cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.01425
title: Dataset for Surface Characteristics Traversed by the Zhurong Mars Rover at Utopia Planitia
title: Dataset for Surface Characteristics Traversed by the Zhurong Mars Rover at Utopia Planitia

description: The source dataset for the paper “Surface Characteristics Traversed by the Zhurong Mars Rover at Utopia Planitia”.
description: The source dataset for the paper “Surface Characteristics Traversed by the Zhurong Mars Rover at Utopia Planitia”.
DOI: 10.57760/sciencedb.01435
title: Circumpolar Arctic Man-made Impervious Surface Area (CAMI) Datasets
title: Circumpolar Arctic Man-made Impervious Surface Area (CAMI) Datasets

description: Circumpolar Arctic Man-made Impervious Surface Area (CAMI) is a series of fine spatial resolution man-made impervious surface maps covering the entire circumpolar area northward the Arctic treeline. So far, CAMI consists of two individual products: CAMI and CAMI-2020. Both products were generated using the Google Earth Engine platform. The CAMI product contains annual change information of Pan-Arctic impervious surface area from 1999 to 2018 at a 30m resolution. The year of the transition (i.e., from pervious to impervious) is identified from the pixel DN value, ranging from 1999 to 2018. All other DN values represent non-impervious. The CAMI product is generally organized and named as country-specfic rar files in Esri Grid format, with suffixes CA, US, and NE representing Canada, United States of America, and Nordic countries/regions including Norway, Greenland, and Iceland. Due to the large file size, we further divided CAMI within Russia into three parts: RU1, RU2, and RU3. The CAMI-2020 product is an updated version of CAMI that maps Pan-Arctic man-made impervious surfaces at a 10m spatial resolution circa 2020. The product is provided in TIFF format, including six files representing six countries/regions (United States of America, Canada, Greenland, Iceland, Norway and Russia respectively) in the Arctic. Each file was named as "CAMI2020_" plus the countries/region name. The DN value of 8 represents imperviousness, while others are natural land covers.
description: Circumpolar Arctic Man-made Impervious Surface Area (CAMI) is a series of fine spatial resolution man-made impervious surface maps covering the entire circumpolar area northward the Arctic treeline. So far, CAMI consists of two individual products: CAMI and CAMI-2020. Both products were generated using the Google Earth Engine platform. The CAMI product contains annual change information of Pan-Arctic impervious surface area from 1999 to 2018 at a 30m resolution. The year of the transition (i.e., from pervious to impervious) is identified from the pixel DN value, ranging from 1999 to 2018. All other DN values represent non-impervious. The CAMI product is generally organized and named as country-specfic rar files in Esri Grid format, with suffixes CA, US, and NE representing Canada, United States of America, and Nordic countries/regions including Norway, Greenland, and Iceland. Due to the large file size, we further divided CAMI within Russia into three parts: RU1, RU2, and RU3. The CAMI-2020 product is an updated version of CAMI that maps Pan-Arctic man-made impervious surfaces at a 10m spatial resolution circa 2020. The product is provided in TIFF format, including six files representing six countries/regions (United States of America, Canada, Greenland, Iceland, Norway and Russia respectively) in the Arctic. Each file was named as "CAMI2020_" plus the countries/region name. The DN value of 8 represents imperviousness, while others are natural land covers.
DOI: 10.57760/sciencedb.01474
title: Analysis and Re-Optimizing Food Systems by Using Intelligent Optimization Algorithms and Machine Learning
title: Analysis and Re-Optimizing Food Systems by Using Intelligent Optimization Algorithms and Machine Learning

description: In the context of serious challenges to global food security, this research focuses on the feasibility of improvements to food systems and predicting future changes. This paper establishes a coordination evaluation index on diverse indicators of different food systems, analyzes the changes after modification, and predicts the analysis of equilibrium time and critical point. In this regard, we pre-processed the data by entropy method, variance contribution rate, and normalization. Instead of single-element linear forecasting and economic income and expenditure models, we innovatively developed a multivariate evaluation system for population, cultivated land, and food systems in three major directions.
description: In the context of serious challenges to global food security, this research focuses on the feasibility of improvements to food systems and predicting future changes. This paper establishes a coordination evaluation index on diverse indicators of different food systems, analyzes the changes after modification, and predicts the analysis of equilibrium time and critical point. In this regard, we pre-processed the data by entropy method, variance contribution rate, and normalization. Instead of single-element linear forecasting and economic income and expenditure models, we innovatively developed a multivariate evaluation system for population, cultivated land, and food systems in three major directions.
DOI: 10.57760/sciencedb.01359
title: Resource Allocation of Offshore Ships' Communication System Based on D2D Technology
title: Resource Allocation of Offshore Ships' Communication System Based on D2D Technology

description: D2D communication technology has been more and more widely used as a mobile communication technology that can perform specific services in specific areas.This paper introduces D2D technology into the offshore Ships' communication system, and proposes a channel resource allocation scheme for interference control in the system, so as to increase the number of devices in the network and thus increase the throughput. This paper first establishes the model of the offshore vessel communication system, and then applies the Hungarian algorithm based on the maximization of the average position. Finally, through the comparison simulation experiment with two random algorithms, which shows that the Hungarian algorithm based on model application proposed in this paper can effectively control interference, reduce the impact of the introduction of D2D communication equipment, and increase network throughput.
description: D2D communication technology has been more and more widely used as a mobile communication technology that can perform specific services in specific areas.This paper introduces D2D technology into the offshore Ships' communication system, and proposes a channel resource allocation scheme for interference control in the system, so as to increase the number of devices in the network and thus increase the throughput. This paper first establishes the model of the offshore vessel communication system, and then applies the Hungarian algorithm based on the maximization of the average position. Finally, through the comparison simulation experiment with two random algorithms, which shows that the Hungarian algorithm based on model application proposed in this paper can effectively control interference, reduce the impact of the introduction of D2D communication equipment, and increase network throughput.
DOI: 10.57760/sciencedb.01421
title: Decoding human visual colour EEG information using machine learning and visual evoked potentials
title: Decoding human visual colour EEG information using machine learning and visual evoked potentials

description: With the rapid development of brain-computer interfaces (BCIs), human visual decoding, one of the important research directions of BCIs, has attracted a substantial amount of attention. However, most visual decoding studies have focused on graphic and image decoding. In this paper, we first demonstrate the possibility of building a new kind of task-irrelevant, simple and fast-stimulus BCI-based experimental paradigm that relies on visual evoked potentials (VEPs) during colour observation. Additionally, the features of visual colour information were found through reliable real-time decoding. We selected 9 subjects who did not have colour blindness to participate in our tests. These subjects were asked to observe red, green, and blue screens in turn with an interstimulus interval of 1 second. The machine learning results showed that the visual colour classification accuracy had a maximum of 93.73%. The latency evoked by visual colour stimuli was within the P300 range, i.e., 176.8 milliseconds for the red screen, 206.5 milliseconds for the green screen, and 225.3 milliseconds for the blue screen. The experimental results hereby show that the VEPs can be used for reliable colour real-time decoding.
description: With the rapid development of brain-computer interfaces (BCIs), human visual decoding, one of the important research directions of BCIs, has attracted a substantial amount of attention. However, most visual decoding studies have focused on graphic and image decoding. In this paper, we first demonstrate the possibility of building a new kind of task-irrelevant, simple and fast-stimulus BCI-based experimental paradigm that relies on visual evoked potentials (VEPs) during colour observation. Additionally, the features of visual colour information were found through reliable real-time decoding. We selected 9 subjects who did not have colour blindness to participate in our tests. These subjects were asked to observe red, green, and blue screens in turn with an interstimulus interval of 1 second. The machine learning results showed that the visual colour classification accuracy had a maximum of 93.73%. The latency evoked by visual colour stimuli was within the P300 range, i.e., 176.8 milliseconds for the red screen, 206.5 milliseconds for the green screen, and 225.3 milliseconds for the blue screen. The experimental results hereby show that the VEPs can be used for reliable colour real-time decoding.
DOI: 10.57760/sciencedb.01357
title: Puya plastomes
title: Puya plastomes

description: Puya are endemic species in the Andes, distributed in paramo and subparamo environments. The genus is a striking example to study rapid radiation recently. Twelve chloroplast genomes of Puya species were uploaded here, representing nine species of P. nitida, P. santosii, P. goudotiana, P. hamata, P. ferruginea, P. macrura, P. macropoda, P. hutchisonii, and P. raimondii. It was used for chloroplast genome feature, genomic evolution, phylogeny, and divergence time inferring among genus Puya.
description: Puya are endemic species in the Andes, distributed in paramo and subparamo environments. The genus is a striking example to study rapid radiation recently. Twelve chloroplast genomes of Puya species were uploaded here, representing nine species of P. nitida, P. santosii, P. goudotiana, P. hamata, P. ferruginea, P. macrura, P. macropoda, P. hutchisonii, and P. raimondii. It was used for chloroplast genome feature, genomic evolution, phylogeny, and divergence time inferring among genus Puya.
DOI: 10.57760/sciencedb.01431
title: Antarctic ice flow lines map
title: Antarctic ice flow lines map

description: We propose a novel weight balance-based method for the comprehensive extraction of ice flow lines based on the Antarctic ice velocity maps.The data is in the coordinate system of WGS_1984_Antarctic_Polar_Stereographic, in the TIFF format, and is 150M in size.
description: We propose a novel weight balance-based method for the comprehensive extraction of ice flow lines based on the Antarctic ice velocity maps.The data is in the coordinate system of WGS_1984_Antarctic_Polar_Stereographic, in the TIFF format, and is 150M in size.
DOI: 10.57760/sciencedb.01486
title: Cornus datasets
title: Cornus datasets

description: The datasets of Hyb-seq, RAD-seq, and platid genes for Cornus species
description: The datasets of Hyb-seq, RAD-seq, and platid genes for Cornus species
DOI: 10.57760/sciencedb.01446
title: SARS-CoV-2 seroconversion in children with acute psychiatric symptoms versus controls
title: SARS-CoV-2 seroconversion in children with acute psychiatric symptoms versus controls

description: Since the beginning of the pandemic, studies reported an increase of children’s mental health issues, and question the impact of SARS-CoV-2 on psychiatric symptoms. We questioned if children with acute psychiatric symptoms (n=52), hospitalized from December 2020 to April 2021 (second lockdown period in France) would have been more infected by the SARS-CoV-2 and thus more seroconverted than general population sex-, age- matched controls admitted to the emergency department for non-psychiatric and no history of apparent infection (n=52).
description: Since the beginning of the pandemic, studies reported an increase of children’s mental health issues, and question the impact of SARS-CoV-2 on psychiatric symptoms. We questioned if children with acute psychiatric symptoms (n=52), hospitalized from December 2020 to April 2021 (second lockdown period in France) would have been more infected by the SARS-CoV-2 and thus more seroconverted than general population sex-, age- matched controls admitted to the emergency department for non-psychiatric and no history of apparent infection (n=52).
DOI: 10.57760/sciencedb.01452
title: Potential Glacial Lake Outburst Flood Assessment in a changing environment, Chhombo Chhu Watershed, Sikkim Himalaya, INDIA
title: Potential Glacial Lake Outburst Flood Assessment in a changing environment, Chhombo Chhu Watershed, Sikkim Himalaya, INDIA

description: Seven number of tables related to our article Potential Glacial Lake Outburst Flood Assessment in a changing environment, Chhombo Chhu Watershed, Sikkim Himalaya, INDIA
description: Seven number of tables related to our article Potential Glacial Lake Outburst Flood Assessment in a changing environment, Chhombo Chhu Watershed, Sikkim Himalaya, INDIA
DOI: 10.57760/sciencedb.01454
title: Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics
title: Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics

description: Please cite this dataset as：Huang ZJ, Shao ZQ, Fan GS et al. Community smell occurrence prediction on multi-granularity by developer-oriented features and process metrics. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 37(1): 1–25 Jan. 2022. DOI 10.1007/s11390-021-1596-01. data.csv in JCST_replication_R1.zip contains features and prediction classes applied to train our machine learners. Each row represents the features of one developer.2. The .conf files are configurations to perform Codeface4Smells detections. The manual and source code of the tool is available in: https://github.com/maelstromdat/CodeFace4Smells3. The sentiment dataset is available in: http://ansymore.uantwerpen.be/system/files/uploads/artefacts/alessandro/MSR16/archive3.zip
description: Please cite this dataset as：Huang ZJ, Shao ZQ, Fan GS et al. Community smell occurrence prediction on multi-granularity by developer-oriented features and process metrics. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 37(1): 1–25 Jan. 2022. DOI 10.1007/s11390-021-1596-01. data.csv in JCST_replication_R1.zip contains features and prediction classes applied to train our machine learners. Each row represents the features of one developer.2. The .conf files are configurations to perform Codeface4Smells detections. The manual and source code of the tool is available in: https://github.com/maelstromdat/CodeFace4Smells3. The sentiment dataset is available in: http://ansymore.uantwerpen.be/system/files/uploads/artefacts/alessandro/MSR16/archive3.zip
DOI: 10.57760/sciencedb.01462
title: Exacted chromatograms
title: Exacted chromatograms

description: This dataset contains chromatograms of LC-MS/MS exacted from raw data of nucleoside analysis. The original work is submitted for publication.
description: This dataset contains chromatograms of LC-MS/MS exacted from raw data of nucleoside analysis. The original work is submitted for publication.
DOI: 10.57760/sciencedb.01464
title: Dataset of PTV
title: Dataset of PTV

description: Raw data on the trend of antimicrobial resistance in a teaching Hospital
description: Raw data on the trend of antimicrobial resistance in a teaching Hospital
DOI: 10.57760/sciencedb.01480
title: Reference mRNA sequencing analysis
title: Reference mRNA sequencing analysis

description: A total of 6 samples were divided into 2 groups with 3 biological replicates per group. A total of 161080407 raw Read pairs were detected using Illumina second-generation high-throughput sequencing platform and PE150 sequencing strategy. After quality control, 158370194 clean Read pairs were obtained. Star and Cufflinks software were used to complete the comparison and transcription splicing analysis, and then quantitative analysis was conducted on all genes, and differentiated genes were identified according to the differential combination set by the customer. A total of 9731 differentiated genes were identified, and then functional enrichment analysis was conducted on these differentiated genes to explore their functions.
description: A total of 6 samples were divided into 2 groups with 3 biological replicates per group. A total of 161080407 raw Read pairs were detected using Illumina second-generation high-throughput sequencing platform and PE150 sequencing strategy. After quality control, 158370194 clean Read pairs were obtained. Star and Cufflinks software were used to complete the comparison and transcription splicing analysis, and then quantitative analysis was conducted on all genes, and differentiated genes were identified according to the differential combination set by the customer. A total of 9731 differentiated genes were identified, and then functional enrichment analysis was conducted on these differentiated genes to explore their functions.
DOI: 10.57760/sciencedb.01484
title: RNA-sequencing analysis of N-cadherin regulated prostate cancer cell lines
title: RNA-sequencing analysis of N-cadherin regulated prostate cancer cell lines

description: We overexpressed N-cadherin in LNCaP cells and knocked down N-cadherin expression in PC3 cells via lentiviral transduction. Then, we performed RNA sequencing (RNA-seq) to analyze differentially expressed genes (DEGs) and further analyzed the dysregulated pathways and metabolism through enrichment analysis.
description: We overexpressed N-cadherin in LNCaP cells and knocked down N-cadherin expression in PC3 cells via lentiviral transduction. Then, we performed RNA sequencing (RNA-seq) to analyze differentially expressed genes (DEGs) and further analyzed the dysregulated pathways and metabolism through enrichment analysis.
DOI: 10.57760/sciencedb.01400
title: Raw GNSS measurements of Xiaomi Mi8 smartphone
title: Raw GNSS measurements of Xiaomi Mi8 smartphone

description: The 5 sets of raw GNSS measurements acquired using Xiaomi Mi8 smartphone. Including rover, base station and navigation ephemeris files, which are stored according to the date.Note:20201111,20201114,20201115: static observation data using Xiaomi Mi8.20210314: simulated dynamic deformation monitoring observation data using Xiaomi Mi8.20211018: static observation data using Xiaomi Mi8 with a choke coil.
description: The 5 sets of raw GNSS measurements acquired using Xiaomi Mi8 smartphone. Including rover, base station and navigation ephemeris files, which are stored according to the date.Note:20201111,20201114,20201115: static observation data using Xiaomi Mi8.20210314: simulated dynamic deformation monitoring observation data using Xiaomi Mi8.20211018: static observation data using Xiaomi Mi8 with a choke coil.
DOI: 10.57760/sciencedb.01465
title: preparation and performance of chlorfenapyr/PLA-PU microcapsules with a degradable polylactide-based polyurethane wall material
title: preparation and performance of chlorfenapyr/PLA-PU microcapsules with a degradable polylactide-based polyurethane wall material

description: To improve the utilization rate of chlorfenapyr and make the wall material of chlorfenapyr microcapsules easily degradable, polylactide diol, toluene diisocyanate and 1,4-butanediol were used to prepare a chlorfenapyr/PLA-PU microcapsule suspension by interfacial polymerization. The product was characterized by the methods of OM, SEM and FTIR.This dataset records the original data and pictures related to the thesis of the preparation and performance of chlorfenapyr/PLA-PU microcapsules with a degradable polylactide-based polyurethane wall material in detail.
description: To improve the utilization rate of chlorfenapyr and make the wall material of chlorfenapyr microcapsules easily degradable, polylactide diol, toluene diisocyanate and 1,4-butanediol were used to prepare a chlorfenapyr/PLA-PU microcapsule suspension by interfacial polymerization. The product was characterized by the methods of OM, SEM and FTIR.This dataset records the original data and pictures related to the thesis of the preparation and performance of chlorfenapyr/PLA-PU microcapsules with a degradable polylactide-based polyurethane wall material in detail.