cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17806172
title: Historical Records of Paracentrotus lividus Abundance Across Mediterranean Coastal Areas
DOI: 10.11570/25.0106
title: Resolved Profiles of Stellar Mass, Star Formation Rate, and Predicted CO-to-H2 Conversion Factor Across Thousands of Local Galaxies
DOI: 10.6073/pasta/b417f431cc2e020bea65a6ee8984dc77
title: Coarse Litterfall Data at the Hubbard Brook Experimental Forest, 1996 - ongoing

description: Coarse litterfall (woody litter greater than 2 cm diameter) was collected from cleared plots in the same sites as fine litterfall to quantify total aboveground litterfall in the reference forest. These collections are for quantifying CWD inputs from live standing trees rather than all CWD inputs. Tree mortality and fall rates are used for dead tree inputs. All together these data are used to calculate aboveground production and forest carbon and nutrient budgets.
 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.26008/1912/bco-dmo.986759.1
title: Structure of current flow in the West Channel in Choctawhatchee Bay, Florida from Sep 18 to Sep 24, 2024

description: The data set presents in-situ current flow measurements recorded with an upward looking acoustic Doppler profiler in the West Channel of Choctawhatchee Bay near Destin, FL (Lat: 30.3925°N, Long: -86.5233°W). The water depth within the channel ranges from 3 to 7 m and varies with the tide (diurnal tide, range ~0.5 m). The Doppler profiler was positioned near the middle of the channel at approximately 3.9 m water depth and recorded flow velocity and directions at 0.5 m vertical intervals from 0.9 m above the bottom to the water surface.
DOI: 10.15468/dl.c5xv76
title: Occurrence Download

description: A dataset listing the 586 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-68.48617 -56.87173,-68.52094 -52.17748,-68.48805 -17.99859,-73.83359 -18.27805,-75.35251 -23.75881,-79.92529 -17.73372,-116.10296 -17.8118,-120.11182 -27.79613,-83.80515 -72.19615,-47.42286 -72.34743,-52.86886 -58.88371,-68.48617 -56.87173))",
 "OccurrenceStatus is Present",
 "TaxonKey is Echinodermata"
 ]
}

 The dataset's 586 records were derived from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025766-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fawby
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Locality is Morales Cauca, CO (2.807, -76.669)"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umwk7m
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.761 -6.877885, 112.69023 -6.883446, 112.621198 -6.899992, 112.555599 -6.927117, 112.495044 -6.964154, 112.441023 -7.010195, 112.394864 -7.064107, 112.357705 -7.124566, 112.330463 -7.190085, 112.313812 -7.259053, 112.308166 -7.329772, 112.313671 -7.400502, 112.330194 -7.469502, 112.357336 -7.53507, 112.39443 -7.595591, 112.440566 -7.649573, 112.49461 -7.695682, 112.55523 -7.732782, 112.62093 -7.759957, 112.690089 -7.776534, 112.761 -7.782106, 112.831911 -7.776534, 112.90107 -7.759957, 112.96677 -7.732782, 113.02739 -7.695682, 113.081434 -7.649573, 113.12757 -7.595591, 113.164664 -7.53507, 113.191806 -7.469502, 113.208329 -7.400502, 113.213834 -7.329772, 113.208188 -7.259053, 113.191537 -7.190085, 113.164295 -7.124566, 113.127136 -7.064107, 113.080977 -7.010195, 113.026956 -6.964154, 112.966401 -6.927117, 112.900802 -6.899992, 112.83177 -6.883446, 112.761 -6.877885))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/guvgbn
title: Analytical_comparison.zip

description: :unav
DOI: 10.57745/biq0sl
title: Fish_food_study.zip

description: :unav
DOI: 10.57745/wtvdcd
title: README.txt

description: :unav
DOI: 10.57745/bo5h3y
title: Fish_food_study.zip

description: :unav
DOI: 10.57745/xqo4dq
title: Analytical_comparison.zip

description: :unav
DOI: 10.57745/qhkexq
title: Evaluation of pure shift NMR methods for the analysis of complex metabolite mixtures with a benchtop NMR spectrometer

description: This dataset presents the results of an analytical evaluation of optimised pure shift (PS) NMR spectroscopy pulse sequences. These pulse sequences were designed to analyse complex biological or metabolite mixtures using a low-cost, cryogen-free and compact benchtop NMR spectrometer. The data were collected with six PS pulse sequences, based on three families of PS NMR techniques: 1D projections of 2D J-resolved spectra, Zangger-Sterk (ZS) and PSYCHE pulse sequences. PS NMR spectroscopy consists of removing the signal multiplicity observed in 1D 1H NMR, thereby simplifying the complex spectral information. The PS NMR methods were evaluated in terms of resolution, sensitivity, spectral purity and repeatability over 22 minutes for each acquisition. Data from these evaluations are included in this dataset. The best PS method was found to be the 1D projections of 2D J-resolved double-echo spectra (J-RES DE), in combination with an improved processing strategy. The potential of this J-RES DE PS strategy was illustrated on a real commercial fish food formulation sample, containing small key metabolites involved in the growth performance of fish. The corresponding spectral data is also included in this dataset. The quality of the resulting PS spectra opens promising perspectives for the profiling of complex biological mixtures on compact NMR systems. These results are discussed in greater detail here: https://pubs.rsc.org/en/content/articlelanding/2025/ay/d5ay00006h Or here: https://doi.org/10.1039/D5AY00006H
DOI: 10.13012/b2idb-9950768_v1
title: Data for Insights on the Spatial Distribution of the Pseudomonas aeruginosa Biofilm Secondary Metabolites Under Swarming Motility-Inducing Conditions Using Mass Spectrometry Imaging

description: SCiLS MSI data files, images used in the figures and table contents for the tables found in the manuscript. The figures are labeled by figure and by their title on each figure set, including those found in the Supplementary Information. The tables are in an MS Excel sheet with the corresponding contents. The tables list the metabolites found in the images. To reduce the number of images in the manuscript, the tables complete the metabolite information not observed in the images. The images can be found using the SCiLS data files. A software license is needed to open these files. The SCiLS data files contains the processed MSI data for all obtained images. All files in the corresponding SCiLS data file must be present to open the individual data file. The feature list used for MSI analysis should be saved on the attached bookmark inside the SCiLS file so it should be available once the file is opened. SCiLS files can only be opened with the Bruker SCiLS software. If using an outdated version (before Version 13.01.17218), the files may not open or show poor quality.
DOI: 10.5281/zenodo.17783572
title: IODP Expedition 320 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.5281/zenodo.17783571
title: IODP Expedition 320 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.15468/dl.hs7gy8
title: Occurrence Download

description: A dataset containing 1328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.3_1",
 "TaxonKey is Geococcyx californianus",
 "Year 2024-2025"
 ]
}

 The dataset includes 1328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025800-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17783569
title: IODP Expedition 320 Thermal conductivity

description: Thermal conductivity was measured using the heated needle method in either full-space needle configuration (soft/saturated sediments) or half-space needle configuration (harder materials) of a TeKa Berlin TK-04 thermal conductivity meter. Heat is applied to the sample and then thermal equilibrium is sought. The heating and equilibration curve is reduced to derive the thermal conductivity value. Raw data are stored if a user wishes to do off-line or postexpedition reduction.
DOI: 10.5281/zenodo.17783570
title: IODP Expedition 320 Thermal conductivity

description: Thermal conductivity was measured using the heated needle method in either full-space needle configuration (soft/saturated sediments) or half-space needle configuration (harder materials) of a TeKa Berlin TK-04 thermal conductivity meter. Heat is applied to the sample and then thermal equilibrium is sought. The heating and equilibration curve is reduced to derive the thermal conductivity value. Raw data are stored if a user wishes to do off-line or postexpedition reduction.
DOI: 10.5281/zenodo.17783567
title: IODP Expedition 320 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.5281/zenodo.17783568
title: IODP Expedition 320 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.15468/dl.6sawva
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((140.809 -6.64488, 140.738264 -6.650441, 140.669265 -6.666988, 140.603698 -6.694114, 140.543173 -6.731153, 140.489179 -6.777195, 140.443044 -6.831109, 140.405905 -6.89157, 140.378679 -6.95709, 140.362038 -7.026059, 140.356398 -7.096779, 140.361902 -7.16751, 140.378419 -7.23651, 140.405548 -7.302078, 140.442624 -7.362599, 140.488738 -7.41658, 140.542753 -7.462689, 140.603341 -7.499788, 140.669006 -7.526962, 140.738128 -7.543539, 140.809 -7.549111, 140.879872 -7.543539, 140.948994 -7.526962, 141.014659 -7.499788, 141.075247 -7.462689, 141.129262 -7.41658, 141.175376 -7.362599, 141.212452 -7.302078, 141.239581 -7.23651, 141.256098 -7.16751, 141.261602 -7.096779, 141.255962 -7.026059, 141.239321 -6.95709, 141.212095 -6.89157, 141.174956 -6.831109, 141.128821 -6.777195, 141.074827 -6.731153, 141.014302 -6.694114, 140.948735 -6.666988, 140.879736 -6.650441, 140.809 -6.64488))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025801-251120083545085/datasets/export for details.
DOI: 10.15468/dl.vhk8h6
title: Occurrence Download

description: A dataset containing 4028 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Checklist of the Vascular Plants of the Republic of Guinea"
 ]
}

 The dataset includes 4028 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025802-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17791261
title: MCI

description: This record contains the full reproducible analysis for MicroBooNE V3, the Spectral Coherence Test developed within the Informational Coherence Model (MCI) framework.The analysis extends the V2 global max-T test and introduces a frozen-template spectral estimator derived entirely from theoretical MCI predictions, with no parameter tuning on MicroBooNE data.

The V3 method compares the MicroBooNE “lep_energy” distributions with a spectral template generated from the MCI field structure (Ψ_true → Ψ_folded), using a fixed peak position (E_peak) and width motivated by GPE simulations and the informational radiation constant frad≈1/6f_{\text{rad}} \approx 1/6frad≈1/6.



Methodological highlights





Frozen Template Analysis:No scanning of template shapes or adaptive fitting. The spectral template is defined a priori from MCI theory.




No parameter tuning:Only the linear amplitude estimator is computed; no free parameters are adjusted on the data.




Independent validation on two datasets:Exactly the same pipeline is applied to nue_NoWire_00 and nue_NoWire_01.




Reproducible workflow:Full analysis code, notebook, tables, and figures are included.



No MicroBooNE HDF5 files are distributed in this record. Users must downloadnue_NoWire_00.h5 and nue_NoWire_01.h5from the public MicroBooNE open data release.



Main results

The analysis reveals a statistically significant spectral anomaly consistent with the MCI prediction.





V2 global max-T test:Both datasets show a global deviation exceeding 3.29σ, indicating tension with the publicly provided baseline model.




V3 spectral test (frozen template):The correlation between the MCI template and the data residuals yields very high per-dataset significances(Dataset 00: zspec=14.619σz_{\text{spec}} = 14.619σzspec=14.619σ; Dataset 01: zspec=13.813σz_{\text{spec}} = 13.813σzspec=13.813σ),suggesting a strong structural alignment between data and theory.




Combined significance (Stouffer):zcomb≈20σz_{\text{comb}} \approx 20σzcomb≈20σ(statistical significance relative to the public baseline model).Note: This value includes statistical uncertainties only; full detector-level systematic uncertainties from the MicroBooNE internal framework are not unfolded here.



The large sensitivity gain from V2 to V3 arises because the frozen-template method isolates the specific coherent spectral structure predicted by the MCI field dynamics, which is not captured by global goodness-of-fit tests.



Contents of this record





Complete reproducible package (MicroBooNE_V3_FULL_REPRODUCIBLE_PACKAGE.zip) including:





Jupyter notebook (MicroBooNE_V3.ipynb)




Python scripts for V2 and V3




Figures and summary tables




README and reproducibility instructions





No experimental data are included.

This record is part of the ongoing validation program of the Informational Coherence Model (MCI), connecting theoretical predictions to open experimental datasets.
DOI: 10.5281/zenodo.17791262
title: MCI

description: This record contains the full reproducible analysis for MicroBooNE V3, the Spectral Coherence Test developed within the Informational Coherence Model (MCI) framework.The analysis extends the V2 global max-T test and introduces a frozen-template spectral estimator derived entirely from theoretical MCI predictions, with no parameter tuning on MicroBooNE data.

The V3 method compares the MicroBooNE “lep_energy” distributions with a spectral template generated from the MCI field structure (Ψ_true → Ψ_folded), using a fixed peak position (E_peak) and width motivated by GPE simulations and the informational radiation constant frad≈1/6f_{\text{rad}} \approx 1/6frad≈1/6.



Methodological highlights





Frozen Template Analysis:No scanning of template shapes or adaptive fitting. The spectral template is defined a priori from MCI theory.




No parameter tuning:Only the linear amplitude estimator is computed; no free parameters are adjusted on the data.




Independent validation on two datasets:Exactly the same pipeline is applied to nue_NoWire_00 and nue_NoWire_01.




Reproducible workflow:Full analysis code, notebook, tables, and figures are included.



No MicroBooNE HDF5 files are distributed in this record. Users must downloadnue_NoWire_00.h5 and nue_NoWire_01.h5from the public MicroBooNE open data release.



Main results

The analysis reveals a statistically significant spectral anomaly consistent with the MCI prediction.





V2 global max-T test:Both datasets show a global deviation exceeding 3.29σ, indicating tension with the publicly provided baseline model.




V3 spectral test (frozen template):The correlation between the MCI template and the data residuals yields very high per-dataset significances(Dataset 00: zspec=14.619σz_{\text{spec}} = 14.619σzspec=14.619σ; Dataset 01: zspec=13.813σz_{\text{spec}} = 13.813σzspec=13.813σ),suggesting a strong structural alignment between data and theory.




Combined significance (Stouffer):zcomb≈20σz_{\text{comb}} \approx 20σzcomb≈20σ(statistical significance relative to the public baseline model).Note: This value includes statistical uncertainties only; full detector-level systematic uncertainties from the MicroBooNE internal framework are not unfolded here.



The large sensitivity gain from V2 to V3 arises because the frozen-template method isolates the specific coherent spectral structure predicted by the MCI field dynamics, which is not captured by global goodness-of-fit tests.



Contents of this record





Complete reproducible package (MicroBooNE_V3_FULL_REPRODUCIBLE_PACKAGE.zip) including:





Jupyter notebook (MicroBooNE_V3.ipynb)




Python scripts for V2 and V3




Figures and summary tables




README and reproducibility instructions





No experimental data are included.

This record is part of the ongoing validation program of the Informational Coherence Model (MCI), connecting theoretical predictions to open experimental datasets.
DOI: 10.5281/zenodo.17783565
title: IODP Expedition 320 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.5281/zenodo.17783566
title: IODP Expedition 320 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.5281/zenodo.17783563
title: IODP Expedition 320 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.5281/zenodo.17783564
title: IODP Expedition 320 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.15468/dl.wha8q7
title: Occurrence Download

description: A dataset containing 263336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia mydas"
 ]
}

 The dataset includes 263336 records from 525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025734-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17783561
title: IODP Expedition 320 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.17783562
title: IODP Expedition 320 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.17806194
title: Elastic electron scattering cross sections of ethanol in the energy range 30 eV to 800 eV: Differential (DCS), Integral (ICS) and Momentum Transfer Cross Sections (MTCS)

description: Cross section datasets on the elastic electron scattering of ethanol from our publication Eur. Phys. J. D 77, 52 (2023)

The elastic differential cross sections (DCS) are given in the energy range 30-800 eV in the full angular range: 30°-150° experimental, 0°-25° and 155°-180° extrapolated experimental data using the IAM-SCAR+I model.

The integral elastic (ICS) and momentum transfer cross sections (MTCS) are given for energies 60-800 eV.

Additional information can be found in the README.txt or the publication.

New version (v2): Updated README.txt
DOI: 10.5281/zenodo.12567564
title: Elastic electron scattering cross sections of ethanol in the energy range 30 eV to 800 eV: Differential (DCS), Integral (ICS) and Momentum Transfer Cross Sections (MTCS)

description: Cross section datasets on the elastic electron scattering of ethanol from our publication Eur. Phys. J. D 77, 52 (2023)

The elastic differential cross sections (DCS) are given in the energy range 30-800 eV in the full angular range: 30°-150° experimental, 0°-25° and 155°-180° extrapolated experimental data using the IAM-SCAR+I model.

The integral elastic (ICS) and momentum transfer cross sections (MTCS) are given for energies 60-800 eV.

Additional information can be found in the README.txt or the publication.

New version (v2): Updated README.txt
DOI: 10.5281/zenodo.17783544
title: IODP Expedition 320 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.
DOI: 10.5281/zenodo.17783543
title: IODP Expedition 320 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.