cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18419404
title: H++ Framework Global and UK Local Sea Level Projections

description: This dataset contains the sea level projections associated with the publication:

"A new framework to explore high-end sea-level rise for the UK: updating H++ (Weeks et al., 2025)."

It contains:



Hplusplus_screening_storylines.xslx: Global and UK local relative mean H++ screening sea level storylines for representative capital city locations (1981-2000 baseline), as per the "Screening Process" step in Weeks et al., 2025. Projections available by total change (m) and by rate of change (mm/yr).

Hplusplus_library_storylines.xslx: Five global and UK local relative mean sea level storylines associated with Palmer et al., (2024) for the same representative capital city locations (converted to 1981-2000 baseline), as per the "Library of Storylines" step in Weeks et al., 2025. Projections available by total change (m) and by rate of change (m/yr).

Hplusplus_screening_storyline_all_UK.nc: UK local relative mean H++ screening sea level storylines for all UK locations using the same grid boxes as the UK Climate Projections 2018 (UKCP18) (Palmer et al., 2018, Met Office Hadley Centre 2018). Projections available by total change (m) using the UKCP18 baseline (1981-2000).


References:

Met Office Hadley Centre (2018): UKCP18 21st century time-mean sea level projections around the UK for 2007-2100. Centre for Environmental Data Analysis. Available at: https://catalogue.ceda.ac.uk/uuid/0f8d27b1192f41088cd6983e98faa46e. Last accessed: 29/01/2026.

Palmer et al., (2018). UKCP18 Marine Report. Available at: https://www.metoffice.gov.uk/pub/data/weather/uk/ukcp18/science-reports/UKCP18-Marine-report.pdf. Last accessed 29/01/2026.Palmer, M.D., Harrison, B.J., Gregory, J.M. et al. A framework for physically consistent storylines of UK future mean sea level rise. Climatic Change 177, 106 (2024). DOI: 10.1007/s10584-024-03734-1.

Weeks, J. H., Allison, L. C., Beverton, A., Lowe, J. A., Orr, H. G., Roberts, H., and Palmer, M. D. (2025). A new framework to explore high-end sea-level rise for the UK: updating H++ . Earth's Future. DOI: 10.1029/2025EF006086.
DOI: 10.6084/m9.figshare.31210192
title: Post harvest soil data

description: Effect of sargassum on post-harvest soil chemical composition
DOI: 10.6084/m9.figshare.31210192.v1
title: Post harvest soil data

description: Effect of sargassum on post-harvest soil chemical composition
DOI: 10.15468/dl.t6wder
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lumnitzera littorea",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 212 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001899-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvspw2
title: Occurrence Download

description: A dataset containing 138146137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 138146137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001883-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7929/issda/hgjrjs
title: School Leavers' Survey (SLS), 1996

description: The School Leavers Survey is a long-running study, conducted by the ESRI and funded by the Department of Education, which examines young peoples' experiences while at school and their experiences of the transition from second-level education to labour force participation, further education, or economic inactivity. This survey was carried out in Autumn 1996 by the ESRI on behalf of the Department of Enterprise and Employment. Respondants left school between September 1994 and August 1995 (inclusive).
DOI: 10.15468/dl.2zqcpf
title: Occurrence Download

description: A dataset containing 128726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is Identified date invalid",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus",
 "Year 2000-2026"
 ]
}

 The dataset includes 128726 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001870-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mgxt8
title: Occurrence Download

description: A dataset containing 8617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moenkhausia orteguasae, Moenkhausia barbouri, Moenkhausia costae, Moenkhausia megalops, Moenkhausia shideleri, Moenkhausia eigenmanni, Moenkhausia metae, Moenkhausia doceana, Moenkhausia jamesi, Moenkhausia justae, Moenkhausia tridentata, Moenkhausia comma, Moenkhausia naponis, Leporinus bahiensis, Pellona altamazonica, Hasemania maxillaris, Hasemania hanseni, Jupiaba pinnata, Jupiaba potaroensis, Astyanax nasutus, Pseudobagrus albomarginatus, Pseudobagrus analis, Pseudobagrus brevianalis, Pseudobagrus brevicaudatus, Pseudobagrus hwanghoensis, Pelteobagrus intermedius, Pseudobagrus kaifenensis, Pseudobagrus omeihensis, Pseudobagrus ondon, Pseudobagrus rendahli, Pseudobagrus taeniatus, Pseudobagrus taiwanensis, Astyanax pedri, Pseudobagrus truncatus, Psalidodon parahybae, Deuterodon langei, Pseudobagrus eupogoides, Deuterodon iguape, Pseudobagrus fui, Tachysurus hoi, Pseudobagrus microps, Tachysurus nitidus, Deuterodon rosae, Jupiaba minor, Pseudobagrus tenuifurcatus, Jupiaba acanthogaster, Pseudobagrus vachellii, Tachysurus virgatus, Phenacogaster megalostictus, Pseudobagrus wangi, Phenacogaster franciscoensis, Phenacogaster beni, Hemibagrus amemiyai, Phenacogaster suborbitalis, Tachysurus argentivittatus, Mystus chinensis, Phenacogaster microstictus, Mystus pelusius, Phenacogaster pectinatus, Moenkhausia latissima, Hemibagrus pluriradiatus, Bagroides hirsutus, Tachysurus dumerili, Hyphessobrycon gracilior, Hyphessobrycon tortuguerae, Hyphessobrycon savagei, Hyphessobrycon balbus, Hyphessobrycon stramineus, Platytropius siamensis, Liobagrus anguillicauda, Liobagrus kingi, Liobagrus marginatus, Liobagrus styani, Amphilius cryptobullatus, Amphilius zairensis, Hyphessobrycon latus, Hyphessobrycon iheringi, Hyphessobrycon tukunai, Hyphessobrycon parvellus, Hyphessobrycon piabinhas, Hyphessobrycon minimus, Hyphessobrycon santae, Psalidodon anisitsi, Deuterodon luetkenii, Hyphessobrycon duragenys, Euchiloglanis kishinouyei, Hyphessobrycon reticulatus, Hyphessobrycon proteus, Hyphessobrycon hildae, Creteuchiloglanis kamengensis, Hyphessobrycon tenuis, Hyphessobrycon tropis, Pareuchiloglanis myzostoma, Hyphessobrycon melazonatus, Pareuchiloglanis sinensis, Hyphessobrycon metae, Pareuchiloglanis robustus, Hyphessobrycon agulha, Hyphessobrycon coelestinus, Pareuchiloglanis anteanalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8617 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001900-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.18260
title: Targeted stimulation of a category-selective visual region at retrieval boosts memory via enhancing category-specific reinstatement

description: Reactivation of encoding-related neural patterns during retrieval—known as encoding–pattern reinstatement (EPR)—is thought to support episodic memory. Yet, direct evidence for its functional relevance remains limited, and it is unclear whether such content-specific reinstatement can be systematically modulated. Here, we show that non-invasive stimulation of category-selective cortex enhances both memory performance and underlying neural reinstatement in a content-specific manner. Participants encoded word–face and word–scene pairs on Day 1 and received intermittent theta burst stimulation (iTBS) or sham stimulation to the right occipital face area prior to retrieval on Day 2. ITBS selectively improved memory for faces but not scenes. EEG multivariate pattern analysis revealed stronger reinstatement of encoding patterns for faces in the stimulation group. These findings suggest that category-selective cortical regions contribute to content-specific reinstatement during memory retrieval, and that modulating this mechanism may offer new leverage points for targeting representational deficits in memory-related disorders.
DOI: 10.25592/uhhfdm.17814
title: Targeted stimulation of a category-selective visual region at retrieval boosts memory via enhancing category-specific reinstatement

description: Reactivation of encoding-related neural patterns during retrieval—known as encoding–pattern reinstatement (EPR)—is thought to support episodic memory. Yet, direct evidence for its functional relevance remains limited, and it is unclear whether such content-specific reinstatement can be systematically modulated. Here, we show that non-invasive stimulation of category-selective cortex enhances both memory performance and underlying neural reinstatement in a content-specific manner. Participants encoded word–face and word–scene pairs on Day 1 and received intermittent theta burst stimulation (iTBS) or sham stimulation to the right occipital face area prior to retrieval on Day 2. ITBS selectively improved memory for faces but not scenes. EEG multivariate pattern analysis revealed stronger reinstatement of encoding patterns for faces in the stimulation group. These findings suggest that category-selective cortical regions contribute to content-specific reinstatement during memory retrieval, and that modulating this mechanism may offer new leverage points for targeting representational deficits in memory-related disorders.
DOI: 10.5061/dryad.fn2z34txb
title: Code from: First insights into female sperm storage duration in tardigrades

description: Female sperm storage is ubiquitous in the animal kingdom and it has been
 shown to be linked to several evolutionary processes, from postcopulatory
 sexual selection to dispersal. Here we report, for the first time,
 long-term sperm storage in females of the Macrobiotus polonicus
 tardigrade. Females, isolated after a short contact with a male, were able
 to use the stored sperm for up to 5 weeks (mean of 2 weeks), which
 translates to a considerable proportion of female post-mating longevity
 under controlled laboratory conditions (60% on average). Our study
 provides first insights into the duration of sperm storage, an
 underexplored feature of the reproductive biology of tardigrades.
 Additionally, we discuss important considerations for reproductive studies
 on these non-model animals.
description: # Code from: First insights into female sperm storage duration in
 tardigrades
 [https://doi.org/10.5061/dryad.fn2z34txb](https://doi.org/10.5061/dryad.fn2z34txb) #### Data and file structure There are two data files in comma-separated format: data1_ovipositions.csv: This file records individual egg-laying events for females over time. Each row is one oviposition check, with dates, number of eggs laid, timing since first/previous oviposition, batch info, and interval censoring variables used to estimate when oviposition actually occurred. and data2_matingtrials.csv: This file summarizes female life-history and mating outcomes. Each row is one female, with birth and mating dates, age at mating, whether she laid eggs, total eggs produced, first/last oviposition intervals, and death timing (with censoring). These are downloadable but incorporated as part of the script file (see below). #### Code The complete R script and output of the statistical analyses are all incorporated into the html rended file from aanR Markdown script: TardigradeSpermStorageAnalyses.html. This script analyzes reproductive patterns in tardigrades using Bayesian statistical models. First, it loads and cleans two datasets: one describing egg‑laying events and another describing mating trials, with dates converted to proper formats and variables prepared for analysis. Then several models are run using the **brms** package: (1) a logistic model tests whether young and old females differ in their probability of laying eggs, finding no meaningful difference; (2) a geometric survival model examines whether egg‑laying affects longevity, again finding no strong effect; (3) a negative binomial model assesses whether total fecundity differs by age, with young individuals trending toward more eggs but with high uncertainty; (4) two models estimate sperm‑storage duration, showing females use stored sperm for about 15 days or roughly 57% of their post‑mating lifespan; and (5) a mixed‑effects geometric model estimates the interval between egg clutches, averaging about 9 days. Altogether, the analysis provides early quantitative insight into tardigrade sperm storage and reproductive timing.
DOI: 10.15468/dl.feqfbf
title: Occurrence Download

description: A dataset containing 20455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pareuchiloglanis sichuanensis, Hyphessobrycon taurocephalus, Hyphessobrycon poecilioides, Hyphessobrycon cachimbensis, Hemigrammus mimus, Creteuchiloglanis gongshanensis, Pareuchiloglanis longicauda, Hemigrammus gracilis, Pareuchiloglanis gracilicaudata, Hemigrammus stictus, Glyptosternon akhtari, Glaridoglanis andersonii, Glyptothorax kurdistanicus, Glyptothorax steindachneri, Glyptothorax silviae, Nanocheirodon insignis, Clarias abbreviatus, Clarias nebulosus, Astyanax integer, Astyanax microlepis, Astyanax cordovae, Jupiaba essequibensis, Jupiaba scologaster, Jupiaba mucronata, Jupiaba polylepis, Jupiaba zonata, Jupiaba asymmetrica, Jupiaba anteroides, Eretmobrycon festae, Astyanax kennedyi, Astyanax longior, Astyanax maximus, Megalonema psammium, Acestrorhynchus altus, Acestrorhynchus lacustris, Acrobrycon ipanquianus, Aphyocharax nattereri, Aphyocharax pusillus, Axelrodia stigmatias, Bario steindachneri, Brachychalcinus copei, Brachychalcinus nummus, Hemigrammus analis, Hemigrammus microstomus, Hemigrammus lunatus, Hemigrammus aereus, Hemigrammus cupreus, Hemigrammus cylindricus, Brycon stolzmanni, Hemigrammus brevis, Bryconacidnus paipayensis, Hemigrammus micropterus, Bryconacidnus ellisae, Bryconamericus alfredae, Bryconamericus caucanus, Bryconamericus diaphanus, Hemigrammus megaceps, Bryconamericus grosvenori, Bryconamericus osgoodi, Hemigrammus barrigonae, Bryconamericus pachacuti, Bryconamericus phoenicopterus, Bryconamericus simus, Hemigrammus iota, Bryconamericus thomasi, Hyphessobrycon boulengeri, Bryconella pallidifrons, Hemigrammus vorderwinkleri, Brycon dentex, Ceratobranchia binghami, Ceratobranchia obtusirostris, Characidium etheostoma, Characidium steindachneri, Odontostilbe fugitiva, Chilobrycon deuterodon, Clupeacharax anchoveoides, Creagrutus cochui, Creagrutus peruanus, Cynopotamus amazonum, Engraulisoma taeniatum, Galeocharax gulo, Hemibrycon helleri, Hemibrycon huambonicus, Hemibrycon jelskii, Hemibrycon polyodon, Hemigrammus luelingi, Hemigrammus schmardae, Serrapinnus heterodon, Chrysobrycon hesperus, Chrysobrycon myersi, Knodus breviceps, Knodus megalops, Knodus moenkhausii, Leptagoniates steindachneri, Metynnis luna, Microgenys lativirgata, Moenkhausia lepidura, Moenkhausia atahualpiana, Myloplus levis, Myleus setiger)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20455 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001902-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bbh8m
title: Occurrence Download

description: A dataset containing 15954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-52.36532 4.90417,-52.33415 4.85878,-52.31945 4.83768,-52.29419 4.83144,-52.28109 4.84727,-52.26478 4.85206,-52.30522 4.90497,-52.33112 4.93214,-52.36532 4.90417))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 15954 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001903-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14937470
title: A list of alien taxa for South Africa

description: A list of alien taxa for South Africa produced as part of the report series ‘The status of biological invasions and their management in South Africa’. For the latest version of the report see http://dx.doi.org/10.5281/zenodo.7414803 for general details see http://iasreport.sanbi.org.za

The process to develop the list and how it has changed over time is described by:Zengeya TA, Faulkner KT, Mtileni MP, Wilson JRU (2025) Lessons and challenges in creating alien species lists: insights from South Africa’s national reports on the status and management of biological invasions. Neobiota 101: 203-222. https://doi.org/10.3897/neobiota.101.162932

A description of the list itself is here:Zengeya TA, Faulkner KT, Mtileni MP, Fernandez Winzer L, Kumschick S, McCulloch-Jones EJ, Miza-Tshangana SA, Robinson TB, Sifuba A, Engelbrecht W, van Wilgen BW, Wilson JRU (in press) A list of alien taxa for South Africa. African Biodiversity & Conservation: [preprint at https://www.biorxiv.org/content/10.1101/2025.05.22.655507]

The South African Department of Forestry, Fisheries and the Environment (DFFE) are thanked for funding noting that this dataset does not necessarily represent the views or opinions of DFFE or its employees

For enquiries contact: IAS.report.SANBI@gmail.com
DOI: 10.5281/zenodo.7433102
title: A list of alien taxa for South Africa

description: A list of alien taxa for South Africa produced as part of the report series ‘The status of biological invasions and their management in South Africa’. For the latest version of the report see http://dx.doi.org/10.5281/zenodo.7414803 for general details see http://iasreport.sanbi.org.za

The process to develop the list and how it has changed over time is described by:Zengeya TA, Faulkner KT, Mtileni MP, Wilson JRU (2025) Lessons and challenges in creating alien species lists: insights from South Africa’s national reports on the status and management of biological invasions. Neobiota 101: 203-222. https://doi.org/10.3897/neobiota.101.162932

A description of the list itself is here:Zengeya TA, Faulkner KT, Mtileni MP, Fernandez Winzer L, Kumschick S, McCulloch-Jones EJ, Miza-Tshangana SA, Robinson TB, Sifuba A, Engelbrecht W, van Wilgen BW, Wilson JRU (in press) A list of alien taxa for South Africa. African Biodiversity & Conservation: [preprint at https://www.biorxiv.org/content/10.1101/2025.05.22.655507]

The South African Department of Forestry, Fisheries and the Environment (DFFE) are thanked for funding noting that this dataset does not necessarily represent the views or opinions of DFFE or its employees

For enquiries contact: IAS.report.SANBI@gmail.com
DOI: 10.15468/dl.4je9g5
title: Occurrence Download

description: A dataset containing 16868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grallaria saturata"
 ]
}

 The dataset includes 16868 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001904-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrvkjw
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buchholzia tholloniana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 44 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001905-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ekhpw
title: Occurrence Download

description: A dataset containing 77824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thymallus grubii, Leuciscus waleckii, Rhynchocypris lagowskii, Acaronia vultuosa, Andinoacara biseriatus, Aequidens chimantanus, Guianacara geayi, Rondonacara hoehnei, Aequidens pallidus, Aequidens plagiozonatus, Aequidens potaroensis, Apistogramma brevis, Pseudaspius leptocephalus, Apistogramma caetei, Apistogramma elizabethae, Chanodichthys dabryi, Apistogramma geisleri, Apistogramma gephyra, Apistogramma gibbiceps, Apistogramma gossei, Apistogramma hippolytae, Apistogramma hongsloi, Gambusia vittata, Gambusia atrora, Gambusia aurata, Gambusia krumholzi, Gambusia lemaitrei, Gambusia luma, Gambusia nicaraguensis, Gambusia panuco, Gambusia baracoana, Apistogramma inconspicua, Apistogramma iniridae, Apistogramma linkei, Gambusia regani, Apistogramma macmasteri, Apistogramma meinkeni, Heterandria attenuata, Apistogramma norberti, Pseudoxiphophorus bimaculatus, Apistogramma ortmanni, Pseudoxiphophorus cataractae, Pseudoxiphophorus diremptus, Apistogramma paucisquamis, Apistogramma personata, Apistogramma piauiensis, Apistogramma pulchra, Apistogramma pleurotaenia, Apistogramma regani, Apistogramma resticulosa, Apistogramma rupununi, Apistogramma staecki, Chanodichthys mongolicus, Apistogramma steindachneri, Culter alburnus, Apistogramma taeniata, Apistogramma trifasciata, Apistogramma uaupesi, Pseudoxiphophorus jonesii, Apistogramma viejita, Pseudoxiphophorus litoperas, Biotoecus opercularis, Pseudoxiphophorus obliquus, Gambusia echeagarayi, Bujurquina mariae, Hemiculter lucidus, Bujurquina vittata, Heterophallus rachovii, Bujurquina zamorensis, Neoheterandria cana, Caquetaia kraussii, Plagiognathops microlepis, Caquetaia myersi, Chaetobranchopsis australis, Neoheterandria elegans, Neoheterandria tridentiger, Chaetobranchus semifasciatus, Cichla intermedia, Cichla orinocensis, Cichlasoma araguaiense, Cichlasoma dimerus, Cichlasoma orientale, Cichlasoma orinocense, Cichlasoma paranaense, Cichlasoma portalegrense, Cichlasoma sanctifranciscense, Dicrossus maculatus, Crenicichla acutirostris, Crenicichla adspersa, Crenicichla albopunctata, Crenicichla britskii, Crenicichla celidochilus, Teleocichla centrarchus, Acanthorhodeus chankaensis, Teleocichla cinderella, Rhodeus amurensis, Crenicichla compressiceps, Crenicichla coppenamensis, Crenicichla cyclostoma, Crenicichla cametana)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77824 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001876-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5283/epub.76705
title: Data archive of "Coherent suppression of high harmonics in Dirac materials"

description: Dataset with plot data of the preprint "Coherent suppression of high harmonics in Dirac materials"
DOI: 10.15468/dl.p8wpdy
title: Occurrence Download

description: A dataset containing 11138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesostigmata",
 "Year 2005-2007",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 11138 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049589-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.