cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13132235
title: Enhancing dairy processing with machine learning and domain knowledge: A combined analysis of offline and time series data - Accompanying material

description: The data complement the article "Enhancing dairy processing with machine learning and domain knowledge: A combined analysis of offline and time series data" published by Jox et al. (2024) in the Journal of Food Engineering (https://doi.org/10.1016/j.jfoodeng.2024.112423). The work was supported by the IGF Project of the FEI within the program for promoting the Industrial Collective Research (IGF) of the Federal Ministry of Economic Affairs and Climate Action (BMWK), based on a resolution of the German Parliament [01IF22840N].

The provided data includes tables of all features and describes the data sources.
DOI: 10.5281/zenodo.1343697
title: Net Modulation Of Upper Ocean Thermal Structure By Typhoon Kalmaegi (2014)

description: Field data and model output associated with the manuscript entitled "Net Modulation of Upper Ocean Thermal Structure by Typhoon Kalmaegi (2014)"
DOI: 10.5281/zenodo.13890561
title: Data and code - Reducing greenhouse gas emissions from North American soybean production

description: Database and R code for the figures and tables in the article "Reducing greenhouse gas emissions from North American soybean production", Nat. Sust. (2024).
DOI: 10.5281/zenodo.14100513
title: Chromosome-scale genome assembly and de novo annotation of Alopecurus aequalis.

description: Alopecurus aequalis is a winter annual or short-lived perennial bunchgrass which has in recent years emerged as the dominant agricultural weed of barley and wheat in certain regions of China and Japan, causing significant yield losses. Its robust tillering capacity and high fecundity, combined with the development of both target and non-target-site resistance to herbicides means it is a formidable challenge to food security. Here we report on a chromosome-scale assembly of A. aequalis with a genome size of 2.83 Gb. The genome contained 33,758 high-confidence protein-coding genes with functional annotation. Comparative genomics revealed that the genome structure of A. aequalis is more similar to Hordeum vulgare rather than the more closely related Alopecurus myosuroides. The datasets provided here are the assembly FASTA file (lpAloAequ1.1.prim.cur.20230912.fasta.gz), the high-confidence protein-coding genes (Alaeq_EIv0.2.release_HC_genes.gff3.gz) and the full annotation which includes both low and high confidence features of all biotypes (Alaeq_EIv0.2.release.gff3.gz)
DOI: 10.5281/zenodo.14216626
title: On the Consequences of Intraoperative Release vs Over-tensioning of the Posterior Cruciate Ligament in Total Knee Arthroplasty

description: This dataset contains data derived from musculoskeletal modeling to investigate the effects of posterior cruciate ligament (PCL) tensioning in total knee arthroplasty (TKA). The findings indicate minimal differences in knee kinematics and kinetics for PCL releases of up to 10%, regardless of implant conformity. However, over-tensioning the PCL significantly increases joint overload, potentially compromising implant longevity. These results suggest that, in cases where precise intraoperative PCL tensioning cannot be reliably achieved, a slightly looser PCL may be preferable to mitigate complications associated with excessive tension.

The structure of the data is detailed in the accompanying Data Description.txt file, which is provided alongside the dataset (JRSI_Data.mat).
DOI: 10.5281/zenodo.4766457
title: Computer calculated Adams d₂ differentials

description: This repository contains data files generated by ext-rs pertaining to the secondary Steenrod algebra algorithm. This includes the d₂ differentials generated by the algorithm as well as other data useful for consuming this data. The data is computed for various spectra, and the files for each spectrum are placed in a directory named after the spectrum. For convenience, each data file is suffixed with the name of the module. Unless otherwise indicated by the extension, all files are plain text files. The data files are as follows: <code>d2</code>: The d₂ differentials. If the target bidegree is empty, the differentials are omitted. <code>hidden</code>: Hidden extensions by 1 by the corresponding class. We have 2, η, ν and σ extensions for the sphere and η extensions for C2. <code>inclusion</code>: The map in Ext induced by the inclusion of the bottom cell. In the case of C2 ∧ Cη, we also have the inclusion of the bottom copy of C2. <code>projection</code>: The map in Ext induced by projection to the cell. In the case of C2 ∧ Cη, we also have the projection to the top copy of C2. <code>filtration_one</code>: A list of all filtration one products. <code>kappa</code>: Product with κ. This is only available for the sphere. <code>kappabar</code>: Product with \(\bar{\kappa}\). This is only available for the sphere. <code>change_of_basis</code>: The correspondence between our basis and Bruner's basis. Each row expresses one of our basis element in terms of Bruner's basis. This is only available for the sphere. <code>charts.pdf</code>: The Adams charts showing the d₂'s and the E₃ page, drawn by TikZ. <code>clean_charts.pdf</code>: The same charts but without showing h₂ products. <code>charts.tex</code>, <code>clean_charts.tex</code>: Source files for the above charts. <code>*.svg</code>: Same charts in SVG format. <code>differentials.gz</code>: The differentials in our minimal resolution, in a human-readable plain text format. <code>bruner.tar.gz</code>: The differentials in our resolution, in Bruner's format. <code>module.json</code>: Module definition files used by <code>ext-rs</code>. <code>num_gens</code>: Number of generators in each bidegree. This is useful for further processing of data. See arxiv:2105.07628 for more information about this dataset.
DOI: 10.5281/zenodo.4832899
title: Reported offsets between hydrogen isotopes in source water and that of plant xylem water

description: Stable isotopes of water are frequently used as a means of inferring plant source water. However, a number of studies have described the potential for fractionation of water isotopes in soil (Oerter <em>et al.</em>, 2014), fractionation of water isotopes at the time of plant root uptake (Ellsworth & Williams, 2007; Poca <em>et al.</em>, 2019), and fractionation of plant xylem water (Barbeta <em>et al.</em>, 2020; Chen <em>et al.</em>, 2020). Recently, Chen <em>et al., </em>(2020) compared the hydrogen isotope ratio (δ<sup>2</sup>H) of plant xylem water obtained through cryogenic vacuum distillation and the δ<sup>2</sup>H of steady-state transpiration given a known source water provided to the plants. They identified a bias attributed to some combination of isotopic exchange of hydrogen in wood tissue with water in wood tissue and/or water stored in the xylem that is not participating in transpiration. They determined the offset between source water and xylem to be -8.1‰ based on observations from 9 species. Here, we present data on δ<sup>2</sup>H offsets compiled from 6 different studies and representing 30 plant species to facilitate the calculation of offsets for any number of different purposes. We also present δ<sup>18</sup>O offsets from the studies in which they were available.
DOI: 10.5281/zenodo.5062513
title: GGCMI Phase 3 crop calendar

description: The new crop calendar for GGCMI Phase 3 is a composite product merging various observational data sources. It provides in each 0.5° land grid cell the planting day and maturity day for 18 different crops, separating rainfed and irrigated systems. Grid cells outside of currently cultivated areas are spatially extrapolated and original data gap-filled. This crop calendar version only provide static growing periods, i.e., the multi-year average estimates. We only specify a single growing season per crop and grid cell, and no crop rotations are considered. However, for wheat and rice we provide data for a second season with separate crop calendars for winter and spring wheat, and two separate main rice growing seasons. Additional details on gap-filling, spatial extrapolation, and data source selection are provided in the original publication: Jägermeyr et al. 2021, Climate impacts on global agriculture emerge earlier in new generation of climate and crop, Nature Food, 2, pp. 873–885, https://www.nature.com/articles/s43016-021-00400-y An annual crop calendar with yearly observed planting and harvest dates is in preparation and will be published separately.
DOI: 10.5281/zenodo.8147221
title: The REHA-KNOWS Dataset

description: This dataset was collected within the REHA-KNOWS (<strong>Reha</strong>bilitation facilities' research needs and <strong>know</strong>ledge transfer in <strong>S</strong>outhwest Germany) study investigating research needs, attitudes and barriers towards health services research and knowledge transfer strategies. From March to May 2023, we surveyed representatives of rehabilitation facilities in two German Federal States (Baden-Wuerttemberg and Saarland) using an online questionnaire, which is published within this record. The survey language was German, however, we translated all material into English. The full dataset contains n=88 responses from 74 rehabilitation facilitites. Due to data protection law, we had to prepare this dataset for publication to avoid de-anonymisation of subjects. Therefore, two variables in the dataset slightly deviate from the original questionnaire: For question No. 3, we created an aggregated variable containing information for each original code that was selected 5 times or less. The variable "size" is an aggregated variable from question No. 6. In some rare cases, open answers, where combination of variables might lead to an identification of subjects, were changed. Those changes are marked with brackets: [...].
description: Dataset, variable labels and questionnaire are provided in English. Text answers to open questions might be in German.
DOI: 10.6084/m9.figshare.14842965
title: Global input datasets of fertilization, irrigation, and tillage practices

description: <b>Global input datasets of fertilization, irrigation, and tillage practices</b> <b> </b> <b>Citation:</b> Cui, X.; <b>Zhou, F.</b>*; Ciais, P.; Davidson, E. A.; Tubiello, F. N.; Niu, X.; Ju, X.; Canadell, J. G.; Bouwman, A. F.; Jackson, R. B.; Mueller, N. D.; Zheng, X.; Kanter, D.; Tian, H.; Adalibieke, W.; Bo, Y.; Wang, Q.; Zhan, X.; Zhu, D., Global hotspots of nitrous oxide mitigation potential in cropland. <i>Nature Food</i>. 2021, https://doi.org/10.1038/s43016-021-00384-9<br> <b> </b> <b>Contact:</b> Direct questions, additional information regarding publications and research by email to zhouf@pku.edu.cn. <b><br> Data Products:</b> 1. We provided a global gridded, crop-specific fertilization dataset at 5-arc-minute spatial resolution, including the rate, type, frequency, and placement of N inputs in 2000. 2. We downloaded the global gridded crop-specific non-tillage dataset at 5-arc-minute spatial resolution from Porwollik et al, but aggregated the results for other crops. 3. We downloaded the global gridded crop-specific irrigated area dataset at 5-arc-minute spatial resolution from MIRCA2000, but further divided the irrigated rice into either continuously or intermittently flooded systems. <b>License:</b> Creative Commons Attribution 4.0 International Data may be freely downloaded for research, study, or teaching, but must be cited appropriately. Re-release of the data, or incorporation of the data into a commercial product, is allowed only with explicit permission. If you would like to request permission to use this dataset for another purpose, please contact us at zhouf@pku.edu.cn.
DOI: 10.6084/m9.figshare.28045298
title: Supplementary Material for: Therapy-related leukaemia Following docetaxel Chemotherapy for Metastatic Hormone-Sensitive Prostate Cancer: a case report

description: Introduction: Docetaxel is the first-line drug that has been proved to improve the overall survival of men with mHSPC. For patients who survive the prostate cancer, they may be at risk of secondary neoplasm, especially for the t-MDS or t-AML. Case presentation: We reported a 44-year-old man with prostate cancer (cT4N1M1c) who developed t-AML following docetaxel chemotherapy. Typically, the t-AML in our case was characterized by a aberrant karyotype t(15;17)(q22;q21).Conclusions: This case is, to our knowledge, the first time to report a patient with mHSPC who developed therapy-related acute promyelocytic leukemia following docetaxel chemotherapy, suggesting that docetaxel might contribute to the induction of t-AML.
DOI: 10.6084/m9.figshare.28045448
title: Supplementary Material for: Pharmacologic Management of Obesity in Neuro-oncology: A Case Report

description: Introduction: Brain tumors are the most common solid tumors in pediatric oncology. Advances in the treatment of childhood brain tumors have led to increased survival; however, treatment-related morbidity remains high. The risk of developing overweight/obesity or significant weight gain is commonly observed in children with a brain tumor often due to hypothalamic damage as a result of radiation therapy, surgery, or the tumor itself. This may be accompanied by endocrinopathies such as diabetes insipidus and central precocious puberty in survivors of a childhood brain tumor. Lifestyle intervention strategies are often ineffective in preventing and managing obesity. Patients have difficulty with adherence to dietary interventions due to prolonged exposure to high-dose steroids, compromised physical health due to the disease process, or limitations in mobility as a result of excessive weight gain or the sequelae of the tumor management. There are no effective interventions to prevent or manage obesity in this patient population. 
Case Presentation: We describe a case report of a 11-year-old female who underwent treatment for a ganglioglioma, WHO grade 1 and, simultaneously, experienced nearly 100-kilogram weight gain. After several unsuccessful attempts at lifestyle interventions, she was referred to endocrinology and prescribed a GLP-1 receptor agonist, semaglutide. Following treatment with semaglutide, significant weight loss was observed. Importantly, the patient reported enhanced quality of life and social activity. 
Conclusion: Anti-obesity medications are promising treatment options for this vulnerable patient group. Additional research is warranted to examine their use for the prevention and treatment of obesity in children with a brain tumor.
DOI: 10.6103/share.w3.800
title: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 3 - SHARELIFE
DOI: 10.12760/01-2016-1-01
title: Monitoring post-fire forest recovery using multi-temporal Digital Surface Models generated from different platforms.

description: Wildfires can greatly affect forest dynamics. Given the alteration of fire regimes foreseen globally due to climate and land use changes, greater attention should be devoted to prevention and restoration activities. Concerning in particular post-fire restoration actions, it is fundamental, together with a better understanding of ecological processes resulting from the disturbance, to define techniques and protocols for long-term monitoring of burned areas. This paper presents the results of a study conducted within an area affected by a stand-replacing crown fire (Verrayes, Aosta (AO), Italy) in 2005, which is part of a long-term monitoring research on post-fire restoration dynamics. We performed a change detection analysis through a time sequence (2008-2015) of DSMs (Digital Surface Models) obtained from LiDAR (ALS - Airborne Laser Scanner) and digital images (UAV - Unmanned Aerial Vehicle flight) to test the ability of the systems (platform + sensor) to identify the ongoing processes. New technologies providing high-resolution information and new devices (i.e. UAV) able to acquire geographic data "on demand" demonstrated great potential for monitoring post disturbance recovery dynamics of vegetation.
DOI: 10.1594/pangaea.962675
title: Raw data from Triaxus topAWI (towed ocean profiler of the AWI) during RV POLARSTERN cruise PS133/1

description: The MacArtney Triaxus extended version is a remotely operated towed vehicle (ROTV). It is towed behind the ship between 2 and 10 knots and can undulate in a saw tooth pattern between a few meters below the surface and 350m depth. The umbilical provides power and a fiber optic link to sensors that are mounted on the Triaxus (see SensorWeb). The data collected by the sensors were recorded on separate computers, one computer per sensor (including the flight information from the Triaxus itself). Thus, there are 7 separate data streams saved in separate folders plus a folder with metadata information about the different dives. During long Triaxus operations, new data files would be started approximately every 4 hours, because some of the employed software programs do not allow for backing up of the files while they are still being written to. In addition to a test dive, one long transect across the ACC at 25°W was collected on PS133.1 in October 2022.
DOI: 10.17632/hpgmk6ctwh.2
title: Replication package for "Biodiversity Finance"

description: Replication code and simulated data for "Biodiversity Finance."
DOI: 10.17909/j04e-sq50
title: SAUNAS II 

description: SAUNAS II - Borlaff et al. 2024b - Manuscript in revision by ApJ
DOI: 10.21227/dz4t-cm36
title: Heart Disease Dataset (Comprehensive)

description: This heart disease dataset is curated by combining 5 popular heart disease datasets already available independently but not combined before. In this dataset, 5 heart datasets are combined over 11 common features which makes it the largest heart disease dataset available so far for research purposes. The five datasets used for its curation are:ClevelandHungarianSwitzerlandLong Beach VAStatlog (Heart) Data Set.This dataset consists of 1190 instances with 11 features. These datasets were collected and combined at one place to help advance research on CAD-related machine learning and data mining algorithms, and hopefully to ultimately advance clinical diagnosis and early treatment.
DOI: 10.21227/mxr7-p365
title: A Conversion Guide: Solar Irradiance and Lux Illuminance

description: The standard for measurement of solar irradiance utilizes the units of watts per meter squared (W/m2). Irradiance meters are both costly and limited in the ability to measure low irradiance values. With a lower cost and higher sensitivity in low light conditions, light meters measure illuminance utilizing the unit of Lux. A conversion factor would enable the use of light meters to evaluate PV performance under low solar irradiance conditions. This conversion is a supplement to Luminous Efficacy that compares atmospheric light in units of lumens to solar irradiance in units of watts. A survey of the literature found no definitive and readily available "rule of thumb" conversion standard between solar irradiance and Lux. Easy to find Internet sources contain conflicting and widely varying values of 688,449 to 21,000 Lux for 1,000 W/m2 (1 Sun) of solar irradiance. Peer-reviewed literature contains Luminous Efficacy equivalents values of 21 to 131 lumens per watt. This analysis explores the relationship and establishes a theoretical and laboratory measurement guide for conversion for solar irradiance and light Lux. Measurement uncertainties, equipment calibration accuracy, and standards' data were considered to develop a conversion factor. Solar Irradiance of 1 Sun (1,000 W/m2) equals approximately 120,000 Lux.
DOI: 10.22008/fk2/5ozv7w
title: Drikkevandets hårdhed i Danmark

description: Kortet viser drikkevandets hårdhed (dH) i forsyningsområderne for almene vandværker i Danmark, baseret på kvalitetssikrede data udtrukket fra den nationale boringsdatabase (Jupiter) i september 2023. Hårdhedsgraden, som er et udtryk for vandets indhold af calcium og magnesium, har blandt andet betydning for, hvor meget sæbe man skal bruge, når man vasker, da hårdt vand kræver mere sæbe end blødt vand. Der kan være store lokale og tidsmæssige forskelle på hårdheden. Kontakt det lokale vandforsyningsselskab for de mest aktuelle og præcise tal. Kortet kan downloades som en mpkx-fil til brug for ArcGIS Pro samt gpkg- og qxz-filer til brug for QGIS. The map shows information about drinking water hardness (dH) at the level of water supply areas of public waterworks in Denmark based on quality-assured data, extracted from the national well-database Jupiter in September 2023. The hardness degree is based on the concentration of calcium and magnesium in the drinking water and has importance, for example, for the soap dosage when washing clothes: hard water requires more soap than soft water. Drinking water hardness may vary considerably from location to location and in time. Contact your water utility company to get the updated and precise figures. The map can be downloaded as an mpkx-file for ArcGIS Pro and gpkg- and qxz-files for use with QGIS.
DOI: 10.34730/5dbc8e35f21241d0889906136cf28d26
title: CoE RAISE - data for actuated turbulent boundary layer flows

description: This data collection contains time-series of three-dimensional snapshots for a parametric study of flat plate turbulent boundary layer flow actuated by spanwise traveling transversal surface waves with the goal of friction drag reduction.
description: Details regarding the numerical setup and the structure of the data are given at https://www.coe-raise.eu/od-tbl.
DOI: 10.48364/isimip.230418.2
title: ISIMIP3b Simulation Data from the Global Water Sector

description: This dataset contains ISIMIP3b (www.isimip.org, Frieler et al. 2024, in prep.) simulation data from 4 global water models: CLASSIC (Melton et al. 2020, Asaadi et al. 2021), CWatM (Burek et al. 2020), H08 (Hanasaki et al. 2018, Yoshida et al. 2022), MIROC-INTEG-LAND (Yokohata et al. 2020, Pokhrel et al. 2014, Takata et al. 2003), and WaterGAP2-2e (Müller Schmied et al. 2021).<br>The outputs are based on simulations according to the ISIMIP3a protocol (https://protocol.isimip.org). A more detailed description of the models are available on https://www.isimip.org.<br>Version 1.1 adds additional data for MIROC-INTEG-LAND and WaterGAP2-2e, and resolves an issue with CLASSIC (https://data.isimip.org/caveats/48/).<br>Version 1.2 of this dataset updates evaporation data from CWatM (https://data.isimip.org/caveats/57/) and adds missing files from MIROC-INTEG-LAND.
DOI: 10.48437/02.2020.k2.7000.0004
title: EasyGSH-DB: Themengebiet - synoptische Hydrodynamik
title: EasyGSH-DB: Themengebiet - synoptische Hydrodynamik

description: Das Themengebiet synoptische Hydrodynamik von EasyGSH-DB (Erstellung anwendungsorientierter synoptischer Referenzdaten zur Geomorphologie, Sedimentologie und Hydrodynamik in der Deutschen Bucht), ist ein Teil der referenzierbaren, kontinuierlich aufbereiteten Basisdatensatz für die Deutsche Bucht. Sie sind die Grundlage der erstellten Produkte und werden zur freien Nutzung bereit gestellt. Unter diesem Metadatensatz werden die Produkte der synoptichen Hydrodynamik gelistet und verwiesen. Produkt: - EasyGSH-DB_synoptische_Hydrodynamik: Modellgrundlage UnTRIM2 - EasyGSH-DB_synoptische_Hydrodynamik: Seegangsparameter SWAN Literatur: - Hagen, R., et.al., (2019), Validierungsdokument - EasyGSH-DB - Teil: UnTRIM-SediMorph-Unk, doi: https://doi.org/10.18451/k2_easygsh_1 Für weitere Informationen und den Datendownload steht die Projektseite von EasyGSH-DB (www.easygsh-db.org) und die Informationsseite (http://easygsh.wb.tu-harburg.de/) zur Verfügung.
DOI: 10.5258/soton/d3217
title: Data in support of the journal article 'All-fiber E+S band continuously tunable bismuth-doped germanosilicate fiber laser'

description: This data is supporting the journal article 'All-fiber E+S band continuously tunable bismuth-doped germanosilicate fiber laser' published on Optics Letters.

The excel file contains all experimental data used for generating Fig.2 to Fig.7.

The data access is under CC BY license.