cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17038426
title: Dynamic Global Alignment Model (DGAM): An AI-Driven Framework for Computational Geopolitics and India's Strategic Statecraft in the 21st Century

description: This research introduces the Dynamic Global Alignment Model (DGAM), a pioneering AI-driven framework that redefines the study of computational geopolitics and strategic statecraft in the 21st century. By synthesizing reinforcement learning (MDP formalism), Bayesian inference, and scenario forecasting, DGAM advances a rigorous, data-driven methodology for understanding power shifts, risk landscapes, and alignment dynamics in international relations.

The thesis focuses on India’s evolving role in global politics, situating its economic resilience, trade connectivity, and defense modernization within the broader context of multipolarity and AI governance. Using authoritative datasets (IMF, World Bank, WITS/UN Comtrade, SIPRI) and robust computational modeling, the study provides transparent, reproducible, and policy-relevant insights into India’s strategic options through 2025–2035.

 

Key Contributions:

• Formalization of DGAM as a multi-agent Markov decision process for global strategy analysis.

• Integration of international relations theory with cutting-edge AI and computational social science.

• Comparative evaluation of DGAM against baseline IR models, including ablation and robustness studies.

• Scenario-based forecasting of India’s strategic risks and opportunities in a volatile global order.

• Comprehensive appendices with reproducibility checklists, hyperparameters, and open data transparency.

This work represents a rare intersection of theoretical innovation and applied policy relevance, designed for scholars, policymakers, and technologists seeking to navigate the complexities of geopolitics in the age of artificial intelligence.
DOI: 10.15468/dl.mcya7k
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is BatMapPH: Philippine Bat Species Occurrence Database",
 "PublishingOrg is 137233c6-366b-45e4-af0d-df251902a5cd",
 "Year 2021-2025"
 ]
}

 The dataset includes 236 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019571-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry2gxv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019573-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mkxp4t
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soliva sessilis",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019576-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxezkh
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptychadena oxyrhynchus, Ptychadena porosissima, Ptychadena taenioscelis, Pyxicephalus adspersus, Pyxicephalus edulis, Schismaderma carens, Sclerophrys garmani, Sclerophrys capensis, Sclerophrys gutturalis, Sclerophrys pantherina, Sclerophrys pardalis, Sclerophrys poweri, Sclerophrys pusilla, Semnodactylus wealii, Strongylopus bonaespei, Strongylopus fasciatus, Strongylopus grayii, Strongylopus springbokensis, Strongylopus wageri, Tomopterna cryptotis, Tomopterna branchi, Tomopterna delalandii, Tomopterna krugerensis, Tomopterna marmorata, Tomopterna natalensis, Tomopterna tandyi, Vandijkophrynus amatolicus, Vandijkophrynus angusticeps, Vandijkophrynus gariepensis, Vandijkophrynus robinsoni, Xenopus gilli, Xenopus laevis, Xenopus muelleri, Strongylopus merumontanus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 255 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019574-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24114
title: Chandra X-ray Observatory ObsId 24114

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.15468/dl.vnxsnr
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soliva sessilis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019577-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxuarc
title: Occurrence Download

description: A dataset containing 3467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Locality is Palomino"
 ]
}

 The dataset includes 3467 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019578-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33duas
title: Occurrence Download

description: A dataset containing 1782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardisoma carnifex"
 ]
}

 The dataset includes 1782 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019580-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pdx5r
title: Occurrence Download

description: A dataset containing 6748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelea axiflora axiflora"
 ]
}

 The dataset includes 6748 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019581-250827131500795/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.30032482
title: 边坡力学参数互相关随机场

description: 内聚力与内摩擦角互相关系数为-0.2的力学参数随机场
DOI: 10.6084/m9.figshare.30032482.v1
title: 边坡力学参数互相关随机场

description: 内聚力与内摩擦角互相关系数为-0.2的力学参数随机场
DOI: 10.18126/06wx-2589
title: Molar Mass Dependent Partitioning of Polyethylene in Nanopores of Model Catalyst Supports from Small Angle Neutron Scattering Data
DOI: 10.5281/zenodo.16894894
title: Data for "Observation of terahertz spin-Hall magnetoresistance in the model system Y3Fe5O12|Pt"

description: This archive contains data presented in individual figures in the paper titled "Observation of terahertz spin-Hall magnetoresistance in the model system Y3Fe5O12|Pt"

The data are stored in Excel (.xlsx) file, which can be opened in the open source software (ex. Libre Office). Tab names correspond to the figure numbers, or their parts, as they appear in the paper.
DOI: 10.5281/zenodo.16894895
title: Data for "Observation of terahertz spin-Hall magnetoresistance in the model system Y3Fe5O12|Pt"

description: This archive contains data presented in individual figures in the paper titled "Observation of terahertz spin-Hall magnetoresistance in the model system Y3Fe5O12|Pt"

The data are stored in Excel (.xlsx) file, which can be opened in the open source software (ex. Libre Office). Tab names correspond to the figure numbers, or their parts, as they appear in the paper.
DOI: 10.5281/zenodo.17038323
title: Data and script for "Decomposing Shadow Prices under Climate-Driven Growth Scenarios: Insights from an Elk Herd Case Study"

description: This repository contains the data and annotated R script supporting the analyses in the manuscript “Decomposing Shadow Prices under Climate-Driven Growth Scenarios: Insights from an Elk Herd Case Study”

Contents include:

- data/: processed datasets used in the analyses.

- NatCap_annotated_script_for_NRM.R: an annotated R script to reproduce the main results/figures.

- README.md: documentation describing the dataset structure, variables, and instructions for running the analysis.

- LICENSE: terms of use for the dataset and code.

Users can load the datasets and script directly in R to replicate study outputs.
DOI: 10.5281/zenodo.17038324
title: Data and script for "Decomposing Shadow Prices under Climate-Driven Growth Scenarios: Insights from an Elk Herd Case Study"

description: This repository contains the data and annotated R script supporting the analyses in the manuscript “Decomposing Shadow Prices under Climate-Driven Growth Scenarios: Insights from an Elk Herd Case Study”

Contents include:

- data/: processed datasets used in the analyses.

- NatCap_annotated_script_for_NRM.R: an annotated R script to reproduce the main results/figures.

- README.md: documentation describing the dataset structure, variables, and instructions for running the analysis.

- LICENSE: terms of use for the dataset and code.

Users can load the datasets and script directly in R to replicate study outputs.
DOI: 10.15468/dl.znh3th
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepomis macrochirus, Micropterus dolomieu, Chetia brevis, Oreochromis andersonii, Serranochromis robustus, Tilapia sparrmanii, Amphilius uranoscopus, Clarias ngamensis, Clarias theodorae, Synodontis zambezensis, Protopterus annectens, Coptodon rendalli, Engraulicypris gariepinus, Lacustricola katangae, Lacustricola myaposae, Micropterus floridanus, Amphilius natalensis, Anguilla mossambica, Chetia flaviventris, Anguilla bengalensis, Anguilla marmorata, Brycinus lateralis, Enteromius gurneyi, Labeobarbus kimberleyensis, Opsaridium peringueyi, Salmo trutta, Pseudobarbus trevelyani, Pseudobarbus serra, Coptodon zillii, Labeobarbus seeberi, Barbus hospes, Pangasius sanitwongsei, Poecilia reticulata, Pseudobarbus afer, Pterygoplichthys disjunctivus, Salmo salar, Pseudobarbus calidus, Pseudobarbus erubescens, Serranochromis jallae, Pseudobarbus burchelli, Glossogobius callidus, Enteromius mandelai, Pseudomyxus capensis, Myxus capensis, Ambassis gymnocephalus, Ambassis productus, Sedercypris calidus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 853 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019582-250827131500795/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.30032497
title: Netadados_CileneFreitas _20240140569

description: Atividade desenvolvida no âmbito da disciplina Tecnologia da Informação I, do Curso de Arquivologia da Universidade Federal da Paraíba que consiste em depositar o documento no repositório Figshare, gerando um DOI (Digital Object Identifier) para assegurar a rastreabilidade, autenticidade e visibilidade do trabalho acadêmico.<br>
DOI: 10.6084/m9.figshare.30032497.v1
title: Netadados_CileneFreitas _20240140569

description: Atividade desenvolvida no âmbito da disciplina Tecnologia da Informação I, do Curso de Arquivologia da Universidade Federal da Paraíba que consiste em depositar o documento no repositório Figshare, gerando um DOI (Digital Object Identifier) para assegurar a rastreabilidade, autenticidade e visibilidade do trabalho acadêmico.<br>
DOI: 10.15468/dl.n67jtg
title: Occurrence Download

description: A dataset containing 863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Uapaca nitida)"
 ]
}

 The dataset includes 863 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019584-250827131500795/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.30032437
title: <b>Association between impaired fasting glucose and adverse outcomes in patients treated with peritoneal dialysis:</b><b> </b><b>A retrospective study from Southern China</b>

description: This is a multicenter dataset from Southern China on glycemic status and adverse outcomes in peritoneal dialysis patients.
DOI: 10.6084/m9.figshare.30032437.v1
title: <b>Association between impaired fasting glucose and adverse outcomes in patients treated with peritoneal dialysis:</b><b> </b><b>A retrospective study from Southern China</b>

description: This is a multicenter dataset from Southern China on glycemic status and adverse outcomes in peritoneal dialysis patients.
DOI: 10.15468/dl.7e82wr
title: Occurrence Download

description: A dataset containing 3803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opisthocomiformes",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3803 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019585-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wddv5w
title: Occurrence Download

description: A dataset containing 6048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Quercus falcata Michx.",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6048 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019546-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhgbsr
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptychadena oxyrhynchus, Ptychadena porosissima, Ptychadena taenioscelis, Pyxicephalus adspersus, Pyxicephalus edulis, Schismaderma carens, Sclerophrys garmani, Sclerophrys capensis, Sclerophrys gutturalis, Sclerophrys pantherina, Sclerophrys pardalis, Sclerophrys poweri, Sclerophrys pusilla, Semnodactylus wealii, Strongylopus bonaespei, Strongylopus fasciatus, Strongylopus grayii, Strongylopus springbokensis, Strongylopus wageri, Tomopterna cryptotis, Tomopterna branchi, Tomopterna delalandii, Tomopterna krugerensis, Tomopterna marmorata, Tomopterna natalensis, Tomopterna tandyi, Vandijkophrynus amatolicus, Vandijkophrynus angusticeps, Vandijkophrynus gariepensis, Vandijkophrynus robinsoni, Xenopus gilli, Xenopus laevis, Xenopus muelleri, Strongylopus merumontanus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 476 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019586-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szsyfb
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soliva sessilis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019587-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha3b4k
title: Occurrence Download

description: A dataset containing 187150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leuciscus leuciscus"
 ]
}

 The dataset includes 187150 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019525-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e237437
title: The political consequences of resource scarcity: Targeted spending in a water-stressed democracy. A replication study of Mahadevan and Shenoy (Journal of Public Economics, 2023).

description: Mahadevan and Shenoy (2023) assesses the use of state influence on funding for welfare programs in West Bengal for political targeting during periods of economic distress. Using a multidimensional regression discontinuity design, the authors find a misallocation of funding for a make-work program to support incumbent majority parties in electoral jurisdictions facing water-stress. This clientelism increased voting shares from farming communities using vote-buying strategies during a period of high unemployment (the dry season). We successfully computationally reproduce their results, and note some potential revisions to the replication packet to improve future replication. Further, we test the robustness replicability of the results through re-analyses modifying the definition of labor allocation, the definition of water-stress, as well as sub-analysis by voter turnout and voter population. We find that extreme water-stress jurisdictions are heavy recipients of reallocated labor, and find that labor is reallocated from part-time to full-time employment through the welfare program. Electoral victories from the ruling party successful implement vote-buying strategies in water-stressed electorates with high voter-turnout and large constituencies. This replication provides support for the internal validity of Mahadevan and Shenoy (2023)’s results and sheds a deeper light into the reallocation of welfare programs during periods of economic disaster.
DOI: 10.3886/e237437v1
title: The political consequences of resource scarcity: Targeted spending in a water-stressed democracy. A replication study of Mahadevan and Shenoy (Journal of Public Economics, 2023).

description: Mahadevan and Shenoy (2023) assesses the use of state influence on funding for welfare programs in West Bengal for political targeting during periods of economic distress. Using a multidimensional regression discontinuity design, the authors find a misallocation of funding for a make-work program to support incumbent majority parties in electoral jurisdictions facing water-stress. This clientelism increased voting shares from farming communities using vote-buying strategies during a period of high unemployment (the dry season). We successfully computationally reproduce their results, and note some potential revisions to the replication packet to improve future replication. Further, we test the robustness replicability of the results through re-analyses modifying the definition of labor allocation, the definition of water-stress, as well as sub-analysis by voter turnout and voter population. We find that extreme water-stress jurisdictions are heavy recipients of reallocated labor, and find that labor is reallocated from part-time to full-time employment through the welfare program. Electoral victories from the ruling party successful implement vote-buying strategies in water-stressed electorates with high voter-turnout and large constituencies. This replication provides support for the internal validity of Mahadevan and Shenoy (2023)’s results and sheds a deeper light into the reallocation of welfare programs during periods of economic disaster.
DOI: 10.6084/m9.figshare.25809002
title: Febuxostat provides renoprotection in patients with hyperuricemia or gout: a systematic review and meta-analysis of randomized controlled trials

description: It is unknown whether febuxostat can delay the progression of kidney dysfunction and reduce kidney endpoint events. The aim was to evaluate the renoprotective effect of febuxostat in patients with hyperuricemia or gout by performing a meta-analysis of randomized controlled trials (RCTs). MEDLINE, Web of science, EMBASE, ClinicalTrials.gov, and the Cochrane Central Register for Randomized Controlled Trials were searched. The main outcomes included kidney events (serum creatinine doubling or progression to end-stage kidney disease or dialysis). The secondary outcomes were the rate of change in the estimated glomerular filtration rate (eGFR) and changes in the urine protein or urine albumin to creatinine ratio from baseline to the end of follow-up. We used random-effects models to calculate the pooled risk estimates and 95% CIs. A total of 16 RCTs were included in the meta-analysis. In comparison with the control group, the patients who received febuxostat showed a reduced risk of kidney events (RR = 0.56, 95% CI 0.37–0.84, <i>p</i> = 0.006) and a slower decline in eGFR (WMD = 0.90 mL/min/1.73 m<sup>2</sup>, 95% CI 0.31–1.48, <i>p</i> = 0.003). The pooled results also revealed that febuxostat use reduced the urine albumin to creatinine ratio (SMD = −0.21, 95% CI −0.41 to −0.01, <i>p</i> = 0.042). Febuxostat use is associated with a reduced risk of kidney events and a slow decline in eGFR. In addition, the urine albumin to creatinine ratio decreased in febuxostat users. Accordingly, it is an effective drug for delaying the progression of kidney function deterioration in patients with gout. <b>Systematic review registration:</b> PROSPERO CRD42021272591