cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w97aqm
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((142.5 67.5,150 67.5,150 75,142.5 75,142.5 67.5))"
 ]
}

 The dataset includes 121 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055912-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dh9m5
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((157.5 67.5,165 67.5,165 75,157.5 75,157.5 67.5))"
 ]
}

 The dataset includes 637 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055914-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17439641
title: ETHNOLINGUISTIC FEATURES OF TRADITIONAL UZBEK MEASUREMENT SYSTEMS AND THEIR CONCEPTUAL REFLECTION OF REALITY
DOI: 10.5281/zenodo.17439642
title: ETHNOLINGUISTIC FEATURES OF TRADITIONAL UZBEK MEASUREMENT SYSTEMS AND THEIR CONCEPTUAL REFLECTION OF REALITY
DOI: 10.15468/dl.rsvg9c
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((165 67.5,172.5 67.5,172.5 75,165 75,165 67.5))"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055915-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17439626
title: Mare Europaeum: Baltic Sea Region Security and Cooperation from post-Wall to post-Enlargement Europe
DOI: 10.5281/zenodo.17439625
title: Mare Europaeum: Baltic Sea Region Security and Cooperation from post-Wall to post-Enlargement Europe
DOI: 10.15468/dl.bh6xw5
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((172.5 67.5,180 67.5,180 75,172.5 75,172.5 67.5))"
 ]
}

 The dataset includes 107 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055916-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mzpsz
title: Occurrence Download

description: A dataset listing the 8698 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-69.92265 -4.212,-69.92962 -4.04362,-69.96034 -3.90676,-70.14887 -3.8118,-70.27595 -3.70846,-70.4533 -3.64562,-70.59574 -3.59674,-70.67673 -3.62607,-70.72701 -3.71405,-70.73259 -3.78666,-70.59993 -3.90816,-70.41559 -3.89,-70.29131 -3.88162,-70.20193 -3.96262,-70.15725 -4.03663,-69.98939 -4.17325,-69.98485 -4.17705,-69.98457 -4.18076,-69.98003 -4.18447,-69.97067 -4.19642,-69.96445 -4.20236,-69.95945 -4.2107,-69.9537 -4.21812,-69.95064 -4.2311,-69.94026 -4.2297,-69.92265 -4.212))"
 ]
}

 The dataset's 8698 records were derived from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055905-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqnhmh
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 60,-172.5 60,-172.5 67.5,-180 67.5,-180 60))"
 ]
}

 The dataset includes 574 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055917-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkpnwd
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-172.5 60,-165 60,-165 67.5,-172.5 67.5,-172.5 60))"
 ]
}

 The dataset includes 1072 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055918-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17439652
title: YOSHLARNI VATAN HIMOYASIGA TAYYORGARLIGINI  SHAKLLANTIRISHDA HARBIY TA'LIM MUASSASALARINING O'RNI
DOI: 10.5281/zenodo.17439653
title: YOSHLARNI VATAN HIMOYASIGA TAYYORGARLIGINI  SHAKLLANTIRISHDA HARBIY TA'LIM MUASSASALARINING O'RNI
DOI: 10.15468/dl.adm6v5
title: Occurrence Download

description: A dataset containing 31436126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (FRA.1_1, FRA.13_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 31436126 records from 2269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055893-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15201263
title: 호지 추측 증명 이론
DOI: 10.5281/zenodo.15201264
title: 호지 추측 증명 이론
DOI: 10.5281/zenodo.15769660
title: Comparing vaccination coverage among four pilot dog rabies vaccination strategies in Uganda

description: The datasets are from a study titled "Comparing vaccination coverage among four pilot dog rabies vaccination strategies in Uganda''. This study was funded by the Swiss National Science Foundation (SNSF, project ID IZSTZ0_208430), conducted under a broader project _eRabies surveillance - a way forward to rabies elimination in Uganda, whose PI was Prof. Sonja Hartnack.
DOI: 10.5281/zenodo.15769661
title: Comparing vaccination coverage among four pilot dog rabies vaccination strategies in Uganda

description: The datasets are from a study titled "Comparing vaccination coverage among four pilot dog rabies vaccination strategies in Uganda''. This study was funded by the Swiss National Science Foundation (SNSF, project ID IZSTZ0_208430), conducted under a broader project _eRabies surveillance - a way forward to rabies elimination in Uganda, whose PI was Prof. Sonja Hartnack.
DOI: 10.15468/dl.y4s3d5
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Sorbus domestica L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 106 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078267-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce9fnt
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078270-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5svqky
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Sorbus domestica L.",
 "Year 1970-2024"
 ]
}

 The dataset includes 106 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078272-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvwtj6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078269-250525065834625/datasets/export for details.
DOI: 10.15468/dl.q72awr
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulemur sanfordi (Archbold, 1932)"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078271-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/h659-ha55
title: IR spectrum: 2-METHYLFURAN || SILVAN
DOI: 10.25326/6t32-fy11
title: IR spectrum: Methyl peroxide
DOI: 10.25326/hy0z-js13
title: IR spectrum: ISOXAZOLE
DOI: 10.25326/90s9-ym14
title: IR spectrum: 2,5-FURANDIONE || cis-butendial || MALEIC ANHYDRIDE || maleic dialdehyde
DOI: 10.25326/wzrp-rn20
title: IR spectrum: CYCLOHEXENE || TETRAHYDROBENZENE
DOI: 10.25326/6jw0-mp15
title: IR spectrum: 3-BUTEN-2-ONE || METHYL VINYL KETONE || MVK
DOI: 10.25326/t3jp-qm93
title: IR spectrum: 3-BUTEN-2-ONE || METHYL VINYL KETONE || MVK
DOI: 10.25326/9q79-kh81
title: IR spectrum: CYCLOHEXYL VINYL ETHER
DOI: 10.25326/khf8-fe72
title: IR spectrum: METHACRYLIC ACID
DOI: 10.25326/hs1h-g655
title: IR spectrum: Nitric oxide || NITROGEN MONOXIDE || NO
DOI: 10.15468/dl.zbrp3u
title: Occurrence Download

description: A dataset containing 326165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta canadensis (Linnaeus, 1758)",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 326165 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078249-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk5nc7
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078273-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8t6dh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-76.7382 7.64866,-77.05973 4.62801,-74.37498 4.24334,-73.58724 7.45742,-76.7382 7.64866))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)",
 "Year 2024-2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078274-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8xsry
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078276-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5neba
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078277-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb2vfn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078281-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ts8uv
title: Occurrence Download

description: A dataset containing 6785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyura jamaicensis (J.F.Gmelin, 1789)",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6785 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078279-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.263ymu
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyura jamaicensis (J.F.Gmelin, 1789)",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 382 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078280-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha96xh
title: Occurrence Download

description: A dataset containing 5411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyura jamaicensis (J.F.Gmelin, 1789)",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5411 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078282-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdqynn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "DatasetKey is Pl@ntNet observations",
 "OccurrenceStatus is Present",
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "TaxonKey is Brassica napus L.",
 "Year 2018-2018"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078283-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ef34q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078284-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rncspd
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078286-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14983463
title: Data supporting Elkouk et al. (2024) "towards understanding parametric controls on runoff sensitivity to climate in the community land model: A Case study over the Colorado River Headwaters"

description: This dataset supports the study "Toward understanding parametric controls on runoff sensitivity to climate in the community land model: A case study over the Colorado River headwaters".

For questions about methods, simulation setup, or outputs, please contact Ahmed Elkouk (elkoukah@msu.edu) and Yadu Pokhrel (ypokhrel@msu.edu).

Citation: Ahmed Elkouk, Yadu Pokhrel, Ben Livneh, Elizabeth Payton, Lifeng Luo, Yifan Cheng, Katherine Dagon, Sean Swenson, Andrew W. Wood, David M. Lawrence, and Wim Thiery (2024). Toward understanding parametric controls on runoff sensitivity to climate in the community land model: A case study over the Colorado River headwaters. Water Resources Research, 60, e2024WR037718. https://doi.org/10.1029/2024WR037718
DOI: 10.5281/zenodo.14983464
title: Data supporting Elkouk et al. (2024) "towards understanding parametric controls on runoff sensitivity to climate in the community land model: A Case study over the Colorado River Headwaters"

description: This dataset supports the study "Toward understanding parametric controls on runoff sensitivity to climate in the community land model: A case study over the Colorado River headwaters".

For questions about methods, simulation setup, or outputs, please contact Ahmed Elkouk (elkoukah@msu.edu) and Yadu Pokhrel (ypokhrel@msu.edu).

Citation: Ahmed Elkouk, Yadu Pokhrel, Ben Livneh, Elizabeth Payton, Lifeng Luo, Yifan Cheng, Katherine Dagon, Sean Swenson, Andrew W. Wood, David M. Lawrence, and Wim Thiery (2024). Toward understanding parametric controls on runoff sensitivity to climate in the community land model: A case study over the Colorado River headwaters. Water Resources Research, 60, e2024WR037718. https://doi.org/10.1029/2024WR037718
DOI: 10.34847/nkl.510a742j
title: 03_testo_agrinion_0057

description: 1.0
description: normale
description: progressiva
description: regolare
description: 3.0
description: 1897.0
description: 1894.0
description: 1899.0
description: Source: Socal, Michela
description: Temporal: epoca ellenistica
description: Temporal: -99.0
description: Temporal: 100.0
description: Temporal: I secolo a.C. - I secolo d.C.
description: Temporal: epoca imperiale romana
description: modified: 08/06/2018
description: temporal: epoca ellenistica
description: temporal: -99.0
description: temporal: 100.0
description: temporal: I secolo a.C. - I secolo d.C.
description: temporal: epoca imperiale romana
DOI: 10.15468/dl.ys4mf7
title: Occurrence Download

description: A dataset containing 8803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8803 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078287-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrbzxt
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus (Latham, 1790)",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 696 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078289-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15098751
title: GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction

description: This dataset contains simulation files and source codes for GeoFUSE framework. Please see https://drive.google.com/drive/folders/1i4_a-E_G1vt3NQpt2nqk8Z3LCIOzGHsK?usp=share_link for additional data and details.
DOI: 10.5281/zenodo.15098752
title: GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction

description: This dataset contains simulation files and source codes for GeoFUSE framework. Please see https://drive.google.com/drive/folders/1i4_a-E_G1vt3NQpt2nqk8Z3LCIOzGHsK?usp=share_link for additional data and details.
DOI: 10.15468/dl.up9fqh
title: Occurrence Download

description: A dataset containing 6512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus (Latham, 1790)",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6512 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078288-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15761429
title: Ekhtesi: Entropic Kernel for Thematic Symmetric Integration

description: Ekhtesi is a symbolic computation framework that combines entropy, semantic vector projection, and fractal decay kernels to compute resonance across thematic content in structured or unstructured texts. It introduces a formal mathematical model — Phi^Omega — that evaluates thematic alignment across symbolic units using a three-dimensional signal integration mechanism.

Designed for both scientific and philosophical applications, Ekhtesi has been tested on news corpora, religious texts, dialog transcripts, and technical documents. It exhibits strong resilience to symbolic perturbations and outperforms baseline models (e.g., TextRank, TF-IDF, GPT-based extractive summarizers) in thematic fidelity and interpretive depth.

This publication includes formal definitions, algorithmic diagrams, comparative experiments, and future projections including Ekhtesi-Q (quantum logic embedding) and Ekhtesi-MM (multimodal extensions).

It is suitable for researchers in symbolic AI, linguistics, computational epistemology, and information-theoretic modeling.