cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/h4ac-wr38
title: Mirai-based multi-class dataset

description: The dataset used in the study consists of different IoT network traffic data files each IoT traffic data has files containing benign, i.e. normal network traffic data, and malicious traffic data related to the most common IoT botnet attacks which are known as the Mirai botnet. From these different types of IoT botnet attacks, we focused on SYN-Flooding, ACK-Flooding, and HTTP-Flooding and the normal/benign traffic data for the study. The dataset used in the study was extracted and adapted from IoT network intrusion dataset and developed in our previous work for binary attack classification, and provides an opportunity to model multi-class classification besides classifying a sample as benign, ACK-Flooding, SYN-Flooding, and HTTP-Flooding attack. There are 3 types of Mirai-based botnet attacks that can be detected using network traffic data during the study. The newly generated dataset was extracted from the original dataset which was in a PCAP format to CSV with a total of 16 features. The detailed features of the newly generated dataset for multi-class attack classification used in this study would be discussed in the experiment result analysis and discussion section of the study.
DOI: 10.34740/kaggle/dsv/5187039
title: NSE-Scripts-Data
DOI: 10.26180/22297969
title: The past, present, and future of lizards` vulnerability to climate change

description: Script to run biophysical models using the package 'NicheMapR` in R environment. The script calculates the body temperatures of lizards based on two climatic forcing data (TerraClimate and ERA5). <br> The models are parametrised using the dataset available in 'Table S1.csv`. The dataset includes information about thermal physiology (critical thermal maximum, thermal preference), body mass, substrate affinity (e.g., arboreal, terrestrial), activity time (diurnal, nocturnal, cathemeral) and geographic location (latitude/longitude) of lizards worldwide.
DOI: 10.26180/22297969.v1
title: The past, present, and future of lizards` vulnerability to climate change

description: Script to run biophysical models using the package 'NicheMapR` in R environment. The script calculates the body temperatures of lizards based on two climatic forcing data (TerraClimate and ERA5). <br> The models are parametrised using the dataset available in 'Table S1.csv`. The dataset includes information about thermal physiology (critical thermal maximum, thermal preference), body mass, substrate affinity (e.g., arboreal, terrestrial), activity time (diurnal, nocturnal, cathemeral) and geographic location (latitude/longitude) of lizards worldwide.
DOI: 10.26036/cnp0003323
title: Application of whole exome sequencing in fetal dysplasia

description: paper publication and shared platform of information
DOI: 10.6084/m9.figshare.22297978.v1
title: Data source for Cui GCB 2023

description: Dtaset for "Nitrogen use strategy drives interspecific differences in plant photosynthetic CO2 acclimation"
DOI: 10.21227/4td0-tt13
title: The simulation results for the submitted paper

description: This is the simulation results for the submitted paper entitled "Relative Node Importance in Complex Networks".
DOI: 10.5281/zenodo.7739610
title: Supplementary data to: Grassland greening and water resource availability may coexist in a warming climate

description: This data archive includes the boundary of the North China and Tibetan Plateau (NCTP), three sub-regions, and respective province, the CLCD landcover in 2020, annual PM ET in 1982, and trends in projected water yield and leaf area index by the end of the 21<sup>st</sup> century (up to 2100). The boundary of the NCTP, three sub-regions, and respective province is in the shapefile (.shp) format, and other processed data are in the geotiff (.tif) or in the mat format. For calculation details please see the publication.
DOI: 10.5281/zenodo.7739609
title: Supplementary data to: Grassland greening and water resource availability may coexist in a warming climate

description: This data archive includes the boundary of the North China and Tibetan Plateau (NCTP), three sub-regions, and respective province, the CLCD landcover in 2020, annual PM ET in 1982, and trends in projected water yield and leaf area index by the end of the 21<sup>st</sup> century (up to 2100). The boundary of the NCTP, three sub-regions, and respective province is in the shapefile (.shp) format, and other processed data are in the geotiff (.tif) or in the mat format. For calculation details please see the publication.
DOI: 10.34740/kaggle/dsv/5187435
title: Elon Musk Tweets
DOI: 10.34740/kaggle/dsv/5187460
title: Contrastive Language Image Pretraining by openai
DOI: 10.6084/m9.figshare.22268660.v1
title: Morphological study of the digestive tract of the cardinal tetra, Paracheirodon axelrodi (Characiformes: Characidae)

description: Abstract The cardinal tetra Paracheirodon axelrodi is a species of the family Characidae of great interest as an ornamental fish. Many aspects of the biology of this species are still unknown. The present work presents a complete description of the different components of the digestive tract of P. axelrodi, analyzing its global anatomical arrangement, the adjacent glands (liver and pancreas) and the previously ignored pyloric caeca, using histological and histochemical techniques with light microscopy and scanning electron microscopy. Three levels of analysis were performed: macroscopic anatomy, histology of the gastrointestinal tract and scanning electron microscopy of mucosal surfaces. The intestinal coefficient (Ci) of P. axelrodi calculated here (0.94) is within the expected range for a carnivorous species. The anatomy of the alimentary and the resulting Ci is consistent with carnivorous diet in line with dietary studies in the wild in this species. The digestive tract, including adjacent glands (liver and pancreas), presented a relatively conserved general pattern within that described for other species of the family Characidae, especially at the histological level.
DOI: 10.6084/m9.figshare.22268660
title: Morphological study of the digestive tract of the cardinal tetra, Paracheirodon axelrodi (Characiformes: Characidae)

description: Abstract The cardinal tetra Paracheirodon axelrodi is a species of the family Characidae of great interest as an ornamental fish. Many aspects of the biology of this species are still unknown. The present work presents a complete description of the different components of the digestive tract of P. axelrodi, analyzing its global anatomical arrangement, the adjacent glands (liver and pancreas) and the previously ignored pyloric caeca, using histological and histochemical techniques with light microscopy and scanning electron microscopy. Three levels of analysis were performed: macroscopic anatomy, histology of the gastrointestinal tract and scanning electron microscopy of mucosal surfaces. The intestinal coefficient (Ci) of P. axelrodi calculated here (0.94) is within the expected range for a carnivorous species. The anatomy of the alimentary and the resulting Ci is consistent with carnivorous diet in line with dietary studies in the wild in this species. The digestive tract, including adjacent glands (liver and pancreas), presented a relatively conserved general pattern within that described for other species of the family Characidae, especially at the histological level.
DOI: 10.6084/m9.figshare.22268872
title: Water-level fluctuations lead to changes in the diet of an omnivorous fish in a floodplain

description: Abstract The hydrological regime leads to fluctuations in the availability of food resources for fish, which may reflect in their diet variation. Our main goal was to analyze the relationship between water-level fluctuations and the diet and the body condition of Trachelyopterus galeatus in the Upper Paraná River floodplain. The fish used in the study were sampled quarterly along nine years, at nine sampling stations. Our results showed that diet of T. galeatus varied in response to oscillations in the hydrometric level, with the consumption of terrestrial invertebrates being positively related to hydrometric level, while the consumption of aquatic invertebrates was negatively related. The trophic niche breadth and feeding activity were not affected by hydrometric level, but the fish body condition was positively affected. The high food plasticity allows T. galeatus to consume the most available resources (e.g., terrestrial invertebrates in high water levels), which probably contributed to the increase in its body condition in higher hydrometric levels. In summary, the hydrological dynamic is fundamental for the diet variation of omnivorous fish, which can take advantage of the resource availability according to the hydrometric level, increasing its body condition when allochthonous resources as terrestrial invertebrates are supposed to be more available.
DOI: 10.6084/m9.figshare.22268872.v1
title: Water-level fluctuations lead to changes in the diet of an omnivorous fish in a floodplain

description: Abstract The hydrological regime leads to fluctuations in the availability of food resources for fish, which may reflect in their diet variation. Our main goal was to analyze the relationship between water-level fluctuations and the diet and the body condition of Trachelyopterus galeatus in the Upper Paraná River floodplain. The fish used in the study were sampled quarterly along nine years, at nine sampling stations. Our results showed that diet of T. galeatus varied in response to oscillations in the hydrometric level, with the consumption of terrestrial invertebrates being positively related to hydrometric level, while the consumption of aquatic invertebrates was negatively related. The trophic niche breadth and feeding activity were not affected by hydrometric level, but the fish body condition was positively affected. The high food plasticity allows T. galeatus to consume the most available resources (e.g., terrestrial invertebrates in high water levels), which probably contributed to the increase in its body condition in higher hydrometric levels. In summary, the hydrological dynamic is fundamental for the diet variation of omnivorous fish, which can take advantage of the resource availability according to the hydrometric level, increasing its body condition when allochthonous resources as terrestrial invertebrates are supposed to be more available.
DOI: 10.6084/m9.figshare.22298008
title: Influence of growth rings position of wood on the determination of its shear strenght parallel to the fibers

description: Abstract Shear strength parallel to the fibers (f v0 ) is extremely important for the design of timber structures. Then, due to the lack of information related to a possible variation in the f v0 of hardwood species according to the load application plane in relation to its growth rings/rays, this work performed tests for the determination of f v0 according to NBR 7190-3 (ABNT, 2022b) varying load planes. Thereby, the load was applied on the longitudinal-tangential (LT) and longitudinal-radial (LR) planes of the species of caixeta (Simarouba amara) and roxinho (Peltogyne spp.). Through variance analysis (5% confidence), results did not point to statistical differences between f v0 values when the load plane was changed. Therefore, the f v0 of this species can be determined without significant risk of reduction according to ray/ring orientation. Furthermore, it was determined a ratio of f v0,k /f c0,k equal to 0.23 and 0.38 was determined for roxinho and caixeta, respectively. Thus, this result confirms the need for characterizing unfamiliar wood species when received on construction site, in order to save money and/or for safety reasons.
DOI: 10.6084/m9.figshare.22298008.v1
title: Influence of growth rings position of wood on the determination of its shear strenght parallel to the fibers

description: Abstract Shear strength parallel to the fibers (f v0 ) is extremely important for the design of timber structures. Then, due to the lack of information related to a possible variation in the f v0 of hardwood species according to the load application plane in relation to its growth rings/rays, this work performed tests for the determination of f v0 according to NBR 7190-3 (ABNT, 2022b) varying load planes. Thereby, the load was applied on the longitudinal-tangential (LT) and longitudinal-radial (LR) planes of the species of caixeta (Simarouba amara) and roxinho (Peltogyne spp.). Through variance analysis (5% confidence), results did not point to statistical differences between f v0 values when the load plane was changed. Therefore, the f v0 of this species can be determined without significant risk of reduction according to ray/ring orientation. Furthermore, it was determined a ratio of f v0,k /f c0,k equal to 0.23 and 0.38 was determined for roxinho and caixeta, respectively. Thus, this result confirms the need for characterizing unfamiliar wood species when received on construction site, in order to save money and/or for safety reasons.
DOI: 10.5281/zenodo.7747370
title: MUSES Leaf Area Index (LAI) Monthly Global 500m SIN Grid in 2011

description: The MUltiscale Satellite remotE Sensing (MUSES) product suite includes products with different spatial and temporal resolutions for parameters such as Normalized Difference Vegetation Index (NDVI), Near-Infrared Reflectance of Vegetation (NIRv), Leaf Area Index (LAI), Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), Fractional Vegetation Coverage (FVC), Gross Primary Production (GPP), Net Primary Production (NPP). For more information about the MUSES products, please refer to this website (https://muses.bnu.edu.cn/). This dataset is the MUSES global LAI product at 500m spatial resolution and monthly temporal resolution. The MUSES LAI product is provided on a Sinusoidal grid and spans from 2000 to 2019 (continuously updated). It was generated from time-series Moderate Resolution Imaging Spectroradiometer (MODIS) surface reflectance product using general regression neural networks (GRNNs) (Xiao <em>et al</em>., 2014; Xiao <em>et al.</em>, 2016). The MUSES LAI product is spatially complete and temporally continuous. This dataset is the MUSES LAI product in 2011. Please <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2010</strong></em><strong>, </strong>and <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2012</strong></em>. <strong>Dataset Characteristics:</strong> Spatial Coverage: Global Temporal Coverage: 2011 Spatial Resolution: 500m Temporal Resolution: 1 month Projection: Sinusoidal Data Format: HDF Scale: 0.01 Valid Range: 0 – 1000 <strong>Citation </strong>(Please cite this paper whenever these data are used)<strong>:</strong> Xiao Zhiqiang, <em>et al</em>. (2014). Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 52, 209-223. Xiao Zhiqiang, <em>et al</em>. (2016). Long-time-series global land surface satellite leaf area index product derived from MODIS and AVHRR surface reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 54, 5301-5318. Xiao Zhiqiang, Jinling Song, Hua Yang, Rui Sun and Juan Li. (2022). A 250 m resolution global leaf area index product derived from MODIS surface reflectance data. <em>International Journal of Remote Sensing</em>, 43(4), 1199-1225. Xiao Zhiqiang, <em>et al</em>. (2017). Evaluation of four long time-series global leaf area index products. <em>Agricultural and Forest Meteorology</em>, 246, 218-230. If you have any questions, please contact Prof. Zhiqiang Xiao (zhqxiao@bnu.edu.cn).
DOI: 10.5281/zenodo.7747369
title: MUSES Leaf Area Index (LAI) Monthly Global 500m SIN Grid in 2011

description: The MUltiscale Satellite remotE Sensing (MUSES) product suite includes products with different spatial and temporal resolutions for parameters such as Normalized Difference Vegetation Index (NDVI), Near-Infrared Reflectance of Vegetation (NIRv), Leaf Area Index (LAI), Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), Fractional Vegetation Coverage (FVC), Gross Primary Production (GPP), Net Primary Production (NPP). For more information about the MUSES products, please refer to this website (https://muses.bnu.edu.cn/). This dataset is the MUSES global LAI product at 500m spatial resolution and monthly temporal resolution. The MUSES LAI product is provided on a Sinusoidal grid and spans from 2000 to 2019 (continuously updated). It was generated from time-series Moderate Resolution Imaging Spectroradiometer (MODIS) surface reflectance product using general regression neural networks (GRNNs) (Xiao <em>et al</em>., 2014; Xiao <em>et al.</em>, 2016). The MUSES LAI product is spatially complete and temporally continuous. This dataset is the MUSES LAI product in 2011. Please <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2010</strong></em><strong>, </strong>and <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2012</strong></em>. <strong>Dataset Characteristics:</strong> Spatial Coverage: Global Temporal Coverage: 2011 Spatial Resolution: 500m Temporal Resolution: 1 month Projection: Sinusoidal Data Format: HDF Scale: 0.01 Valid Range: 0 – 1000 <strong>Citation </strong>(Please cite this paper whenever these data are used)<strong>:</strong> Xiao Zhiqiang, <em>et al</em>. (2014). Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 52, 209-223. Xiao Zhiqiang, <em>et al</em>. (2016). Long-time-series global land surface satellite leaf area index product derived from MODIS and AVHRR surface reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 54, 5301-5318. Xiao Zhiqiang, Jinling Song, Hua Yang, Rui Sun and Juan Li. (2022). A 250 m resolution global leaf area index product derived from MODIS surface reflectance data. <em>International Journal of Remote Sensing</em>, 43(4), 1199-1225. Xiao Zhiqiang, <em>et al</em>. (2017). Evaluation of four long time-series global leaf area index products. <em>Agricultural and Forest Meteorology</em>, 246, 218-230. If you have any questions, please contact Prof. Zhiqiang Xiao (zhqxiao@bnu.edu.cn).
DOI: 10.6084/m9.figshare.22298009
title: Framework proposition for diagnosing the degree of innovation perceived in companies in the built environment

description: Abstract Innovation is directly related to economic growth and competitiveness. Some barriers can be observed during the process of implementing innovation in civil construction, such as the lack of understanding related to the innovation benefits in the sector. Considering the importance of agents involved in construction as promoters of the innovation process, it is necessary to identify their perceptions about the innovation concept. The present study addresses how to capture the perception of innovation by the civil construction internal agents and allow the communication of innovation diagnosis in a company. The framework developed is divided into three stages: (i) development of the structure through theoretical review; (ii) rounds of applications are carried out in a case study and in the academic environment, generating adjustments to the questionnaire and infographic; and (iii) development of the final version of the framework and the suggested actions for each category). The framework proposal proved to be efficient for diagnosing the perception of innovation agents, in addition to bringing practical results on the basis for decision making with companies.
DOI: 10.6084/m9.figshare.22298009.v1
title: Framework proposition for diagnosing the degree of innovation perceived in companies in the built environment

description: Abstract Innovation is directly related to economic growth and competitiveness. Some barriers can be observed during the process of implementing innovation in civil construction, such as the lack of understanding related to the innovation benefits in the sector. Considering the importance of agents involved in construction as promoters of the innovation process, it is necessary to identify their perceptions about the innovation concept. The present study addresses how to capture the perception of innovation by the civil construction internal agents and allow the communication of innovation diagnosis in a company. The framework developed is divided into three stages: (i) development of the structure through theoretical review; (ii) rounds of applications are carried out in a case study and in the academic environment, generating adjustments to the questionnaire and infographic; and (iii) development of the final version of the framework and the suggested actions for each category). The framework proposal proved to be efficient for diagnosing the perception of innovation agents, in addition to bringing practical results on the basis for decision making with companies.
DOI: 10.6084/m9.figshare.22298012
title: Computational analysis of thermal insulation in the environment of precast stairs in structural masonry under fire conditions

description: Abstract Lightweight precast concrete stairs can be fastened to the masonry using metal anchors, whose stability depends on the integrity of these discrete anchor points. The stairwell environment plays a vital role in the evacuation of a building in fire conditions, which justifies the study of the behavior of these elements under such conditions. Considering the information above, this work presents a numerical strategy adopted to perform simulations using the ABAQUS computational code in order to better understand the behavior of precast stairs and their anchoring system in structural masonry of concrete in fire conditions. The temperature evolution was determined at the anchor points and in the indented beam of the staircase while facing a standard fire ISO 834-1:1999 only on the opposite side of the wall to which the stairs are fixed. The results show that the temperature rise in the metallic anchor and in the indented beam does not reach levels that impose significant reduction in the steel strength, when the block cavity is grouted, and in the concrete, respectively. These results indicate important aspects in the constructive context of structural masonry systems and fire safety.
DOI: 10.6084/m9.figshare.22298012.v1
title: Computational analysis of thermal insulation in the environment of precast stairs in structural masonry under fire conditions

description: Abstract Lightweight precast concrete stairs can be fastened to the masonry using metal anchors, whose stability depends on the integrity of these discrete anchor points. The stairwell environment plays a vital role in the evacuation of a building in fire conditions, which justifies the study of the behavior of these elements under such conditions. Considering the information above, this work presents a numerical strategy adopted to perform simulations using the ABAQUS computational code in order to better understand the behavior of precast stairs and their anchoring system in structural masonry of concrete in fire conditions. The temperature evolution was determined at the anchor points and in the indented beam of the staircase while facing a standard fire ISO 834-1:1999 only on the opposite side of the wall to which the stairs are fixed. The results show that the temperature rise in the metallic anchor and in the indented beam does not reach levels that impose significant reduction in the steel strength, when the block cavity is grouted, and in the concrete, respectively. These results indicate important aspects in the constructive context of structural masonry systems and fire safety.
DOI: 10.5281/zenodo.7655029
title: Searching for intra-cloud positive leaders in VHF

description: The data needed for making the figures for the paper that will be submitted for publication in GRL, including the GLE-scipts for making the figures.