cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/6z48ce
title: Red Blood Cell aggregates in a dynamic flow

description: Red Blood Cell aggregates flowing dynamically in a two fluid flow shearing system suspended at 5, 10 and 15% hematocrit (H), at different flow rates (Q=35, 20, 10, 7.5, 5 µL/hr). The data are shown for two different samples (#6 and #11) at two different temperatures, T=23°C and T=37°C, respectively. The videos show the detected and labeled aggregates based on their respective sizes under different conditions. Original recordings of the flow are also provided for sample #11 at 5% hematocrit.
DOI: 10.15468/dl.qcvtt7
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetocercus berlepschi"
 ]
}

 The dataset's 2 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000962-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18422974
title: RD Galaxy Dynamics Phase-Transition Dataset (SPARC + ATLAS³D)

description: This dataset contains the complete empirical foundation for the unified dynamical timescale τ, constructed from kinematic scale competition between the dynamical coherence length ξ_GL and the baryonic confinement scale r_core.

The dataset includes 165 SPARC rotation-supported disk galaxies and 50 ATLAS³D pressure-supported elliptical galaxies with TDGL (Time-Dependent Ginzburg–Landau) inspired fits to rotation curves and velocity dispersion profiles. All derived parameters (ξ_GL, r_core, τ) are provided with fit diagnostics (χ²_red, κ₁) along with Python scripts for full reproducibility.

Key empirical results demonstrate strong bimodality (Anderson-Darling A²=6.12, p<10⁻⁵): 97% of rotation-supported galaxies exhibit τ>0 (coherence-dominated regime, median +21.2 Myr), while 96% of pressure-supported galaxies exhibit τ<0 (confinement-dominated regime, median -13.0 Myr). Lenticular (S0) galaxies cluster near the structural boundary at τ≈0. The timescale τ correlates with long-term baryonic history (gas fraction, stellar age) but shows no correlation with instantaneous star formation or environment after morphology stratification.

Files included:• Raw SPARC and ATLAS³D datasets• TDGL fitting code (rotation curves and Jeans modeling)• Per-galaxy parameter tables for 215 galaxies (Tables A1, A2)• Publication-quality figures demonstrating bimodality and correlations• Complete methodology and results documentation

This dataset supports independent replication, verification, and extension of the unified dynamical timescale framework for galaxy dynamics across the Hubble sequence.
DOI: 10.15468/dl.c873se
title: Occurrence Download

description: A dataset containing 26491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagopus muta",
 "Year 2021-2026"
 ]
}

 The dataset includes 26491 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000951-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u97hh3
title: Occurrence Download

description: A dataset containing 5290 records in GBIF matching the query:
SELECT
 '623' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 66.79314043790278
 AND decimalLatitude &lt;= 72.77152049497572
 AND decimalLongitude &gt;= 134.70058844448118
 AND decimalLongitude &lt;= 172.79924320520232
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 5290 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000968-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18423947
title: ArcGIS Pro project | Testing the influence of survey knowledge using virtual global landmarks for supporting wayfinding.
DOI: 10.15468/dl.pc39q7
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmanthus serrulatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000952-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7802/3001
title: Survey of lower-secondary school teachers on the formulation of high school track recommendations
DOI: 10.7802/2981
title: Survey data on sustainable farming, ESG reporting, and green loan schemes in Ukraine
DOI: 10.7802/2991
title: E²MeVa Datensatz und übersetzte Akzeptanzinstrumente
DOI: 10.5281/zenodo.18409662
title: dataset for DPχ v2

description: The original data for each figures

Compared to https://doi.org/10.5281/zenodo.15673360, the only modification is that fig.03.tar.gz has been replaced by fig.03_and_fig.s06.tar.gz

fig.01b.tar.gz

The raw data corresponding to Fig. 1b in the paper, which compares the values of χ and χ+μ obtained directly from Bader-basin centroids (BCs) and from DFT.

fig.03_and_fig.s06.tar.gz

(1) For the structures corresponding to Fig. 3a&b, the following files are provided in each systems in folder fig.3ab/*/*/:

00.dft_locpot: plane-averaged local potential from DFT,

01.dft_fs_bcxyz: Bader-basin centroids (BCs) predicted by DFT,

01.dft_pot: electrode and water potential potential computed from the DFT BCs,

02.lmp_fs_bcxyz: BCs predicted by DP$\chi$,

02.lmp_pot: electrode and water potential computed from the DP$\chi$ BCs.

A collection of information is summariesed in fig.3ab/info_coll.txt

(2) Fig.s6_full_pot provides the comparison of five complete full-potential profiles that is shown in Fig. S6

fig.04.tar.gz  

Datasets a, b, and c_d correspond to the data shown in Fig. 4a–d of the main text.

a contains the trajectory set used to compute the barrier via the slow-growth method.

b provides the electrode potential simulation results for Pt(111) from four referenced studies (also shown in Fig. S7).

c_d includes the structures used for VDOS calculations.

fig.05.7z.001-005  

The three folders correspond to Volmer reaction trajectories for three different system sizes. Each folder contains results for: 01.before.lammpstrj (before the reaction), 02.reaction.lammpstrj (during the reaction), and 03.after.lammpstrj (after the reaction). Their respective dump frequencies are 30 fs, 10 fs, and 30 fs. The mapping of atomic IDs to element types is provided in uniq_element_list.

structures_used_in_training.tar.gz

Each folder contains an atoms_all.xyz file covering the structures used for benchmarking in this work. Note that folders named like pt-h-w include both H*-covered and H*-free structures. Also note that the H₂ structures shown in Fig. 6 are not included here.
DOI: 10.5281/zenodo.18409663
title: dataset for DPχ v2

description: The original data for each figures

Compared to https://doi.org/10.5281/zenodo.15673360, the only modification is that fig.03.tar.gz has been replaced by fig.03_and_fig.s06.tar.gz

fig.01b.tar.gz

The raw data corresponding to Fig. 1b in the paper, which compares the values of χ and χ+μ obtained directly from Bader-basin centroids (BCs) and from DFT.

fig.03_and_fig.s06.tar.gz

(1) For the structures corresponding to Fig. 3a&b, the following files are provided in each systems in folder fig.3ab/*/*/:

00.dft_locpot: plane-averaged local potential from DFT,

01.dft_fs_bcxyz: Bader-basin centroids (BCs) predicted by DFT,

01.dft_pot: electrode and water potential potential computed from the DFT BCs,

02.lmp_fs_bcxyz: BCs predicted by DP$\chi$,

02.lmp_pot: electrode and water potential computed from the DP$\chi$ BCs.

A collection of information is summariesed in fig.3ab/info_coll.txt

(2) Fig.s6_full_pot provides the comparison of five complete full-potential profiles that is shown in Fig. S6

fig.04.tar.gz  

Datasets a, b, and c_d correspond to the data shown in Fig. 4a–d of the main text.

a contains the trajectory set used to compute the barrier via the slow-growth method.

b provides the electrode potential simulation results for Pt(111) from four referenced studies (also shown in Fig. S7).

c_d includes the structures used for VDOS calculations.

fig.05.7z.001-005  

The three folders correspond to Volmer reaction trajectories for three different system sizes. Each folder contains results for: 01.before.lammpstrj (before the reaction), 02.reaction.lammpstrj (during the reaction), and 03.after.lammpstrj (after the reaction). Their respective dump frequencies are 30 fs, 10 fs, and 30 fs. The mapping of atomic IDs to element types is provided in uniq_element_list.

structures_used_in_training.tar.gz

Each folder contains an atoms_all.xyz file covering the structures used for benchmarking in this work. Note that folders named like pt-h-w include both H*-covered and H*-free structures. Also note that the H₂ structures shown in Fig. 6 are not included here.
DOI: 10.15468/dl.285b7a
title: Occurrence Download

description: A dataset containing 987 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Eurycea longicauda"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 39.800293049929145",
 "DecimalLatitude is less than or equal to 49.3755163493321",
 "DecimalLongitude is greater than or equal to -92.87017281670407",
 "DecimalLongitude is less than or equal to -73.31916441842102",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 987 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000953-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18423672
title: Hamiltonian Worldlines Triangle

description: My Worldlines theory expanded with Hamiltonian

 




Title Idea

A Hamiltonian-Parameterized Formalism for Worldline Selection: Bridging Quantum Coherence and Classical Transport Laws

Description / Abstract

Overview:

This paper introduces a novel physical formalism that redefines the transition from quantum dynamics to classical reality. Unlike standard stochastic approximations, this work demonstrates that the emergence of classical trajectories (worldlines) is a deterministic process governed by the Hamiltonian ($H$) acting as a fundamental selection parameter rather than a mere energy eigenvalue.

Methodology:

We establish a rigorous mathematical bridge between operational dynamics and classical observables. By integrating the momentum-dependent phase shift $\phi(p)$ directly into the worldline action, we derive a self-consistent mechanism for path selection. This approach resolves the "coherence-to-classic" bottleneck without relying on arbitrary decoherence models.

Key Results:





Operational Hamiltonian: A new derivation showing how $H$ parameterizes the evolution of worldlines in a phase-space manifold.




Classical Emergence: The formalism successfully derives established transport laws, including electrical conductivity and optical reflectivity, from first principles.




Momentum Integration: We prove that the phase shift associated with momentum $p$ is the governing factor in the stability of macroscopic worldlines.



Conclusion:

This work offers a significant shift in perspective for theoretical physics, the provided mathematical proofs confirm that this formalism is consistent with current experimental data while providing a more robust ontological foundation for classical dynamics.



 

 

This manuscript is current in Official Peer Review.

Not final version.Copyright©2026 Alex De Giuseppe.All rights reserved.

This work is protected by copyright. Any form of plagiarism, unauthorized reproduction, or misappropriation of ideas, mathematically results, or text without proper citation constitutes a violation of academic and intellectual property standards and common laws.

No commercial use, adaptation, or derivative works are permitted without explicit written permission from the author.

For correspondence, citations, collaboration inquiries, or feedback please contact:degiuseppealex@gmail.com

The hash files that determine ownership have been created
DOI: 10.15468/dl.p5du5y
title: Occurrence Download

description: A dataset containing 38558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarindus indica"
 ]
}

 The dataset includes 38558 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000954-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzyceh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-77.4881 0.81253,-77.32931 0.81253,-77.32931 0.88137,-77.4881 0.88137,-77.4881 0.81253))",
 "TaxonKey is Creurgops verticalis"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000956-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5db7w40w
title: MassIVE MSV000100651 - NECTIN4 is a tumour-intrinsic immune checkpoint that enforces neoantigen-immune uncoupling in hypermutated tumours
title: Tumour mutational burden (TMB) is commonly used as a surrogate for neoantigen load, yet its ability to predict response to immune checkpoint blockade remains limited. This disconnect implies that highly mutated tumours can acquire mechanisms that suppress immune visibility despite increased neoantigenicity. Using an integrative genomic and functional framework, we identify determinants of immune exclusion in high-neoantigen tumours. In bladder cancer, recurrent copy-number alterations drive overexpression of NECTIN4, marking tumours with strong T-cell exclusion despite high neoantigen load. NECTIN4 emerges as a dominant suppressor of tumour immune visibility, including in ecDNA-positive tumours. Mechanistically, NECTIN4 suppresses STAT1 signalling through DDR1 kinase activity, leading to attenuation of antigen presentation and inflammatory cytokine signalling, as well as reduced expression of immune checkpoints, including PD-L1. This pattern is conserved across multiple cancer types. The resulting tumour-intrinsic immune blockade is reversible with the NECTIN4-targeting antibody-drug conjugate enfortumab vedotin, which can be harnessed to enhance immunotherapy efficacy. Finally, we show that APOBEC3-mediated mutagenesis underlies recurrent NECTIN4 amplification, linking hypermutation to adaptive immune escape. Our findings reveal a previously unrecognized mechanism by which hypermutated tumours evade immune surveillance, positioning NECTIN4 as a central, targetable regulator of tumour-intrinsic immune exclusion.
DOI: 10.15468/dl.bx633z
title: Occurrence Download

description: A dataset containing 9418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-475.29629 37.36472,-475.40878 36.85499,-475.3022 36.1786,-473.2506 36.18027,-473.29057 37.3931,-475.29629 37.36472))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1926-2026"
 ]
}

 The dataset includes 9418 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000957-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18229679
title: Swave call on Healthy cohort

description: Swave call results on Healthy cohort, including HGSVC (130 haplotypes), HPRC (88 haplotypes) and CPC (116 haplotypes). Three samples (HG02818, HG00733 and NA19240) from HPRC (47 in total) overlapped with HGSVC and therefore were excluded, resulting in (47 – 3) * 2 = 88 haplotypes.

File description:

swave.sample_level.vcf: the snarl-level output results

swave.sample_level.split.simple.vcf: the allele-level output of SSVs

 swave.sample_level.split.cpx.vcf: the allele-level output of CSVs
DOI: 10.5281/zenodo.18229680
title: Swave call on Healthy cohort

description: Swave call results on Healthy cohort, including HGSVC (130 haplotypes), HPRC (88 haplotypes) and CPC (116 haplotypes). Three samples (HG02818, HG00733 and NA19240) from HPRC (47 in total) overlapped with HGSVC and therefore were excluded, resulting in (47 – 3) * 2 = 88 haplotypes.

File description:

swave.sample_level.vcf: the snarl-level output results

swave.sample_level.split.simple.vcf: the allele-level output of SSVs

 swave.sample_level.split.cpx.vcf: the allele-level output of CSVs
DOI: 10.15468/dl.ytty4p
title: Occurrence Download

description: A dataset containing 110 records in GBIF matching the query:
SELECT
 '624' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 72.77152049497572
 AND decimalLatitude &lt;= 79.58564306880243
 AND decimalLongitude &gt;= -149.08131607370723
 AND decimalLongitude &lt;= -97.19957430292631
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 110 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000976-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c98tdv
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbarea grayi",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000963-260129131611470/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.30954029
title: Enhancing Large-Scale File Fragment Classification with Large Language Models

description: This repository contains preprocessed dataset splits for training, validation, and testing, as well as a flowchart of our method for the paper “Enhancing Large-Scale File Fragment Classification with Large Language Models.” <b>We will open-source our model code after publication.</b>
DOI: 10.6084/m9.figshare.30954029.v1
title: Enhancing Large-Scale File Fragment Classification with Large Language Models

description: This repository contains preprocessed dataset splits for training, validation, and testing, as well as a flowchart of our method for the paper “Enhancing Large-Scale File Fragment Classification with Large Language Models.” <b>We will open-source our model code after publication.</b>
DOI: 10.15468/dl.jpb2x6
title: Occurrence Download

description: A dataset containing 5315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Creurgops verticalis"
 ]
}

 The dataset includes 5315 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000964-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3vwg3
title: Occurrence Download

description: A dataset listing the 143 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-74.38743 4.00083,-74.36418 3.96251,-74.27492 4.04334,-74.30381 4.06411,-74.38743 4.00083))",
 "PublishingOrg is one of (eac88d99-9f6c-4031-8fc4-8088f0e0dfe7, e2e717bf-551a-4917-bdc9-4fa0f342c530, cccff716-2694-4209-9f9e-2f7a484465a0, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 57254bd0-8256-11d8-b7ed-b8a03c50a862, 47380c8a-0edd-4036-b1bc-d852cba8232f, eace4687-50e8-4f9a-829b-29ff8ff1fa8b, b3bf3a83-1f68-4541-a03f-330d30d567f5, 1f55bd0a-6ebe-49a1-8a9c-9258702b6f46)"
 ]
 }
 ]
}

 The dataset's 143 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000977-260129131611470/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/14669229
title: 🇰🇷 🇰🇵 Reddit r/Korea Subreddit Dataset 2026
DOI: 10.15468/dl.exs876
title: Occurrence Download

description: A dataset containing 950 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetocercus berlepschi"
 ]
}

 The dataset includes 950 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000965-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/ghh09-3c290
title: GHRSST L3C NOAA/ACSPO Himawari-09 AHI Pacific Ocean Region Sea Surface Temperature v2.90 dataset
DOI: 10.5067/ghh09-3co29
title: GHRSST L3C NOAA/ACSPO Himawari-09 AHI Pacific Ocean Region Sea Surface Temperature v2.90 dataset
DOI: 10.5067/ghh09-2po29
title: GHRSST L2P NOAA/ACSPO Himawari-09 AHI Pacific Ocean Region Sea Surface Temperature v2.90 dataset
DOI: 10.5067/ghh09-2p290
title: GHRSST L2P NOAA/ACSPO Himawari-09 AHI Pacific Ocean Region Sea Surface Temperature v2.90 dataset
DOI: 10.5067/j3l2g-ogdrf
title: Jason-3 GPS based orbit and SSHA OGDR
DOI: 10.5067/hmsso-4tj01
title: HOMAGE Monthly Time series of global average steric height anomalies and ocean heat content estimates version 01 from the In-Situ Argo float measurements
DOI: 10.5067/bhret-huv14
title: Harmonic Constants for Baroclinic Tide Prediction
DOI: 10.15468/dl.mukrv2
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decaryochloa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 60 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000966-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/sf4xx-sotox
title: State of the Ocean
DOI: 10.5067/sf422-hitid
title: High-level Tool for Interactive Data Extraction