cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vk6pgckhyx.1
title: Valorization of dairy wastewaters: large biomass and hydrogen production using an alga-bacterium consortium

description: The microalgae Chlamydomonas reinhardtii and the bacterium Microbacterium forte have been successfully cultivated as a consortium for the bioremediation of simulated dairy wastewater (sDWW) and raw DWW with high organic loads (Chemical Oxygen Demand (COD) of 12,000 and 7,346 mg·L-1, respectively). The coculture allowed the obtaining of large amounts of biomass (up to 11.27 g·L-1/ 1.25 g·L-1·d-1) and the production of biohydrogen (up to 185.8 mL·L-1 after 14 days) when cultivated in sDWW. Moreover, the use of cocultures reduced CO2 emissions (71-89%) compared to sole bacterial cultures. Supplementation with trace elements was sufficient to allow the consortium to grow in DWW without requiring other major nutrients such as carbon, nitrogen or phosphorus. Illumination at 120 µmol photon·m-2·s-1 and no agitation were identified as optimal growth conditions. Chlamydomonas and M. forte established a mutualistic relationship that facilitated substantial growth of both the bacteria and the alga. The proteolytic activity of M. forte and the subsequent release of ammonium, along with the excretion of acetic acid by the bacterium, represent the core of the mutualistic relationship that enabled significant mixotrophic growth of Chlamydomonas. This study presents potential solutions for the bioremediation and valorization of DWW with high organic loads, where the use of pre-treatment methods is not feasible on an industrial scale.
DOI: 10.17632/3g4mhdp899.1
title: WSELOB-2017: The year-long database of limit order books for the five biggest companies listed on the Warsaw Stock Exchange

description: This dataset containing raw data from the five largest companies listed on the Warsaw Stock Exchange (WSE) in 2017. The comprehensive data, including the limit order book and trades associated with these companies, were obtained as historical binary messages from the WSE trading platform. To make this data more accessible for research purposes, we converted the raw binary messages into numerical and text data and stored it in the user-friendly HDF5 data format. Researchers and scholars will find this dataset valuable for various applications, including microstructure market analysis, liquidity risk measurement, high-frequency time series prediction, and automated trading.
DOI: 10.17632/3v4h7b3p8n.1
title: Kumari and Chakrabarti

description: This contains the results of our magma ocean box-modeling study.
DOI: 10.17632/2c268pnw44.1
title: The Influence of Endurance Running Experience on Brain Function: Based on Action Observation and Motor Imagery

description: To investigate the impact of endurance running experience on brain functional plasticity, a total of 14 elite endurance runners and 14 healthy college students participated in action observation and motor imagery tasks while undergoing functional magnetic resonance imaging (fMRI) scanning. The results revealed that, irrespective of the task (observation or imagery), endurance running athletes exhibited significantly higher levels of activation in the left cerebellum and right middle frontal gyrus compared to the control group. And in the observation task, the activation levels in these two regions for the athletes were positively correlated with their level of athletic skill. Moreover, during the observation task, the athlete group demonstrated stronger functional connectivity between the right middle frontal gyrus and the left inferior occipital gyrus, as well as the right superior parietal gyrus, compared to the control group. However, during the imagery task, the athlete group exhibited diminished functional connectivity between the right middle frontal gyrus and the right inferior occipital gyrus in comparison to the control group. These findings indicate that endurance running experience affects the functional activity of brain regions related to motor control, and also alters the functional coupling between areas involved in motor control and visual processing. These results reflect the adaptive changes in brain function induced by endurance running.
DOI: 10.5281/zenodo.14680080
title: Aequitas WP7 Use Case HC2 Synthetic ECG Data 1.0

description: 107 segments of synthetically created ECG with and without noise on one or more electrodes, including ECG with symptomatic aspects.
DOI: 10.5281/zenodo.14680081
title: Aequitas WP7 Use Case HC2 Synthetic ECG Data 1.0

description: 107 segments of synthetically created ECG with and without noise on one or more electrodes, including ECG with symptomatic aspects.
DOI: 10.17632/j5rffs3hy8.2
title: BioAuxdataset: a dataset of ground-dwelling nocturnal fauna for object detection and classification

description: The study of nocturnal fauna living in the soil is a challenging research task due to its multiple implications in different fields such as pesticide use control, crop yield prediction or plant disease identification. 
BioAuxdataset is the synthesis of hundreds of gigabytes of images taken in the field of insects and plant auxiliaries over several years. 
7 common species of ground-dwelling nocturnal fauna are represented: ground beetles, mice, opilion, slugs, shrews, small slugs and worms.
BioAuxdataset consists of a directory of 7470 jpg images and their corresponding 7470 xml annotation files. 
BioAuxdatset is available in the rar compressed format and its images are splitted into two different directories: non-augmented images and augmented images.
The datasets “2016-6-30-Bushnell-Chrysope.rar”, “2016-7-13au15-Carnage.rar” and “2016-7-27-Bushnell-SpidersAnchomenusSlugs.rar” contain raw images acquired in the field, some of which are manually annotated. These datasets also contain a sub-directory called automaticannotation, which contains annotations obtained automatically by a learning model. These directories can be used both for learning new models and/or for validation.
The objectives of the dataset range from monitoring the number of organisms and their characteristics (size, development stage) to early detection of plant diseases for more environmentally-friendly precision agriculture.
DOI: 10.15468/dl.3qt868
title: Occurrence Download

description: A dataset containing 48332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Halcyon chelicuti (Stanley, 1814))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 48332 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000226-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdf33g
title: Occurrence Download

description: A dataset containing 959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bemisia tabaci (Gennadius, 1889)"
 ]
}

 The dataset includes 959 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000227-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52rv4d
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000225-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnrqv7
title: Occurrence Download

description: A dataset containing 5240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "GadmGid is RUS",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus glutinosa (L.) Gaertn."
 ]
}

 The dataset includes 5240 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000228-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8snccw
title: Occurrence Download

description: A dataset containing 9046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Serinus alario (Linnaeus, 1758))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 9046 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000229-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvbpkg
title: Occurrence Download

description: A dataset containing 293083 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius melodus Ord, 1824"
 ]
}

 The dataset includes 293083 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000215-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/715f90cc5e61a8c838278f14935c5a1f
title: Periphyton Productivity from the Shark River Slough and Taylor Slough, Everglades National Park (FCE LTER), South Florida, USA, October 2001 - ongoing

description: Periphyton productivity was measured annually at FCE LTER sites in Florida Bay and Shark Slough using light and dark BOD bottle incubations. Data are presented in terms of mass oxygen and/or carbon produced/consumed per gram of periphyton and per m2 of marsh. This is part of continuous data collection to test the hypothesis that phosphorus and nitrogen limit productivity at the upstream and downstream ends, respectively, of the FCE transects. Conclusions await longer-term data collection.
DOI: 10.17632/djm4r3vxb7.1
title: The process of deepening of individual volumes with negative buoyancy in freshwater environment

description: A database gives photo-recordings of laboratory experiments of deepening of individual volumes with negative buoyancy in freshwater environment. The images in database show: a general view of the hydroflume (1 Hydroflume.jpg), made of plexiglass, with fixed mesh (2×2 cm) on the back wall and mounted centimeter ruler on the bottom of the hydroflume; special input device (folder 2-Special-device). The average water temperature in the hydroflume was 14°C. The range of density difference between the fresh water in the hydroflume and the individual volume with negative buoyancy (with salt and dye) was 10^-4 g/cm^3–2*10^-4 g/cm^3. The value of the negative buoyancy volume was 2–3 ml, and an additional 0.5 or 1 ml was used to initialize the special input device. 
Two modes were used to record the process of deepening of individual volumes: on a Baumer high-speed video camera with a frequency of 10Hz (400 frames), and also on a Sony-58α digital camera with a frame rate of 1.78 Hz (the number of frames was not fixed). Default Baumer camera settings: exp.time 4000 µ/sec, gain 1 db. 
The first file [1 Hydroflume.jpg] shows a general view of a hydroflume filled with fresh water, dimensions (W×H×D, 800×600×125 mm).
The folder [2-Special-device] contains images of a general view of the special input device (a), which we have named "funnel", and schematic diagram (front view) of the device. Images of the top view, bottom view and side view of the input device are presented. The special device might consist three outlets (“funnels”), filled with sand or stones.
In case of burst mode on Sony-58α camera, folders with the name [3-#-Experiment ] might contain sub-folders with the images of the continuous shooting of a deepening of individual volumes with negative buoyancy in freshwater environment. Name of the folder with the images of the continuous shooting have the following template: the serial number (1-ser) of the experiment; the position of the input device relative to the center of the hydroflume and the content of the “funnel” (L-sand); the serial number of the “funnel” (one, two or three, from left to right); shooting mode (low or high); color of the dye in the volume (blue or violet). In case of the continuous shooting on Baumer camera, the sub-folders might contain the next view of name [VCXU-23M_700002922390_-&lt;#&gt;], where: “VCXU-23M_700002922390_” is default name and serial number of the camera, “date” means the day the experiment was performed (YY-MM-DD), ”#” – random system number. The central input device was recorded using only Baumer camera.
The file [4-Estimates-of-rate] is a summary table, containing some of the results of the estimated deepening rates of individual volumes with negative buoyancy in a freshwater environment. This file is also presented in PDF format.
The folder [5-Pictures] contains preliminary plots for estimating of the deepening rates of individual volumes with negative buoyancy in a freshwater environment [3].
DOI: 10.17632/nwsbznpzx7.2
title: FISHERIES AND PLASTIC POLLUTION DATASET

description: The database comprises information on the impacts of marine plastic waste on the artisanal fishing sector. Data were collected through surveys administered to artisanal fishermen in Ecuador and Peru. The database and its coding are formatted in SPSS.
DOI: 10.17632/swwmng6yrm.1
title: Microstructures, amorphization and reidite formation in 20-60 GPa experimentally shocked zircon

description: Raw data (spectra and graphics) for figures in the manuscript by Dmitry A. Zamyatin, Elizaveta Kovaleva and Hugues Leroux to be published as "Microstructures, amorphization and reidite formation in 20-60 GPa experimentally shocked zircon (ZrSiO4)".
DOI: 10.17632/6wpbmx3srd.2
title: Gold in sulfide fluids revisited

description: The files contain (i) results of thermodynamic calculations of Au solubility and solute speciation which were used to build figures, (ii) results of the literature Au solubility data regression with OptimA program, and (iii) data.txt file with HKF EoS parameters suitable for the export to the Unitherm database of the HCh software.
DOI: 10.17632/29yn7d7bmj.1
title: Chemical composition of sulfides from enstatite-rich meteorites

description: Datasets of two accelerating voltages (10 and 20 kV) of EPMA analysis of sulfides of enstatite-rich meteorites, including enstatite chondrite and aubrite, are published. Sulfides analyzed in these datasets consist of Cr-Ti-bearing troilite, daubréelite (FeCr2S4), and (Mg,Fe,Mn)S-monosulfide consisting of niningerite (MgS), kelitite (Fe&gt;0.5Mg&lt;0.5S), and alabandite (MnS). A list of the meteorites included in the study is in an Excel file uploaded here.
DOI: 10.17632/z6tmv69r6k
title: LDHU3_20.1140

description: AATF protein
Leishmania donovani (HU3 strain)
DOI: 10.17632/z6tmv69r6k.1
title: LDHU3_20.1140

description: AATF protein
Leishmania donovani (HU3 strain)
DOI: 10.17632/nh6rh2pgxw.1
title: LINF_090010000

description: CLK2 | KKT19; Leishmania infantum (strain JPCM5)
DOI: 10.17632/58dy65z52j.1
title: LDHU3_17.2040

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/fyy6skkc2b.1
title: LDHU3_17.2130

description: Heme importer | FLVCRb; Leishmania donovani (HU3 strain)
DOI: 10.17632/8wmth54nmd.1
title: LINF_090008400

description: hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/hct3vrrphj.1
title: LDHU3_17.2020

description: SDA1; Leishmania donovani (HU3 strain)
DOI: 10.17632/vkvtkn936d
title: LDHU3_20.1150

description: Protein of unknown function - conserved
Leishmania donovani (HU3 strain)
DOI: 10.17632/vkvtkn936d.1
title: LDHU3_20.1150

description: Protein of unknown function - conserved
Leishmania donovani (HU3 strain)
DOI: 10.17632/hbtjhvt47b.1
title: LINF_090007700

description: protein of unknown function (DUF4586); Leishmania infantum (strain JPCM5)
DOI: 10.17632/wxy4wpscmm.1
title: Deep Learning for Microstructure Property Relationships - Results (MATLAB data)

description: The data contains trained networks and interpretation data saved into ".MAT" files. The framework was orginally deployed on MATLAB R2022b. It has also been tested to be functional on MATLAB R2021a. The data used in this work has been collected from various literature which may contain copyrighted materials. Therefore we are unable to provide the data used for training. However, we have provided all the data sources in the file "Data_Sources.xlsx" located inside the "1_Alloy_Data" folder. MATLAB scripts for data preprocessing, optimization, training and interpretation of the deep learning framework are provided in a separate git repository: https://github.com/adityag23/Deep-Learning-Microstructure-Property

Requirements:
MATLAB Deep Learning Toolbox
MATLAB Image Processing Toolbox
DOI: 10.15468/dl.rfgav5
title: Occurrence Download

description: A dataset containing 2773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paragallinula angulata (Sundevall, 1850))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 2773 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000231-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2cufu
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Lamprey Survey of Scotland (2003-2005)"
 ]
}

 The dataset includes 1420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000232-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r26f5tm38p
title: LDHU3_20.1160

description: Cyclophilin 15 | CyP15
Leishmania donovani (HU3 strain)
DOI: 10.17632/r26f5tm38p.1
title: LDHU3_20.1160

description: Cyclophilin 15 | CyP15
Leishmania donovani (HU3 strain)
DOI: 10.15468/dl.ny2qgy
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000212-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rjyx98czc9.1
title: Data set S1

description: Data of analysis by one-way ANOVA test for promastigote and amastigotes viability, Apoptosis assay, ELISA protein expression, and ROS production.
DOI: 10.17632/kwv8rymwd5.1
title: Data for: The role of arsenate in the precipitation of aragonite-type Mg- and Sr-bearing Ca-carbonates at Earth surface conditions

description: Raw data for all figures in the manuscript “The role of arsenate in the precipitation of aragonite-type Mg- and Sr-bearing Ca-carbonates at Earth surface conditions”, published in Geochimica et Cosmochimica Acta by Bia G., García M.G., Blanco C. and Borgnino L.
DOI: 10.15468/dl.xedpzc
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius melodus Ord, 1824"
 ]
}

 The dataset's 5 records were derived from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000216-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/qt7k-6r09.68
title: Swedish Newspaper Coverage of Climate Change or Global Warming, 2000-2024 - December 2024

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.17632/knbpvd4yyk.2
title: Dataset and R code for Bottini et al. (2024) Effects of sublethal methylmercury and food stress on songbird energetic performance: metabolic rates, molt and feather quality.

description: This folder contains all the datasets and R code needed to reproduce the analysis of manuscript from Bottini et al. (2024) Effects of sublethal methylmercury and food stress on songbird energetic performance: metabolic rates, molt and feather quality, submitted in Journal of Experimental Biology.
DOI: 10.17632/sjzp3vm7yd
title: Daytime Surface Temperature of the São Paulo Metropolitan Area 2002-2017

description: Daytime wet and dry season mean surface temperature from São Paulo Metropolitan Area. 
Original data from Aqua-MODIS satellite (MYD11A2 -MODIS/Aqua LST/Emissivity 8-Day L3 Global 1 km SIN Grid V006)
Dry season: winter and fall DOY 89 to DOY 257
Wet season: spring and summer DOY 265 to DOY 81
File names: ex: TD50m_SC03_UTM
TD50m = Daytime temperature
SC = Dry season or CH = wet season
03 = year (2003) - for wet season the name would be 0304
Spatial resolution 1km
Original data was filtered and pixels contaminated with clouds or with errors greater than 3K were excluded.
DOI: 10.17632/sjzp3vm7yd.1
title: Daytime Surface Temperature of the São Paulo Metropolitan Area 2002-2017

description: Daytime wet and dry season mean surface temperature from São Paulo Metropolitan Area. 
Original data from Aqua-MODIS satellite (MYD11A2 -MODIS/Aqua LST/Emissivity 8-Day L3 Global 1 km SIN Grid V006)
Dry season: winter and fall DOY 89 to DOY 257
Wet season: spring and summer DOY 265 to DOY 81
File names: ex: TD50m_SC03_UTM
TD50m = Daytime temperature
SC = Dry season or CH = wet season
03 = year (2003) - for wet season the name would be 0304
Spatial resolution 1km
Original data was filtered and pixels contaminated with clouds or with errors greater than 3K were excluded.
DOI: 10.17909/0a2g-bz68
title: Data from BORG-JWST