cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7pxjj5
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meiofauna, nematodes and associated sediment characteristics of the mangrove-colonized banks of Cayenne estuary (French Guiana) during the wet season of 2022"
 ]
}

 The dataset includes 1098 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005000-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbw5u2
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita xylinivolva",
 "Year 1981-2010"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005004-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.remw9k
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fusinus verrucosus"
 ]
}

 The dataset includes 187 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005009-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/7x8qrx
title: WINKELSTRAAT TE LIEROP, GEMEENTE SOMEREN
title: Een archeologisch bureauonderzoek (BO)

description: &lt;p&gt;In opdracht van Geling Advies heeft EARTH Integrated Archaeology in augustus 2024 een archeologisch bureauonderzoek uitgevoerd in een plangebied gelegen aan de Winkelstraat in Lierop, gemeente Someren. Hier zijn grondverstorende werkzaamheden ten behoeve van de aanleg van een containerveld voorzien. Het plangebied ligt volgens de gemeentelijke archeologische beleidskaart in een zone met een hoge archeologische verwachting §categorie 4). Hier geldt een onderzoeksplicht bij een verstoringsdiepte van meer dan 40 cm -mv en een verstoringsoppervlakte van 250 m2.1 Volgens bestemmingsplan ‘Buitengebied Someren – Deelgebied 4’ heeft plangebied een dubbelbestemming archeologie (Waarde – Archeologie 4).2 Aangezien de geplande ingrepen deze onderzoeksgrenzen overschrijden, is archeologisch onderzoek verplicht.&lt;p&gt;
Het onderzoek is uitgevoerd in het kader van de vergunningsaanvraag voor de gebiedsontwikkeling en was noodzakelijk om te bepalen of bij de voorgenomen activiteiten de kans bestaat dat archeologische resten in de ondergrond worden aangetast. Op basis van het bureauonderzoek is een gespecificeerde archeologische verwachting opgesteld. Het plangebied heeft een archeologische verwachting van het Laat-Paleolithicum tot de Nieuwe Tijd. Voor het Laat-Paleolithicum en Mesolithicum (met mogelijke resten zoals kampementen in de top
van het dekzand) is de verwachting laag door het ontbreken van water in de nabijheid van het plangebied. De verwachting is hoog voor de Bronstijd tot de Vroege Middeleeuwen vanwege de hogere ligging, wat aantrekkelijk was voor bewoning en landbouw; mogelijke resten zijn nederzettingen, boerderijen en grafvelden. Voor de Late Middeleeuwen en Nieuwe Tijd is de verwachting ook hoog, met mogelijke resten van agrarisch gebruik zoals waterputten en afvalkuilen,
kwetsbaar door landbouwactiviteiten. Om de intactheid van de bodem binnen het plangebied vast te kunnen stellen en daarmee de bovenstaande verwachting te toetsen adviseert EARTH om een inventariserend onderzoek door middel van boringen (IVO-O, verkennende fase) uit te voeren. Gekoppeld aan de dieptes van de toekomstige ingrepen kan er bepaald worden welke eventuele vervolgstappen ondernomen moeten worden, dan wel of er zones vrij gegeven kunnen worden voor nader archeologisch onderzoek. Het bovenstaande vormt een selectieadvies en EARTH adviseert om dit advies voor te leggen aan het Bevoegd Gezag, de Gemeente Someren. Op basis van dit onderzoek zal de bevoegde overheid
een besluit nemen over de daadwerkelijke omgang met het risico archeologie.&lt;/p&gt;
DOI: 10.15468/dl.6jy8nb
title: Occurrence Download

description: A dataset containing 247925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DwcaExtension is http://rs.gbif.org/terms/1.0/DNADerivedData",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 247925 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004943-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.924nwj
title: Occurrence Download

description: A dataset containing 1700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoracantha recurva"
 ]
}

 The dataset includes 1700 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005006-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2kg3n
title: Occurrence Download

description: A dataset containing 11606191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11606191 records from 4244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004952-260120142942310/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.28868486.v4
title: <b>The impact of CD4 T cell heterogeneity on bladder cancer immunotherapy responsiveness</b>

description: In this study, wIn this study, we identify a novel population of CD4<sup>+</sup> T cells, which are characterized by memory-like activation markers and strongly correlate with therapeutic responses in bladder cancere identify a novel population of CD4<sup>+</sup> T cells, which are characterized by memory-like activation markers and strongly correlate with therapeutic responses in bladder cancer
DOI: 10.15468/dl.atgjfp
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron souliei Franch."
 ]
}

 The dataset includes 179 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001464-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uje577
title: Occurrence Download

description: A dataset containing 11851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate reprojected, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Continent derived from coordinates, The scientific name ID was not used in backbone matching, Coordinate rounded, Country derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758",
 "Year 1970-2015"
 ]
}

 The dataset includes 11851 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001463-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpsm34
title: Occurrence Download

description: A dataset containing 43622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nocardioides Prauser, 1976"
 ]
}

 The dataset includes 43622 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015909-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/u8a5wx8wr4b9rj48
title: Simulation Data: Modeling, Observer and Controller Design for AZO particle Synthesis and Characterization

description: Simulation data for the modeling, observer and model predictive control are summarized. Model predictive control is utilized to regulate the size of nanoparticles synthesized within a batch reactor under specific temperature, concentration, and pressure conditions. A custom model of the synthesis process is developed, focusing on integrating nucleation, growth, and aggregation phenomena of particles. This model is constructed with a combination of partial and ordinary differential equations, which are efficiently discretized to maintain accuracy and robustness while facilitating real-time implementation of the controller. This method employs dynamic mode decomposition with control to approximate the nonlinear system as a time-discrete linear system. The initial state, estimated from the measured nanoparticle concentration, serves to initialize the
optimization problem solved at each time step. The objective is to minimize the disparity between the desired particle size
and the actual size throughout the process by adjusting the power of heaters, thereby controlling the temperature within
the reactor.
DOI: 10.15468/dl.y9qchw
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plukenetia volubilis L."
 ]
}

 The dataset includes 520 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013736-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyzp8p
title: Occurrence Download

description: A dataset containing 18625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Koelreuteria Laxm."
 ]
}

 The dataset includes 18625 records from 534 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013738-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6re83
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Noctilionidae"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009714-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhzgsr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes microlepis Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.877 -22.4563,40.8172 -22.0642,40.48 -21.825,40.0801 -21.8881,39.8467 -22.172,39.8612 -22.5315,40.2159 -22.8442,40.6757 -22.7649,40.877 -22.4563))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010644-250525065834625/datasets/export for details.
DOI: 10.5285/40ba6fd0-3d41-4520-8d78-cc8c893fd974
title: Polychlorinated biphenyls (PCB), chlorobenzenes (CB) and organochlorine pesticides (OC) data from rivers [LOIS]

description: Polychlorinated biphenyls (PCB), chlorobenzenes (CB) and organochlorine pesticides (OC) data from river water collected at various sites within the Humber catchment area as part of the Land Ocean Interaction Study project (LOIS). Data were collected at regular weekly intervals and intermittently during periods of high flows. All sites were samples from early 1994 to the end of 1996 except for O12, which was sampled from November 1994 till November 1996. The sampling was carried out by the LOIS team at York University. The unfiltered samples were transported to the Institute of Terrestrial Ecology, Monks Wood, UK, where they were extracted with hexane, cleaned up by alumina column chromatography, concentrated and then analysed for CBs by Gas Chromatography-Mass Spectrometry (GC-MS) and PCBs and OCs by Gas Chromatography with Electron Capture Detection (GC-ECD).
description: Prior to analysis the samples were stored in the dark at 4 degreesC. The sample (500ml) was transferred to a volumetric flask and extracted with 5 x 10ml aliquots of hexane. The hexane extract was transferred to a to a Kuderna-danish flask via a funnel containing anhydrous sodium sulphate and reduced to approx. 1.5ml at 80 degreesC. The extract was adjusted to exactly 1.0ml under a stream of nitrogen. The whole of the reduced extract was cleaned up on a glass column containing 0.8g of alumina deactivated with 5% water. The cleaned up extract was then reduced to 0.5ml under a stream of nitrogen. An internal standard was added (Dichlobenyl) and each extract split equally into two chromatography vials. Chlorobenzenes were analysed by GC-MS in select ion mode. Organochlorine pesticides and PCB congeners were analysed by GC-ECD. A spiked recovery and a sample blank were included with each batch of samples. The results were not corrected for recovery losses. Limits of detection were defined as the concentration of analyte that gives a signal twice that of the baseline noise. Blank sample bottles were taken into the field during sample collection and opened and closed on site. The blank bottles were extracted with 5 x 10ml of hexane and the hexane extracts analysed by the procedure used for the samples. Spiked recovery samples (hexane washed HPLC grade water, containing 0.5g of clean clay particles, spiked with all the analytes) were included in each batch. OCs and PCBs were identified by relative retention time. CBs were identified by relative retention time and ion ratios (3 ions). Calibration was by the internal standard method. A zip file of box-and-whisker plots for each determinand is available, showing the range of values (median, inter-quartile range, 1.5 * inter-quartile range, outliers) recorded at each site to enable prospective users to understand data quality.
DOI: 10.5285/5822900b-3af4-4bb9-a2d6-0b5d384e2a3c
title: Pollinator and pollination service data from the National Pollinator and Pollination Monitoring Framework pilot study from 13 UK crop field sites 2015

description: This dataset contains data on insects observed visiting flowers of three crops (apples, field beans and oilseed rape) and responses by recorders to a questionnaire asking about their experience carrying out pollinator surveys. Data from thirteen flowering crop fields was collected by teams based at the University of Reading and the James Hutton Institute in Scotland. Data was collected by different recorders, some of whom were novice data collectors, experienced researchers or farmers and agronomists. Recorders were asked to implement three methods: pan trapping, transect walking and/or hand pollination and plant bagging. Transects involved walking a 50m transect recording floral visitors to crop flowers within a 1m squared moving observation widow next to the recorder. Pan trapping involved placing out three coloured water trap arrays along a 50m transect and then recording what flying insects were caught in the water traps at the end of the survey. Hand pollination and plant bagging involved putting mesh bags over flowers to exclude visitation by insects, hand pollinating crop flowers and counting and marking flowers with cable ties. Data were collected between April and July 2015 from sites across the UK.
description: Recorders were given a detailed written transect protocols to follow and were a mixture of novice data collectors, experienced researchers or farmers and agronomists. Data are provided as recorded.
DOI: 10.5285/a5410834-1c38-455b-a850-3fb3434d4bb0
title: Nitrous oxide emissions and associated microbial diversity, soil biochemical properties and crop growth and yield from a field trial of winter barley with the addition of microplastics, Abergwyngregyn, UK, 2020-2021

description: This dataset contains field data on nitrous oxide (N2O) emissions, microbial community composition, crop yield and growth and soil biochemical properties. The field trial consisted of three different treatments of control, conventional microplastic addition and biodegradable microplastic addition where winter barley was grown. The data presented are from field and laboratory measurements. Data was collected by the data authors. The field trial was carried out from September 2020 to July 2021 at Henfaes Field Centre, UK.

Research was funded through NERC Grant NE/V005871/1. Do agricultural microplastics undermine food security and sustainable development in developing countries?
description: Data was either measured in situ in the field (N2O flux, soil moisture, rainfall and air temperature) or samples were taken, processed, and analysed in the laboratory (soil pH, electrical conductivity (EC), ammonium, nitrate, microbial community composition and crop yield). 

N2O flux data was measured on a mobile gas chromatograph (GC) system and integrated to obtain peak areas on Peak490Win10Canabis programme. The times, peak areas and sample ID were then exported into a .CHR file and imported into Flux.NET.3.3 which calculated N2O flux as an output in Excel which was exported as .csv file for deposit in EIDC. N2O flux was used to calculate cumulative N2O flux using trapezoidal integration in Excel and saved in a separate .csv file for deposit in EIDC.

Soil moisture was measured on Accilmas with data stored as a .csv on a DataSnap that was downloaded and sorted by treatment and saved as a .csv file.
Rainfall and air temperature were downloaded from the weather station as .csv file.
Soil pH and EC were recorded manually into a notebook and input into an Excel spreadsheet and exported as a .csv file.
Soil ammonium and nitrate content was measured using the microplate method using a programme called Gen5. Date was exported into an Excel spreadsheet and absorbance units used to calculate ammonium/nitrate content in milligrams per kilogram using a calibration curve from a set of standards in an Excel spreadsheet. This was exported as a .csv file.
Crop growth data was recorded in the field in a notebook and input into an Excel spreadsheet and exported as a .csv file.
Crop yield was recorded in a notebook and input into an Excel spreadsheet and exported as a .csv file.
Microbial community composition was measured using 16S gene sequencing on an Illumina MiSeq. This generated raw sequencing reads which were processed using Python and filtered using QIIME v1.3.1. creating asv.count.table.csv of counts of each Amplicon Sequence Variants (ASVs) per sample and taxa.table.csv of the taxonomic lineage for each ASVs.
DOI: 10.5285/3ff83bf2-4864-4a7c-9ec0-df1811a99a71
title: Environmental Change Network (ECN)  Wytham deer exclosure experiment: 1997-2008

description: The Environmental Change Network (ECN) coarse-grain and woodland protocols were used to assess the vegetation within the deer exclosure plots at the ECN Wytham site.  In the ECN coarse-grain protocol, 2m x 2m plots are randomly selected on the site.  Species presence is recorded in each of the 25 40cm x 40cm cells within the plots.
  
In the ECN woodland protocol seedlings, diameter at breast height (dbh), tree height and dominance are recorded in 10m x 10m plots. ECN is the UK's long-term environmental monitoring programme. It is a multi-agency programme sponsored by a consortium of fourteen government departments and agencies. These organisations contribute to the programme through funding either site monitoring and/or network co-ordination activities. These organisations are: Agri-Food and Biosciences Institute, Biotechnology and Biological Sciences Research Council, Cyfoeth Naturiol Cymru - Natural Resources Wales, Defence Science & Technology Laboratory, Department for Environment, Food and Rural Affairs, Environment Agency, Forestry Commission, Llywodraeth Cymru - Welsh Government, Natural England, Natural Environment Research Council, Northern Ireland Environment Agency, Scottish Environment Protection Agency, Scottish Government and Scottish Natural Heritage.
description: Data are collected at all of ECN's terrestrial sites using a standard protocol (see supporting documentation). Prior to deposit of the data in the EIDC, data are managed by the ECN Data Centre at CEH Lancaster according to defined protocols. 

Verification steps include numeric range checks (i.e. checking if a value falls within a specified range), categorical checks (e.g. checking that a species code appears on the standard code list), formatting (i.e. that the dataset conforms to the specified data format) and logical integrity checks (i.e. checking the data make sense, e.g. that the dates in one dataset match those in a related dataset).

Appropriate range settings for ECN variables have been selected following discussion with specialists in each field. Where data fall outside these ranges, a cautious approach has been adopted towards discarding data on the principle that apparent errors may be valid outliers. Such values are discarded only if there is a clear explanation (e.g. an instrumentation error) and corrections are made where possible. If the reason is unclear, the values are stored, but are qualified using pre-defined quality codes or free-text descriptions. Data providers also use these codes or free text to describe factors affecting sampling outside their control, instrument damage or site management effects.