cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17733245
title: Global AI Observability Solutions Market 2025 – 2034

description: As per the AI Observability Solutions Market size analysis conducted by the CMI Team, the global AI Observability Solutions Market is expected to record a CAGR of 22.5% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 1.7 Billion. By 2034, the valuation is anticipated to reach USD 12.5 Billion.

Click Here to Access a Free Sample Report of the Global AI Observability Solutions Market @ https://www.custommarketinsights.com/request-for-free-sample/?reportid=75235

Report Scope




Feature of the Report
Details


Market Size in 2025
USD 1.7 Billion


Projected Market Size in 2034
USD 12.5 Billion


Market Size in 2024
USD 1.4 Billion


CAGR Growth Rate
22.5% CAGR


Base Year
2024


Forecast Period
2025-2034


Key Segment
By Component, Deployment Mode, Organization Size, Industry Vertical and Region


Report Coverage
Revenue Estimation and Forecast, Company Profile, Competitive Landscape, Growth Factors and Recent Trends


Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, and South & Central America


Buying Options
Request tailored purchasing options to fulfil your requirements for research.




SWOT Analysis



Strengths: The market is driven by the rapid adoption of AI in enterprises, a rise in the adoption of transparency, and the establishment of advanced DevOps and cloud ecosystems. The market is reinforced with the integration of real time analytics and automation along with compliance and is well positioned for continuous scalability and increased demand.




Weaknesses: These include high costs of implementation, challenges around data privacy, and the shortage of skilled personnel to oversee the observability frameworks. The lack of standardization around the AI models and the data formats may lead to It restricts interoperability and consistent performance.




Opportunities: The growing need for AI governance frameworks, increasing deployments in the cloud, and the new GenAI monitoring solutions provide new business opportunities. The increased AI adoption within SMEs and developing economies also increases the need for affordable and scalable observability solutions.




Threats: Long-term viability is also compromised with rapid technological advances, data security and privacy breaches, and risks of model manipulation. Profitability may be driven down by competition via open-source solutions, unclear regulations, and slow enterprise adoption, all of which will also stifle overall market growth and slow integration within the market.


Request a Customized Copy of the AI Observability Solutions Market Report @ https://www.custommarketinsights.com/request-for-customization/?reportid=75235
DOI: 10.6084/m9.figshare.30731387.v1
title: Nostalgic technology, missing records, mysteries: How independent video games portray archives and archivists

description: This Master's research drew on archival science and video games studies methodologies to examine three critically acclaimed independent video games from an English language and Western developer context (<i>Her Story</i>, <i>Hypnospace Outlaw</i>, and <i>Blue Prince</i>) and explore:How do independent video games portray archives and archivists in both narrative and gameplay?How do these portrayals reinforce, subvert, or reimagine common stereotypes or assumptions about archives and archivists?The dataset here consists of XLSX-formatted quantitative and qualitative data gathered using checklists and codebooks from previous archival science research (Aldred et al., 2008; Oliver & Daniel, 2015; Long, 2020; & Carroll, 2021) and SRT-formatted automatic YouTube transcriptions of recorded gameplay.
DOI: 10.5281/zenodo.17733197
title: 20251126_Isa
DOI: 10.5281/zenodo.17733198
title: 20251126_Isa
DOI: 10.15468/dl.py6597
title: Occurrence Download

description: A dataset containing 10 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'IN'
 AND GBIF_WITHIN('POLYGON((86.91837 25.41157,90.93465 25.41157,90.93465 28.2829,86.91837 28.2829,86.91837 25.41157))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 5219461 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 5219461 OR CAST(occurrence.kingdomkey AS INTEGER) = 5219461 OR CAST(occurrence.phylumkey AS INTEGER) = 5219461 OR CAST(occurrence.classkey AS INTEGER) = 5219461 OR CAST(occurrence.orderkey AS INTEGER) = 5219461 OR CAST(occurrence.familykey AS INTEGER) = 5219461 OR CAST(occurrence.genuskey AS INTEGER) = 5219461 OR CAST(occurrence.specieskey AS INTEGER) = 5219461)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 10 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75gqer
title: Occurrence Download

description: A dataset containing 15102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Rovbase - offentlig data",
 "Country is Sweden"
 ]
}

 The dataset includes 15102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011455-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83w5fz
title: Occurrence Download

description: A dataset containing 14679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bryophyte herbarium TRH, NTNU University Museum",
 "Country is Sweden"
 ]
}

 The dataset includes 14679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011454-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs3yj3
title: Occurrence Download

description: A dataset containing 51892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crocus vernus)",
 "BasisOfRecord is one of (Specimen, Material sample, Living Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51892 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naxqwv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amnirana fonensis"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011457-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57710/alba-es-2024088566
title: Relationship between crystal orientation and proximity effects at the interface of FM/IrO2 bilayers

description: Bilayers combining a magnetic material with low damping and a material with high spin-orbit
coupling are promising building blocks to develop new spintronic devices. Our recent studies
on YIG/IrO2 bilayers point to an even wider potential of these systems as we have observed a
switch of the sign of the ISHE-voltage associated to a modification of the crystallographic
orientation of the layers. In order to understand the origin of this behaviour a comprehensive study
including the characterization of the interface is needed. We propose to carry out an XAS and
XMCD experiment on a series of YIG/IrO2 bilayers with different interface constructions. We will
explore the electronic (XAS) and magnetic (XMCD) changes induced in Ir by the adjacent magnetic
YIG layer and, vice versa, the changes induced in the YIG by the IrO2. Their comparative study
will help us to get a deeper insight into the main parameters and mechanism governing the
performance of these bilayers.
DOI: 10.57710/alba-es-2024098575
title: Exploring 4f collective magnetic signatures in a Holmium coordinated network at the 2D limit

description: The goal of this proposal is the determination of the spin and orbital magnetic moment, as well as the magnetic anisotropy energy (MAE) of a periodic array of Holmium (Ho) atoms coordinating an extended, atom-thick network grown on Au(111). This metal-organic coordination network (MOCN) is realized by combining 9,10 dicyanoanthracene (DCA) molecules and single Ho atoms. The resulting 2D mixed honeycomb-kagomé lattice is weakly interacting with the Au(111) support (Figure 1a). The success in this proposal is guaranteed from the well-characterized sample preparations we have already achieved in our home lab using STM, STS, LEED, XPS and ARPES, as well as from our previous experience with DCA-Fe 2D-MOCN (ref.1) and HoAu2 surface alloys (ref.2) in BOREAS from proposals ID2020024265 and ID2021095444. The highly ordered 2D-MOCNs achieved with DCA molecules considerably differ from single molecule magnets and exhibit few defects, which allows to obtain clean 4f spectroscopic signals, essential for understanding the resulting spin and orbital magnetic moments of the coordinated Ho atoms.
DOI: 10.57710/alba-es-2024098594
title: Magnetism in organic intercalated CrOCl

description: 2D magnets are emerging as a class of novel materials displaying tunable magnetic properties, which can be tailored for instance via intercalation. Here, we aim to investigate the effect of intercalation in flakes of the antiferromagnetic layered material CrOCl. We are going to intercalate CrOCl flakes (< 10ML) with two different organic cations: Tetramethylammonium (TMA) and organometallic cobaltocenium (CoCp2). The electrochemical intercalation of TMA on CrOCl leads to a change of the valence state of some Cr atoms from +3 to +2 together with the incorporation of the guest organic cations in the van der Waals gap. The intercalation of CoCp2 occurs through an ion exchange process. The intercalation of CrOCl will have an impact in the magnetic properties of the pristine material due to the charge transfer involved on the process, the modification of the interlayer distance, the additional pressure induced in the material and the possible coupling between the different transition metals atoms of the guest and host. 
We aim to characterize the magnetic properties of the pristine and intercalated flakes (<10ML) by XMCD, and clarify the role played by the Co atom of CoCp2.
DOI: 10.57710/alba-es-2024098604
title: Investigating the microscopic magnetic properties of the transition-metal-only quadruple perovskite oxide CuCu3Fe2Os2O12 via XMCD study

description: Transition-metal-only quadruple perovskite oxide CuCu3Fe2Os2O12 (CCFOO) was synthesized under high-pressure and high-temperature conditions. It crystallizes to a cubic Pn−3 space group with Cu+ and Cu2+ occupying A and Aʹ sites in 1:3 ratio and Fe3+ and Os5.5+ occupying the B and Bʹ sites in a rock-salt fashion. CCFOO experience a ferrimagnetic transition at TC = 300 K and exhibits a saturated magnetic moment as large as 5.8 μB/f.u. at 2 K. Therefore, it is a high-temperature strong ferromagnet holding potential applications. On the other hand, there are multiple magnetic cations in CCFOO thus the microscopic magnetic property is waiting to be investigated. With the help of the x-ray magnetic circular dichroic (XMCD) measurements, which is element-selective, we are able to figure out the spin and orbital moments for each magnetic cation as well as their alignment thus providing us an insight of the microscopic magnetic interactions in CCFOO.
DOI: 10.5281/zenodo.17698057
title: DTU_evaluation_framework

description: The datasets and results for benchmarking differential transcript usage methods, the corresponding code has been uploaded to GitHub (https://github.com/chenxing-zhang/DTU_evaluation_framework)
DOI: 10.5281/zenodo.17698058
title: DTU_evaluation_framework

description: The datasets and results for benchmarking differential transcript usage methods, the corresponding code has been uploaded to GitHub (https://github.com/chenxing-zhang/DTU_evaluation_framework)
DOI: 10.57710/alba-es-2024098620
title: Magnetic response of porphyrin-based hierarchical molecular superstructures

description: We propose a novel approach for the bottom-up nanofabrication of complex molecular superstructures, characterized by regular arrays of magnetically active molecules. The system is formed by alternating layers of metal tetraphenyl porphyrins (MTPP) and ditopic ligand molecules (DPNDI), achieved through the consecutive sublimation of the molecules from crucibles in a vacuum environment. Molecular ordering is ensured by initiating the process with a regular 2D MTPP wetting layer and leveraging the high directionality of coordination bonds between the porphyrin metal ion and the ligand anchoring groups. The magnetic response is provided by the localized magnetic moments of the porphyrin metal ions.
We have already demonstrated the feasibility of this approach using oxygen-passivated iron as a substrate, where (i) a complex molecular superstructure consisting of 2D+n layers, with n=3, was successfully fabricated, and (ii) a strong magnetic interaction between the substrate and a CoTPP wetting layer was observed, even at room temperature. However, (i) the modifications in the electronic and magnetic configuration of CoTPP molecules upon coordination with ligands, and (ii) the magnetic interaction with the substrate when these molecules are embedded within the superstructure, remain to be addressed—particularly when the CoTPP layer is not in direct contact with the substrate.
These challenges require the sensitivity and resolution provided by a synchrotron source, coupled with advanced instrumentation for magnetic studies of ultra-thin molecular layers, such as the one available at the BOREAS beamline.
DOI: 10.24397/pangloss-0010328
title: Zhimulin 08
DOI: 10.57710/alba-es-2024098627
title: Magnetic properties of transmetalated porphyrin-based coordinative polymers

description: Porphyrins (Por) and other macrocycles present a wide variety of functional properties with prospective applications in fields such as sensing, catalysis, biomedicine and optoelectronics. In particular, surface-supported porphyrins and 2D assemblies of porphyrin derivatives offer the possibility of reducing metal clustering to the atom level for applications that are surface-dependent, such as heterogeneous catalysis or for gas-fixing purposes. The already proven evidence that the metal atoms in surface-supported Por can be replaced in situ by transmetalation provides a step-wise analysis of the evolution of the electronic and magnetic properties of these systems. However, the mechanism is rarely evidenced yet. Scanning Tunneling Microscopy and Spectroscopy (STM and STS) is a powerful tool to unveil these changes. However, it presents some limitations in order to identify the chemical composition of the metal center (oxidation state), and the magnetic character, even more puzzling when it is a transmetalated species. Here we propose the investigation of the fundamental properties of coordinating polymers based on surface synthesised phenalenyl-extended Zn-Por, and their consequent transmetalated species with cobalt (Co-Por) on Au(111)/mica. We intend to get insights into the chemical state, charge anisotropy, magnetic anisotropy, orientation of spin axis and quantum numbers. The chemical, electronic and magnetic properties of these polymers will be measured by X-ray absorption (XAS), linear dichroism (XLD) and magnetic circular dichroism (XMCD).
DOI: 10.15468/dl.vht643
title: Occurrence Download

description: A dataset listing the 1766 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.68667 47.24313,-1.69858 47.23585,-1.69982 47.22362,-1.69892 47.20147,-1.67661 47.17034,-1.64529 47.1517,-1.5989 47.154,-1.56154 47.16916,-1.54835 47.198,-1.56032 47.24413,-1.59309 47.25965,-1.62603 47.26465,-1.66555 47.26005,-1.68667 47.24313))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset's 1766 records were derived from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011453-251120083545085/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.30731453
title: Original data

description: 原始数据
DOI: 10.6084/m9.figshare.30731453.v1
title: Original data

description: 原始数据
DOI: 10.57710/alba-es-2024098632
title: Determination of the orbital moment in the Jeff=1/2 3d-metal pyrochlore antiferromagnet NaCdCo2F7 & possible Jeff=1/2 ground-state in the 3d-metal pyrochlore antiferromagnet NaCdCu2F7

description: The proposal is targeted at the measurement of the X-ray Magnetic Circular Dichroism (XMCD) of cobalt (Co) and copper (Cu) at the L2,3-edge to probe the origin of the large effective magnetic moment seen in the Jeff = ½ pyrochlore spin-glass NaCdCo2F7; and to determine the true ground-state (S = ½ or Jeff = ½) of the pyrochlore quantum spin liquid candidate NaCdCu2F7. Both of these compounds hint at a non-zero orbital contribution to the magnetic moment, thus understanding the origin of this effect and its implications on the anisotropy of magnetic interactions will be essential. It could help explain the XY-type anisotropy seen in the previously-studied isostructural Co2+-based Jeff = ½ compounds NaA’Co2F7 (A’ = Ca, Sr), which lead to a spin-glass ground-state with distinctive relaxation dynamics, composed of short-range-ordered XY clusters below Tf  ~ 2.4 K. The slightly larger magnetic moment of Cu2+ than the expected S = ½ value with orbital quenching could suggest that the trigonal distortion of the octahedral crystal field along the local [111] direction, confirmed by our single-crystal XRD measurements, and combined with the spin-orbit coupling effects, could instead lead to a Jeff = ½ ground-state with a non-zero orbital contribution.
DOI: 10.57710/alba-es-2024098635
title: Exploring magnetism and molecular orientation of chiral molecular monolayer of a family of thia[4]helicene radical cations chemically anchored on metallic surface.

description: This proposal aims to study via X-Ray Absorption Spectroscopy (XAS) two purely organic helical compounds that feature chiral and magnetic properties. Recently we confirmed that this kind of molecules are promising in terms of assembly on the surface as well as of spin filtering properties by Chirality Induced Spin Selectivity (CISS) effect. Now, we plan to investigate the magnetic properties and the orientation of these molecules as a function of the interaction with the metallic substrate, tuned by the anchoring groups. By performing XMCD and XNLD at the Carbon and Nitrogen K-edge we aim to study the paramagnetic properties and the orientation of the molecules once assemble in a monolayer deposit on surface.
DOI: 10.57710/alba-es-2024098658
title: X-ray Natural Circular Dichroism as a future probe for average chirality in amorphous B20 chiral topological semimetals

description: Chiral topological semimetals from the B20 family such as PtGa and PdGa are a novel class of material, shown to have unique spin- and orbital angular momentum-textures. As such, they have many potential uses in new orbitronic logic and memory devices. Additional recent theoretical work suggests that orbital angular momentum monopoles – sources and sinks of Berry curvature – may persist when the material is made amorphous, due to a fixed local chirality. Amorphous materials would be cheaper and more scalable, so would be ideal for use in novel devices. However, a measurement technique is needed to observe the average chirality in such an amorphous material. It has been theorized that these B20 materials display X-ray Natural Circular Dichroism (XNCD), a dichroic absorption of X-rays in the absence of magnetic ions due to their structural chirality. In crystalline B20 materials, the effect is proposed to be largest along the chiral winding axis (the [111] direction), and to vanish along the [001] direction. We plan to demonstrate this effect in crystalline PtGa and PdGa, show its angular dependence, and that it persists from base to room temperature. Demonstrating this XNCD effect in crystalline B20s opens the door to using XNCD as a probe for average chirality for amorphous B20s in the future.
DOI: 10.5281/zenodo.17733428
title: Markdown and Data - "A wastewater balance reveals unexpectedly high human TFA exposure"

description: Data Supplement to the Article  "A wastewater balance reveals unexpectedly high human TFA exposure"

All raw data necessary to reproduce the article's results and an R markdown script performing the required calculations are included.
DOI: 10.5281/zenodo.17733427
title: Markdown and Data - "A wastewater balance reveals unexpectedly high human TFA exposure"

description: Data Supplement to the Article  "A wastewater balance reveals unexpectedly high human TFA exposure"

All raw data necessary to reproduce the article's results and an R markdown script performing the required calculations are included.