile de France. Il concerne la faune à l'exception des insectes.
DOI: 10.60712/si-id320645.1
title: StrainInfo SI-ID 320645.1

description: StrainInfo dataset 320645 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320646.1
title: StrainInfo SI-ID 320646.1

description: StrainInfo dataset 320646 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320647.1
title: StrainInfo SI-ID 320647.1

description: StrainInfo dataset 320647 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320648.1
title: StrainInfo SI-ID 320648.1

description: StrainInfo dataset 320648 about a strain of Agrobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.48597/2khf-hcjd
title: Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.60712/si-id320714.1
title: StrainInfo SI-ID 320714.1

description: StrainInfo dataset 320714 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.48597/erna-9eju
title: Aluminium_27 at Harwell

description: Measurement of Aluminium_27 at Harwell
DOI: 10.60712/si-id320715.1
title: StrainInfo SI-ID 320715.1

description: StrainInfo dataset 320715 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id320716.1
title: StrainInfo SI-ID 320716.1

description: StrainInfo dataset 320716 about a strain of Allorhizobium vitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.48597/4evb-zhyb
title: Nickel_60 at Harwell

description: Measurement of Nickel_60 at Harwell
DOI: 10.48597/sqah-kk9x
title: Arsenic at Harwell

description: Measurement of Arsenic at Harwell