cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28883624
title: Python code for jupyter notebook

description: Computer vision for detect bradykinesia on finger tapping task using mediapipe, use finger tapping taskStep by Step1.MediaPipe Hand detection and feature extraction2.Load data for MLtraining (excel file)3.Prepare data for ML4.Train ML with cross-validation5.Plot Multiple ROC curve6.Plot SHAP summary plot7.Load model (file svc1.pkl) to detect bradykinesia
DOI: 10.15468/dl.7tvspc
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza officinalis Wall. ex Watt"
 ]
}

 The dataset includes 1784 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018929-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubduk4
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza meyeriana (Zoll. & Moritzi) Baill."
 ]
}

 The dataset includes 539 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018928-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35hzc9
title: Occurrence Download

description: A dataset containing 17321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera laciniata Hill"
 ]
}

 The dataset includes 17321 records from 396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018925-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27188541.v1
title: Promising Novel Heterocyclic Drug Candidates: Synthesis, Characterization, DFT Calculations and <i>In Silico</i> Investigations of Anticancer Behaviors

description: In recent years, the inadequacy and high costs of current cancer treatment drugs have led to an increase in research focused on the design and synthesis of new compounds with potential applications in this field and the evaluation of their anticancer properties using <i>in silico</i> methods. For this purpose, four novel heterocyclic compounds (6–9) were synthesized and characterized using spectroscopic techniques. The DFT approach and B3LYP/6-311G(d,p) basis set were used to compare theoretical data with experimental ones and to obtain optimized geometries. It was observed that experimental and theoretical data were in harmony. <i>In silico</i> techniques were used to investigate the potential of synthesized compounds as drug candidates. ADMEt results have shown that all synthesized compounds have Lipinski’s rule of five which has searched criteria in drug candidates. Molecular docking studies were also performed against cancer-related proteins. The highest docking score between 2XIR protein and compound 8 was found to be −11.7 kcal/mol, while the lowest was −8.2 kcal/mol between 1MP8 protein and compound 9. To do meaningful comparisons standard drugs were also used in Molecular Docking studies. It was observed that all synthesized molecules had higher docking scores than standard drugs except ifebemtinib. It can be suggested that based on ADMET and molecular docking studies compound 8 has the potential to be a drug candidate after further investigations such as <i>in vitro</i>, <i>in silico</i>, etc., have been performed in this area.
DOI: 10.5281/zenodo.15535688
title: Regulace stromálních buněk stresem ER v (pre)kancerózním mikroprostředí

description: Datová sada obsahuje informace k aktivitě 1.3.3 se zaměřením na studium buněk imunitního systému, vzhledem k jejich klíčové roli v procesu karcinogeneze. Aktivita obsahuje data o studi tkáňového mikroprostředí v souvislosti s nově popisovaným fenoménem "přenosného stresu ER" a jeho vlivu na imunitní odpověď. Výše zmíněné procesy jsou studovány na klinických vzorcích premaligních a nádorových tkáních a séru periferní krve pacientů s prekancerózami a nádory prsu.  V in vitro části se v aktivitě zaměřujeme na 2D i 3D buněčné (ko-)kultivace, přičemž studované modely se orgánově orientují na prsa, ledviny a ovaria. Hlavní důraz je kladen na analýzu buněk imunitního systému a jejich roli v remodelaci mikroprostředí.
DOI: 10.5281/zenodo.15535689
title: Regulace stromálních buněk stresem ER v (pre)kancerózním mikroprostředí

description: Datová sada obsahuje informace k aktivitě 1.3.3 se zaměřením na studium buněk imunitního systému, vzhledem k jejich klíčové roli v procesu karcinogeneze. Aktivita obsahuje data o studi tkáňového mikroprostředí v souvislosti s nově popisovaným fenoménem "přenosného stresu ER" a jeho vlivu na imunitní odpověď. Výše zmíněné procesy jsou studovány na klinických vzorcích premaligních a nádorových tkáních a séru periferní krve pacientů s prekancerózami a nádory prsu.  V in vitro části se v aktivitě zaměřujeme na 2D i 3D buněčné (ko-)kultivace, přičemž studované modely se orgánově orientují na prsa, ledviny a ovaria. Hlavní důraz je kladen na analýzu buněk imunitního systému a jejich roli v remodelaci mikroprostředí.
DOI: 10.15468/dl.ra2uaj
title: Occurrence Download

description: A dataset containing 28924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.95029 47.37002,9.95029 46.83284,10.42076 46.64562,10.81534 46.29023,11.84733 46.3112,12.45439 46.49957,12.78827 47.05043,13.21321 47.35974,12.62133 47.68769,11.90804 48.01359,10.43593 47.85089,9.95029 47.37002))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 28924 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005203-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57833/cidacs/ieybql
title: Extração da coorte de cem milhões de Brasileiros vinculada ao Sistema de informação de agravos de notificação com recorte para o agravo da tuberculose ao sistema de informações sobre mortalidade e a base de dados do programa minha casa minha vida

description: Base produzida e utilizada com a finalidade de alcance do objetivo de "Avaliar o impacto do Programa Minha Casa Minha Vida sobre a ocorrência de tuberculose, hanseníase, HIV/Aids, prematuridade, diarreia, mortalidade infantil e saúde cardiovascular", componente do projeto intitulado: "Grupo De Pesquisa Em Saúde Global Sobre Políticas E Desigualdades Em Saúde – NIHR Global Health Research Group In Social Policy And Health Iniqualities".
DOI: 10.15468/dl.bnnzxq
title: Occurrence Download

description: A dataset containing 36817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36817 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005199-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5wwjc
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cephalipterum drummondii A.Gray",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 196 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007477-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2wl-lq8-e1q
title: †Thalmanninella greenhornensis (Morrow, 1934)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxt-vrt-5sf
title: †Schizophoria King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mj7-vbe-g0y
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evt-1h8-bgp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9d-zmd-wzw
title: Globobulimina pacifica Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5e3-ngr-4ev
title: †Beyrichia (Beyrichia) M'Coy, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/srl-7mc-2m1
title: †Lenticulina (Lenticulina) saxonica Bartenstein & Brand, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yjj-pgf-kxj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f03-qw2-3gy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spm-7bc-zca
title: Belemnopsis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3yq-9ly-nw3
title: †Clavatorella bermudezi (Bolli, 1957)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2z-vnh-4st
title: Globorotalia truncatulinoides (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zse-e62-e18
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1jm-bfh-tbn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxb-2rl-v1f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.rwzxah
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pheidole megacephala",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022635-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k1z-jr0-cqf
title: †Aulacella Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sff-0xr-hq1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6d3-ln4-3jj
title: †Cladiscites beyrichi Welter, 1914

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lr7-qz1-q54
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98e-m2d-8nt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln7-cmq-t9x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2s-5x8-64s
title: †Pseudoparrella limburgensis Visser, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lj9-1e4-s59
title: †Gaudryina vetustissima Bartenstein & Brand, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yll-408-z52
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cy-d31-dsh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tga-v29-czq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccw-k88-py1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhr-hn1-kdp
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnr-8ad-pmn
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39x-29p-sc8
title: †Inoceramus J. Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yz4-4v8-v77
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fjm-whh-7el
title: Truncatoflabellum compressum (Lamarck, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8a-9l1-xdq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm5-8cf-k8z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1n-ydr-tb7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/97vriz
title: Replication Data for: Conflict-induced disruptions create a new regime of food price dynamics in the Gaza Strip

description: This dataset and code repository support the analysis and forecasts conducted in the study examining the impact of the Israel-Gaza conflict (beginning in October 2023) on the price dynamics of staple food commodities in the Gaza Strip. The study employs time-series models to identify conflict-induced price shocks and structural changes in market dynamics. The dataset includes monthly retail prices for nine key commodities (e.g., bread, chicken meat, olive oil, semolina, rice, sugar, wheat flour, milk) spanning from January 2007 to February 2025. The data cover both locally produced and imported goods, enabling the identification of differential price responses to conflict-driven supply chain disruptions.

Data were cleaned, merged, and processed using a series of R scripts, with outputs saved as .RData files in the data/processed/ directory. Missing values were imputed using linear interpolation or ARIMA models, depending on the extent of the gaps.

*Scripts and Data Access*:
The provided R scripts include direct links and instructions for accessing regularly updated food price data from public repositories (e.g., FAO FPMA, World Bank, CBS). Users can download the latest datasets using the links embedded in the scripts and follow the included documentation to replicate the data processing and analysis workflows.
DOI: 10.15468/dl.nx6xx6
title: Occurrence Download

description: A dataset containing 416585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis mystacinus, Pipistrellus nathusii, Myotis daubentonii, Pipistrellus kuhlii, Myotis bechsteinii)",
 "Year is one of (2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 416585 records from 2890 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083043-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7un53
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"TUR.57.7_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007110-260108223611665/datasets/export for details.
DOI: 10.6084/m9.figshare.29114120
title: Dataset-mild-bottleneck-testing

description: Dataset with mild bottleneck.The commands to generate MS files are:test/neutral.ms: ./msdir/ms 128 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 13380 19597 12002<br>test/selsweep.ms: ./msseldir/mssel 128 1000 0 128 ./trajectory_files/trajectory2.txt 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10100000000000000000 13380 19597 12002
DOI: 10.15468/dl.gv58xa
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gentiana triflora Pall.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 742 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018930-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6mbw3
title: Occurrence Download

description: A dataset containing 1543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nypa fruticans Wurmb"
 ]
}

 The dataset includes 1543 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018932-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpukdr
title: Occurrence Download

description: A dataset containing 8118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphoides indica (L.) Kuntze"
 ]
}

 The dataset includes 8118 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018931-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8dasx
title: Occurrence Download

description: A dataset containing 2253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratotheca sesamoides Endl."
 ]
}

 The dataset includes 2253 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018933-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28942394
title: soil properties

description: microbial ecology<br>
DOI: 10.6084/m9.figshare.28942394.v1
title: soil properties

description: microbial ecology<br>
DOI: 10.15468/dl.2vdmfz
title: Occurrence Download

description: A dataset containing 2506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies firma Siebold & Zucc.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 2506 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018934-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354157
title: MAHALLIY MAHSULOTLAR EKSPORTINI RAG'BATLANTIRISH USULLARI
DOI: 10.5281/zenodo.15354158
title: MAHALLIY MAHSULOTLAR EKSPORTINI RAG'BATLANTIRISH USULLARI
DOI: 10.57760/sciencedb.24736
title: ADS-B data of 30 aircrafts
title: ADS-B data of 30 aircrafts

description: The ADS-B signals are captured in a dynamic real-world outdoor environment by utilizing an AD9361 receiver, complemented by a ZYNQ-7020 for computational processing.For ADS-B signals acquisition, the receiver was configured with a center frequency of 1090 MHz, while the sampling rate (fs) was established at 40 MHz. Here are the data of 30 aircraft.
description: The ADS-B signals are captured in a dynamic real-world outdoor environment by utilizing an AD9361 receiver, complemented by a ZYNQ-7020 for computational processing.For ADS-B signals acquisition, the receiver was configured with a center frequency of 1090 MHz, while the sampling rate (fs) was established at 40 MHz. Here are the data of 30 aircraft.
DOI: 10.15468/dl.bwqn9v
title: Occurrence Download

description: A dataset containing 15816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza rufipogon Griff."
 ]
}

 The dataset includes 15816 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018935-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.