cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29546780
title: Longitudinal Mixed Membership Image-on-Scalar Model

description: Magnetic resonance imaging (MRI) data has been extensively applied in diagnosing and predicting Alzheimer’s disease (AD). However, there has been a notable oversight in addressing individual heterogeneity within longitudinal MRI data. This article introduces a novel modeling framework to elucidate the diverse dynamic patterns inherent in longitudinal imaging data, thereby facilitating a better understanding of individualized AD progression. The framework commences with a basis expansion approach to approximate the longitudinal images. Subsequently, a vector of probability weights is introduced, delineating a subject’s partial membership across clusters. Such partial membership allows the subject’s repeatedly measured imaging data to belong to different clusters. Finally, a nonlinear trajectory model is employed to capture the typical normal aging process and the potential transition from normal to severe stages during the disease course. A Bayesian approach coupled with efficient MCMC algorithms is developed for statistical inference. Extensive simulation results demonstrate the efficacy of the proposed methods in parameter estimation and model selection. The framework is applied to the Alzheimer’s Disease Neuroimaging Initiative (ADNI) dataset, yielding insights into the evolving patterns of brain structures throughout AD progression. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.29546780.v1
title: Longitudinal Mixed Membership Image-on-Scalar Model

description: Magnetic resonance imaging (MRI) data has been extensively applied in diagnosing and predicting Alzheimer’s disease (AD). However, there has been a notable oversight in addressing individual heterogeneity within longitudinal MRI data. This article introduces a novel modeling framework to elucidate the diverse dynamic patterns inherent in longitudinal imaging data, thereby facilitating a better understanding of individualized AD progression. The framework commences with a basis expansion approach to approximate the longitudinal images. Subsequently, a vector of probability weights is introduced, delineating a subject’s partial membership across clusters. Such partial membership allows the subject’s repeatedly measured imaging data to belong to different clusters. Finally, a nonlinear trajectory model is employed to capture the typical normal aging process and the potential transition from normal to severe stages during the disease course. A Bayesian approach coupled with efficient MCMC algorithms is developed for statistical inference. Extensive simulation results demonstrate the efficacy of the proposed methods in parameter estimation and model selection. The framework is applied to the Alzheimer’s Disease Neuroimaging Initiative (ADNI) dataset, yielding insights into the evolving patterns of brain structures throughout AD progression. Supplementary materials for this article are available online.
DOI: 10.5281/zenodo.16922216
title: The HV and IGD values of the four algorithms running 30 times in map A and map B
DOI: 10.5281/zenodo.16922215
title: The HV and IGD values of the four algorithms running 30 times in map A and map B
DOI: 10.6084/m9.figshare.29931650
title: Single-crystal X-ray diffraction study of the incommensurately modulated structure of flamite under high pressure

description: The influence of pressure on the incommensurately modulated structures has been poorly studied to date, particularly on the structures modulated at ambient conditions. Among them is the structure of natural flamite with the general formula (Ca,K,Na)<sub>2</sub>(Si,P)O<sub>4</sub>. The behavior of the incommensurately modulated structure of flamite was studied by single-crystal X-ray diffraction in a diamond-anvil cell up to 5 GPa. The modulation vector of flamite remains constant in the investigated pressure range. In the range up to 2–3 GPa, the atomic modulation parameters in the flamite structure are not sensitive to applied pressure, but at higher pressures, amplitudes of the atomic modulation functions increase. The <i>PV</i>-curve of flamite was fitted with the second-order Birch–Murnaghan equation of state: <i>V</i><sub>0</sub> = 350.8(7) Å<sup>3</sup>, <i>K</i><sub>0</sub> = 85(9) GPa.
DOI: 10.6084/m9.figshare.29931650.v1
title: Single-crystal X-ray diffraction study of the incommensurately modulated structure of flamite under high pressure

description: The influence of pressure on the incommensurately modulated structures has been poorly studied to date, particularly on the structures modulated at ambient conditions. Among them is the structure of natural flamite with the general formula (Ca,K,Na)<sub>2</sub>(Si,P)O<sub>4</sub>. The behavior of the incommensurately modulated structure of flamite was studied by single-crystal X-ray diffraction in a diamond-anvil cell up to 5 GPa. The modulation vector of flamite remains constant in the investigated pressure range. In the range up to 2–3 GPa, the atomic modulation parameters in the flamite structure are not sensitive to applied pressure, but at higher pressures, amplitudes of the atomic modulation functions increase. The <i>PV</i>-curve of flamite was fitted with the second-order Birch–Murnaghan equation of state: <i>V</i><sub>0</sub> = 350.8(7) Å<sup>3</sup>, <i>K</i><sub>0</sub> = 85(9) GPa.
DOI: 10.15468/dl.853fzt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium jambos",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029492-250811113504898/datasets/export for details.
DOI: 10.5066/p1zieh77
title: Data Release: Evaluation of Bayluscide 20% suspension concentrate formulation field performance (Indian River, Schoolcraft County, MI)

description: The sea lamprey, Petromyzon marinus, is a parasitic, invasive fish of the Laurentian Great Lakes. Since the late 1950s, the Great Lakes Fishery Commission has administered a Sea Lamprey Control Program (SLCP) that is executed collaboratively by the United States Fish and Wildlife Service and Fisheries and Oceans Canada. This program relies on two lampricides, TFM (4-nitro-3-[trifluoromethyl]phenol), and Bayluscide, the 2-aminoethanol salt of niclosamide (5-chloro-N-(2-chloro-4-nitrophenyl)-2-hydroxybenzamide). Up to 2% by weight of niclosamide can be combined with TFM to reduce the amount of the more costly TFM lampricide while maintaining selectivity for the target species. Currently, a Bayluscide 20% Emulsifiable Concentrate (EC) is registered for this use; however, it has been associated with equipment degradation, clogging, cleanup difficulty, and worker safety concerns. To address these shortcomings, a new Bayluscide 20% Suspension Concentrate (SC) formulation has been developed as a potential replacement. In this study, a field performance evaluation was conducted on the Indian River (Schoolcraft County, MI) to assess the compatibility of Bayluscide 20% SC with SLCP application procedures and equipment, and to evaluate lampricide concentration profiles when Bayluscide 20% SC is applied alone and in combination with TFM. Here in, we report the data collected in the first field test to provide evidence to support the pesticide registration of the Bayluscide 20% SC formulation. Bayluscide 20% SC was compatible with SLCP application procedures and equipment. Bayluscide 20% SC had a uniform and consistent concentration profile for the duration of the treatment, both alone and in combination with TFM. These findings provide evidence to support the pesticide registration of the Bayluscide 20% SC formulation.

Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
DOI: 10.15468/dl.rb4x9f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus tshawytscha",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029493-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16922139
title: Conjunto de datos meteorológicos y evapotranspiración de referencia (ET₀_PM) para la agricultura de precisión en el noroeste semiárido de México (2020–2024)

description: Origen de los datos

El conjunto de datos se construyó a partir de registros meteorológicos diarios obtenidos del servicio NASA POWER v8 (Prediction of Worldwide Energy Resources), utilizando la interfaz “AG” (Agriculture), la cual está diseñada para aplicaciones agroclimáticas y validada en estudios internacionales.





Periodo de observación: del 1 de enero de 2020 al 31 de julio de 2024.




Ubicación del sitio agrícola: Ejido El Tajito, municipio de Guasave, Sinaloa, México (25°39′18″ N, 108°38′14″ W).




Extensión del área: 8.01 hectáreas, bajo riego por goteo.




Variable de referencia: Evapotranspiración de referencia calculada mediante la ecuación de Penman–Monteith (ET₀_PM), provista directamente por NASA POWER.





Variables meteorológicas incluidas

Se descargaron y procesaron las siguientes variables climáticas con resolución diaria:





Temperatura máxima, mínima y media (°C)




Humedad relativa (%)




Precipitación corregida (mm)




Velocidad del viento a 2 m (m s⁻¹)




Radiación solar de onda corta descendente (W m⁻²)




Radiación de onda larga descendente (W m⁻²)




Presión atmosférica (kPa)




Temperatura de punto de rocío (°C)



Variables derivadas para análisis:





Déficit de presión de vapor (VPD, kPa)




Grados día de crecimiento (GDD, °C·día)





Tamaño y consistencia





Número total de observaciones: 1,827 días consecutivos.




Formato original: JSON → convertido a pandas DataFrame.




Tratamiento de valores faltantes: imputación por interpolación temporal lineal.




Limpieza: aplicación de rangos físicamente plausibles para clima semiárido (ejemplo: Tmedia entre –5 °C y 45 °C; HR entre 10% y 100%).




Resultado: dataset homogéneo y autoconsistente, listo para análisis y entrenamiento de modelos.





Potencial de uso

Este dataset representa una serie temporal multivariable con resolución diaria, idónea para:





Modelado de evapotranspiración de referencia con técnicas de inteligencia artificial (ML/DL).




Estudios de programación de riego en agricultura de precisión.




Evaluaciones de impacto climático en zonas semiáridas de México.




Validación cruzada con datos de campo o estaciones meteorológicas locales.
DOI: 10.5281/zenodo.16922140
title: Conjunto de datos meteorológicos y evapotranspiración de referencia (ET₀_PM) para la agricultura de precisión en el noroeste semiárido de México (2020–2024)

description: Origen de los datos

El conjunto de datos se construyó a partir de registros meteorológicos diarios obtenidos del servicio NASA POWER v8 (Prediction of Worldwide Energy Resources), utilizando la interfaz “AG” (Agriculture), la cual está diseñada para aplicaciones agroclimáticas y validada en estudios internacionales.





Periodo de observación: del 1 de enero de 2020 al 31 de julio de 2024.




Ubicación del sitio agrícola: Ejido El Tajito, municipio de Guasave, Sinaloa, México (25°39′18″ N, 108°38′14″ W).




Extensión del área: 8.01 hectáreas, bajo riego por goteo.




Variable de referencia: Evapotranspiración de referencia calculada mediante la ecuación de Penman–Monteith (ET₀_PM), provista directamente por NASA POWER.





Variables meteorológicas incluidas

Se descargaron y procesaron las siguientes variables climáticas con resolución diaria:





Temperatura máxima, mínima y media (°C)




Humedad relativa (%)




Precipitación corregida (mm)




Velocidad del viento a 2 m (m s⁻¹)




Radiación solar de onda corta descendente (W m⁻²)




Radiación de onda larga descendente (W m⁻²)




Presión atmosférica (kPa)




Temperatura de punto de rocío (°C)



Variables derivadas para análisis:





Déficit de presión de vapor (VPD, kPa)




Grados día de crecimiento (GDD, °C·día)





Tamaño y consistencia





Número total de observaciones: 1,827 días consecutivos.




Formato original: JSON → convertido a pandas DataFrame.




Tratamiento de valores faltantes: imputación por interpolación temporal lineal.




Limpieza: aplicación de rangos físicamente plausibles para clima semiárido (ejemplo: Tmedia entre –5 °C y 45 °C; HR entre 10% y 100%).




Resultado: dataset homogéneo y autoconsistente, listo para análisis y entrenamiento de modelos.





Potencial de uso

Este dataset representa una serie temporal multivariable con resolución diaria, idónea para:





Modelado de evapotranspiración de referencia con técnicas de inteligencia artificial (ML/DL).




Estudios de programación de riego en agricultura de precisión.




Evaluaciones de impacto climático en zonas semiáridas de México.




Validación cruzada con datos de campo o estaciones meteorológicas locales.
DOI: 10.15468/dl.bp6247
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-53.4411 -19.77714,-52.27248 -19.77714,-52.27248 -18.62451,-53.4411 -18.62451,-53.4411 -19.77714))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029494-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gudqp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium jambos",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029495-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh5v7k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus tshawytscha",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029496-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgqrpb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029497-250811113504898/datasets/export for details.
DOI: 10.60520/ieda/113995
title: Re-evaluation of ODP Leg 145 Site 887 (Holes A and C) fallout ash beds with core images from the section-half image logger (SHIL)

description: The dataset comprises a list and images of fallout ash bed and graded turbidite deposits of ODP Leg 145 Site 887 (Holes A and C), which were compiled from new core images made by the section-half image logger (SHIL) in 2025 in the Gulf Coast Repository, College Station, TX.
description: Stone et al. (2025) Does Climate Modulate Explosive Arc Volcanism? Re-Examining Pliocene-Pleistocene Distribution of Fallout Ashes at ODP Site 887, Northeast Pacific Ocean. AGU Fall Meeting 2025, New Orleans, submitted
DOI: 10.6084/m9.figshare.29885930.v11
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.15468/dl.bhnrnj
title: Occurrence Download

description: A dataset containing 983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus tshawytscha",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 983 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029499-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px57mf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029498-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16744276
title: Sedimentary architecture of the Stimson Formation at the Naukluft plateau, Gale crater, Mars

description: Abstract:

Sedimentary architecture and texture can be used to reconstruct the palaeoenvironment under which the sediment accumulated. On Mars palaeoenvironmental reconstructions can be used to understand the ancient Martian atmospheric circulation, surface sedimentary processes, and presence of water to provide insight into ancient habitability and climate evolution. Exploration of the Naukluft plateau, Gale crater, by the MSL rover Curiosity yielded evidence of aeolian dunes within the strata, and that the Stimson formation unconformably overlies the older lacustrine Murray formation. Analysis of the strata unveiled a hierarchy of bounding surfaces forming compound cross-bedding, indicating two scales of bedform: primary dunes (draa) and superimposed dunes. Cross-set dip-azimuth indicate a broad the sediment transport direction toward the north, aligning with a north or north-east transport direction of previous work . Paired with textural analysis, the outcrops of Naukluft plateau are interpreted to have formed within the central section of a large, dry aeolian dune field. Concretions, veins and alteration halos, all formed by diagenesis or fracturing associated with sub-surface fluids, that coincide with the lithification of the Stimson formation. This hints toward extended presence of water within Gale crater, but at a much lower abundance than earlier in the crater fill sequence. The unconformity demarks a large climatic transition from the lacustrine Murray formation to dry aeolian Stimson formation, that reflects long-term drying of the environmnent. Such observations enhance the understanding of the ancient Martian environment, allowing reconstructions of atmospheric conditions, climate and habitability on a regional scale.
DOI: 10.5281/zenodo.16744277
title: Sedimentary architecture of the Stimson Formation at the Naukluft plateau, Gale crater, Mars

description: Abstract:

Sedimentary architecture and texture can be used to reconstruct the palaeoenvironment under which the sediment accumulated. On Mars palaeoenvironmental reconstructions can be used to understand the ancient Martian atmospheric circulation, surface sedimentary processes, and presence of water to provide insight into ancient habitability and climate evolution. Exploration of the Naukluft plateau, Gale crater, by the MSL rover Curiosity yielded evidence of aeolian dunes within the strata, and that the Stimson formation unconformably overlies the older lacustrine Murray formation. Analysis of the strata unveiled a hierarchy of bounding surfaces forming compound cross-bedding, indicating two scales of bedform: primary dunes (draa) and superimposed dunes. Cross-set dip-azimuth indicate a broad the sediment transport direction toward the north, aligning with a north or north-east transport direction of previous work . Paired with textural analysis, the outcrops of Naukluft plateau are interpreted to have formed within the central section of a large, dry aeolian dune field. Concretions, veins and alteration halos, all formed by diagenesis or fracturing associated with sub-surface fluids, that coincide with the lithification of the Stimson formation. This hints toward extended presence of water within Gale crater, but at a much lower abundance than earlier in the crater fill sequence. The unconformity demarks a large climatic transition from the lacustrine Murray formation to dry aeolian Stimson formation, that reflects long-term drying of the environmnent. Such observations enhance the understanding of the ancient Martian environment, allowing reconstructions of atmospheric conditions, climate and habitability on a regional scale.
DOI: 10.15468/dl.ycrx42
title: Occurrence Download

description: A dataset containing 12321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Karpatiosorbus"
 ]
}

 The dataset includes 12321 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029500-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6dw9p
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029502-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4th4ea
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029501-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mpk7cg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029503-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16922224
title: Table 1 in Bumblebee assemblages (Hymenoptera, Apidae) of ruderal habitats in the Kola Peninsula, NW Russia

description: Table 1. Description of the study localities.
CodeAreaCoordinatesHabitatsFood plantsIPechenga Settlement69º28΄50.9˝N 31º07΄21.0˝EClover meadow-like fieldTrifolium repens L., T. pratense L., Cirsium arvense (L.) Scop., Scorzoneroides autumnalis (L.) Moench.IIMagnetity Station68º41΄05.6˝N 33º07΄55.6˝ERoadside with clover and willow-herbChamerion angustifolium (L.) Holub, T. repens L.IIIOlenegorsk Town68º07΄40.3˝N 33º17΄25.8˝EClover meadow-like fieldT. repens L., T. pratense L.IVApatity Town67º34΄39.2˝N 33º21΄18.3˝EClover meadow-like fieldT. repens L., T. pratense L., C. angustifolium (L.) Holub.
description: Published as part of Potapov, Grigory S., Kolosova, Yulia S. & Kondakov, Alexander V., 2015, Bumblebee assemblages (Hymenoptera, Apidae) of ruderal habitats in the Kola Peninsula, NW Russia, pp. 4 in Fauna norvegica 35 on page 4, DOI: 10.5324/fn.v35i0.1837, http://zenodo.org/record/16906827