cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qg3saz
title: Occurrence Download

description: A dataset containing 967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonoidis porteri (Rothschild, 1903)"
 ]
}

 The dataset includes 967 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004437-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d7hj9pdy32.1
title: Design of a pyrolysis system and the characteristics of biochar produced from selected agricultural wastes

description: These data highlights the design and drawing of a small scale pyrolysis system followed by the data on the characteristics of biochar produced from coconut shells, carambola pruning and mango pruning. The study was conducted in Malaysia that aims for a small scale farmer's application.
DOI: 10.17632/d7hj9pdy32.2
title: Design of a pyrolysis system and the characteristics of biochar produced from selected agricultural wastes

description: These data highlights the design and drawing of a small scale pyrolysis system followed by the data on the characteristics of biochar produced from coconut shells, carambola pruning and mango pruning. The study was conducted in Malaysia that aims for a small scale farmer's application.
DOI: 10.17632/knvrx28bs9.2
title: PRESENCIA DE ESPORAS DE HONGOS MICORRÍZICOS ARBUSCULARES EN CULTIVOS DE YUCA Y FRIJOL EN LA REGIÓN DEL CARIBE DE COLOMBIA

description: Los hongos micorrízicos arbusculares junto a otros organismos microscópicos que se desarrollan en el suelos poseen actividades funcionales al generar comunidad simbiótica con las plantas a través de su raíces le aporta sustancias de interés a la misma utilizada para mejorar su desarrollo, protegerse de condiciones medioambiental adversa así mismo como proporcionarle a los microorganismos exudados con nutriente que le aportan a su crecimiento y desarrollo es decir son acciones en doble vía para mantener su supervivencia en el mismo entorno. 
Las muestras de suelo fueron obtenidas en el Caribe de Colombia donde previamente se había cosechado yuca y frijol, de este terreno se tomaron muestras a 25cm de profundidad en 12 puntos en un área de 12 X 6 m2 de donde se obtuvo 2000g de suelo, se traslado hacia la universidad en el laboratorio se sometió a proceso de tamizado, cuarteado, lavado y desinfectado para posteriormente ser cultivadas en vitroplantas micropropagadas para extraérsele el material genético que posteriormente se aplicaría una técnica de digestión enzimática para lograr la identificación de género y especies.
DOI: 10.5281/zenodo.6405234
title: Transport-Energy Database: Laos

description: This Transport-Energy Database (TED) covers technology, energy demand and policies relating to the transport-energy system in Laos. This Transport-Energy Database (TED) was compiled by Latsayakone Pholsena funded by the Climate Compatible Growth (CCG) programme. Data sources are linked where possible.


This dataset was compiled as part of the CCG programme for future work in constructing transport-energy decarbonisation narratives for partner countries, including Laos.
DOI: 10.5281/zenodo.6405235
title: Transport-Energy Database: Laos

description: This Transport-Energy Database (TED) covers technology, energy demand and policies relating to the transport-energy system in Laos. This Transport-Energy Database (TED) was compiled by Latsayakone Pholsena funded by the Climate Compatible Growth (CCG) programme. Data sources are linked where possible.


This dataset was compiled as part of the CCG programme for future work in constructing transport-energy decarbonisation narratives for partner countries, including Laos.
DOI: 10.17632/knvrx28bs9
title: PRESENCIA DE ESPORAS DE HONGOS MICORRÍZICOS ARBUSCULARES EN CULTIVOS DE YUCA Y FRIJOL EN LA REGIÓN DEL CARIBE DE COLOMBIA

description: Los hongos micorrízicos arbusculares junto a otros organismos microscópicos que se desarrollan en el suelos poseen actividades funcionales al generar comunidad simbiótica con las plantas a través de su raíces le aporta sustancias de interés a la misma utilizada para mejorar su desarrollo, protegerse de condiciones medioambiental adversa así mismo como proporcionarle a los microorganismos exudados con nutriente que le aportan a su crecimiento y desarrollo es decir son acciones en doble vía para mantener su supervivencia en el mismo entorno. 
Las muestras de suelo fueron obtenidas en el Caribe de Colombia donde previamente se había cosechado yuca y frijol, de este terreno se tomaron muestras a 25cm de profundidad en 12 puntos en un área de 12 X 6 m2 de donde se obtuvo 2000g de suelo, se traslado hacia la universidad en el laboratorio se sometió a proceso de tamizado, cuarteado, lavado y desinfectado para posteriormente ser cultivadas en vitroplantas micropropagadas para extraérsele el material genético que posteriormente se aplicaría una técnica de digestión enzimática para lograr la identificación de género y especies.
DOI: 10.17632/knvrx28bs9.1
title: PRESENCIA DE ESPORAS DE HONGOS MICORRÍZICOS ARBUSCULARES EN CULTIVOS DE YUCA Y FRIJOL EN LA REGIÓN DEL CARIBE DE COLOMBIA

description: Los hongos micorrízicos arbusculares junto a otros organismos microscópicos que se desarrollan en el suelos poseen actividades funcionales al generar comunidad simbiótica con las plantas a través de su raíces le aporta sustancias de interés a la misma utilizada para mejorar su desarrollo, protegerse de condiciones medioambiental adversa así mismo como proporcionarle a los microorganismos exudados con nutriente que le aportan a su crecimiento y desarrollo es decir son acciones en doble vía para mantener su supervivencia en el mismo entorno. 
Las muestras de suelo fueron obtenidas en el Caribe de Colombia donde previamente se había cosechado yuca y frijol, de este terreno se tomaron muestras a 25cm de profundidad en 12 puntos en un área de 12 X 6 m2 de donde se obtuvo 2000g de suelo, se traslado hacia la universidad en el laboratorio se sometió a proceso de tamizado, cuarteado, lavado y desinfectado para posteriormente ser cultivadas en vitroplantas micropropagadas para extraérsele el material genético que posteriormente se aplicaría una técnica de digestión enzimática para lograr la identificación de género y especies.
DOI: 10.17632/8cmv2tk5gr.1
title: Stoichiometry of carbon, nitrogen, and phosphorus in soil: impacts of soil development and land use at the watershed scale
DOI: 10.17632/b6t3pgd5yd.1
title: Ingrown nail correction device using 3D-printed thermoplastic polyurethane and nickel-titanium shape memory alloy

description: CAD image, product, installation photo of Ingrowing nail correction device
DOI: 10.17632/bbw7jz3ffn.1
title: Bore and solitary wave impact on a partially immersed body

description: These files contain the results of a numerical simulation of the impact of a vertical bore and a solitary wave on a partially immersed and fixed body. The simulation was performed using one-dimensional shallow water models of the first and the second long-wave approximations. The simplest formulation of the problem is considered when the interaction process does not depend on one of the horizontal coordinates, the bottom of the water basin and the bottom of the body are considered horizontal and its side edges are vertical. The dimensionless results of the calculations of the maximum runups on the front ("Rl/h") and back ("Rr/h") sides of the body, horizontal ("FH/(rgh^2)") and vertical ("FV/(rgh^2)") components of the total wave force as a function of the length ("L/h") and the submergence ("d/h") of the body and the amplitude of the incoming wave ("a/h") are presented, where "h" is the depth of the basin, "r" is the fluid density, "g" is constant gravity acceleration.
DOI: 10.17632/vmm226mz6y.1
title: IN2SIGHT_DES_UNIMIB_In vivo label-free tissue histology on chicken embryo_part2

description: This is the second part of the dataset contains the data used for the publication Conci, L. Sironi, E. Jacchetti, D. Panzeri, D. Inverso, R. Martinez-Vazquez, R. Osellame, M. Collini, G. Cerullo, G. Chirico, and M.T. Raimondi, “In vivo label-free tissue histology through a microstructured imaging window. ,” APL Bioeng. accepted november 2023. The detailed description of the contents can be found in the file "Dataset_chickenEmbyo.docx", readable with Word or equivalent. In brief, the whole dataset contains 6 folders, each with a set of data taken either on histological sections, stained with H&E, or in vivo in chicken Embryos with fluorescence optical microscopy, either confocal or two-photon excitation. Two folders are in the part 1 of this data set. The remaining 4 folders can be found here.
DOI: 10.5281/zenodo.14698226
title: Pacific oysters, training and validataion dataset (prior 2025)
DOI: 10.5281/zenodo.14698227
title: Pacific oysters, training and validataion dataset (prior 2025)
DOI: 10.17632/94pxtywr6x.1
title: Multispectral images, IoT data to estimate foliar nitrogen in Pineapple crops

description: This repository hosts a portion of the data used in the article titled "Machine Learning for the estimation of foliar nitrogen content in pineapple crops using multispectral images and Internet of Things (IoT) platforms." Within this repository, the following elements pertain to the initial sampling date of June 30, 2022:

Multispectral Images: Images captured on this date, organized by Blocks and treatments.
Ecological Factors Data: Information detailing ecological factors recorded on this date.
Vegetation Index Statistics Data Set: A dataset encompassing statistical measures of vegetation indices.
Python Notebook: A Python Notebook file containing codes and explanations utilized for radiometric calibration, image alignment, vegetation index computation, and the requisite data for Machine Learning model implementation, inclusive of the corresponding results.
These resources constitute an integral part of the research, facilitating access to valuable data and information employed in the study. It should be noted that the information presented here is exclusively intended for academic purposes and should not be employed for any other purpose.
DOI: 10.5281/zenodo.14699816
title: Advanced AI Techniques for Landslide Susceptibility Mapping and Spatial Prediction: A Case Study in Medellín, Colombia

description: Landslides, a global phenomenon, significantly impact economies and societies, especially in densely populated areas. Effective mitigation requires awareness of landslide risks, yet temporal links between occurrences are often neglected, challenging model performance due to nonstationary triggering and predisposing factors. This study presents a novel landslide susceptibility model that incorporates spatial and temporal dependencies, including landslide recurrence. We applied AI models—Naive Bayes, Linear Discriminant Analysis, Quadratic Discriminant Analysis, Decision Trees, Random Forest, and Support Vector Machine (SVM)—to a case study in Medellín, a mountainous city in northwest Colombia. Using heuristic methods, we evaluated geological and geomorphological characteristics to identify high-risk areas. Integrating temporal data from four consecutive periods allowed us to enhance estimation robustness by incorporating random effects. Our findings identify slope, stream distance, geology, geomorphology, and mean annual precipitation as key factors influencing landslide susceptibility in Medellín. The SVM model demonstrated superior performance with an accuracy of 85%, closely aligning with previous studies. This research underscores the importance of temporal dynamics in landslide susceptibility assessments, improving prediction accuracy and supporting more effective risk management.
DOI: 10.5281/zenodo.14699817
title: Advanced AI Techniques for Landslide Susceptibility Mapping and Spatial Prediction: A Case Study in Medellín, Colombia

description: Landslides, a global phenomenon, significantly impact economies and societies, especially in densely populated areas. Effective mitigation requires awareness of landslide risks, yet temporal links between occurrences are often neglected, challenging model performance due to nonstationary triggering and predisposing factors. This study presents a novel landslide susceptibility model that incorporates spatial and temporal dependencies, including landslide recurrence. We applied AI models—Naive Bayes, Linear Discriminant Analysis, Quadratic Discriminant Analysis, Decision Trees, Random Forest, and Support Vector Machine (SVM)—to a case study in Medellín, a mountainous city in northwest Colombia. Using heuristic methods, we evaluated geological and geomorphological characteristics to identify high-risk areas. Integrating temporal data from four consecutive periods allowed us to enhance estimation robustness by incorporating random effects. Our findings identify slope, stream distance, geology, geomorphology, and mean annual precipitation as key factors influencing landslide susceptibility in Medellín. The SVM model demonstrated superior performance with an accuracy of 85%, closely aligning with previous studies. This research underscores the importance of temporal dynamics in landslide susceptibility assessments, improving prediction accuracy and supporting more effective risk management.
DOI: 10.17632/ms94f4hz35.1
title: A convenient model of serum-induced reactivity of human astrocytes to investigate astrocyte-derived extracellular vesicles

description: Original data for white et al 2024 paper: "A convenient model of serum-induced reactivity of human astrocytes to investigate astrocyte-derived extracellular vesicles"
DOI: 10.17632/jp7y9xphtx.1
title: Data associated with Substrate Sequence Controls Regioselectivity of Lanthionine Formation by ProcM J. Am. Chem. Soc. 2021 143:18733; doi: 10.1021/jacs.1c09370

description: Data associated with Figures 3 and 7 and Supporting Information Figs. S2-S12, S28 and S30 of J. Am. Chem. Soc. 2021 143:18733; doi: 10.1021/jacs.1c09370
DOI: 10.5281/zenodo.12579440
title: Files for review

description: These are files to replicate all analyses in our submitted MS:

A data file in xlsx format.

A phylogeny in nexus format.

An R code for analyses.
DOI: 10.5281/zenodo.13739867
title: Data for "Completing the speciation cycle: Ecological niches and traits predict local species coexistence in birds across the globe"

description: These are files to replicate all analyses in our article:

A data file in xlsx format.

A phylogeny in nexus format.

An R code for analyses.
DOI: 10.17632/ttcfrznmcc.1
title: Efecto de la distracción con realidad virtual en el dolor por venopunción en niños de urgencias

description: Los datos aquí descritos integran la información del estudio experimental aleatorizado sin cegamiento que usó la distracción como intervención de enfermería en el servicio de urgencias de una institución de IV nivel durante 2022 y 2023 en Bogotá, la muestra fue de 46 niños y adolescentes entre 7 y 14 años con indicación de canalización venosa El tamaño de muestra se calculó con un error tipo I de 5% y un poder del 80%, 23 experimentales y 23 controles. La asignación fue aleatoria.
La variable dependiente de dolor fue medido antes, durante y después de la venopunción con la Escala visual analógica (EVA) numérica para el dolor en grupo intervención y grupo control. La intervención fue el uso de la distracción visual (realidad virtual) mediante el uso de un visor “Samsung Gear VR”6 que permite disfrutar de contenido 2D, 3D y de 360 grados al conectarlo con un dispositivo móvil. En el dispositivo de realidad virtual se uso el juego “Sky Night”, de uso libre y gratuito para dispositivos Android, no ha sido estudiado, ni se ha demostrado su efecto en el control del dolor cuando se usa en visor de realidad virtual en niños. 
Los hallazgos del estudio permitieron comprender cuatro resultados: primero, la muestra estuvo conformada por niños y adolescentes con una edad media de 11.2 DE (3.5) años, 60% mujeres, acompañados en un 76% por la mamá. Los participantes fueron canalizados con mayor frecuencia 65% en el dorso de la mano. El tiempo de experticia del enfermero quien realizo el procedimiento tuvo una media de 7.58 DE (7.25) meses. La duración del proceso de venopunción general fue en promedio de 11.3 DE (13.0) minutos. 
Segundo, sobre el efecto de la realidad virtual en las constantes vitales: frecuencia cardiaca, tensión arterial, frecuencia respiratoria, y saturación de oxígeno, medidos antes y después de la intervención durante el proceso de venopunción, el grupo de intervención comparado con el grupo control, no presentó diferencias estadísticamente significativas.
Tercero, sobre el efecto de la realidad virtual en el control del dolor en el proceso de venopunción, se observó diferencias entre el grupo de intervención y control antes del procedimiento P=0.039, pero no se observan diferencias posteriores al procedimiento de venopunción . 
Cuarto, sobre las variables relacionadas al dolor. Se encontró que la frecuencia cardiaca, frecuencia respiratoria, saturación de oxígeno y tensión arterial antes y durante el procedimiento fueron un marcador importante cuando se habla de dolor durante el proceso de venopunción en niños y adolescentes. Variables como años de experiencia del enfermero, edad del participante y acompañante padre mostraron importancia antes del procedimiento, otras variables como tiempo de venopunción y acompañamiento madre fueron importantes después del procedimiento.
El cuidado de enfermería debe innovar para disminuir el dolor en niños y adolescentes, en este estudio, la distracción no fue completamente inmersiva.
DOI: 10.5281/zenodo.12579439
title: Data for "Completing the speciation cycle: Ecological niches and traits predict local species coexistence in birds across the globe"

description: These are files to replicate all analyses in our article:

A data file in xlsx format.

A phylogeny in nexus format.

An R code for analyses.
DOI: 10.17632/zf4scz7syj.1
title: Leptospira glycosyltransferases - sequences and phylogenies

description: Dataset containing FASTA files with GT2, GT4 and GTnc sequences of selected Leptospira species and serovars analysed to identify genes implicated in LPS biosynthesis. A dataset contains also a NEWICK file with GT2 phylogeny reconstructed with WAG+G algorithm using MEGA11.
DOI: 10.17632/xcp54dhfs6.1
title: Bank failures public data + code

description: This is a dataset for the research on bank failures by Václav Brož and Petr Teplý.
DOI: 10.17632/dr9sj5w6hk.1
title: Effects of dietary Sodium Propionate on growth, digestive en-zyme activity and expression of immune system genes in juve-niles of Tropical gar (Atractosteus tropicus)

description: Gene expression for intestine and liver of tropical gar (Atractosteus tropicus)
DOI: 10.17632/rzds7z7w5s.1
title: Benchmarking alternative sustainable methods of ammonia-free nitrogen activation to hydrogen cyanide - Simulation Files

description: Simulation files of:
BMA-Degussa Process
Andrussow Process
Formamide Dehydration
Methanol Ammoxidation
Fluohmic Process
Plasma (Acetylene)
Plasma (Methane)
Chemical Looping Ammonia Synthesis
Cyanamide (Frank-Caro Process)
Carbonate Looping
Methane Pyrolysis to HCN
HB-BMA Loop
For the use in the article named "Benchmarking alternative sustainable methods of ammonia-free nitrogen activation to hydrogen cyanide"
DOI: 10.17632/546hsym93p.3
title: Geoengineering on Twitter

description: Raw Twitter interaction data (Twitter IDs) without user annotations. Collected via Twitter's v2API and processed for the iScience, Cell Press paper: Conspiracy spillover and geoengineering.
DOI: 10.17632/bfjxsnj5h8.1
title: Early-life glucocorticoids accelerate lymphocyte count senescence in roe deer

description: The current dataset has been obtained from a longitudinal survey as part of a Capture-Mark-Recapture program taking place in two french wild roe deer (<i>Capreolus capreolus</i>) populations since almost 50 years. 

We used these longitudinal data to test whether higher baseline GC levels measured within the first year of life were associated with a more pronounced immunosenescence and parasite susceptibility. We first assessed immunosenescence trajectories in these populations facing contrasting environmental conditions. Then, we found that juvenile GC levels can modulate lymphocyte trajectory. Lymphocyte depletion was accelerated late in life when FGMs were elevated early in life. Although the exact mechanism remains to be elucidated it could involve a role of GCs on thymic characteristics. In addition, elevated GC levels in juveniles were associated with a higher abundance of lung parasites during adulthood for individuals born during bad years, suggesting short-term negative effects of GCs on juvenile immunity, having in turn long-lasting consequences on adult parasite load, depending on juvenile environmental conditions. These findings offer promising research directions in assessing the carry-over consequences of GCs on life-history traits in the wild.
DOI: 10.17632/54cf564b9h.1
title: Potter, Bassi, & Runyan 2024 - Part 2 of 2

description: In this study, we virally labeled somatostatin-expressing neurons with the fluorophore mCherry, parvalbumin-expressing neurons with the fluorophore tdTomato, and all neurons with the calcium indicator GCaMP6f. This was done in the posterior parietal cortex (PPC) of SOM-Flp x PV-Cre mice. We imaged the spike-related calcium activity of these neurons, and used their excitation spectra to identify them post hoc. The data posted includes 3 of 7 mice, and dated imaging sessions for each mouse.
DOI: 10.17632/xr38s95sm9.2
title: FusionCalibDatasets_test

description: This is one of the experimental data of the FusionCalib method of single-node calibration for roadside integrated radar camera fusion sensor. It includes:
1. Raw data: output.avi (from monocular camera); radarTrack.npy (from 4D millimeter-wave radar); lidarPcl.npy (from 16-line LiDAR).
2. Config file: config
3. Vehicle bottom detections: output-bottom.npy
4. Vehicle bottom pixel trajectories: output-ByteTrack.npy
5. All 3D positions of vehicle bottom: PlanePoint.npy
6. Calibration results: res

You can read .npy files using python code:
``
import numpy as np
data=np.load('.npy',allow_pickle=True)
``
Other files are for the compared method described in our paper.
DOI: 10.17632/74xf64m34r.1
title: Windowed hypergraph Fourier transform and vertex-frequency representation

description: Python implementation related to the paper Windowed Hypergraph Fourier Transform and Vertex frequency Representation (https://doi.org/10.1016/j.sigpro.2024.109538).

Originally compiled in Spyder using Anaconda3-2021.11 software (https://repo.anaconda.com/archive/)

GitHub repository (https://github.com/AlcebiadesDalColJunior/Windowed-Hypergraph-Fourier-Transform-and-Vertex-frequency-Representation)

Code Ocean capsule (https://codeocean.com/capsule/2897183/tree)
DOI: 10.17632/5d8ygb5d97.1
title: Karataş_Hicran_Qualitative_interviews_with_dialysis_patients_waiting_for_cadaveric_organ_donation

description: Qualitative semi-structured interviews with hemo-dialysis patients waiting for organ donation
DOI: 10.17632/ygbg8drnbg.1
title: Organ_Procurement_Coordinators_Qualitative_Interviews

description: To understand the cultural reasons for insufficient cadaveric organ donation, we designed qualitative research to interview all social actors involved in cadaveric organ donation: Organ procurement coordinators, recipients, donor families, transplant surgeons, clergy members, etc. During our fieldwork from August 15, 2022, to October 15, 2023, we conducted interviews with 30 coordinators.The structured interviews with coordinators (n=18) based in organ transplant centers were conducted face-to-face, whereas those from peripheral hospitals (n=12) were interviewed online. All interviews were recorded in audio format and transcribed using Transcriptor. Each audio recording was carefully listened to for necessary corrections. Authors meticulously review transcripts, aligning interview questions with corresponding answers to identify cohesive data segments.