cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3336uu
title: Occurrence Download

description: A dataset containing 4209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenoptera",
 "Geometry POLYGON ((-84.51583 34.94154, -84.51793 34.96507, -84.52151 34.98848, -84.52659 35.01171, -84.53313 35.03468, -84.54114 35.05734, -84.55058 35.07962, -84.56143 35.10146, -84.57366 35.12281, -84.58724 35.1436, -84.60214 35.16377, -84.61831 35.18328, -84.63571 35.20206, -84.65429 35.22007, -84.674 35.23725, -84.69478 35.25355, -84.71659 35.26894, -84.73936 35.28337, -84.76302 35.29679, -84.78752 35.30918, -84.81278 35.32049, -84.83873 35.3307, -84.86531 35.33977, -84.89244 35.34769, -84.92004 35.35442, -84.94803 35.35996, -84.97635 35.36429, -85.0049 35.36738, -85.03362 35.36924, -85.06241 35.36986, -85.09121 35.36924, -85.11992 35.36738, -85.14848 35.36429, -85.17679 35.35996, -85.20479 35.35442, -85.23239 35.34769, -85.25951 35.33977, -85.28609 35.3307, -85.31205 35.32049, -85.33731 35.30918, -85.3618 35.29679, -85.38547 35.28337, -85.40824 35.26894, -85.43004 35.25355, -85.45083 35.23725, -85.47054 35.22007, -85.48912 35.20206, -85.50652 35.18328, -85.52269 35.16377, -85.53758 35.1436, -85.55116 35.12281, -85.5634 35.10146, -85.57425 35.07962, -85.58369 35.05734, -85.59169 35.03468, -85.59824 35.01171, -85.60331 34.98848, -85.6069 34.96507, -85.60899 34.94154, -85.60959 34.91795, -85.60868 34.89437, -85.60628 34.87085, -85.60239 34.84748, -85.59702 34.8243, -85.5902 34.80139, -85.58193 34.7788, -85.57225 34.7566, -85.56117 34.73484, -85.54874 34.71359, -85.53499 34.69291, -85.51995 34.67285, -85.50367 34.65346, -85.48619 34.6348, -85.46757 34.61692, -85.44784 34.59987, -85.42707 34.58369, -85.40531 34.56843, -85.38262 34.55413, -85.35907 34.54082, -85.33472 34.52855, -85.30963 34.51734, -85.28387 34.50723, -85.25751 34.49825, -85.23063 34.49041, -85.20329 34.48374, -85.17557 34.47827, -85.14755 34.47399, -85.1193 34.47092, -85.0909 34.46908, -85.06241 34.46847, -85.03393 34.46908, -85.00553 34.47092, -84.97727 34.47399, -84.94925 34.47827, -84.92153 34.48375, -84.8942 34.49041, -84.86731 34.49825, -84.84096 34.50723, -84.8152 34.51734, -84.79011 34.52855, -84.76575 34.54082, -84.7422 34.55413, -84.71952 34.56843, -84.69776 34.58369, -84.67699 34.59987, -84.65726 34.61692, -84.63863 34.6348, -84.62115 34.65346, -84.60487 34.67285, -84.58984 34.69291, -84.57608 34.71359, -84.56365 34.73484, -84.55258 34.7566, -84.5429 34.7788, -84.53463 34.80139, -84.5278 34.8243, -84.52244 34.84748, -84.51855 34.87085, -84.51615 34.89437, -84.51524 34.91795, -84.51583 34.94154))"
 ]
}

 The dataset includes 4209 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025915-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14996109
title: Dataset for: "Detection of PS microplastics up to the single nanoparticle limit using SERS and advanced ANN design (KANformer)"

description: The data regarded the manuscript :







Detection of Polystyrene Microplastics up to the Single Nanoparticle Limit Using SERS and Advanced ANN Design (KANformer).

In particular: samples charcterisationand utilisation. Spectra. SEM, AFM, etc.
DOI: 10.5281/zenodo.14996110
title: Dataset for: "Detection of PS microplastics up to the single nanoparticle limit using SERS and advanced ANN design (KANformer)"

description: The data regarded the manuscript :







Detection of Polystyrene Microplastics up to the Single Nanoparticle Limit Using SERS and Advanced ANN Design (KANformer).

In particular: samples charcterisationand utilisation. Spectra. SEM, AFM, etc.
DOI: 10.15468/dl.xbyafd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025916-250811113504898/datasets/export for details.
DOI: 10.15468/dl.369qqj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Paraguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025917-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwn68y
title: Occurrence Download

description: A dataset containing 1012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-7.71449 36.9904,-6.0836 36.9904,-6.0836 38.17094,-7.71449 38.17094,-7.71449 36.9904))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Pterocles orientalis, Otis tarda, Tetrax tetrax)"
 ]
}

 The dataset includes 1012 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025918-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re7h6b
title: Occurrence Download

description: A dataset containing 2820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Senegal, Gambia, Guinea-Bissau, Guinea, Sierra Leone, Liberia, Côte d’Ivoire, Ghana, Togo, Benin, Nigeria, Niger, Burkina Faso, Mali, Cabo Verde)",
 "TaxonKey is Eichhornia crassipes"
 ]
}

 The dataset includes 2820 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025919-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cihas6
title: Replication Data for: Time-Varying Relationships Between the ‘Sentiment’ of U.S. Public Opinion and News Media

description: These scripts and data replicate analyses in Time-Varying Relationships Between the ‘Sentiment’ of U.S. Public Opinion and News Media, published in the International Journal of Public Opinion Research.
DOI: 10.15468/dl.zrp2b4
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 145 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025920-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6taqv9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025921-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34683/sr2598
title: StoneRounds Case: SR2598
title: AR Stargardt Disease

description: StoneRounds Case SR2598 was diagnosed with AR Stargardt Disease likely caused by mutations in the gene: ABCA4.
DOI: 10.5281/zenodo.16912241
title: LanguageStructure/Xavante-dicionario: Dicionario Xavante-Português

description: Correções, adição de áudios
DOI: 10.7910/dvn/zy0wm8
title: DCENT-I: A Globally Infilled Extension of the Dynamically Consistent ENsemble of Temperature Dataset

description: The Dynamically Consistent ENsemble of Temperature – Infilled (&lt;b&gt;DCENT-I&lt;/b&gt;) is a spatially complete version of DCENT, providing global and regional monthly temperature fields at 5°×5° resolution from 1850 to the present. It is produced by infilling land-air and sea-surface temperatures from DCENT using ordinary kriging with anisotropic and heterogeneous kernels. Over sea-ice areas, air-temperature anomalies are incorporated to ensure complete coverage.
&lt;br&gt;&lt;br&gt;
DCENT-I consists of 200 ensemble members that sample the full range of uncertainties, including those from bias adjustments and the infilling process. Compared with the original DCENT ensemble, infilling increases the global mean surface temperature (GMST) warming estimate by 0.08 °C [0.05, 0.11] (95 % confidence interval), in agreement with independent model-based assessments. Spatially, DCENT-I exhibits century-scale warming patterns similar to other datasets, including stronger continental than ocean warming and stronger Arctic than mid-latitude warming. It also improves the reconstruction of early El Niño events (e.g., 1887) and maintains realistic El Niño variability throughout the record.
&lt;br&gt;&lt;br&gt;
DCENT-I is available in NetCDF format in this repository and at CEDA, and in Zarr format on Google Cloud. For accessing DCENT-I data from Google Cloud, see the &lt;a href="https://dataverse.harvard.edu/file.xhtml?fileId=11910538&version=DRAFT"&gt;&lt;b&gt;Demo_DCENT-I_google_cloud.ipynb&lt;/b&gt; &lt;/a&gt; notebook in this repository.
DOI: 10.15468/dl.zatrgb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025923-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5w4eg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025924-250811113504898/datasets/export for details.
DOI: 10.18434/mds2-3640
title: Polymer Builder Extension for MosDef-mBuild: mbuild_polybuild
DOI: 10.17909/gsf1-2q34
title: JWST GO 1668 MIRI Coronagraphy Observations

description: Data for JWST GO 1668, a MIRI coronagraphic survey of 3 systems with debris discs that show evidence of a planet carving a gap. This dataset includes the exposures of the 3 targets at two roll angles each, the dediacted reference observations with a 9 point dither, and corresponding background observations.
DOI: 10.15468/dl.gfjbb2
title: Occurrence Download

description: A dataset listing the 4051107 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4051107 records were derived from 75429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025911-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnghtw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025926-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfddy9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025925-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15103765
title: Global energy and carbon emissions of irrigation and fertilizers management for closing crop yield gaps

description: country_emissions250820.xlsx includes data on the top 20 countries in terms of total emissions or emission shares, as presented in Figures 7c and 8c, respectively.




total_energy_country250820.xlsx contains data on the top 20 countries by total energy consumption or energy shares, corresponding to Figures 5c and 6c, respectively.




.nc files provide pixel-level data on energy consumption and GHG emissions from irrigation pumping and fertilizer production under different scenarios.
DOI: 10.5281/zenodo.16899118
title: Global energy and carbon emissions of irrigation and fertilizers management for closing crop yield gaps

description: country_emissions250820.xlsx includes data on the top 20 countries in terms of total emissions or emission shares, as presented in Figures 7c and 8c, respectively.




total_energy_country250820.xlsx contains data on the top 20 countries by total energy consumption or energy shares, corresponding to Figures 5c and 6c, respectively.




.nc files provide pixel-level data on energy consumption and GHG emissions from irrigation pumping and fertilizer production under different scenarios.
DOI: 10.15468/dl.mgfenz
title: Occurrence Download

description: A dataset containing 29930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Argentina, Chile)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Patagioenas araucana",
 "Year 1970-2025"
 ]
}

 The dataset includes 29930 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025928-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3x8jyw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025930-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16913647
title: AwarenessAI EnterpriseWorld 7D AI Whitepapers

description: This repository houses the official EnyerpriseWorld 7D AI whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7D AI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.15468/dl.g3767v
title: Occurrence Download

description: A dataset containing 1027276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1027276 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025922-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaztgv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025931-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bveqfj
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azadirachta excelsa"
 ]
}

 The dataset includes 238 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025934-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w7dzd
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azadirachta excelsa"
 ]
}

 The dataset includes 238 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025933-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx5n6t
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of North Carolina Greensboro Mammal Collection (Arctos)"
 ]
}

 The dataset includes 1844 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025935-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16912786
title: Supplementary data for "Surface cracks can play a positive role in bioconstruction of climatic buffer barrier on soils: experimental and numerical evidence"

description: We are releasing the data corresponding to Figs. 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18 & 19 in our manuscript submitted to Journal of Geophysical Research: Earth Surface.
DOI: 10.15468/dl.38xd8b
title: Occurrence Download

description: A dataset containing 9428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Amazona barbadensis, Harpyhaliaetus solitarius, Accipiter poliogaster, Spizaetus ornatus, Morphnus guianensis, Harpia harpyja, Patagioenas leucocephala, Phoenicopterus ruber)"
 ]
}

 The dataset includes 9428 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025936-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mu3vs
title: Occurrence Download

description: A dataset containing 18648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agropyron cristatum (L.) Gaertn.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18648 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010384-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r4s69kr9gs
title: Survey Online Terkait Perilaku Makan

description: Berikut adalah data yang saya pergunakan dalam analisis untuk paper dengan judul The Link Between BMI and Eating Styles among University Students in Jakarta yang dipresentasikan pada BICCHR 2020 yang diselenggarakan 14-15 September 2020. Pada paper tersebut hanya data dari skala TEFQ-R versi bahasa indonesia yang meliputi variabel Uncontrolled eating, emotional eating, dan cognitive restraint serta data BMI dan Usia yang saya pergunakan. Selain itu, pada paper tersebut hanya 286 dari keseleruhuan 753 partisipan yang digunakan dalam analisis, karena mereka yang memenuhi kriteria 1)mahasiswa aktif di universitas di Jakarta 2)berusia 18-25 tahun 3) tidak menderita penyakit tertentu atau kondisi medis tertentu . Abstrak dapat dilihat pada website BICCHR.com
DOI: 10.6084/m9.figshare.11882760.v1
title: Data for "Near-ideal spontaneous photon sources in silicon quantum photonics"

description: Data for the paper "Near-ideal spontaneous photon sources in silicon quantum photonics" by Stefano Paesani et al.
DOI: 10.6084/m9.figshare.15189567.v1
title: Additional file 1.docx

description: Additional file of Uptake and associated factors of postpartum Family Planning Among Adolescent Mothers At Kasangati Health center IV<br>
DOI: 10.6084/m9.figshare.29020475.v1
title: Checkpoints

description: checkpoints
DOI: 10.6084/m9.figshare.23994474.v1
title: dataset2_best_model_weights.h5

description: File contains the PepCNN model weights for Dataset2
DOI: 10.6084/m9.figshare.28560221.v1
title: Data for: Assessing the duration of the Paleocene-Eocene Thermal Maximum

description: Data for: Assessing the duration of the Paleocene-Eocene Thermal MaximumCarbon isotope (δ<sup>13</sup>C) records: Data_PETM_RecoveryRecordsPublicCode_ExponentialFits: Exponential decay functions code<br><br>
DOI: 10.6084/m9.figshare.28955561.v1
title: Supplementary Material for: Cardiac Metastasis in Upper Tract Urothelial Carcinoma with Squamous Differentiation: A Case Report

description: Introduction: 
Upper tract urothelial carcinoma (UTUC), accounting for 5–10% of urothelial malignancies, rarely metastasizes to distant sites such as the heart.
Case Presentation: 
This report describes a rare case of cardiac metastasis in a 62-year-old male with a complex history of recurrent urothelial carcinoma. Initially diagnosed with bladder cancer in 1999, the patient underwent multiple resections and intravesical therapies, followed by cystectomy in 2012 due to refractory anaplastic tumors. A decade later, he developed right-sided hydronephrosis and hematuria, prompting nephroureterectomy, which revealed papillary urothelial carcinoma with squamous differentiation (pT3pNxMx). Despite aggressive local management, cardiac metastasis involving the right ventricular myocardium was identified in 2023. Systemic chemotherapy yielded minimal response, and the patient eventually succumbed to progressive cardiac failure.
Conclusion: 
Squamous differentiation in urothelial carcinoma predicts aggressive, treatment-resistant behavior. Delayed post-cystectomy recurrence supports the concept of field cancerization and necessitates lifelong surveillance. Rare cardiac metastasis confirms the hematogenous spread potential and underscores the need for improved adjuvant therapies.