cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18728/igb-fred-986.3
title: Lake Stechlin chemistry data (ion chromatography) 2000-2020

description: Dissolved anions and cations at Lake Stechlin: sodium (Na+), potassium, (K+), magnesium (Mg2+), calcium (Ca2+), chloride (Cl-), sulfate (SO42-)
DOI: 10.15468/dl.wt2e53
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium intortum (Mill.) Urb.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 678 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003129-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ascp4
title: Occurrence Download

description: A dataset containing 8901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagenorhynchus albirostris (Gray, 1846)"
 ]
}

 The dataset includes 8901 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003126-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.macg99
title: Occurrence Download

description: A dataset containing 10799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balaenoptera borealis Lesson, 1828"
 ]
}

 The dataset includes 10799 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003127-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfst5n
title: Occurrence Download

description: A dataset containing 22171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enhydra lutris (Linnaeus, 1758)"
 ]
}

 The dataset includes 22171 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h34ez
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.30214 47.85776,57.05849 47.85776,57.05849 61.34498,23.30214 61.34498,23.30214 47.85776))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anisantha sterilis (L.) Nevski"
 ]
}

 The dataset includes 62 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003130-250515123054153/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/11847206
title: DRGBT603
DOI: 10.15468/dl.gewbu2
title: Occurrence Download

description: A dataset containing 341719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alcedo atthis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 341719 records from 829 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003119-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqsr9v
title: Occurrence Download

description: A dataset listing the 50 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Apidae, Andrenidae, Colletidae, Halictidae, Megachilidae, Melittidae)"
 ]
}

 The dataset's 50 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000379-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3px2y
title: Occurrence Download

description: A dataset containing 1849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myotis sodalis Miller & G.M.Allen, 1928"
 ]
}

 The dataset includes 1849 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000385-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uxqju
title: Occurrence Download

description: A dataset containing 10761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalaria retusa L."
 ]
}

 The dataset includes 10761 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002097-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47qpbs
title: Occurrence Download

description: A dataset containing 5722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia glacialis"
 ]
}

 The dataset includes 5722 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036862-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n6g8yhd4vs
title: The Agricultural Water Deficit Index (AWDI)

description: The Agricultural Water Deficit Index (AWDI): A novel approach for monitoring agricultural drought
DOI: 10.17632/fw8wjfm33c
title: Une base de données spectrales des sols de Madagascar construite à partir des travaux du Laboratoire des RadioIsotopes avec ses partenaires

description: Le carbone (C) du sol, est aujourd’hui au cœur des problématiques mondiales d’insécurité alimentaire et de changement climatique en tant qu’indicateur de fertilité des sols et limitant le réchauffement climatique. Le laboratoire des RadioIsotopes (LRI) avec ses partenaires ont effectué un effort considérable à travers l’utilisation de la spectrométrie dans le moyen infrarouge pour déterminer avec précision, rapidement et à moindre coût les constituants physico-chimiques du sol en particulier le C organique des sols. Le présent fichier regroupe les données spectrales et pédologiques du LRI qui peuvent être utilisés pour faciliter la prédiction du C organique des sols à Madagascar. 
Cette base a permis de rassembler dans un même fichier les propriétés physico-chimiques et les spectres de 14601 échantillons de sols, d’effluents d’élevages et de mangroves. 
Pour plus de précision pour l'utilisation de ces données veuillez contacter: tantely.razafimbelo@gmail.com en mettant en copie ranandrianina@gmail.com
DOI: 10.17632/n6g8yhd4vs.1
title: The Agricultural Water Deficit Index (AWDI)

description: The Agricultural Water Deficit Index (AWDI): A novel approach for monitoring agricultural drought
DOI: 10.17632/fw8wjfm33c.1
title: Une base de données spectrales des sols de Madagascar construite à partir des travaux du Laboratoire des RadioIsotopes avec ses partenaires

description: Le carbone (C) du sol, est aujourd’hui au cœur des problématiques mondiales d’insécurité alimentaire et de changement climatique en tant qu’indicateur de fertilité des sols et limitant le réchauffement climatique. Le laboratoire des RadioIsotopes (LRI) avec ses partenaires ont effectué un effort considérable à travers l’utilisation de la spectrométrie dans le moyen infrarouge pour déterminer avec précision, rapidement et à moindre coût les constituants physico-chimiques du sol en particulier le C organique des sols. Le présent fichier regroupe les données spectrales et pédologiques du LRI qui peuvent être utilisés pour faciliter la prédiction du C organique des sols à Madagascar. 
Cette base a permis de rassembler dans un même fichier les propriétés physico-chimiques et les spectres de 14601 échantillons de sols, d’effluents d’élevages et de mangroves. 
Pour plus de précision pour l'utilisation de ces données veuillez contacter: tantely.razafimbelo@gmail.com en mettant en copie ranandrianina@gmail.com
DOI: 10.17632/dnk9gpsgyx
title: dateset and generator for the assembly line balancing with generative design under uncertainty

description: The zip files contains the dateset and generator for the assembly line balancing with generative design under uncertainty
DOI: 10.17632/dnk9gpsgyx.1
title: dateset and generator for the assembly line balancing with generative design under uncertainty

description: The zip files contains the dateset and generator for the assembly line balancing with generative design under uncertainty
DOI: 10.17632/6tfzsxgzr2
title: The seismic performance of variable cross-section double-column high piers: quasi-static experiments and the influencing parameters

description: The data mainly include the data from the experiments and the data from the finite element simulation
DOI: 10.17632/6tfzsxgzr2.1
title: The seismic performance of variable cross-section double-column high piers: quasi-static experiments and the influencing parameters

description: The data mainly include the data from the experiments and the data from the finite element simulation
DOI: 10.15468/dl.ttqkj4
title: Occurrence Download

description: A dataset containing 1603 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.3688 28.79913, -113.2188 28.79913, -113.2188 28.94913, -113.3688 28.94913, -113.3688 28.79913))"
 ]
}

 The dataset includes 1603 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036863-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14173692
title: Data and code for Resolving the Taxonomic Status of the Marbled Toad (Bufonidae: Incilius marmoreus): 2RAD-based Phylogeography Including an Isolated Population in Veracruz, Mexico

description: Data and code for a study of the phylogeography of the Marbled Toad (Incilius marmoreus).
DOI: 10.5281/zenodo.17368767
title: Stereoconvergent Photo-Biocatalytic Cascade to Optically Enriched Amines from Racemic Carboxylic Acids

description: The deposited dataset includes: (i) free induction decay (FID) files, acquisition parameters, and processing details for the recorded 1H, 13C{1H}, 19F, and 31P NMR spectra of a set of compounds (e.g., carboxylic acids, ketones, alcohols, amines, amides, BEHT triflate, and cinacalcet), and (ii) raw, unprocessed HPLC analytical data. This data consists of supplementary data for an article entitled: "Stereoconvergent Photo-Biocatalytic Cascade to Optically Enriched Amines from Racemic Carboxylic Acids" transferred from The Journal Organic Chemistry to ACS Omega on 13 October 2025. This research was funded by the National Science Centre, Poland within the framework of the project "OPUS 24" (Grant No. 2022/47/B/ST4/00139).
DOI: 10.15468/dl.azeyx2
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.2188 28.79913, -113.0688 28.79913, -113.0688 28.94913, -113.2188 28.94913, -113.2188 28.79913))"
 ]
}

 The dataset includes 535 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036864-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.16904/envidat.696
title: Individual Detected Trees

description: This dataset provides individual detected trees for selected Swiss Cantons (Appenzell Outer-Rhodes - AR, Grisons - GR, Nidwald - NW, Obwald - OW and St. Gall - SG), including the derived diameter at breast height and the derived NFI development stage. Data show the Individual detected trees (ITD) with the x- and y-positions of each detected tree based on a spike-free vegetation height model based on nationwide LiDAR data. The shapefile contains the following attributes: tree height [m] (Height), estimated diameter at breast height [cm] (BHD), and the NFI development stage (Ent; 1: young growth/thicket (- 12 cm); 2: pole timber (12-30 cm); 3: young timber (31-40 cm); 4: medium timber (41-50 cm); 5: old timber (- 50 cm).
description: Resource Title: IndividualDetectedTrees.zip
 Size: 569944846 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/bf42f06f-90b5-4f55-b4b0-ba128ace38a8/resource/646f6e7a-99a6-4e6c-af71-60ae14746682/download/individualdetectedtrees.zip
 Description:
DOI: 10.21227/kv6f-yt94
title: "X-ray Scattering data for in-situ human brain tissue"

description: "This dataset contains one-dimensional X-ray scattering profiles acquired from human brain tissue mounted on mica, supporting studies of pathological cross-$\\beta$ ordering associated with Alzheimer\u2019s disease. Intensity vectors are provided for cross-$\\beta$\u2013enriched and comparison tissue regions, along with the corresponding scattering-vector grid, enabling direct use in signal-processing and machine-learning pipelines. A Python loader script is included to streamline data import for classification, feature-selection, and model-validation tasks on high-dimensional, correlated experimental signals."
DOI: 10.5281/zenodo.17620110
title: Innovation publique pour soutenir les stratégies et les décisions fiscales via l'IA : Cas de la direction générale des impôts

description: Dans un contexte de modernisation accélérée des administrations publiques, l'innovation par l'intelligence artificielle (IA) s'affirme comme un vecteur stratégique pour soutenir l'élaboration, la mise en œuvre et l'évaluation des politiques fiscales. Au Maroc, la Direction Générale des Impôts (DGI) s'engage dans une dynamique d'innovation visant à transformer ses capacités décisionnelles et opérationnelles à travers l'intégration progressive de solutions d'IA. Cet article propose d'analyser comment l'innovation publique, portée par l'IA, renforce la capacité de l'administration fiscale à concevoir des politiques fiscales plus agiles, prédictives et adaptées aux enjeux économiques contemporains.

La méthodologie adoptée repose sur une approche qualitative, fondée sur l'analyse des rapports d'activité de la DGI et des entretiens semi-directifs (20 guides d’entretien) menés avec des cadres décisionnels. Mobilisant la théorie des capacités dynamiques comme cadre analytique, l'étude examine l'adéquation entre les outils d'intelligence artificielle déployés, les besoins organisationnels de l'administration fiscale et les attentes sociétales en matière d'efficacité, de transparence et d'équité fiscale.

Les résultats révèlent que l'intégration de l'IA favorise une meilleure anticipation des recettes fiscales, une optimisation du ciblage des contrôles et une rationalisation des ressources administratives. Elle permet également de renforcer la réactivité de la DGI face aux crises économiques. Cependant, des défis subsistent, notamment en matière d'infrastructures, d'acceptabilité sociale des systèmes algorithmiques et de gouvernance éthique de l'innovation publique.

En conclusion, cette étude souligne que l'usage stratégique de l'intelligence artificielle par la DGI constitue une opportunité majeure pour moderniser l'action publique fiscale et répondre aux impératifs de performance, de transparence et d'adaptabilité qui caractérisent les nouvelles exigences de la gouvernance publique.
DOI: 10.5281/zenodo.17620109
title: Innovation publique pour soutenir les stratégies et les décisions fiscales via l'IA : Cas de la direction générale des impôts

description: Dans un contexte de modernisation accélérée des administrations publiques, l'innovation par l'intelligence artificielle (IA) s'affirme comme un vecteur stratégique pour soutenir l'élaboration, la mise en œuvre et l'évaluation des politiques fiscales. Au Maroc, la Direction Générale des Impôts (DGI) s'engage dans une dynamique d'innovation visant à transformer ses capacités décisionnelles et opérationnelles à travers l'intégration progressive de solutions d'IA. Cet article propose d'analyser comment l'innovation publique, portée par l'IA, renforce la capacité de l'administration fiscale à concevoir des politiques fiscales plus agiles, prédictives et adaptées aux enjeux économiques contemporains.

La méthodologie adoptée repose sur une approche qualitative, fondée sur l'analyse des rapports d'activité de la DGI et des entretiens semi-directifs (20 guides d’entretien) menés avec des cadres décisionnels. Mobilisant la théorie des capacités dynamiques comme cadre analytique, l'étude examine l'adéquation entre les outils d'intelligence artificielle déployés, les besoins organisationnels de l'administration fiscale et les attentes sociétales en matière d'efficacité, de transparence et d'équité fiscale.

Les résultats révèlent que l'intégration de l'IA favorise une meilleure anticipation des recettes fiscales, une optimisation du ciblage des contrôles et une rationalisation des ressources administratives. Elle permet également de renforcer la réactivité de la DGI face aux crises économiques. Cependant, des défis subsistent, notamment en matière d'infrastructures, d'acceptabilité sociale des systèmes algorithmiques et de gouvernance éthique de l'innovation publique.

En conclusion, cette étude souligne que l'usage stratégique de l'intelligence artificielle par la DGI constitue une opportunité majeure pour moderniser l'action publique fiscale et répondre aux impératifs de performance, de transparence et d'adaptabilité qui caractérisent les nouvelles exigences de la gouvernance publique.
DOI: 10.15468/dl.24v9b6
title: Occurrence Download

description: A dataset containing 4818 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.0688 28.79913, -112.9188 28.79913, -112.9188 28.94913, -113.0688 28.94913, -113.0688 28.79913))"
 ]
}

 The dataset includes 4818 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036865-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17596922
title: Soil-Jar Calibration (Stage 0) — Methods and Data: Cardboard & Humidity Soil Revitalization Experiment

description: The Soil-Jar Experiment examines how recycled cardboard liners, controlled humidity pulses, and low-cost amendments influence the reactivation of microbial and fungal activity in dry indoor soil. Six jars serve as small, repeatable environments that allow direct observation of humidity effects, liner behavior, and early biological changes. The design prioritizes accessible methods and consumer-grade tools so that home researchers can reproduce the workflow without specialized equipment.Stage 0 establishes the baseline geometry and mass of the six jars used in the Soil-Jar Experiment. These measurements support later calculations of water retention, mass change, and air displacement during humidity and amendment trials.
DOI: 10.15468/dl.zpkydb
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.9188 28.79913, -112.7688 28.79913, -112.7688 28.94913, -112.9188 28.94913, -112.9188 28.79913))"
 ]
}

 The dataset includes 112 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036867-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqx6cn
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.7688 28.79913, -112.6188 28.79913, -112.6188 28.94913, -112.7688 28.94913, -112.7688 28.79913))"
 ]
}

 The dataset includes 194 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036868-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyx4pv
title: Occurrence Download

description: A dataset containing 493 records in GBIF matching the query:
SELECT
 specieskey,
 species,
 COUNT(*)
FROM
 occurrence
WHERE
 occurrence.phylum = 'Annelida'
 AND occurrence.basisofrecord = 'FOSSIL_SPECIMEN'
 AND occurrence.specieskey IS NOT NULL
 AND occurrence.occurrencestatus = 'PRESENT'
GROUP BY
 occurrence.specieskey,
 occurrence.species

 The dataset's 493 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036866-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8ff9g
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Bangladesh, Chinese Taipei, Singapore, Thailand, Indonesia, India, Malaysia, China, Philippines)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixobrychus cinnamomeus"
 ]
}

 The dataset includes 194 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036869-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24571057.v1
title: COTS Genome Files

description: A chromosome-level genome assembly of COTS in the South China Sea.
DOI: 10.15468/dl.999ez9
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.6188 28.79913, -112.4688 28.79913, -112.4688 28.94913, -112.6188 28.94913, -112.6188 28.79913))"
 ]
}

 The dataset includes 853 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036870-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xttbs
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.4688 28.79913, -112.3188 28.79913, -112.3188 28.94913, -112.4688 28.94913, -112.4688 28.79913))"
 ]
}

 The dataset includes 596 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036871-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh85re
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.3188 28.79913, -112.1688 28.79913, -112.1688 28.94913, -112.3188 28.94913, -112.3188 28.79913))"
 ]
}

 The dataset includes 751 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036872-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.