cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.0k6djhb9d
title: Simulation codes for the transition from monomorphism to dimorphism in mirror-image flowers

description: Mirror-image flowers (enantiostyly) involve a form of sexual asymmetry in
 which a flower’s style is deflected either to the left or right side, with
 a pollinating anther orientated in the opposite direction. This curious
 floral polymorphism, which was known but not studied by Charles Darwin,
 occurs in at least 11 unrelated angiosperm families and represents a
 striking example of adaptive convergence in form and function associated
 with cross-pollination by insects. In several lineages, dimorphic
 enantiostyly (one stylar orientation per plant, both forms occurring
 within populations) has evolved from monomorphic enantiostyly, in which
 all plants can produce both style orientations. We use a modelling
 approach to investigate the emergence of dimorphic enantiostyly from
 monomorphic enantiostyly under gradual evolution. We show using adaptive
 dynamics that depending on the balance between inbreeding depression
 following geitonogamy, pollination efficiency and plant density,
 dimorphism can evolve from an ancestral monomorphic population. In
 general, the newly emergent dimorphic population is stable against
 invasion of a monomorphic mutant. However, our model predicts that under
 certain ecological conditions, e.g., a decline of pollinators, dimorphic
 enantiostyly may revert to a monomorphic state. We demonstrate using
 population genetics simulations that the observed evolutionary transitions
 are possible assuming a plausible genetic architecture.
description: # Simulation codes for the transition from monomorphism to dimorphism in
 mirror-image flowers
 [https://doi.org/10.5061/dryad.0k6djhb9d](https://doi.org/10.5061/dryad.0k6djhb9d) ## Code These codes perform: 1) adaptive dynamics simulations ("ADsimulations" folder, written in C++), and 2) population genetics simulations ("PopGenSimulations" folder, written in Python). Specific instructions on how to run programs can be found in the respective folders. Both programs have been tested under gcc (v11.4.0) on Linux Mint (v21.3), and gcc (v9.4.0) on Linux Mint (v20.2).
DOI: 10.48530/isoarch.2025.023
title: Sr-O-C isotope data from an unusual Early Roman burial site in Tongeren, Belgium

description: Archaeological excavations in Atuatuca Tungrorum (present-day Tongeren, Belgium) at a former quarry that provided the foundation sand for the city, uncovered a first century CE Roman cemetery. The burial ground, utilized for less than a century, contained the inhumed remains of 16 individuals who were predominantly buried in an unconventional manner, such as prone or on the side, in multiple burials or showing signs of body manipulation. The archaeological and funerary contexts suggest an atypical burial site, where individuals were not granted the dignity of formal burial, such as cremation or neat inhumation in a coffin or shroud. This dataset accompanies a paper in which a multidisciplinary study is presented combining aDNA and Sr-O-C isotope data withosteoarchaeological results, to better comprehend the nature of this anomalous burial ground and to gain initial insights into the buried individuals.
DOI: 10.48530/isoarch.2025.023.v1
title: Sr-O-C isotope data from an unusual Early Roman burial site in Tongeren, Belgium

description: Archaeological excavations in Atuatuca Tungrorum (present-day Tongeren, Belgium) at a former quarry that provided the foundation sand for the city, uncovered a first century CE Roman cemetery. The burial ground, utilized for less than a century, contained the inhumed remains of 16 individuals who were predominantly buried in an unconventional manner, such as prone or on the side, in multiple burials or showing signs of body manipulation. The archaeological and funerary contexts suggest an atypical burial site, where individuals were not granted the dignity of formal burial, such as cremation or neat inhumation in a coffin or shroud. This dataset accompanies a paper in which a multidisciplinary study is presented combining aDNA and Sr-O-C isotope data withosteoarchaeological results, to better comprehend the nature of this anomalous burial ground and to gain initial insights into the buried individuals.
DOI: 10.48530/isoarch.2025.024
title: Carbon and nitrogen isotope data of archaeological cereals and red deer from northern France, Late Iron Age and Romam period (600 BCE-500AD)

description: This dataset reports stable carbon (δ¹³C) and nitrogen (δ¹⁵N) isotope values from charred cereals (spelt, emmer, free-threshing wheats and barley) and bone collagen of red deer, from 73 archaeological sites in the northern half of France, dating from the Late Iron Age and Roman period.
The dataset was produced as part of a doctoral thesis by Sammy Ben Makhad and postdoctoral research by Mònica Aguilera at the National Museum of Natural History (Paris, France), focusing on field fertilization management during Antiquity.
This research received financial support from the European Research Council Advanced Grant RurLand project (Rural Landscape in North-Eastern Roman Gaul, dir. M. Reddé), the DIM Région - Île-de-France “Matériaux Anciens et Patrimoniaux” (“AGROFER” project 2018-2021, dir. VM, MB, and FM), the MNHN ATM (“AgroFertil” project 2020; dir VM and MB) and by the Sorbonne Université OPUS programm (“AGALITT” project 2019, dir. MB and VM). Stable isotope analyses were conducted at the SSMIM (MNHN Paris).
DOI: 10.48530/isoarch.2025.024.v1
title: Carbon and nitrogen isotope data of archaeological cereals and red deer from northern France, Late Iron Age and Romam period (600 BCE-500AD)

description: This dataset reports stable carbon (δ¹³C) and nitrogen (δ¹⁵N) isotope values from charred cereals (spelt, emmer, free-threshing wheats and barley) and bone collagen of red deer, from 73 archaeological sites in the northern half of France, dating from the Late Iron Age and Roman period.
The dataset was produced as part of a doctoral thesis by Sammy Ben Makhad and postdoctoral research by Mònica Aguilera at the National Museum of Natural History (Paris, France), focusing on field fertilization management during Antiquity.
This research received financial support from the European Research Council Advanced Grant RurLand project (Rural Landscape in North-Eastern Roman Gaul, dir. M. Reddé), the DIM Région - Île-de-France “Matériaux Anciens et Patrimoniaux” (“AGROFER” project 2018-2021, dir. VM, MB, and FM), the MNHN ATM (“AgroFertil” project 2020; dir VM and MB) and by the Sorbonne Université OPUS programm (“AGALITT” project 2019, dir. MB and VM). Stable isotope analyses were conducted at the SSMIM (MNHN Paris).
DOI: 10.15468/dl.7vjysg
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea dodecandra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 193 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006506-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-x7x-ahkb
title: Consumentenconjunctuuronderzoek - CCO 2014

description: &lt;p&gt;Doel:&lt;br&gt;Het verschaffen van actuele informatie over consumentenopvattingen met betrekking tot de algemene economische ontwikkeling en de financiële situatie van het eigen huishouden. Met behulp van het onderzoek wordt inzicht verkregen in de opvattingen van consumenten, onder meer ten aanzien van de aankoop van duurzame consumptiegoederen. Tevens worden veranderingen in optimisme of pessimisme op korte termijn gesignaleerd, waarmee vroegtijdig een indicatie van een mogelijke trendwijziging van de particuliere consumptie beschikbaar is.&lt;/p&gt;&lt;p&gt;Soort onderzoek:&lt;br&gt;De steekproefeenheid van het CCO is het particuliere huishouden en de steekproefeenheden worden getrokken op basis van een een aselecte tweetrapssteekproef. In de eerste trap wordt een steekproef van gemeenten getrokken en in de tweede trap een steekproef van adressen.&lt;/p&gt;&lt;p&gt;Doelpopulatie:&lt;br&gt;Nederlandse consumenten.&lt;/p&gt;&lt;p&gt;Waarnemingsmethode:&lt;br&gt;De verzameling van de gegevens vond in de periode 1972–1983 plaats aan de hand van een gestructureerde vragenlijst, waarmee door enquêtrices mondelinge interviews werden afgenomen bij Nederlandse particuliere huishoudens. Van het huishouden werd het hoofd of zijn/haar echtgeno(o)t(e)/vaste partner ondervraagd. Behalve in het eerste jaar, waarin alleen in de maanden mei en oktober werd geënquêteerd, werd het onderzoek steeds driemaal per jaar uitgevoerd, in de maanden januari, mei en oktober. Met ingang van januari 1984 heeft de dataverzameling van het CCO telefonisch plaatsgevonden. Naast de methode van waarneming veranderde in die maand ook de onderzoeksfrequentie. Deze werd verhoogd van drie- tot viermaal per jaar, met als enquêteperiodes de maanden januari, april, juli en oktober. In april 1986 werd de frequentie opnieuw verhoogd. Het onderzoek wordt sinds die datum maandelijks gehouden.&lt;/p&gt;&lt;p&gt;Berichtgevers:&lt;br&gt;Van het huishouden wordt het hoofd van het huishouden of zijn/haar echtgeno(o)t(e)/vaste partner ondervraagd.&lt;/p&gt;&lt;p&gt;Steekproefomvang:&lt;br&gt;De steekproefomvang bedraagt ruim 1600 huishoudens.&lt;/p&gt;&lt;p&gt;Controle- en correctiemethoden:&lt;br&gt;Er wordt gecontroleerd op interne consistentie waarbij gekeken wordt naar de achtergrondkenmerken van de respondenten en de plausibiliteit van de uitkomsten met voorgaande perioden.&lt;/p&gt;&lt;p&gt;De conjunctuuronderzoeken bij Nederlandse consumenten, waarmee het CBS in 1972 is&lt;br&gt;gestart, worden mede op verzoek van de Europese Commissie uitgevoerd.&lt;/p&gt;&lt;p&gt;----&lt;/p&gt;&lt;p&gt;Dit betreft een beveiligd microbestand van het Centraal Bureau voor de Statistiek-CBS. Beveiligde micro-bestanden zijn bestanden die zodanig bewerkt zijn dat herkenning van individuen en huishoudens uitgesloten is.&lt;/p&gt;
DOI: 10.15468/dl.56pd5k
title: Occurrence Download

description: A dataset containing 2106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senegalia rugata, Vachellia farnesiana, Vachellia nilotica, Acanthocereus tetragonus, Albizia lebbeck, Anredera cordifolia, Arundo donax, Brugmansia suaveolens, Cedrela odorata, Cryptostegia grandiflora, Elodea densa, Pontederia crassipes, Eugenia uniflora, Falcataria falcata, Furcraea foetida, Grevillea banksii, Grevillea robusta, Haematoxylum campechianum, Hydrilla verticillata, Hymenachne amplexicaulis, Ipomoea indica, Jasminum polyanthum, Lantana camara, Leucaena leucocephala, Litsea glutinosa, Lonicera japonica, Dolichandra unguis-cati, Decalobanthus peltatus, Miconia calvescens, Opuntia ficus-indica, Opuntia stricta, Paederia foetida, Passiflora suberosa, Phyllostachys flexuosa, Pinus caribaea, Pistia stratiotes, Pithecellobium dulce, Pluchea indica, Pluchea odorata, Psidium cattleianum, Psidium guajava, Melinis repens, Sacciolepis indica, Salvinia molesta, Heptapleurum actinophyllum, Schinus terebinthifolia, Solanum mauritianum, Solanum torvum, Spathodea campanulata, Sphaeropteris cooperi, Swietenia macrophylla, Syzygium cumini, Syzygium jambos, Tecoma stans, Thunbergia grandiflora, Thunbergia laurifolia, Urochloa mutica)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (New Caledonia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2106 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006508-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a72avh
title: Occurrence Download

description: A dataset containing 18199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea viscosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 18199 records from 387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006509-260129131611470/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.30581276
title: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl EXCEL

description: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl
DOI: 10.6084/m9.figshare.30581276.v1
title: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl EXCEL

description: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl
DOI: 10.6084/m9.figshare.30581276.v2
title: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl EXCEL

description: Mitigating Salt Stress Effect in Floating Hydroponic Lettuce Dose_Dependent Effects of Vermicompost under 50 mM NaCl
DOI: 10.15468/dl.fqxjt2
title: Occurrence Download

description: A dataset containing 663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Canarium urceus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 663 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006512-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18434732
title: Data for "Coherent electronic Raman excitation of valley-orbit split states of phosphorus dopants in silicon"

description: Data from figures in "Coherent electronic Raman excitation of valley-orbit split states of phosphorus dopants in silicon"
DOI: 10.5281/zenodo.18434733
title: Data for "Coherent electronic Raman excitation of valley-orbit split states of phosphorus dopants in silicon"

description: Data from figures in "Coherent electronic Raman excitation of valley-orbit split states of phosphorus dopants in silicon"
DOI: 10.15468/dl.s2f48t
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractylodes lancea",
 "Year 1960-2026"
 ]
}

 The dataset includes 330 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006511-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqdmcg
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elattostachys apetala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 378 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006513-260129131611470/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.30157456
title: Dataset_sanitation_felling_RS

description: Datasets created within the study "Sanitation felling against the European spruce bark beetle: a matter of scale and forest type". The aim of the research is to assess the effect of sanitation felling performed in 2022 in Friuli Venezia Giulia (NE Italy) on bark beetle damage occurred in 2023 across eight spruce forest types, evaluated using multispectral satellite imagery.<br>that bark beetle damage was effectively reduced only at very high (&gt; 90%) or very low (&lt;10%) sanitation felling rates. Sanitation felling increasing between 10 and 50% produced an increasing damage, while damage decreased progressively only for &gt;50% sanitation felling. Pure spruce forests, especially mountain spruce forest and spruce plantations, were the most affected forest categories, while damage was reduced in alpine (i.e., &gt;1500 m elevation) and mixed formations. Sanitation felling above 50% proved effective in significantly reducing damage within the pure spruce neo-reforestations and the pure subalpine spruce forests.<br><br>The dataset includes: municipalities/sites to which the data refers (municipality); forest category, as described in the related main text (categ_for); forest surface (ha) affected by bark beetle damage, obtained by calculating NDVI from the satellite images (NDVI_ha); percentage of infested material removed by sanitation felling in 2022 (sanitation_felling_perc); indication of sanitation felling rate &lt;50% or &gt;50% (sanitation_felling); forest surface related to the corresponding forest category (AREA_cat_for); surface of the coniferous forest cover in the municipality (sup_conifers).
DOI: 10.6084/m9.figshare.30157456.v1
title: Dataset_sanitation_felling_RS

description: Datasets created within the study "Sanitation felling against the European spruce bark beetle: a matter of scale and forest type". The aim of the research is to assess the effect of sanitation felling performed in 2022 in Friuli Venezia Giulia (NE Italy) on bark beetle damage occurred in 2023 across eight spruce forest types, evaluated using multispectral satellite imagery.<br>that bark beetle damage was effectively reduced only at very high (&gt; 90%) or very low (&lt;10%) sanitation felling rates. Sanitation felling increasing between 10 and 50% produced an increasing damage, while damage decreased progressively only for &gt;50% sanitation felling. Pure spruce forests, especially mountain spruce forest and spruce plantations, were the most affected forest categories, while damage was reduced in alpine (i.e., &gt;1500 m elevation) and mixed formations. Sanitation felling above 50% proved effective in significantly reducing damage within the pure spruce neo-reforestations and the pure subalpine spruce forests.<br><br>The dataset includes: municipalities/sites to which the data refers (municipality); forest category, as described in the related main text (categ_for); forest surface (ha) affected by bark beetle damage, obtained by calculating NDVI from the satellite images (NDVI_ha); percentage of infested material removed by sanitation felling in 2022 (sanitation_felling_perc); indication of sanitation felling rate &lt;50% or &gt;50% (sanitation_felling); forest surface related to the corresponding forest category (AREA_cat_for); surface of the coniferous forest cover in the municipality (sup_conifers).
DOI: 10.15468/dl.3424ms
title: Occurrence Download

description: A dataset containing 47735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mareca falcata"
 ]
}

 The dataset includes 47735 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006516-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23fven
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euchorium cubense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006520-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18335843
title: Catalysis of Aldol Reactions with External Electric Fields in Microfluidic Capacitors:  Formation of Organocatalytic Electric Double Layers with Prolinol Ethers and Nitrophenols: Open Data

description: Original data underlying the publication. Data are arranged in accordance with the supplementary information. Synthetic and analytical procedures, spectral and HPLC data.
DOI: 10.5281/zenodo.18335842
title: Catalysis of Aldol Reactions with External Electric Fields in Microfluidic Capacitors:  Formation of Organocatalytic Electric Double Layers with Prolinol Ethers and Nitrophenols: Open Data

description: Original data underlying the publication. Data are arranged in accordance with the supplementary information. Synthetic and analytical procedures, spectral and HPLC data.
DOI: 10.6084/m9.figshare.31228555
title: DATA BASE

description: DATA BASE
DOI: 10.6084/m9.figshare.31228555.v1
title: DATA BASE

description: DATA BASE
DOI: 10.6084/m9.figshare.31228519
title: Dataset for obtaining phytoplankton composition in freshwater lakes

description: In this study, Landsat satellite images (1986–2024) were used to reconstruct the spatiotemporal distribution of three major phytoplankton communities (Cyanophyta, Chlorophyta, and Bacillariophyta) in freshwater lakes across China using a method combined machine learning and absorption decomposition. Over the past four decades, the relative proportion of Cyanophyta in Chinese freshwater lakes as declined significantly, with a decrease of 1.94% decade-1, whereas sustained increases were observed for Chlorophyta (+2.85% decade-1) and Bacillariophyta (+2.92% decade-1). Notably, a significant rise in phytoplankton diversity was detected in 62.8% of lakes, while only 2.80% exhibited a decline trend, and the remaining lakes showed no significant trend.
DOI: 10.6084/m9.figshare.31228519.v1
title: Dataset for obtaining phytoplankton composition in freshwater lakes

description: In this study, Landsat satellite images (1986–2024) were used to reconstruct the spatiotemporal distribution of three major phytoplankton communities (Cyanophyta, Chlorophyta, and Bacillariophyta) in freshwater lakes across China using a method combined machine learning and absorption decomposition. Over the past four decades, the relative proportion of Cyanophyta in Chinese freshwater lakes as declined significantly, with a decrease of 1.94% decade-1, whereas sustained increases were observed for Chlorophyta (+2.85% decade-1) and Bacillariophyta (+2.92% decade-1). Notably, a significant rise in phytoplankton diversity was detected in 62.8% of lakes, while only 2.80% exhibited a decline trend, and the remaining lakes showed no significant trend.
DOI: 10.15468/dl.9q7ngm
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorianthus euneurus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 69 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006522-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0645460
title: From Optoelectronics to Radiation Detection: Light Yield Challenges in Perovskite Scintillators: the Data for Figures

description: The data are related to figures in the publication  M. L. Zaffalon, L. Gironi, M. Nikl, S. Brovelli, From Optoelectronics to Radiation Detection: Light Yield Challenges in Perovskite Scintillators. ACS Energy Letters (2025). https://doi.org/10.1021/acsenergylett.5c03188 For each graph in X-Y axes the data are provided in two-or multi-column text format
DOI: 10.15468/dl.d2n9nt
title: Occurrence Download

description: A dataset containing 38974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Marmaronetta angustirostris"
 ]
}

 The dataset includes 38974 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006525-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.