cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57745/k1mz8p
title: dataset_0_PlotDescription_VF2_corr.tab

description: :unav
DOI: 10.57745/rpqxki
title: dataset_4_HydraulicParameters_VF2_corr.tab

description: :unav
DOI: 10.57745/vrjqma
title: metadata_1_discovery.xlsx

description: :unav
DOI: 10.5281/zenodo.10822109
title: A taxonomy to map evidence on the co-benefits, challenges, and limits of carbon dioxide removal

description: This repository is linked to the following article:



Prütz, R., Fuss, S., Lück, S. Stephan, L. & Rogelj, J., A taxonomy to map evidence on the co-benefits, challenges, and limits of carbon dioxide removal. Commun Earth Environ 5, 197 (2024). https://doi.org/10.1038/s43247-024-01365-z


This repository includes: 



The literature-based data set that was compiled and used to develop the taxonomy of carbon dioxide removal side effects

Code to run the machine learning classifier and to process and visualise the data

Training data and an abbreviation list which is required to run the provided code
DOI: 10.57745/1rakze
title: metadata_3_technical.tab

description: :unav
DOI: 10.57745/komkpj
title: metadata_3_technical.tab

description: :unav
DOI: 10.57745/mjidxt
title: metadata_2_context.tab

description: :unav
DOI: 10.57745/qbdsbg
title: metadata_1_discovery.xlsx

description: :unav
DOI: 10.57745/ya6qbn
title: dataset_0_PlotDescription_VF2_corr.tab

description: :unav
DOI: 10.5281/zenodo.10822108
title: A taxonomy to map evidence on the co-benefits, challenges, and limits of carbon dioxide removal

description: This repository is linked to the following article:



Prütz, R., Fuss, S., Lück, S. Stephan, L. & Rogelj, J., A taxonomy to map evidence on the co-benefits, challenges, and limits of carbon dioxide removal. Commun Earth Environ 5, 197 (2024). https://doi.org/10.1038/s43247-024-01365-z


This repository includes: 



The literature-based data set that was compiled and used to develop the taxonomy of carbon dioxide removal side effects

Code to run the machine learning classifier and to process and visualise the data

Training data and an abbreviation list which is required to run the provided code
DOI: 10.15468/dl.3a5xpm
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia fuchsioides Hook."
 ]
}

 The dataset includes 200 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012656-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crs93z
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia masoniana Irmsch."
 ]
}

 The dataset includes 53 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012657-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12663668
title: Dataset for "Hydrogen-atom-assisted tautomerization on solid surfaces – A case study of thioacetamide"

description: 20221122_thioacetamide_amorph-blank: IR spectral files, QMS data, and lab note of the blank experiment

20221125_thioacetamide_amorph-HABS: IR spectral files, QMS data, and lab note of the 'real' experiment
DOI: 10.5281/zenodo.12663669
title: Dataset for "Hydrogen-atom-assisted tautomerization on solid surfaces – A case study of thioacetamide"

description: 20221122_thioacetamide_amorph-blank: IR spectral files, QMS data, and lab note of the blank experiment

20221125_thioacetamide_amorph-HABS: IR spectral files, QMS data, and lab note of the 'real' experiment
DOI: 10.15468/dl.uymkpv
title: Occurrence Download

description: A dataset containing 13294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus spinosus L."
 ]
}

 The dataset includes 13294 records from 653 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012658-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5eaed
title: Occurrence Download

description: A dataset containing 57711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis thunbergii DC."
 ]
}

 The dataset includes 57711 records from 459 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012659-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9r2dg
title: Occurrence Download

description: A dataset containing 2816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((125.63389 32.93077,130.01172 32.93077,130.01172 38.60928,125.63389 38.60928,125.63389 32.93077))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus variabilis Blume"
 ]
}

 The dataset includes 2816 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012660-240626123714530/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.26181599
title: Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum

description: This study proposes a model, grounded in the technology acceptance model, to investigate user acceptance of online virtual reality (VR) museum exhibitions. Leveraging the online VR exhibition at Liangzhu Museum as a case study, data were collected from 313 participants and analyzed using partial least squares - structural equation modeling with Smart PLS.
DOI: 10.6084/m9.figshare.26181599.v2
title: 探索用户对在线虚拟现实展览技术的接受度——以良渚博物馆为例

description: 本研究基于技术接受模型，提出一种模型，用于调查用户对在线虚拟现实（VR）博物馆展览的接受度。以良渚博物馆的在线VR展览为案例，收集了313名参与者的数据，并使用偏最小二乘法-智能PLS的结构方程建模进行了分析。
DOI: 10.15468/dl.b2p65p
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adenophora stenanthina (Ledeb.) Kitag."
 ]
}

 The dataset includes 82 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012661-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6376a2
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens hawaiensis A.Gray"
 ]
}

 The dataset includes 140 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012662-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raazpm
title: Occurrence Download

description: A dataset containing 738144 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 738144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012655-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr2zzq
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica balearica Pers."
 ]
}

 The dataset includes 358 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012663-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9vx74
title: Occurrence Download

description: A dataset containing 3142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica carinata A.Braun"
 ]
}

 The dataset includes 3142 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012664-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc2wnz
title: Occurrence Download

description: A dataset containing 17906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica juncea (L.) Czern."
 ]
}

 The dataset includes 17906 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012665-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/lq02km
title: Curated sequences of cytochrome P450 from Spodoptera littoralis

description: The project contains a fasta file of curated Cytochrome P450 proteins (CYP), manually curated, from the genome of Spodoptera littoralis isolate EJJ2022, GenBank: JALJOW000000000.1; BioProject: PRJNA806395; BioSample: SAMN25884083 The project also contains a file with CYP genes position on the genome
DOI: 10.57745/khia3e
title: MetaPrev: suivi longitudinal des teneurs en calcium du sang et du lait chez la vache laitière autour du vêlage : étude expérimentale sur 50 individus.

description: This file corresponds to the data set used in the analysis of the third work package of the research project MetaPrev. The main goal of the project was to refine strategies to prevent postpartum hypocalcemia in dairy cows in a European context of small farms (&lt;200). The project was composed of 3 work packages: 1/ Assess french farmers practices related to the implementation and monitoring of prevention strategies, 2/ Assess the effect of prevention strategies on postpartum hypocalcemia incidence in commercial farms, 3/ Assess diagnostic tools to detect hypocalcemic dairy cows. The experimental study associated with this dataset was conducted in the Méjusseaume farm (INRAE, Saint-Gilles, France), belongs to the third package and aimed to assess the ability of milk calcium content to detect cows in hypocalcemia in the postpartum period in dairy cows. Thus, we performed a longitudinal analysis of 32 multiparous and 18 primiparous cows starting two weeks before the expected date of calving. Blood samples were collected on day -15 relative to expected calving; following this, blood and milk samples were collected simultaneously on a daily basis from day 1 (day of calving) to day 7, and again on day 15. Dynamics of plasma Ca and milk Ca were described separately for multiparous and primiparous cows using generalized linear mixed models with repeated values. We identified the sampling days that demonstrated the strongest correlations between plasma Ca and milk Ca and used this information to assess the ability of milk Ca to distinguish between different patterns of hypocalcemia via receiver-operating characteristic analysis.
DOI: 10.57745/lgzbm1
title: Accelerometers and annotated video recordings of behaviours: a dataset for training behaviour classification models in goats

description: Eight dairy goats were equipped with accelerometers attached to the RFID ear tag of the animal. The accelerometers were programmed to record the acceleration on the x-y-z-axis at a frequency of 5 Hz for 24 consecutive hours. “Ruminating”, “head in the feeder”, “lying”, and “standing” behaviours were annotated from video recordings using the Observer XT software for 11 hours by a single trained observer using a pre-established ethogram. Raw acceleration data and associated behaviours (accessible online) are referred to as the input data for training the algorithm. The ACT4Behav (Accelerometer-based Classification tool for identifying Behaviours) pipeline was used to pre-process this raw data to train behaviour classification models (accessible online). Four models (accessible online) have been pre-trained for each of the four behaviours using the ACT4Behav pipeline.
DOI: 10.57745/nhinjr
title: Weighted average of bulk density, coarse fragment by layer of the first and second campaign of the French Soil Quality Monitoring Network

description: The French Soil Quality Monitoring Network (RMQS) is a national program for the assessment and long-term monitoring of the quality of French soils. This network is based on the monitoring of 2240 sites representative of French soils and their land use. These sites are spread over the whole French territory (metropolitan and overseas) along a systematic square grid of 16 km x 16 km cells. The network covers a broad spectrum of climatic, soil and land-use conditions (croplands, permanent grasslands, woodlands, orchards and vineyards, natural or scarcely anthropogenic land and urban parkland). The physical, chemical and biological properties of the soil are measured on each site, during the first campaign and presently on the second campaign. The spatial and temporal variability of soil properties are explained by biophysical variables, sources of contamination, history of land-use and management practices on each plot. The first sampling campaign in metropolitan France took place from 2000 to 2009. This campaign focused on soil contamination assessment and made it possible to map key soil parameters (28 variables) as well as 12 trace metal elements and 70 persistent organic pollutants. The sampling method, measurements and observations on each site are described in the RMQS guidelines. The second campaign started in 2016 and should last 12 years. The soil tests were carried out on composite samples collected with an auger at two sampling layers: 0-30 cm or cultivated layer named “upper layer” or “layer 1” and 30-50 cm named “subsoil layer” or “layer 2”. Each composite sample was made up of 25 individual sample cores taken on a sampling area of 400 m², using an unaligned systematic sampling design (see description in the RMQS guidelines). In some cases, a third layer was made up of holorganic layers in forests or meadows, corresponding to pedological horizons OF and OH, when these layers were sufficiently thick, (at least 1 cm) and continuous over the sampling area. On each plot, were performed, on a pit, volumetric samples to measure bulk density and coarse fragment content. Usually three pseudo-replicates corresponding to both layer 1 and layer 2 and covering the thickness of each layer were sampled. For holorganic layers, bulk density was calculated from the composite sample, for which each elementary volume was measured. The dataset contains the results of bulk density and coarse fragment data from 2168 plots of the first campaign and their available layers and from 2137 plots of the 2nd campaign until 2022. The raw values of bulk density and coarse fragment content are not available here but corrected by layer by applying a weighting taking in account overlapping of samples.
DOI: 10.57745/nw0gf9
title: Supporting information for: Behavior and speciation of lanthanides during standardized ecotoxicity tests with Daphnia magna: implications and recommendations for hazard and risk assessment.

description: These files are the supporting information for the article: "Behavior and speciation of lanthanides during standardized ecotoxicity tests with Daphnia magna: implications and recommendations for hazard and risk assessment". The dataset contains sixteen tables (Table S1 to Table S16) and four figures (Figure S1 to Figure S4). The supplementary tables and figures are numbered according to their first mention in the text of the corresponding article. Tables S1 and S2 provide information on the chemicals used in the study and on the composition of the test medium used to expose the specimen of Daphnia magna to the lanthanides, respectively. Details about the exposure concentrations used in the experiments are given in Table S3, while Table S4 summarizes the raw results (number of surviving organisms after 24 and 48 hours of exposure) for all ecotoxicological experiments. Table S5 contains the figures of merit for analytical measurement of lanthanides concentrations by ICP-MS. The corresponding raw analytical results for all measurements are reported in Table S9. Table S6 reports selected values of solubility products for the carbonate species of lanthanides that can form in the ecotoxicological test medium (see Table S2) used in the present study. These values have been used to estimate the theoretical solubility limits of lanthanides in the same medium (Table S12). Table S7 and S8 contain measured pH values for solutions amended with different concentrations of lanthanides and the proposed linear relationships between lanthanides concentrations and pH values, respectively. Table S10 reports the values and 95% confidence intervals for the effect concentrations causing the death of 10% (EC10) or 50% (EC50) of the exposed organism after 24 and 48 hours of exposure to lanthanides. These values are based on nominal concentrations and are compared with analytically measured average exposure concentrations in Table S11. Table S13 compares the potential contribution of counterions 'chloride and nitrate' to the observed ecotoxicity in daphnids exposed to lanthanides salts (see table S1). Table S14 contains methematical linear relationships between selected EC50 values and the atomic mass of each lanthanides. The predictions obtained form these relationships and the experimental values are compared in Table S15. Table S16 provides a detailed (albeit not exhaustive) list of caveats, recommendations and open issues related to the ecotoxicity of lanthanides to aquatic organisms. Captions for all tables and figures are contained in the readme file of the database along with a detailed description of all variables.
DOI: 10.57745/ldnzr9
title: Centrifuge data of a homogeneous embankment model resting on liquefiable soil subjected to a strong dynamic excitation - Experimental Database

description: Centrifuge modeling is developed to investigate the behavior of a homogeneous embankment constructed on a liquefiable ground soil, which was prepared with wet under-compaction method. The physical centrifuge modeling directly highlights the response of the centrifuge model in terms of excess pore pressure, acceleration response, and model deformation. This data paper provides an overview of the centrifuge model and presents in detail the dataset that includes recorded accelerations, pore pressures, and displacements.
DOI: 10.57745/lrzyfy
title: Analyse_7_filtered_loci_annotation

description: filtered_loci_annotation
DOI: 10.57745/mmtknj
title: Age effect on 2018 BLUP data miscanthus

description: This dataset contains the BLUPs of genotype effects (BLUP_A18_G), interactions of genotype with age 3 (BLUP_A18_I3) and interactions of genotype with age 4 (BLUP_A18_I4). It also includes the corresponding QTLs: QTL_A18_G, QTL_A18_I3 and QTL_A18_I4, respectively.
DOI: 10.57745/ngc4j0
title: Long-term monitoring of near-surface soil temperature on the four high summits of Mercantour included in the GLORIA project

description: Monitoring of near-surface soil temperature on high summits. Data is part of the long-term monitoring program GLORIA https://gloria.ac.at/home and correspond to the FR-AME site located in Mercantour. Data include a GPS position, a date and time in UTC and a near-surface soil temperature (in °C) measured at 5 cm belowground using stand-alone temperature data logger.
DOI: 10.57745/mo6afo
title: The effect of motivation on cognitive rules when deciding whether to adhere to a prescription of adapted physical activity

description: The objective of the present study was to test the impact of the motivational state on the information integration process, as understood through information integration theory and reversal theory. Participants were confronted with four sets of 12 cards built according to a within-subject design and three factors: Reimbursement, Medical follow-up, and the Environment. Each set of cards corresponded to one of four somatic metamotivational states: telic, paratelic, conformist, or negativistic. For each card, the participants indicated their degree of adherence to an adapted physical activity programme. Four separate repeated-measures analysis of variance were conducted on the data from each motivational condition. Depending on the somatic motivational states, individuals used an additive rule or a conjunctive rule. Our investigation extended previous research on the effect of motivation on information integration. Our novel results open up a vast field for further fundamental research in several areas of social cognition.
DOI: 10.57745/plnrmn
title: Benchmarking and Trends around In-Situ and Ex-Situ Sensors in Bioreactors

description: The datasets correspond to lists of retrieved papers from bibliographic databases presented in the paper Benchmarking and Trends around In-Situ and Ex-Situ Sensors in Bioreactors. This paper benchmarks bioreactor instrumentation and describes its relationship to critical biotic variables, exploring sensor technologies, control loops, and the integration of Industry 4.0 technologies, such as Artificial Intelligence (AI) and the Internet of Things (IoT). Out of 28,200 papers retrieved in the bibliographic search, the most relevant ones were extracted and classified, resulting in a working database of 89 articles from which 130 instruments were analysed and referenced. This benchmark highlights significant advancements in Bioindustry 4.0, particularly trends surrounding in-situ and ex-situ sensors. Six major trends were identified, including the adoption of Process Analytical Technology (PAT) nomenclature, the growing use of optical and integrative instruments for real-time data, the vital role of soft sensors in estimating unmeasured variables, and the integration of AI into bioprocess monitoring and control. While these developments point to a shift towards a more automated and adaptable biotechnology landscape, challenges such as data processing and scaling sensor technologies remain. In summary, this research provides a comprehensive perspective on the evolution of bioprocess instrumentation and emphasises the importance of emerging technologies in driving a faster, simpler, more sustainable, integrated, smarter, and more efficient bioindustry.
DOI: 10.57745/ocfxy2
title: Replication data for Hopping and Crawling DNA Coated Colloids

description: This data set contains particle trajectories for DNA-coated colloids diffusing above a DNA-coated surface, with the surface coated with 5% sticky fraction of DNA. Please see the ReadMe for more details.
DOI: 10.57745/oskn5e
title: Points du réseau de référence piézométrique

description: Support SIG (.shp) des points du réseau de référence piézométrique
DOI: 10.57745/ptgksm
title: Dataset of hygrothermal and energy measurements for a raw compressed earth brick house of Sense-City equipment during different seasons

description: A non-insulated raw compressed earth brick test house was built and deeply instrumented with 39 sensors in Sense-City equipment at Champs sur Marne, France. A wide variety of sensors were deployed in the room, inside the walls and outside to monitor the hygrothermal behaviour, the thermal comfort and the heating energy consumption. The measurement campaigns were performed over several weeks during winter, spring and summer seasons in 2024. The test house was unoccupied and exposed to natural weather conditions. During winter tests, different heating scenarios were considered. The provided dataset of sensor outputs can be useful for a better understanding of earthen construction and for the experimental validation of building physics models at both the wall and building scales.