cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9wz95rynt2
title: Data for: Decision-making Analysis for Green Roofs with Optimal Expected Ecosystem Services Benefits in the Central City of Guangzhou, China.

description: Data for: Decision-making Analysis for Green Roofs with Optimal Expected Ecosystem Services Benefits in the Central City of Guangzhou, China.
We use multi-source spatial data from various websites to evaluate ecosystem services demand in the Central City of Guangzhou, China. 
The data includes:
(1) Carbon dioxide (CO₂) emissions. Source: https://edgar.jrc.ec.europa.eu/. Accessed July 25, 2024.
(2) Precipitation. Source: http://www.geodata.cn. Accessed July 19, 2024.
(3) Air Quality Index (AQI). Source: http://www.cnemc.cn/. Accessed July 28, 2024.
(4) Landsat 8 and 9 satellite imagery (30m resolution). Source: https://www.usgs.gov/. Accessed July 24, 2024. 
(5) Digital Elevation Model (DEM). Source: https://www.gscloud.cn/. Accessed July 20, 2024. 
(6) Land cover (30m resolution). Source: http://globeland30.org/home.html. Accessed July 19, 2024.
(7) Road vector data. Source: https://ditu.amap.com/. Accessed July 12, 2024.
(8) Building vector data. Source: https://lbsyun.baidu.com/products/map. Accessed January 8, 2024.
(9) Population Density (100m resolution). Source: https://www.worldpop.org/. Accessed July 10, 2024.
(10) POl vector data. Source: https://ditu.amap.com/. Accessed July 12, 2024.
DOI: 10.17632/7pnjpc4b36
title: Surface energy in impact testing of unnotched specimens - Charpy and bending tests RAW data

description: Raw data from three point bending and Charpy impact testing of nanoreinforced epoxi. The analyisis and results obtained from this data are writen on the manuscript: "Surface energy in impact testing of unnotched specimens: influence of carbon nano-fillers in epoxy matrix". M.C Serna Moreno, S. Horta Muñoz. The nomenclature applied is detailed on the manuscript.
DOI: 10.17632/yfcn6b52yz
title: conjunctions_data

description: Excel file containing data on 10,960 conjunction events occurred in 2022 between space objects in Low-Earth Orbit. The dataset is represented as a table, where each row corresponds to a unique conjunction event and each column corresponds to a different conjunction feature. The first row of the table reports the columns names. For each conjunction, the following features are provided: the two objects' names ('name_1', 'name_2'), the two objects' Norad numbers ('norad_1', 'norad_2'), a Two-Line Element (TLE) set for each object ('TLE_1', 'TLE_2'), the time difference (in days) between each TLE epoch and the Time of Closest Approach (TCA) ('prop_1', 'prop_2'), the minimum predicted distance at TCA ('min_range') and the predicted relative velocity at TCA ('rel_vel'). To propagate the objects' trajectories and reconstruct the conjunction kinematics, the only necessary conjunction features are the two TLE sets and the two propagation time-spans.
DOI: 10.17632/8ryrtyjk23
title: Data for: Influence of the refrigerant charge in an R407C liquid-to-water heat pump for space heating and domestic hot water production

description: The Excel file contains raw experimental data of 75 experiments. Measured parameters include: temperatures (T), gauge pressures (P), volumetric flow rates (V), compressor electric power (Welec) and atmopheric pressure. See Figure 1 of the paper for the numbering and position of the different sensors. See Table 1 of the paper for the types of sensors used and their accuracies.
DOI: 10.17632/g42j6gm2t7
title: 1H NMR spectra of hambergite single crystal as a function of orientation.

description: The data for the article entitled "1H NMR in a quasi-one-dimensional zig-zag spin chain of hambergite, Be2BO3(OH)" (DOI: 10.1016/j.jmr.2020.106816). 1H NMR spectra of a hambergite single crystal as a function of the angle between 1H chain and magnetic field for two different rotation planes (5a and 5b) and theoretical spectra for 4-spin ring (5c and 5d).
DOI: 10.17632/kfwz4s83zp
title: Data of Programmed death-ligand 1 expression and VEGF: Nivolumab Plus Bevacizumab, Paclitaxel For HER2-Negative Metastatic Breast Cancer (WJOG9917BTR)

description: NEWBEAT was a phase 2, multicenter, single-arm trial that sought to evaluate the efficacy and safety of first-line triple therapy comprising nivolumab, bevacizumab, and paclitaxel in patients with HER2-negative advanced metastatic or inoperable recurrent BC. The purpose of the accompanying biomarker study (WJOG9917BTR) was to explore potential biomarkers of the efficacy and toxicity of triple therapy in patients with HER2-negative mBC.
DOI: 10.17632/cbg6xbvd3z
title: Figures and tables for REE ore publication

description: Supplementary data to the paper entitled "STUDY OF THE PROPERTIES OF THE ELSTEI DEPOSIT ORE (DORNOGOVI MONGOLIA) AS A POTENTIAL RAW MATERIAL FOR OBTAINING OF RARE EARTH ELEMENTS" including Fig. S1 - S8 and Tab. S1-S3
DOI: 10.17632/b5bbp256fy
title: LINF_070017400

description: Quinoprotein alcohol dehydrogenase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/r5mw54z7d3
title: Mechanical coupling effects of 2D lattices uncovered by decoupled micropolar elasticity tensor and symmetry operation

description: The MATLAB code of the paper "Mechanical coupling effects of 2D lattices uncovered by decoupled micropolar elasticity tensor and symmetry operation".
DOI: 10.17632/x57kp27vj5
title: Cultural Competency Questionnaire Data_122222

description: ASHA's Cultural Competency Check-in for Speech-Language Pathologists (1st year graduate students).
DOI: 10.15468/dl.yyk3mp
title: Occurrence Download

description: A dataset containing 13875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ardisia crenata Sims)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 13875 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001466-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mgc3wmjsnz
title: Multilevel Attention Mechanism for Motion Fatigue Recognition Based on sEMG and ACC Signal Fusion

description: This study recruited 80 healthy university students (45 males and 35 females) from the university as participants, all of whom were right-handed. The recruitment criteria for participants included: normal or corrected-to-normal vision in both eyes, no history of drug abuse or psychiatric disorders, and no consumption of pain medications or psychiatric drugs in the past three months. Additionally, participants were required to have BMI values within the range. All participants were in good physical health with no history of cardiovascular diseases or severe muscle injuries. Furthermore, participants were instructed to refrain from consuming caffeine, nicotine, or alcohol, and to avoid engaging in vigorous exercise within 24 hours prior to the experiment.
To ensure precise regulation of exercise power, this study utilized the Lode Corival CPET (Lode B. V., Groningen, The Netherlands) cycle ergometer for exercise testing. sEMG were made of Ag-AgCl material and arranged in a bipolar configuration with a center-to-center distance of 20 millimeters and a diameter of 1 centimeter. The Noraxon Ultium® EMG sensor recorded sEMG signals at a sampling frequency of 2000 Hz, and data collection was conducted wirelessly using the Noraxon MR3 software. ACC signals were collected using a 9-axis IMU sensor (model WT901WIFIC) at a sampling rate of 20 Hz. Additionally, the Ultima GX system was used to measure participants' ventilation (VE), oxygen consumption ( ), and carbon dioxide production ( ) during the exercise tests. Prior to conducting the experiments, calibration of all sensors and experimental equipment was performed to ensure the accuracy of the data.
DOI: 10.17632/t6pmbvkvtd
title: The effects of implantable collamer lens ICL implantation in high myopia patients’ mental health

description: A total of 43 patients (n=43) underwent Visian ICL V4 implantation surgery at the Second People's Hospital of Foshan between 2021 and 2022. All patients underwent mental state assessments using the Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS) before surgery, one week after surgery, and one month after surgery. Additionally, ophthalmology-related examinations were conducted after surgery.
ICL_survey_results.xls: patients' responses to each question.
ICL_eye_examination.xlsx: eye examination of patients after surgery
survey_scoring_method.docs: how SDS and SAS score are calculated
survey_questions.docs: questions have been asked to patients to collect their SDS, and SAS scores to evaluate their mental health
DOI: 10.17632/z9bxfjhggk
title: Data for: Single-Phase, Natural Circulation Annular Flow Measurements for Cartridge Loop Irradiation Experiments

description: These files provide the raw data from steady-state and transient thermal hydraulic experiments performed as described in the manuscript titled "Single-Phase, Natural Circulation Annular Flow Measurements for Cartridge Loop Irradiation Experiments" submitted to the Nuclear Engineering and Design journal in August 2020.
DOI: 10.6073/pasta/53fbb01c41641d994207eafcdbadc4d4
title: Monitoring juvenile Chinook salmon outmigration using rotary screw traps on the Sacramento River near Tisdale Weir

description: The Tisdale RST sampling site is operated by the California
 Department of Fish and Wildlife (CDFW) to obtain information on the
 temporal distribution, relative abundance, and composition of race
 and species of juvenile Chinook salmon (Oncorhynchus tshawytscha)
 and steelhead trout (O. mykiss) emigrating from the upper Sacramento
 River and tributaries to the Sacramento-San Joaquin Delta (Delta).
 The project collects data near the Tisdale Weir on the Sacramento
 River, using two paired rotary screw traps (RSTs) outfitted with two
 8-ft diameter cones. 
 
 
 The RST monitoring site at Tisdale Weir was established meet a
 requirement of the 2011 amendment to the reasonable and prudent
 alternative (RPA) of the 2009 biological and conference opinion (BO)
 on the long-term operations of the Central Valley Project (CVP) and
 State Water Project (SWP). The amendment required the Bureau of
 Reclamation (USBR) and the California Department of Water Resources
 (DWR) to fund a new juvenile salmonid monitoring site on the
 Sacramento River between Red Bluff Diversion Dam (RBDD) and Knights
 Landing. The purpose of the new site was to provide early warning of
 fish movement and determine survival of listed fish species leaving
 spawning habitat in the upper Sacramento River.
 
 
 CDFW issued ITP 2081-2019-066-00 to DWR on March 31, 2020, for the
 long-term operation of the SWP in the Delta. Condition 7.5.2 of the
 ITP requires the development and establishment of a spring-run
 Chinook salmon juvenile production estimate (JPE) to increase
 understanding regarding the impacts water operations have on the
 spring-run Chinook salmon population in the Sacramento River
 watershed and inform the development of minimization measures to
 reduce take of spring-run Chinook salmon at Delta fish salvage
 facilities. Data from the Tisdale RST will be used along with other
 datasets from juvenile salmonid monitoring programs in the
 Sacramento River Watershed to inform the development of JPE modeling
 approaches.
 
 
 Salmonid data collected from the Tisdale RST, among other datasets,
 is also used by the Salmon Monitoring Team (SaMT) to understand the
 movement of juvenile salmon in the Sacramento River Watershed to
 estimate the number of winter-run and spring-run Chinook salmon that
 have entered the Delta. SaMT is a real-time operations monitoring
 team required by Condition of Approval 8.1.2 of the ITP which meets
 weekly from October through June, to provide advice for real-time
 management of SWP operations to DWR, CDFW, and the Water Operation
 Management Team (WOMT) to minimize take of winter-run and spring-run
 Chinook salmon in the Delta.
DOI: 10.17632/wmtdmjgsfp
title: 2 years Eddy Covariance measurements over the Gulf of Eilat (Aqaba)

description: The 2-year (September 2020-September 2022) measured local micrometeorology and Eddy covariance latent and sensible heat fluxes at the Gulf of Eilat, Israel (29.510748°N, 34.917669°E).
DOI: 10.17632/tg57h35h23
title: At Home Technique for Debridement of Nail Plate Thickening

description: At-home nail drill utilized to improve appearance of nail plate thickening. The device is rechargeable, handheld, with adjustable speeds and a dust collector to prevent particle dispersion.
DOI: 10.17632/j9df235g6k
title: LINF_070007600

description: Endopeptidase domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vbtc8f92wc
title: PIAAC_SII

description: PIAAC dta format
DOI: 10.17632/czmxhfy6dg
title: 10 noxious invasive plant species in northeast India

description: Field surveys were carried out in different localities of the three Himalayan states of northeast India viz. Arunachal Pradesh, Manipur, and Nagaland, and data were collected for analysis.
Based on the average IVI value index, 10 most noxious invasive alien vascular plant species were identified.
Composting invasive plant species for their livelihood value addition to the indigenous people of northeast India.
DOI: 10.17632/jxpnhc43xr
title: Dataset for testing the performance of a Cuckoo Search Optimization based Forward Consecutive Mean Excision model for threshold adaptation in Cognitive Radio

description: We present the dataset used to evaluate our newly proposed Cuckoo Search Optimization (CSO) based Forward Consecutive Mean Excision (FCME) model for threshold adaptation in Cognitive Radio (CR). Our CSO-FCME model is designed to effectively auto-tune the parameters of the FCME algorithm. Thus, instead of manually computing the parameter values of the FCME algorithm, which can be often error-prone, our model provides an automatic means to achieve this. Our model also achieves fully blind spectrum sensing in CR, which is highly desirable in the development of CR technologies. The dataset are provided in MATLAB format for future validation purposes and to spur global collaboration amongst researchers working on same or similar subject matter.
DOI: 10.17632/msygc9yzwh
title: reflective journal

description: reflective journal
DOI: 10.17632/6j7xtjttvc
title: Data for: VIDEO-BASED TOOLS TO ENHANCE NURSES’ GERIATRIC KNOWLEDGE : A DEVELOPMENT AND PILOT STUDY.

description: Quantitative data and qualitative data of research on effect of serioussoap.nl on geriatric knowledge of nurses and its usability.
DOI: 10.17632/j8yjzy3p2b
title: Economic Potential Energy (EPE)

description: The provided code conducts a visual analysis and numerical calculation of Economic Potential Energy (EPE) based on a potential function. Here's a description of the code:

Potential Function Definition (potential_function):

The code starts by defining a potential function that represents the economic potential energy at different points (x). In this example, the potential function is a simple quadratic function (x^2). Users are encouraged to replace it with their actual potential function, which should capture the economic dynamics they are interested in.
Integration Range (a to b):

The integration process focuses on a specified range, denoted as [a, b], representing the economic state of interest. These limits can be adjusted based on the specific economic conditions or time period under consideration.
Integration Using quad Function:

The quad function from the scipy library is employed to numerically integrate the potential function over the defined range (a to b). The result of this integration is stored in the variable result.
Display of the Result:

The numerical result of the integration, representing the Economic Potential Energy (EPE), is printed to the console. This provides a quantitative measure of the economic potential energy within the specified range.
Visualization using matplotlib:

The code utilizes the matplotlib library to create a visual representation of the potential function and the integration process.
The potential function is plotted over a range of x values.
The area under the curve, which corresponds to the integrated energy, is shaded for clarity in the plot.
Vertical dashed lines are included to highlight the integration limits (a and b).
Adaptation for Specific Use Case:

Users are encouraged to replace the example potential function with one that accurately models their economic potential energy concept.
The integration range (a to b) should be adjusted based on the specific economic conditions or time period of interest.
Plot Title and Labels:

The plot is adorned with a title ('Economic Potential Energy (EPE) Visualization') and axis labels ('x' for the horizontal axis and 'Potential Function' for the vertical axis).
A legend is included to label the potential function curve and the shaded area.
In summary, the code provides a comprehensive analysis of Economic Potential Energy, combining numerical computation and visual representation to offer insights into the economic dynamics within a specified range.
DOI: 10.17632/s7nxbzy32p
title: Comparative analysis of whey protein in goat milk throughout the lactation cycle using data-independent acquisition and data-dependent acquisition based proteomics methods 

description: We have investigated whey proteome of goat milk at 1, 3, 30, 90, 150, and 240 d using data-independent acquisition and data-dependent acquisition quantitative proteomics approaches. The clustering and principal component analysis revealed that the protein components in goat milk was associated with specific lactation stages. Protein-protein interaction showed that fibronectin had more interaction with other proteins and was considered as a central node. Our results can provide a better understanding of the whey proteome during the lactation cycle of dairy goats and indicate which proteins are important for the development of newborns and mammary gland.
DOI: 10.17632/xw5p3jcf8h
title: Drought experiment seedlings Spain

description: This dataset contains the fungal community data after quality control and clustering. Numbers in the sheet "Community" represent relative proportions of taxa in the file. Environmental data can be found in "env" sheet, while taxonomical and functional anotations can be found in "taxonomy-functions".
DOI: 10.17632/dd8p7794jg
title: (Re)production and The Loss of Culture and Tradition- A Case Study of the Gendered Tradition of Phulkari

description: The research objective of the paper is to study the impact of changing trends and practices on Punjab’s cultural heritage product - Phulkari; To remark the loss of culture in the form of sentiments or emotions associated with the embroidering community and their product named Phulkari; To gauge the efficacy of the GI Tag given to the product in safeguarding the traditional practice and the interests of the women - community (stakeholders) that partakes in it. The objective of the study was realized by collecting data from traders/sellers and craftswomen/artisans using semi-structured questionnaires and key informant interviews. qualitative data of this study has been analyzed using NVivo 15 (a qualitative data analysis software). Its features such as automated coding, automated sentiment analysis, and word frequency analysis as part of the thematic analysis process has been extensively utilized. The analysis of responses of the select stakeholders using NVivo has been presented under two heads: in the first part, thematic analysis of the responses has been done whereas in the second part, the sentiments of the stakeholders with respect to Phulkari has been analyzed, collated and (re)produced. The thematic analysis of responses comprised of following themes: Phulkari work in contemporary times, existing designs and patterns, reasons for buying phulkari, process of acquisition, loss of culture and tradition in the event of commercialization, GI Tagging and its relevance. Extensive use of word cloud and tree map has been done to depict the themes pictorially. The terms such as "demand," "people," "customers," "embroidery," "phulkari," and "works" are predominant. This indicates that the responses from shopkeepers are primarily focused on the commercialization of the product. Artisans' perceptions encompass a broader range of lexical items. This suggests an emphasis on the transformation of intergenerational cultural practices, highlighting comparisons with traditional Phulkari practices. The artisans' responses address themes such as purpose, patterns, designs, methodologies, and the values associated with their products, as well as how this craft has become a source of empowerment for them. The interconnections between various words. Prominent terms such as "Work," "Phulkari," and "Now," along with their connections, align seamlessly with the auto-coded themes and subthemes mentioned above. This demonstrates the interlinkages amongst all terms and each theme.The sentiment analysis of the stakeholders using autocoding in NVivo reveals a mixed sentiment comprising of neutral, positive and negative emotions. The responses of the stakeholders have been categorised into the nature of sentiments. The analysis of data also reveals the demonstrable ineffectiveness of GI tagging in securing prosperity of artisans and significant erosion of its cultural significance.
DOI: 10.17632/jkbgg7n45k
title: Anexo VI. Ficha de árbol genealógico

description: Cuestionario orientado a recoger información sobre la ascendencia indígena del alumnado. El instrumento ha sido desarrollado por: Programa de Educación Intercultural Bilingüe. (2013). Estudio sobre presencia de apellido indígena mapuche en once escuelas municipales de la comuna de Puerto Montt – año escolar 2012. Puerto Montt, Chile.
DOI: 10.17632/z6twpstz4r
title: Blue Rim escarpment geochemical data

description: Bulk geochemical of paleosols and sediments, and carbon isotope data of fossils from Blue Rim escarpment. Collected June and September 2019, and housed at the University of Michigan's Earth Systems Science Laboratory (supervised by Dr. Nathan Sheldon).
DOI: 10.17632/bjxkcbbhpx
title: Histological images of the leech Hirudo medicinalis

description: This dataset contains histology images of longitudinal sections of the leech Hirudo medicinalis to focus on the central nervous system between ganglia 8-9 and ganglia 12-13, with images of control leeches and leeches with inflicted damage on the central nervous system, specifically on the connective tissue between ganglia. 

The dataset contains images focusing on the connective cords of two different leeches in two separate sections. The first section is between ganglia eight and nine, and the second section is between ganglia 12 and 13. The images correspond to longitudinal tissue areas to find each section's connective cords going from top to bottom. One leech was set as control, having any modification; the other leech was dissected to inflict damage on the connective cords of the central nervous system. The dataset contains 69 images of the control leech and 147 for the leech with injury. Raw data is 3072X4096 pixels. Clean images are 2800X2800 pixels. 

The dataset consists of 432 images divided into 216 raw JPG images and 216 clean PNG images. Each image is uniquely identified with its file name using the following code: section-damage-slide-zoom-number.(png or jpg). The identifiers are:

Section: 8 for sections eight to nine, and 12 for sections 12 to 13, 
Damage: c for control or no damage, and 0d for damage inflicted on the same day of dissection. 
Slide: Number of the position of the slide in the sequence of sections, 
Zoom: Augmentation of the stereoscope, 
Number: Number of each section on the slide.