cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hp95rw6m6p.1
title: Research on the Application of CGAN in the Design of Historic Building Facades in Urban Renewal—Taking Fujian Putian Historic Districts as an Example(Training set for machine learning)

description: This dataset is about the paper "Research on the Application of CGAN in the Design of Historic Building Facades in Urban Renewal—Taking Fujian Putian Historic Districts as an Example".In recent years, artificial intelligence technology has widely influenced the field of design, bringing new ideas to efficiently and systematically solve urban renewal design problems. The purpose of this study is to create a stylized generation technology for building facade decoration in historic blocks, which will aid in the design and control of block style and form. The goal is to use the technical advantages of conditional generative adversarial network (CGAN) in image generation and style transfer to create a method for independently designing a specific facade decoration style by in-terpreting image data of historical block facades. The research in this paper is based on the historical district of Putian in Fujian Province, through an experiment of image data acquisition, image processing and screening, model training, image generation, and style matching of the target area. The research found that: (1) CGAN technology can better identify and generate the decorative style of historical blocks. It can realize the overall or partial scheme design of the facade; (2) in terms of adaptability, this method can provide a better scheme reference for historical block reconstruction, facade renovation, and renovation design projects. Especially for blocks with obvious decorative styles, the visualization effect is better. In addition, it also has certain reference significance for the determination and design of the facade decoration style of a specific historical building; (3) This method can better learn the internal laws of the complex block style and form so as to generate a new design with a clear decoration style attribute. It can be extended to other fields of historical heritage protection to enhance practitioners' stylized control of the heritage environment and im-prove the efficiency and ability of professional design.
DOI: 10.17632/hp95rw6m6p.2
title: Research on the Application of CGAN in the Design of Historic Building Facades in Urban Renewal—Taking Fujian Putian Historic Districts as an Example(Training set for machine learning)

description: This dataset is about the paper "Research on the Application of CGAN in the Design of Historic Building Facades in Urban Renewal—Taking Fujian Putian Historic Districts as an Example".In recent years, artificial intelligence technology has widely influenced the field of design, bringing new ideas to efficiently and systematically solve urban renewal design problems. The purpose of this study is to create a stylized generation technology for building facade decoration in historic blocks, which will aid in the design and control of block style and form. The goal is to use the technical advantages of conditional generative adversarial network (CGAN) in image generation and style transfer to create a method for independently designing a specific facade decoration style by in-terpreting image data of historical block facades. The research in this paper is based on the historical district of Putian in Fujian Province, through an experiment of image data acquisition, image processing and screening, model training, image generation, and style matching of the target area. The research found that: (1) CGAN technology can better identify and generate the decorative style of historical blocks. It can realize the overall or partial scheme design of the facade; (2) in terms of adaptability, this method can provide a better scheme reference for historical block reconstruction, facade renovation, and renovation design projects. Especially for blocks with obvious decorative styles, the visualization effect is better. In addition, it also has certain reference significance for the determination and design of the facade decoration style of a specific historical building; (3) This method can better learn the internal laws of the complex block style and form so as to generate a new design with a clear decoration style attribute. It can be extended to other fields of historical heritage protection to enhance practitioners' stylized control of the heritage environment and im-prove the efficiency and ability of professional design.
DOI: 10.17632/yrk2rg5vb6.1
title: ALKBH5 western blot

description: Original western blot
DOI: 10.17632/yrk2rg5vb6.2
title: ALKBH5 western blot

description: Original western blot
DOI: 10.17632/yrk2rg5vb6.3
title: ALKBH5 western blot

description: Original western blot
DOI: 10.17632/g7jxt3jyhc.1
title: humanized antibody

description: As human anti-mouse antibody (HAMA) response is caused by murine antibodies in humans, the usage of this kind of antibody has been limited. With the development of antibody engineering techniques, it became possible to decrease even further the murine part of antibodies by replacing the hypervariable loops of a fully human antibody with the hypervariable loops of the murine antibody of interest, using an approach called complementarity-determining region (CDR) grafting. These antibodies, called ‘humanized antibodies’, are 85–90% human and are even less immunogenic than chimeric antibodies.
DOI: 10.17632/rxsw3f69yc.1
title: Lung Cancer RECIST PFS/OS data

description: The database is extracted from CT scans of patients diagnosed with lung cancer. Patients with different characteristics are monitored and treated at the Salah Azaiez Institute in Tunisia.
Objective response for each patient was reported. When patients are suffering from a solid tumor in the lungs, RECIST criteria are adopted to assess the patient's response to treatment (often chemotherapy and/or or radiotherapy and/or surgery).
Using this information from the CT scans and reports written by Salah Azaiez Institute radiologists, we were able to establish a dataset that provides, for each patient: age, sex, treatment, presence of mass and presence of nodules, censoring information (left, right or by interval), the objective response and the survival time in days.
DOI: 10.17632/yfm25c5d8n.1
title: Landslide Dataset

description: Variables used in landslide susceptibility analysis
DOI: 10.17632/p4kzvwk29d.1
title: Employees

description: Sample Employee information
DOI: 10.17632/3rg92z7khb.1
title: Location

description: Sample Location details
DOI: 10.17632/cdrrmpbb3x.1
title: Partners

description: Partners informaiton
DOI: 10.17632/zytt98yd9h.1
title: Investor

description: Investor informaiton
DOI: 10.17632/bjy5kfcckw.1
title: Vendor

description: Vendor data
DOI: 10.17632/9wjy3mwgbw.1
title: Distributor

description: Details of the distributors
DOI: 10.17632/27ttgdrhsn.1
title: Customer

description: Customer information such as customer name, address, email
DOI: 10.17632/rs2cbnm2xk.1
title: Entrepreneurial Performance among Differently-Abled Individuals

description: The "Entrepreneurial Performance among Differently-Abled Individuals dataset contains data collected from a comprehensive study examining the factors influencing the entrepreneurial performance of differently-abled individuals across various regions and countries. The dataset encompasses information on demographic characteristics, such as age, gender, and marital status, as well as factors related to entrepreneurial training, access to credit facilities, and technological usage. The data enables researchers to analyze the impact of these factors on entrepreneurship. The data were collected from 100 entrepreneurs in the Western Province of Sri Lanka.
DOI: 10.17632/9bcjxdr7bz.1
title: MARCO, TLR, and fibrosis analysis of porous precision-templated scaffolds

description: This repository contains raw data of porous precision-templated scaffolds implanted subcutaneously in WT, MARCO KO, MyD88 KO or TLR4 KO mice.
DOI: 10.17632/74gv64trd3.1
title: Clustering

description: Clustering
DOI: 10.17632/v8yt3r8th2.1
title: Product Dataset

description: List of products with  the attributes, S.No, BrandName,Product ID,Product Name,Brand Desc,Product Size,Currancy,MRP,SellPrice,Discount,Category
DOI: 10.17632/dyd858nvmc.1
title: All India Load Profile Data and IIT Kanpur Load Profile Data

description: The load profile reflects the activity of a population of society with respect to electrical power consumption over a given period of time. 24 Hours is divided into 94 time slots. Length of each time slot is 15 Minutes.
DOI: 10.17632/dztzbmt8fm.1
title: Table S1-S2 by Dan Wang CAGS

description: Table S1 Whole-rock major (wt.%) and trace elements (ppm), Li and B contents and isotopic data of the low-T and high-T eclogites, amphibolitized eclogite, and phengite schists from the Changning-Menglian suture zone.
Table S2 Li and B contents of minerals from the high-T and low-T eclogites and phengite schists from the Changning-Menglian suture zone.
DOI: 10.17632/765f9tmfdp.1
title: ACTION OF HYDROGEN PEROXIDE AGAINST CYANOBACTERIAL BLOOM (Microcystis aeruginosa) IN SHRIMP AQUACULTURE

description: Shrimp aquaculture is significant for employment and food security. Uncontrolled blooms of Microcystis aeruginosa cause water deterioration and make it less suitable for shrimp welfare in shrimp farming. Its repercussions on shrimp growth and mortality led the researchers to investigate the inhibiting potential of hydrogen peroxide against cyanobacteria. However, the dangers associated with using hydrogen peroxide are primarily related to the proper doses and concentration levels, which prompted the researchers to also focus on studying the appropriate uses and doses of hydrogen peroxide and its effects on shrimp growth and its survival rate for shrimp farming because the usage of permitted hydrogen peroxide is not well-established. Testing different concentrations of hydrogen peroxide for various treatments to see its effects on the nitrification process, they measured the inhibiting potency from its uncontrolled bloom and the shrimp biomass using shrimp growth and survival rate data. The study revealed the effectiveness of hydrogen peroxide at an ideal concentration. The researchers suggest using hydrogen peroxide in shrimp aquaculture against cyanobacteria to achieve good harvests in shrimp farming. Also, to harvest more shrimp, shrimp farm operators should be aware of the various impacts of hydrogen peroxide on shrimp welfare.
DOI: 10.17632/69ckvtv5xh.1
title: LncRNA THUMPD3-AS1 promotes invasion and EMT in gastric cancer by regulating the miR-1297/BCAT1 pathway

description: Long noncoding RNAs (lncRNAs) play crucial roles in the development of gastric cancer （GC）; However, studies of their mechanisms of action are needed to determine their clinical value. The aim of this study is to explore the effects and mechanisms of THUMPD3-AS1 in GC. Elevated levels of THUMPD3-AS1 were observed in GC and demonstrated a significant positive correlation with poor prognosis. Functionally, THUMPD3-AS1 promoted GC cell proliferation, migration, invasion, and epithelial–mesenchymal transition (EMT) and induced tumour growth in vivo. THUMPD3-AS1 exerts its regulatory function on BCAT1 through competitive binding with miR-1297. Further investigations confirmed that both THUMPD3-AS1 and miR-1297 interact with BCAT1. These findings suggest that THUMPD3-AS1 promotes GC invasion and EMT by regulating the miR-1297/BCAT1 pathway, indicating that THUMPD3-AS1 may serve as a novel biomarker and therapeutic target for GC.
DOI: 10.17632/4jf2m44xp5.1
title: ANTIPSYCHOTICS IN ANTI-NMDAR ENCEPHALITIS BEFORE IMMUNOTHERAPY

description: We included patients from the ANMDARE cohort at the National Institute of Neurology and Neurosurgery of Mexico (NINN) assessed between 2014 and 2022, who received psychiatric attention and symptomatic treatment with antipsychotic medications before the referral to our Institution, before a formal ANMDARE diagnosis, and before the administration of immunotherapy. All patients underwent a comprehensive diagnostic evaluation, including extensive bloodwork, EEG, MRI, and lumbar puncture studies, to exclude other potential causes, and to ascertain the presence of anti-NMDAR antibodies in cerebrospinal fluid (CSF). Patients were diagnosed as having possible, probable and definite autoimmune psychosis according to the Pollak et al criteria,4 and classified as having or not a significant adverse reaction to antipsychotic medication, raising the suspicion of NMS, according to the Pollak et al criteria, which consider three variables: hyperthermia, generalized rigidity, and elevation of CPK. A full diagnosis of NMS was done by means of the DSM-5 and the Caroff et al recommendations.
DOI: 10.17632/dz9dn8vf5c.1
title: PISA and relative age

description: The following database comes from the OECD organization and has a modification on some variables to carry out a study on the relationship between relative age and academic performance in Spanish adolescents.
DOI: 10.17632/xxfkvrh6xj.1
title: Climate and geological change as drivers of Mauritiinae palm biogeography

description: SYNTHESIS - Journal of Biogeography - DOI: 10.1111/jbi.14098

ABSTRACT 

Aim. Forest composition and distribution are determined by a myriad of factors, including climate. As models of tropical rain forest, palms are often used as indicator taxa, particularly the Mauritiinae. We question, what characterises the Mauritiinae pollen in the global fossil record? And when did the Mauritiinae become endemic to South America?

Location. Global tropics.

Taxon. Mauritiinae palms (Arecaceae: Lepidocaryeae).

Methods. Pollen trait data from extinct and extant Mauritiinae pollen was generated from light-, scanning- and transmission electron microscopy. Statistical morphometric analysis was used to define species and their relationships to other Mauritiinae. We also compiled a comprehensive pollen database for extinct and extant Mauritiinae and mapped their global geographical distribution from Late Cretaceous to present, using GBIF and fossil data.

Results. Our morphometric analysis identified 18 species (11 extinct and seven extant), all exhibiting exine indentations, a synapomorphy of the subtribe. The fossil taxa and early divergent extant Lepidocaryum are all monosulcate, whereas the extant Mauritia and Mauritiella species are all monoulcerate. Palaeobiogeographical maps of fossil Mauritiinae pollen occurrences suggest the taxon originated in equatorial Africa during the Cretaceous, and expanded their range to South America, and to India in the Paleocene. Range retraction started in the early Eocene with extirpation from India, and reduction in diversity in Africa culminating at the Eocene–Oligocene Transition (EOT). In contrast, in South America the distribution is maintained, and since the Neogene Mauritiinae palms are mostly restricted to swampy, lowland habitats. 

Main conclusions. Morphometric analysis shows that since their origin Mauritiinae pollen are relatively species poor, and Mauritiidites resembles Lepidocaryum.  We also conclude that the biogeographical history of the Mauriitinae and, by extension, tropical forests was strongly affected by global climatic cooling events. In particular the climate change at the EOT was a fundamental determinant of current tropical forest distribution.

KEYWORDS
Arecaceae, Eocene–Oligocene Transition (EOT), fossil record, global cooling, interplate dispersal, Lepidocaryum, Mauritia, Mauritiella, Neotropics, palynology
DOI: 10.17632/f4dfzbxs8g.1
title: Cyclic sediment deposition by orbital forcing in the Miocene wetland of western Amazonia? New insights from a multidisciplinary approach

description: Authors: Carina Hoorn*, Tyler Kukla, Giovanni Bogotá-Angel, Els van Soelen, Catalina González-Arango, Frank P. Wesselingh, Hubert Vonhof, Pedro Val, Gaspar Morcote-Rios, Martin Roddaz, Elton Luiz Dantas, Roberto Ventura Santos, Jaap S. Sinninghe Damsté, Jung-Hyun Kim, Robert J. Morley*

Supplementary data
 
In the Miocene, a large wetland system extended from the Andean foothills into western Amazonia. This system has no modern analogue and the driving mechanisms are not yet fully understood. In this study we investigate the presumed orbital cyclicity that controlled sediment deposition, while also assessing sediment source and biomes in the Miocene wetland. We do this by integrating lithological, palynological, malacological and geochemical data from the Los Chorros site (Amazon River, Colombia), and by placing our data in a sequence stratigraphic framework. In this sequence biostratigraphic evaluation, the Los Chorros succession is visualised to be composed of a series of flood-fill packages, with a rapid initial flood, marine-influenced conditions at the time of maximum flood, followed by a longer regressive infill phase. 
Marine, mangrove, and lacustrine indicators suggest that the outcrops at Los Chorros represent predominant marine-influenced lacustrine conditions during periods of sea level highstand. The sequence biostratigraphic evaluation further points to eight 41 kyr obliquity-driven depositional cycles, with rapid phases of transgression. Mangrove elements would have colonised within the timeframe of each sea level rise. Based on this relative age constraint and comparison to regional records, deposition likely took place prior to the 13.8 Myr global sea level fall, and most likely during the period just after 14.5 Ma, towards the end of the Middle Miocene Climatic Optimum (MMCO). Palynological evidence further suggests that to the west, surface elevation ranged from ~1000 up to ~3500 m and hosted protoparamo vegetation, the oldest yet reported and in agreement with predictions from molecular studies. In contrast, contemporaneous sites to the northeast of the wetland consisted of fluvial and cratonic formations, as shown by their Nd and Sr isotopic sediment signature.  In summary, our data lead to an improved understanding of how geological and astronomical mechanisms controlled the floral and faunal distribution and controlled sediment deposition in western Amazonia during the middle Miocene. As Miocene conditions strongly contrast with modern western Amazonia, our data provide an important context for the deep time history and evolution of the modern western Amazon rainforest.
DOI: 10.17632/ppbt9cztg5.1
title: Effect of needle profile in the ICE fuel injector nozzle on the quality of fuel atomisation

description: The results of research on the impact of changing the cross-section of the atomizer's flow channel caused by changing the flow geometry of the (passive) part of the needle on the granulometric distribution of the fuel aerosol formed during its atomization in a medium under atmospheric pressure. Diesel oil without biocomponents (D100) was used in the study. During the measurements, the temperature of the fuel and air into which the injection was carried out was 20 °C. Three-hole type H1LMK 148/1 atomizer with hole diameter dN equal to 0.34 mm was analyzed. The fuel injector was installed on the measuring stand and powered by a fuel pump with a constant fuel dose of 0.6 cm3 set for all measurements. A nozzle with a standard (unmodified) needle and three nozzles with needles with a modified profile in the flow part of the needle, marked with the code signatures 1L, 2L and 3L, were tested. The needles are characterized by an increasing level of fuel turbulence during its flow along the flow part due to the use of one (1L), two (2L) and three (3L) de Laval toroidal nozzles, respectively, obtained by mechanically shaping the outer surface of the flow part of the spray needle. The injectors were adjusted to the standard injector opening pressure of 26 MPa. The aerosol produced was tested using the Malvern Spraytec STP 500 device cooperating with the dedicated Malvern ver. 4.0. During the tests, measurements and analysis of the aerosol droplet size distribution over the entire duration of injection, equal to 7±2 ms, were made for each of the nozzles. The experiment made it possible to determine the effect of nozzle needle profiles on the time distribution of actual droplet diameters, the time distribution of Sauter mean droplet diameters D[3,2], percentile shares of droplet diameters Dv(10), Dv(50) and Dv(90), distibution span over time the development of the aerosol stream and the time distribution of the share of drops with diameters belonging to the selected diameter classes D[x1-x2] in the aerosol. The results of measurements of the granulometric distribution indicate that the use of atomizers with a modification of the flow channel allows for an increase in the share of droplets with smaller diameters compared to the standard atomizer.
DOI: 10.17632/mbbjx5f57s.1
title: Electrochemical dissolution

description: Electrochemical dissolution for SLMed AlSi10Mg for 10 min at 2.5V
DOI: 10.15468/dl.ku2acp
title: Occurrence Download

description: A dataset containing 1102134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1102134 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009244-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxpkal
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006719-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6qavw
title: Occurrence Download

description: A dataset containing 1102137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain"
 ]
}

 The dataset includes 1102137 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009249-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.echisz
title: Occurrence Download

description: A dataset containing 1604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus horridus Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-104.63 23.68,-104.63 50.99,-49.53 50.99,-49.53 23.68,-104.63 23.68))"
 ]
}

 The dataset includes 1604 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006719-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veg4f4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ellychnia flavicollis (LeConte, 1868)"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014238-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr3e2s
title: Occurrence Download

description: A dataset containing 1826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laguncularia racemosa (L.) C.F.Gaertn.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1826 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006719-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.