cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/52z24w5jmb.1
title: How well do biophysical models characterise the thermal energetics of small invasive passerines: a case study on common waxbills

description: This contains the original Excel files and R scripts used to generate the analyses and figures presented in the manuscript "How well do biophysical models characterise the thermal energetics of small invasive passerines: a case study on common waxbills". It includes four scripts, which used NicheMapR to predict the energy expenditure (EE) and thermoneutral zone (TNZ) of common waxbills, as well as to conduct sensitivity analysis of these predictions. 

The Excel files contain the raw data used in the analysis, including measurements of metabolic rates (BMR, RMR and TNZ), body masses before and after the 73-hour experiment, the gross energy content of food and bird excreta from the 73-hour experiment, environmental temperatures during the 73-hour experiment, and morphological measurements of common waxbills from museum specimens.
DOI: 10.17632/52z24w5jmb.2
title: How well do biophysical models characterise the thermal energetics of small invasive passerines: a case study on common waxbills

description: This contains the original Excel files and R scripts used to generate the analyses and figures presented in the manuscript "How well do biophysical models characterise the thermal energetics of small invasive passerines: a case study on common waxbills". It includes four scripts, which used NicheMapR to predict the energy expenditure (EE) and thermoneutral zone (TNZ) of common waxbills, as well as to conduct sensitivity analysis of these predictions. 

The Excel files contain the raw data used in the analysis, including measurements of metabolic rates (summer and autumn BMR, RMR and TNZ), body masses before and after the 73-hour experiment, the gross energy content of food and bird excreta from the 73-hour experiment, environmental temperatures during the 73-hour experiment, and morphological measurements of common waxbills from museum specimens.
DOI: 10.17632/n4tfmdd8js.1
title: Czech Universities SM Data 2022

description: The conducted research aims to describe the posting practices and selected engagement metrics of the Facebook and Instagram profiles of top universities from the Czech Republic in 2022. First, to capture the quantitative data researchers used the analytical tool ZoomSphere (2022), which allows selected social networks to be investigated. This tool captures statistics about only publicly available social media posts through the API platform.
Second, the researchers simultaneously collected and mapped posts published by selected universities from September to December 2022 in detail .
DOI: 10.17632/4wmvjfspw3.1
title: LA COSA JUZGADA CONSTITUCIONAL

description: El presente artículo tiene como finalidad informar sobre la cosa juzgada, sus elementos y configuración, para lo cual se procederá a realizar un análisis jurisprudencial de autos proferidos por la Corte Constitucional relativos a la nulidad de sentencias y finalmente se procederá a revisar condenas a Estados proferidas por la Corte Interamericana de Derechos Humanos en los cual se ha hecho referencia a las garantías constitucionales. Palabras Claves: Cosa Juzgada Constitucional, Incidente de Nulidad contra Sentencias, Seguridad Jurídica, Debido Proceso, Competencia cambio jurisprudencial Corte Constitucional, Derechos a las Garantías Judiciales,  Recurso de Revisión, Segunda Instancia, Autos Corte Constitucional nulidad contra Sentencias.
DOI: 10.17632/8mds4wpch3.1
title: Histopathology Imagery Dataset of Ph-Negative Myeloproliferative Neoplasm

description: Despite advanced technology in diagnostic tools to boost the procedure, the morphological assessment of bone marrow trephine (BMT) images remains critical to confirm and differentiate MPN subtypes. Hence, this histopathological imagery dataset was generated and focuses on the most typical MPN from Philadelphia chromosome (Ph)-negative type, which are Essential Thrombocythemia (ET), Polycythemia Vera (PV), Primary Myelofibrosis (MF). This dataset consists of 300 BMT images which can be used to enable computer vision applications such as image segmentation, disease classification and object recognition.
DOI: 10.17632/kffy2227cz.1
title: Análise Qualitativa dos Trabalhos (IA + ACV)

description: PT: Tabela referente a análise qualitativa dos trabalhos que utilizam a integração entre Inteligência artificial (IA) e Avaliação do Ciclo de Vida (ACV) com caráter preditivo.
Criada no trabalho: ANÁLISE CRÍTICA DA PRODUÇÃO CIENTÍFICA SOBRE A INTELIGÊNCIA ARTIFICIAL E A AVALIAÇÃO DO CICLO DE VIDA DE PRODUTOS - SIMPEP 2023.

EN: Table referring to the qualitative analysis of studies that employ the integration between Artificial Intelligence (AI) and Life Cycle Assessment (LCA) with a predictive nature.
Created in the study: CRITICAL ANALYSIS OF SCIENTIFIC PRODUCTION ON ARTIFICIAL INTELLIGENCE AND LIFE CYCLE ASSESSMENT OF PRODUCTS - SIMPEP 2023.
DOI: 10.17632/nxtkn2w28v.1
title: Novel human pluripotent stem cell-derived hypothalamus organoids demonstrate cellular diversity

description: The hypothalamus is a region of the brain that plays an important role in regulating body functions and behaviors. There is a growing interest in human pluripotent stem cells (hPSCs) for modeling diseases that affect the hypothalamus. Here, we established an hPSC-derived hypothalamus organoid differentiation protocol to model the cellular diversity of this brain region. Using an hPSC line with a tyrosine hydroxylase (TH)-TdTomato reporter for dopaminergic neurons (DNs) and other TH-expressing cells, we interrogated DN-specific pathways and functions in electrophysiologically active hypothalamus organoids. Single-cell RNA sequencing (scRNA-seq) revealed diverse neuronal and non-neuronal cell types in mature hypothalamus organoids. We identified several molecularly distinct hypothalamic DN subtypes which demonstrated different developmental maturities. Our in vitro 3D hypothalamus differentiation protocol can be used to study the development of this critical brain structure and can be applied to disease modeling to generate novel therapeutic approaches for disorders centered around the hypothalamus.
DOI: 10.48567/66gf-q908
title: Antarctic satellite composite imagery animations, 1996.
DOI: 10.17632/hbdh66ws8d.1
title: Histopathology Imagery Dataset of Ph-Negative Myeloproliferative Neoplasm.v2

description: Despite advanced technology in diagnostic tools to boost the procedure, the morphological assessment of bone marrow trephine (BMT) images remains critical to confirm and differentiate MPN subtypes. Hence, this histopathological imagery dataset was generated and focuses on the most typical MPN from Philadelphia chromosome (Ph)-negative type, which are Essential Thrombocythemia (ET), Polycythemia Vera (PV), Primary Myelofibrosis (MF). This dataset consists of 300 BMT images which can be used to enable computer vision applications such as image segmentation, disease classification, and object recognition. Hence, the application can assist medical practitioners to overcome current challenges such as high dependency on human expertise and misdiagnosis.
DOI: 10.6084/m9.figshare.23662095
title: Data for `Theory of Infectious Diseases with Testing and Testing-less Covid-19 Endemic' by B.Deng and C.Y. Yang

description: All mfiles starting with 'Run_*' can be run on Matlab without any pre-loaded variables or data. <br> The three files in the root directory consist of the only input data to all program mfiles for three of the four folders: Build_Real_Data, Build_Solution_Book, Plot_Output. Of which, SICM.m is the mathematical model, Input_Matched_InitialsAndParameters.mat contains initial conditions and parameter values for each day from day 50 to day 590, 30 best-fitted values for each day, ranking from the best to worst fit. The third csv file is the US cases and deaths data from CDC. <br> The order in which to generate the output data files is to run all Run_* mfiles in folders (1) Build_Real_Data (2) Build_Solution_Book (3) Plot_Output <br> To save memory space, Solution_Sheet.mat is not included in the shared data. It needs to be generated in Build_Solution_Book before plots in Plot_Output can be done. <br> When you reach the Plot_Output folder, you have build all data files to generate the fig_best_match, and the testing-free equilibrium E_1 and the interior endemic equilibrium E_* for the best-fitted model. <br> Files in folder 'Variant Typing' is independent and is for varients of Covid-19. Data file 'Publication_Data' contains parameters and ininitials for 5 variants from day 50 to day 590. 'Publication_Data_Classification' contains classification of the variants parameters into types according to Theorem 1.1 and Theorem 1.2 of the manuscript. For example, T113 is for the type defined by parameter condition 3 of Theorem 1.1, and T123 is for Theorem 1.2's parameter type 3. <br> All figures for the manuscript, 'Theory of Infectious Diseases with Testing and Testing-less Covid-19 Endemic' by B.Deng and CY. Yang are located in the root directory. <br> Note: It requires zero knowledge to verify the result. All one needs is the model SICM.m (or SICMRD.m) and the initial values and parameters provided in the root folder and in the `Variant Typing' folder. <br> Dr. B. Deng Univ. of Nebraska-Lincoln USA <br> All rights preserved. June 2023. <br>
DOI: 10.6084/m9.figshare.23662095.v1
title: Data for `Theory of Infectious Diseases with Testing and Testing-less Covid-19 Endemic' by B.Deng and C.Y. Yang

description: All mfiles starting with 'Run_*' can be run on Matlab without any pre-loaded variables or data. <br> The three files in the root directory consist of the only input data to all program mfiles for three of the four folders: Build_Real_Data, Build_Solution_Book, Plot_Output. Of which, SICM.m is the mathematical model, Input_Matched_InitialsAndParameters.mat contains initial conditions and parameter values for each day from day 50 to day 590, 30 best-fitted values for each day, ranking from the best to worst fit. The third csv file is the US cases and deaths data from CDC. <br> The order in which to generate the output data files is to run all Run_* mfiles in folders (1) Build_Real_Data (2) Build_Solution_Book (3) Plot_Output <br> To save memory space, Solution_Sheet.mat is not included in the shared data. It needs to be generated in Build_Solution_Book before plots in Plot_Output can be done. <br> When you reach the Plot_Output folder, you have build all data files to generate the fig_best_match, and the testing-free equilibrium E_1 and the interior endemic equilibrium E_* for the best-fitted model. <br> Files in folder 'Variant Typing' is independent and is for varients of Covid-19. Data file 'Publication_Data' contains parameters and ininitials for 5 variants from day 50 to day 590. 'Publication_Data_Classification' contains classification of the variants parameters into types according to Theorem 1.1 and Theorem 1.2 of the manuscript. For example, T113 is for the type defined by parameter condition 3 of Theorem 1.1, and T123 is for Theorem 1.2's parameter type 3. <br> All figures for the manuscript, 'Theory of Infectious Diseases with Testing and Testing-less Covid-19 Endemic' by B.Deng and CY. Yang are located in the root directory. <br> Note: It requires zero knowledge to verify the result. All one needs is the model SICM.m (or SICMRD.m) and the initial values and parameters provided in the root folder and in the `Variant Typing' folder. <br> Dr. B. Deng Univ. of Nebraska-Lincoln USA <br> All rights preserved. June 2023. <br>
DOI: 10.17632/mgbc6kyzmx.1
title: Subjectivities in leaders with community work in the social for politics and political marketing

description: Desde el surgimiento de lo político en la humanidad, este se ha entendido como fenómeno de estudio de masas que intervienen los sujetos y los colectivos y se le relaciona con la participación expresa en actos situados simbólicos que construyen territorios corporales en lo político (Gómez, 2020). Por lo que la cultura colectiva de la participación, interpretada y comprendida a través de lo simbólico en los ejercicios de poder, se convierte en legítima y desencadena nexos, que engendran roles ciudadanos en la producción de acciones previstas en el campo de lo emergente, revelando una particularidad de producción subjetiva desbordada en lo particular y social comunitario en lo político (González & Torres, 2014).
DOI: 10.17632/yxystdn2hz.2
title: Data set and programs to reproduce the forecasts "Fundamentals and exchange rate forecastability with simple machine learning methods"

description: Data set and programs to reproduce the forecasts in "Fundamentals and exchange rate forecastability with simple machine learning methods" by Amat, Michalski and Stoltz.

There are three samples: 
1973-2014: based on end-of-month (EOM) data from the International Monetary Fund (IMF); 
1999-2017: based on end-of-month (EOM) data from the International Monetary Fund (IMF); real-time data for fundamentals 
1973-2014: based on FRED averaged exchange rate data (from the St. Louis Federal Reserve). 

We present data that we used for all the forecasts. The files with the extension "uirp" are to be used for the UIRP model while those with an extension "mon" for monetary and all fundamentals together given the restrictions on data availability. 
There is one main file for real time data permitting estimation for the entire 1999-2017 period and others that are trimmed to correspond to the revised data that ends at some month in 2014 for comparison with revised fundamentals.

Each data file has the following layout (25 columns):
col 1: date (day / month / year)
col 2: the exchange rate for that month (average or end-of-month)
col 3: the no-change prediction for the next month s_hat_(t+1) = s_t where s_hat_(t+1) is the forecasted exchange rate and s_t is the current exchange rate.
col 4-25: predictions formed by each of the fundamentals of the exchange rate for the next month of the form s_hat_(t+1) = s_t + f_t where f_t is the fundamental at time t. 
col 4-14: predictions with the fundamentals from one country in the currency pair
col 15-25: predictions with the fundamentals from the other country [the order is the same as for the other currency]

Forecasts formed with the fundamentals, listed only for the first currency:
col 4: actual 1-month price level change
col 5: 12-month price level change
col 6: 6-month price level change
col 7: actual 1-month money stock change
col 8: 12-month money stock change
col 9: 6-month money stock change
col 10: money market interest rate
col 11: change in the lagged money market interest rates
col 12: actual 1-month output (industrial production) level change
col 13: 12-month output level change
col 14: 6-month output level change

"NaN" means that the fundamental to form the forecast was unavailable.

To generate our basic tables with results (for example Table 1), we used hence data from columns 5, 8, 10, 11 and 13 (for the first currency in the pair). 

Commented codes are to reproduce the results in Scilab.
DOI: 10.17632/bkz6vgkb5w.1
title: Data for "Prediction competitive multi-ions leaching under various flow chemistry conditions: Column studies and unified thermodynamic-kinetic modeling"

description: This dataset is raw data associated with the paper entitled "Prediction competitive multi-ions leaching under various flow chemistry conditions: Column studies and unified thermodynamic-kinetic modeling" by Xiaopeng Zhao et al.. The worksheets in the excel file correspond to the table contents of Table 1, Table2, Table S1, Table S2, and Table S3, and the data for Figure 1, Figure 2, Figure 3, Figure 4, Figure S1, Figure S3, Figure S4, Figure S5, Figure S6, Figure S7, Figure S8, and  Figure S9, respectively.
DOI: 10.17632/fk84v36dz2.1
title: Single-cell transcriptomic analysis of NK cell dynamics in myeloma patients reveal persistent reduction of cytotoxic NK cells from diagnosis to relapse

description: Single-cell transcriptomics was performed to investigate the bone marrow NK cell compartment of myeloma patients at diagnosis (n=19), during treatment (n=21) and at relapse (n=6). The bone marrow of myeloma patients is characterized by a reduction in conventional cytotoxic NK cells that persists throughout treatment. We show in 20% of newly diagnosed myeloma patients that an altered balance between cytotoxic and cytokine-producing NK cells translates into a reduced cytotoxic ability in response to therapeutic antibodies. The relative loss of cytotoxic NK cells persists at relapse and is accompanied by an expansion of IFN-responsive NK cells. These findings reveal previously unappreciated alterations in bone marrow NK cell composition and highlight the importance of understanding the bone marrow immune system in patients receiving immunotherapies.
DOI: 10.17632/vgshh7j683.1
title: JVGR_VOLGEO-D-22-00235_Yamasaki-Sigmundsson-Tameguri-Iguchi

description: Source data of figures
DOI: 10.17632/dm92gjxx8y.1
title: Optimized Preparation of activated carbon with high porosities based on puck shells (afrostyrax lepidophyllus) by response surface methodology and physico-chemical characterization

description: The Supplementary Material contains an in-depht description of handling protocol and tables presenting the experimental data which were used to plot certain curves of this paper. The handly protocol of activated carbon preparation, for the determination of iodine number, of Boehm method and for the pHZPC presents the meticulous details with which the manipulation was carried out and the assumptions used to determine the surface functions of the materials. Supplementary Table 1 give The Experimental design matrix generated by Statgraphics 5 plus software for any experiment of activated carbon preparation, Supplementary Table 2 gives the adsorption and desorption data of Nitrogen obtained for CRP, Supplementary Table 3 gives the adsorption and desorption data of Nitrogen obtained for CRB and Supplementary Table 4 gives The pH values of the filtrate obtained after mixing activated carbon with sodium chloride solutions at different pHinitial. (supplementary material).
DOI: 10.17632/b52vsb5x7w.1
title: Codes for Seepage Face metrics estimation and sensitivity analysis

description: These are the codes to generate and analyze the 2D models of seepage face on two different slopes.
DOI: 10.17632/b52vsb5x7w.2
title: Codes for Seepage Face metrics estimation and sensitivity analysis

description: These are the codes to generate and analyze the 2D models of seepage face on two different slopes.  The excel file contains the data set generated and used for global sensitivity analysis.
DOI: 10.17632/z2ffhznyj6.1
title: Dataset of microplastics in the mangrove brachyuran crabs at Setiu Wetlands, Peninsular Malaysia

description: The dataset presents the abundance of MPs categorized into different types and colours in 233 brachyuran crab (stomach) samples collected for dry and wet seasonal periods from Setiu Wetlands, Peninsular Malaysia. The morphometric measurements of the crab samples were also presented.
DOI: 10.17632/z2ffhznyj6.2
title: Dataset of microplastics in the mangrove brachyuran crabs at Setiu Wetlands, Peninsular Malaysia

description: The dataset presents the abundance of MPs categorized into different types and colours in 233 brachyuran crab (stomach) samples collected for dry and wet seasonal periods from Setiu Wetlands, Peninsular Malaysia. The morphometric measurements of the crab samples were also presented.
DOI: 10.17632/z2ffhznyj6.3
title: Dataset of microplastics in the mangrove brachyuran crabs at Setiu Wetlands, Peninsular Malaysia

description: The dataset presents the abundance of MPs categorized into different types and colours in 233 brachyuran crab (stomach) samples collected for dry and wet seasonal periods from Setiu Wetlands, Peninsular Malaysia. The morphometric measurements of the crab samples were also presented.
DOI: 10.17632/x476fyxgs5.1
title: Liquid Biopsies in Advanced Cutaneous Squamous Cell Carcinoma

description: Summary of studies included in systematic review on liquid biopsies in advanced cutaneous squamous cell carcinoma
DOI: 10.17632/8rgcmdxrmk.1
title: Neodontobutis hainanensisis 3 populations target enrichment sequences

description: type: Assembled target capture sequences.
species: Neodontobutis hainanensis, 3 population.
DOI: 10.17632/6b36kp78g5.1
title: Comprehensive spatiotemporal mapping of single-cell lineages in developing mouse brain by CRISPR-based barcoding

description: A fundamental interest in developmental neuroscience is to map the complete single-cell lineages within the brain. We developed a CRISPR-based lineage specific tracing (CREST) method for clonal tracing in Cre mice. We used two complementary strategies based on CREST method to map single-cell lineages in developing mouse ventral midbrain (vMB). Applying snapshotting CREST (snapCREST), we constructed a spatiotemporal lineage landscape of developing vMB, and identified six progenitor archetypes that could represent the principal clonal fates of individual vMB progenitors. We uncovered three distinct clonal lineages in the floor plate that specified glutamatergic, dopaminergic, or both neurons, and identified Pbx1 as a key regulator in fate specification of dopaminergic neurons in sub-cluster and clonal level. We further created pandaCREST to associate the transcriptomes of progenitor cells in vivo with their differentiation potentials. We identified multiple origins of dopaminergic neurons and demonstrated that a transcriptome-defined progenitor type comprises heterogeneous progenitors, each with distinct clonal fates and molecular signatures. Therefore, the CREST method and strategies allow comprehensive single-cell lineage analysis that could offer new insights into the molecular programs underlying neural specification.
DOI: 10.17632/6b36kp78g5.2
title: Comprehensive spatiotemporal mapping of single-cell lineages in developing mouse brain by CRISPR-based barcoding

description: A fundamental interest in developmental neuroscience is to map the complete single-cell lineages within the brain. We developed a CRISPR-based lineage specific tracing (CREST) method for clonal tracing in Cre mice. We used two complementary strategies based on CREST method to map single-cell lineages in developing mouse ventral midbrain (vMB). Applying snapshotting CREST (snapCREST), we constructed a spatiotemporal lineage landscape of developing vMB, and identified six progenitor archetypes that could represent the principal clonal fates of individual vMB progenitors. We uncovered three distinct clonal lineages in the floor plate that specified glutamatergic, dopaminergic, or both neurons, and identified Pbx1 as a key regulator in fate specification of dopaminergic neurons in sub-cluster and clonal level. We further created pandaCREST to associate the transcriptomes of progenitor cells in vivo with their differentiation potentials. We identified multiple origins of dopaminergic neurons and demonstrated that a transcriptome-defined progenitor type comprises heterogeneous progenitors, each with distinct clonal fates and molecular signatures. Therefore, the CREST method and strategies allow comprehensive single-cell lineage analysis that could offer new insights into the molecular programs underlying neural specification.
DOI: 10.17632/ywp3y5j9vv.1
title: ICRISAT District-Level Data: Heterogeneous Climate Effect on Crop Yield and Associated Risks to Water Security in India

description: This dataset supports the research paper titled "Heterogeneous Climate Effect on Crop Yield and Associated Risks to Water Security in India." It comprises unapportioned district-level data collected by the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT). The dataset consists of an unbalanced panel dataset covering 560 districts from 20 states in India, spanning the time period from 1990 to 2015. It provides comprehensive information on various variables, including climate data and crop yield statistics.