cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/992j4h96ky.1
title: Forces and grain-grain contacts in bidisperse beds sheared by viscous fluids_I (pre_CFDEM_Scripts_media)

description: These files include both pre-setup and post-setup CFDEM simulations at the grain scale, using Computational Fluid Dynamics-Discrete Element Method (CFD-DEM). With this approach, we tracked the positions, velocities, forces, and solid contacts experienced by each grain, enabling us to analyze the distribution of forces caused either directly by the fluid or through solid-solid contacts within the bed. We also explored the relationship between force propagation and the reorganization of grains in beds sheared by viscous flow. Additionally, we provide MATLAB scripts to: i) extract data from CFDEM results files, ii) reorganize bed properties and contact force data by time and by particle, and iii) compute variables and generate plots.
DOI: 10.15468/dl.kmsx7f
title: Occurrence Download

description: A dataset containing 318196 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.12_2)"
 ]
}

 The dataset includes 318196 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000095-250117103327516/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6xkn9
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdosargus haffara (Forsskål, 1775)"
 ]
}

 The dataset includes 138 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000101-250117103327516/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b2yyjhhzvd.1
title: Images and 3D print files for the vibrational polishing tool

description: Images and 3D print files for the 3D printed vibrational polishing tool
DOI: 10.17632/8b57pz6bpj.3
title: Fast vocal-motor tracking of escaping prey in echolocating bats

description: This repository contains:
- data and Matlab code to reconstruct the four figures of this paper &
- data and R code to conduct the statistical analysis.
DOI: 10.17632/8b57pz6bpj.1
title: Fast vocal-motor tracking of escaping prey in echolocating bats

description: This repository contains:
- data and Matlab code to reconstruct the two figures of this paper &
- data and R code to conduct the statistical analysis of this paper.
DOI: 10.17632/t6vfxmddpf.2
title: Exploring advanced phycoremediation strategies for resource recovery from secondary wastewater using a large scale photobioreactor.

description: Aim of the study was to use a microalgae-based membrane photobioreactor system (1000L) in a greenhouse for continuously treating a secondary wastewater using green microalgae Desmodesmus sp. isolated from a sewage plant in Germany, during summer and winter to get a comprehensive understanding of the underlying tendencies and optimisations necessary for unhindered yearlong operations. Maintaining the photobioreactors at lower cell concentrations during times of light inhibition seem to benefit the nutrient uptake rates. Cell mass recycling has been shown to be an effective strategy in enhancing algae-based wastewater treatment; especially during strong light availability. Compared to regular continuous cultivation operations, using cell recycling and higher dilution rates during light availability and using lower cell concentrations and dilution rates during light inhibition, the overall biomass productivity was boosted by 80% and 10 % during summer and winter respectively, while N/P removal rates were improved by 23% in winter and remained unchanged in summer.
DOI: 10.17632/f7p7d4wvcb.1
title: Field Data 2023

description: The data were collected to investigate the potential influence of computer-based simulations on students' attitudes and academic achievement among Rwandan secondary schools. The results show that students' academic achievement and attitudes have improved.
DOI: 10.17632/x2gpn7sjyt.1
title: BoSL Beater 3D

description: Environmental monitoring of microorganisms is critical for the protection and enhancement of human and ecosystem health. Molecular-based environmental microbiology has overtaken traditional culture methods due to its less invasive nature and reduced turnaround times. Even though these molecular methods have become more accessible, these techniques still require expensive equipment and dedicated facilities to process samples which in the context of a global pandemic, remote sampling areas or low-income countries can be extremely challenging. Sample preparation and sample homogenisation is critical for the extraction of DNA and RNA. This study developed a low-cost, open-source, freely available 3D printed homogenizer for the processing of DNA and RNA extraction. The BoSL Beater 3D is a portable device that allows researcher to perform bead-beating steps commonly required for environmental sample extraction protocols in the field and without access to power. The BoSL Beater 3D was tested using filtered wastewater samples and passive samplers exposed to wastewater over a 24-hour period and showed similar or better performance to the traditional bead beater for both the extraction of DNA and RNA. The cost of this 3D homogenizer part is roughly $18 AUD ($296 AUD with the jigsaw which is roughly 57 times cheaper than a traditional bead beater) and has the added usability of being portable. In combination to newly developed portable PCR machines, this 3D homogeniser could provide the tool necessary for remote testing and allow for timely reporting. In combination to newly develop field extraction kits, this tool facilitates the extraction process and gives more flexibility to researchers while sampling, shipping, and processing DNA and RNA samples.
DOI: 10.15468/dl.bvdwcc
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis Kuhl, 1820",
 "Country is Argentina",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 109 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000103-250117103327516/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hgcn4ygkty.1
title: LDHU3_04.0370

description: beta-Fructofuranosidase; Leishmania donovani (HU3 strain)
DOI: 10.17632/wjb58gzppn.2
title: Dataset on physical-chemical and marine water quality variables in San Andrés, Colombia

description: In San Andrés island, Colombia, in situ measurements of marine water quality and physical-chemical parameters around the island’s northeastern and northwestern zones were measured. For marine water quality, we aimed to observe the distribution of salinity, temperature, and heavy metals both at the surface and on the seabed, in addition to other water quality parameters in specific locations and times. For salinity and temperature, a salinity tester model HQ40d was used. We collected samples of seawater and brine which were analyzed in a laboratory for multiple other parameters, including heavy metals such as Cr and Cu, and the alkaline metal ion Mg. Last, CTD measurements showed variation along the water column in salinity and temperature, especially close to the brine discharge where should be expected greater salinity levels. This dataset has the potential to be useful for researchers, policymakers, and locals to raise awareness through data, modeling, and solutions for the water quality conditions under a brine discharge and a wastewater discharge.
DOI: 10.17632/f45h8swvft.1
title: LINF_250020200

description: RNA splicing factor; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.d228ux
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinecanthus verrucosus (Linnaeus, 1758)"
 ]
}

 The dataset includes 827 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000105-250117103327516/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxzpjk
title: Occurrence Download

description: A dataset containing 5511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubia cordifolia"
 ]
}

 The dataset includes 5511 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002856-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22ap3p
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metcalfa pruinosa",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 526 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002857-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms7zag
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metcalfa pruinosa",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002858-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15914129
title: Validation tables used in the clusters of galaxy notebooks
DOI: 10.5281/zenodo.15914128
title: Validation tables used in the clusters of galaxy notebooks
DOI: 10.6084/m9.figshare.28788371
title: datasets used in meta-analysis

description: datasets used in meta-analysis on climate and parasitism in terrestrial animals
DOI: 10.6084/m9.figshare.28788371.v1
title: datasets used in meta-analysis

description: datasets used in meta-analysis on climate and parasitism in terrestrial animals
DOI: 10.15468/dl.y78y8v
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dypsis basilonga"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002859-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sre82v
title: Occurrence Download

description: A dataset containing 41990 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyoscyamus niger"
 ]
}

 The dataset includes 41990 records from 738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002855-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ddwg2
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-4.911426 38.62342, -4.911204 38.62336, -4.910977 38.6233, -4.910747 38.62326, -4.910515 38.62323, -4.910281 38.62321, -4.910045 38.62319, -4.909809 38.62319, -4.909574 38.6232, -4.909338 38.62321, -4.909105 38.62324, -4.908873 38.62327, -4.908644 38.62331, -4.908418 38.62337, -4.908196 38.62343, -4.907979 38.6235, -4.907766 38.62358, -4.90756 38.62367, -4.907359 38.62377, -4.907166 38.62388, -4.90698 38.62399, -4.906802 38.62411, -4.906632 38.62424, -4.906471 38.62437, -4.906319 38.62451, -4.906177 38.62466, -4.906045 38.62481, -4.905924 38.62497, -4.905813 38.62514, -4.905713 38.6253, -4.905625 38.62547, -4.905549 38.62565, -4.905484 38.62583, -4.905431 38.626, -4.905391 38.62619, -4.905362 38.62637, -4.905346 38.62655, -4.905343 38.62674, -4.905352 38.62692, -4.905373 38.62711, -4.905407 38.62729, -4.905452 38.62747, -4.90551 38.62765, -4.90558 38.62782, -4.905662 38.628, -4.905755 38.62817, -4.905859 38.62833, -4.905974 38.62849, -4.9061 38.62865, -4.906236 38.6288, -4.907138 38.62974, -4.907281 38.62988, -4.907432 38.63002, -4.907592 38.63015, -4.90776 38.63027, -4.907936 38.63038, -4.908119 38.63049, -4.908309 38.63059, -4.908506 38.63069, -4.908708 38.63077, -4.908916 38.63085, -4.909128 38.63092, -4.909345 38.63098, -4.909565 38.63103, -4.909788 38.63107, -4.910014 38.6311, -4.910242 38.63113, -4.910471 38.63114, -4.910701 38.63115, -4.91093 38.63115, -4.912977 38.63108, -4.913213 38.63106, -4.913448 38.63104, -4.91368 38.63101, -4.913911 38.63097, -4.914138 38.63092, -4.914361 38.63086, -4.91458 38.63079, -4.914794 38.63071, -4.915002 38.63062, -4.915205 38.63053, -4.9154 38.63042, -4.915589 38.63031, -4.915769 38.63019, -4.915942 38.63007, -4.916105 38.62993, -4.916259 38.62979, -4.916404 38.62965, -4.916539 38.6295, -4.916663 38.62934, -4.916777 38.62918, -4.916879 38.62901, -4.916971 38.62884, -4.91705 38.62867, -4.917118 38.62849, -4.917174 38.62831, -4.917218 38.62813, -4.917249 38.62795, -4.917268 38.62776, -4.917275 38.62758, -4.917269 38.62739, -4.917251 38.62721, -4.91722 38.62703, -4.917177 38.62684, -4.917122 38.62666, -4.917055 38.62649, -4.916976 38.62631, -4.916886 38.62614, -4.916784 38.62598, -4.916671 38.62581, -4.916547 38.62566, -4.916413 38.62551, -4.916269 38.62536, -4.916115 38.62522, -4.915952 38.62509, -4.91578 38.62496, -4.9156 38.62484, -4.915413 38.62473, -4.915217 38.62462, -4.915016 38.62453, -4.914807 38.62444, -4.914594 38.62436, -4.914375 38.62429, -4.911426 38.62342))"
 ]
}

 The dataset includes 224 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002860-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17082233
title: ICECHIP Hailpixel surveys

description: This repository contains two surveys:

The 23-05-2025 survey was captured during IOP3 of ICECHIP at Akron, CO softball fields along E 5th Street. 82 photos were captured over the softball field during flying manually due to the strong 50-60 km winds at the time. A ground tile was placed as a ground reference. Hailstones appeared very well preserved on the on the grass surface within almost no other objects present. Capture took place approximately 30 minutes after hail fall. GSD (from reference tile): 1.764mm/px. Captured with a DJI mini 2 from approximatelly 5m altitude.

The 25-05-2025 survey was captured during IOP4 of ICECHIP at Patton Springs High School, Texas. One thing to consider is that NIU RED and KIT manually collected the largest stones (10-14cm) in the area of the survey so they might not be fully represented. Captured within 30 minutes of hail fall. GSD (from orthomosaic creation): 1.537mm/px. Captured with a DJI mini 4 pro from approximately 5m altitude.

Parts of imagery without grass background or containing objects have been masked black. Captured with a DJI mini 2
DOI: 10.5281/zenodo.17082234
title: ICECHIP Hailpixel surveys

description: This repository contains two surveys:

The 23-05-2025 survey was captured during IOP3 of ICECHIP at Akron, CO softball fields along E 5th Street. 82 photos were captured over the softball field during flying manually due to the strong 50-60 km winds at the time. A ground tile was placed as a ground reference. Hailstones appeared very well preserved on the on the grass surface within almost no other objects present. Capture took place approximately 30 minutes after hail fall. GSD (from reference tile): 1.764mm/px. Captured with a DJI mini 2 from approximatelly 5m altitude.

The 25-05-2025 survey was captured during IOP4 of ICECHIP at Patton Springs High School, Texas. One thing to consider is that NIU RED and KIT manually collected the largest stones (10-14cm) in the area of the survey so they might not be fully represented. Captured within 30 minutes of hail fall. GSD (from orthomosaic creation): 1.537mm/px. Captured with a DJI mini 4 pro from approximately 5m altitude.

Parts of imagery without grass background or containing objects have been masked black. Captured with a DJI mini 2
DOI: 10.15468/dl.4akrwm
title: Occurrence Download

description: A dataset containing 2541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Danaus plexippus, Zizina otis)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2011"
 ]
}

 The dataset includes 2541 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002862-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqm3rb
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homotoma ficus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002865-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xuz2x
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homotoma ficus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002866-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6avyu6
title: Occurrence Download

description: A dataset containing 83989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Danaus plexippus, )",
 "Year is greater than or equal to 2023",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 83989 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002846-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnutsb
title: Occurrence Download

description: A dataset containing 43093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.11.2_1",
 "Geometry POLYGON((2.89142 42.97326,3.04361 42.97326,3.04361 43.10302,2.89142 43.10302,2.89142 42.97326))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 43093 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002864-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00139.00251
title: Approximately 3,600-year-old genomic data from ancient goat populations in the Lake Qinghai Basin.
title: Approximately 3,600-year-old genomic data from ancient goat populations in the Lake Qinghai Basin.

description: we generated ancient genomic data from five goat individuals dating back approximately 3,600 years before present (BP) in the Lake Qinghai Basin.
description: we generated ancient genomic data from five goat individuals dating back approximately 3,600 years before present (BP) in the Lake Qinghai Basin.
DOI: 10.15468/dl.kqnasb
title: Occurrence Download

description: A dataset containing 40728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyparrhenia hirta"
 ]
}

 The dataset includes 40728 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002867-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz7t5w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arocatus longiceps",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002871-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bftkrt
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arocatus longiceps",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002870-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data19
title: Buildings energy demand

description: &lt;p&gt;The dataset consists on two files. One, called “demand”, which describes the active power demand from 10 different households, in Watts units and hourly resolution. And other, called “generation”, which describes the solar generation considering the current installed PV (photovoltaic) power in each household, in Watts units and hourly resolution. The total peak power installed is 30.5 kWp (Kilowatt-Pico). &lt;/p&gt;
&lt;p&gt;Energy consumption profiles from file 'demand.csv' correspond to the same households than the energy production profiles from file 'generation.csv'. 
For example, 'C1' column in 'demand.csv' and 'G1' column in 'generation.csv' correspond to consumption and generation profiles from Household 1, respectively. &lt;/p&gt;
&lt;p&gt;The demand dataset was provided by the DSO (Distribution System Operator). No collection/generation work done by the researchers.The solar generation profile was download from PVGIS (Photovoltaic Geographical Information System) portal, considering the location and the installed peak power of each household.&lt;/p&gt;
&lt;p&gt;The study multiplies the data profiles (demand and generation) from the Dataset by different factors according to the scenario. Not other preprocessing than scaling the data.&lt;/p&gt;
&lt;p&gt;The date have been produced 2018-07-01.&lt;/p&gt;
description: In the study the authors talk about two scenarios. In the Scenario 1, the demand data is the same than the file 'demand.csv', in Scenario 2 the demand data is scaled by a factor of 14.In both scenarios, all generation profiles are scaled by a factor depending on the total installed PV power, considering than the original generation profiles correspond to a total peak power of 30.5 kWp.
DOI: 10.15468/dl.e4ywq4
title: Occurrence Download

description: A dataset containing 2225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arocatus longiceps",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2225 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002872-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.