cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11588/data/yazwjw/7ho3w0
title: nontumor_liver_softtissue_connectivetissue.zip

description: :unav
DOI: 10.11588/data/yazwjw
title: Implementation of deep learning in liver pathology optimizes diagnosis of benign lesions and adenocarcinoma metastasis [data]

description: Differentiation of neoplastic and non-neoplastic liver lesions using routine histological tissue sections can be challenging. Correct classification is paramount to forecast prognosis and to select the correct therapy. Deep learning algorithms have recently been suggested to support objective and consistent assessment of digital histopathological images. In thisstudy, annotation of 7 different classes, namely non-neoplastic bile ducts, benign biliary lesions and liver metastases from colorectal and pancreatic adenocarcinoma, was performed, resulting in a total of 204.159 image patches. The patient cohort was split into three datasets and an EfficientNetV2 and ResNetRS deep learning algorithm to classify the respective categories was trained, optimized, and ultimately tested. Model performance was evaluated on validation and test data using confusion matrices. In summary, a hereinafter proposed automated classification to identify benign and malignant liver lesions by deep learning methods was described, which performed with high diagnostic accuracy. Furthermore, a huge curated liver dataset was provided.
DOI: 10.6073/pasta/a7e49c037b515b645221831b90d87e63
title: Jornada Basin LTER: Wireless meteorological station at NPP M-NORT site: 30-minute summary data: 2013 - ongoing

description: 30-minute summary data at NPP M-NORT met station. Average air temperature and relative humidity are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP G-SUMM site. Air temperature and relative humidity are measured at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.21227/w3ve-rf60
title: Performance evaluation of AI Bot responses

description:   Performance evaluation of AI Bot responses based on various sectors of society is a crucial aspect in determining the effectiveness and reliability of AI-based Chatbots. In order to evaluate their performance, several explicit parameters are taken into account, ensuring a comprehensive assessment. These parameters encompass a range of factors, such as accuracy, relevance, coherence, clarity, and contextual understanding. By analyzing these aspects, we can gauge the AI Bot's ability to comprehend user queries and generate appropriate and helpful responses. However, evaluating AI Bot performance doesn't solely rely on predefined criteria. It is essential to compare the responses of AI Bots against the insights and opinions of human experts from diverse fields. These experts possess invaluable knowledge and expertise, allowing for a more nuanced evaluation process. By juxtaposing AI Bot responses with those of human experts, we can establish a benchmark to measure the quality of AI-generated answers. This comparison enables us to calculate a quality percentage, representing the extent to which the AI Bot's responses align with the considered expert opinions. Through this meticulous evaluation methodology, we aim to continuously refine and enhance the performance of AI-based Chatbots, ensuring they provide accurate and valuable information to users across various sectors of society.
DOI: 10.6073/pasta/6ce7024e4f85e14f3ae9fc472e679945
title: Jornada Basin LTER: Wireless meteorological station at NPP M-NORT site: Daily summary data: 2013 - ongoing

description: Daily summary data at NPP M-NORT met station. Average/maximum/minimum air temperature; average/maximum relative humidity. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP M-NORT site. Air temperature and relative humidity are measured at approximately 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.17871/try.98
title: Weed and Crop traits (NE France)

description: Canopy height, lateral spread, SLA and LDMC from weeds and crops (wheat, barley, oilseed rape, pea) growing in an agronomical experiment in NE France
Taxonomic coverage: 	Poacea, Fabaceae, Brassicaceae, Polygonaceae, Asteraceae, Chenopodiaceae, Convolvulaceae, Rubiaceae
Field list: 	Species, Latitude, Longitude, Altitude, Sampling date, Exposition, Health status, Canopy Height, Lateral Spread, SLA, LDMC, Physiological leaf age, Canopy position, Comment
DOI: 10.5281/zenodo.7687677
title: Too hot or too disturbed? Temperatures more than hikers affect circadian activity of females in northern chamois

description: This dataset contains: i) the activity level recorded by activity sensors for each 5-minutes boot for each individual, ii) the mean daily temperature assessed from ERA5 reanalysis combined with a micro-climate model, iii) the individual exposure to human disturbance for 62 adult female chamois monitored in the National Game and Hunting Reserve of Les Bauges massif (NGHRB), France, between June and September 2004-2020. This dataset is used in the analyses of the scientific paper “Too hot or too disturbed? Temperatures more than hikers affect circadian activity of females in northern chamois" (in prep).
DOI: 10.5281/zenodo.7687678
title: Too disturbed or too hot: temperatures more than hikers affect circadian activity of females in northern chamois

description: This dataset contains: i) the activity level recorded by activity sensors for each 5-minutes boot for each individual, ii) the mean daily temperature assessed from ERA5 reanalysis combined with a micro-climate model, iii) the individual exposure to human disturbance for 62 adult female chamois monitored in the National Game and Hunting Reserve of Les Bauges massif (NGHRB), France, between June and September 2004-2020. This dataset is used in the analyses of the scientific paper “Too disturbed or too hot: temperatures more than hikers affect circadian activity of females in northern chamois" (in prep).
DOI: 10.5281/zenodo.8123239
title: Too hot or too disturbed? Temperatures more than hikers affect circadian activity of females in northern chamois

description: This dataset contains: i) the activity level recorded by activity sensors for each 5-minutes boot for each individual, ii) the mean daily temperature assessed from ERA5 reanalysis combined with a micro-climate model, iii) the individual exposure to human disturbance for 62 adult female chamois monitored in the National Game and Hunting Reserve of Les Bauges massif (NGHRB), France, between June and September 2004-2020. This dataset is used in the analyses of the scientific paper “Too hot or too disturbed? Temperatures more than hikers affect circadian activity of females in northern chamois" (in prep).
DOI: 10.5281/zenodo.8045623
title: Malaysian Coral Reef Ecosystem Resilience

description: This dataset is based on coral reef resilience project conducted in Peninsular Malaysia islands. These islands are Pulau Perhentian, Pulau Redang, Pulau Tioman and Kepulauan Mersing. In this research, a list of prioritized resilience factors and anthropogenic stressed were examined to understand the resilience of the selected sites. The project was funded by National Oceanic and Atmospheric Administration (NOAA) Coral Reef Conservation Program (CRCP). Please see the terms and conditions below for the usage of the data: 1. Disclaimer: Data produced under this award and made available to the public must be accompanied by the following statement: "These data and related items of information have not been formally disseminated by NOAA, and do not represent any agency determination, view, or policy." 2. Data Citation: Publications based on data, and new products derived from source data, must cite the data used according to the conventions of the Publisher, using unambiguous labels such as Digital Object Identifiers (DOIs). All data and derived products that are used to support the conclusions of a peer-reviewed publication must be made available in a form that permits verification and reproducibility of the results.
DOI: 10.5281/zenodo.8045622
title: Malaysian Coral Reef Ecosystem Resilience

description: This dataset is based on coral reef resilience project conducted in Peninsular Malaysia islands. These islands are Pulau Perhentian, Pulau Redang, Pulau Tioman and Kepulauan Mersing. In this research, a list of prioritized resilience factors and anthropogenic stressed were examined to understand the resilience of the selected sites. The project was funded by National Oceanic and Atmospheric Administration (NOAA) Coral Reef Conservation Program (CRCP). Please see the terms and conditions below for the usage of the data: 1. Disclaimer: Data produced under this award and made available to the public must be accompanied by the following statement: "These data and related items of information have not been formally disseminated by NOAA, and do not represent any agency determination, view, or policy." 2. Data Citation: Publications based on data, and new products derived from source data, must cite the data used according to the conventions of the Publisher, using unambiguous labels such as Digital Object Identifiers (DOIs). All data and derived products that are used to support the conclusions of a peer-reviewed publication must be made available in a form that permits verification and reproducibility of the results.
DOI: 10.6084/m9.figshare.22811606.v1
title: Evidence for auroral influence on Jupiter’s nitrogen and oxygen chemistry revealed by ALMA

description: Spectra and retrieval data from: Title: Evidence for auroral influence on Jupiter's nitrogen and oxygen chemistry revealed by ALMA Authors: T. Cavalié, L. Rezac, R. Moreno, E. Lellouch, T. Fouchet, B. Benmahi, T. K. Greathouse, J. A. Sinclair, V. Hue, P. Hartogh, M. Dobrijevic, N. Carrasco, Z. Perrin Journal: Nature Astronomy Year: 2023 ######################## # Description of files # ######################## CO_data/ latitudes_CO.dat: planetocentric latitudes of the 540 pointings from which the CO spectra have been extracted spectrum_*.dat : CO spectra, one per pointing. Frequency in GHz and continuum-subtracted flux density in Jy/beam profiles_*.dat : vertical profiles, one per pointing. Pressure in mbar, temperature in K (local average, see paper for details), and retrieved CO volume mixing ratio HCN_data/ latitudes_HCN.dat: planetocentric latitudes of the 557 pointings from which the HCN spectra have been extracted spectrum_*.dat : HCN spectra, one per pointing. Frequency in GHz and continuum-subtracted flux density in Jy/beam profiles_*.dat : vertical profiles, one per pointing. Pressure in mbar, temperature in K (local average, see paper for details), and retrieved HCN volume mixing ratio
DOI: 10.6084/m9.figshare.22811606
title: Evidence for auroral influence on Jupiter’s nitrogen and oxygen chemistry revealed by ALMA

description: Spectra and retrieval data from: Title: Evidence for auroral influence on Jupiter's nitrogen and oxygen chemistry revealed by ALMA Authors: T. Cavalié, L. Rezac, R. Moreno, E. Lellouch, T. Fouchet, B. Benmahi, T. K. Greathouse, J. A. Sinclair, V. Hue, P. Hartogh, M. Dobrijevic, N. Carrasco, Z. Perrin Journal: Nature Astronomy Year: 2023 ######################## # Description of files # ######################## CO_data/ latitudes_CO.dat: planetocentric latitudes of the 540 pointings from which the CO spectra have been extracted spectrum_*.dat : CO spectra, one per pointing. Frequency in GHz and continuum-subtracted flux density in Jy/beam profiles_*.dat : vertical profiles, one per pointing. Pressure in mbar, temperature in K (local average, see paper for details), and retrieved CO volume mixing ratio HCN_data/ latitudes_HCN.dat: planetocentric latitudes of the 557 pointings from which the HCN spectra have been extracted spectrum_*.dat : HCN spectra, one per pointing. Frequency in GHz and continuum-subtracted flux density in Jy/beam profiles_*.dat : vertical profiles, one per pointing. Pressure in mbar, temperature in K (local average, see paper for details), and retrieved HCN volume mixing ratio
DOI: 10.6084/m9.figshare.22783019.v1
title: A mid-Cambrian tunicate and the deep origin of the ascidiacean body plan

description: Extended data 2. Character matrix used in the phylogenetic analysis of Megasiphon thylakos, adapted from Braun et al. 2020.
DOI: 10.6084/m9.figshare.19102701
title: A new robust parameter estimation approach for multinomial categorical response data with outliers and mismeasured covariates

description: Being confronted with multinomial categorical response data often occurs in the medical, health, social sciences and other fields. However, the data in practice are subject to measurement error (ME) or outliers due to some unavoidable reasons. There are few studies dealing with problems of ME and outliers in the data with unordered and multi-classified responses <i>simultaneously</i>. To address the effects of ME and outliers in multinomial logistic models, which are most suitable for analyzing categorical outcome variables, we propose novel approaches. Firstly, we develop the extensively weighed corrected score method to estimate parameters in multinomial logistic models with ME. Furthermore, to tackle the problem of that how to obtain parameter estimations when the ME and outliers occur <i>simultaneously</i>, we develop a new robust method, namely the robust extensive weighted corrected score method. Some simulation studies are conducted to evaluate the estimators’ finite sample performance. It has been verified that these estimators are consistent and asymptotically normally distributed under general conditions. They are easy to compute, perform well and stably and are robust against the normality assumption for the ME. The proposed methods are also applied to two real datasets to illustrate the practicability of methods.
DOI: 10.6084/m9.figshare.19102701.v1
title: A new robust parameter estimation approach for multinomial categorical response data with outliers and mismeasured covariates

description: Being confronted with multinomial categorical response data often occurs in the medical, health, social sciences and other fields. However, the data in practice are subject to measurement error (ME) or outliers due to some unavoidable reasons. There are few studies dealing with problems of ME and outliers in the data with unordered and multi-classified responses <i>simultaneously</i>. To address the effects of ME and outliers in multinomial logistic models, which are most suitable for analyzing categorical outcome variables, we propose novel approaches. Firstly, we develop the extensively weighed corrected score method to estimate parameters in multinomial logistic models with ME. Furthermore, to tackle the problem of that how to obtain parameter estimations when the ME and outliers occur <i>simultaneously</i>, we develop a new robust method, namely the robust extensive weighted corrected score method. Some simulation studies are conducted to evaluate the estimators’ finite sample performance. It has been verified that these estimators are consistent and asymptotically normally distributed under general conditions. They are easy to compute, perform well and stably and are robust against the normality assumption for the ME. The proposed methods are also applied to two real datasets to illustrate the practicability of methods.
DOI: 10.6084/m9.figshare.22783019
title: A mid-Cambrian tunicate and the deep origin of the ascidiacean body plan

description: Extended data 2. Character matrix used in the phylogenetic analysis of Megasiphon thylakos, adapted from Braun et al. 2020.
DOI: 10.6084/m9.figshare.21518391.v1
title: Kinetic control of shape deformations and membrane phase separation inside giant vesicles

description: Time-lapse videos of fluorescence microscopy measurements
DOI: 10.6084/m9.figshare.21518391
title: Kinetic control of shape deformations and membrane phase separation inside giant vesicles

description: Time-lapse videos of fluorescence microscopy measurements
DOI: 10.6084/m9.figshare.22808321.v1
title: Optimized superconductivity in the vicinity of a nematic quantum critical point in the kagome superconductor Cs(V<sub>1-<i>x</i></sub>Ti<sub><i>x</i></sub>)<sub>3</sub>Sb<sub>5</sub> data sets

description: The data generated in this work
DOI: 10.6084/m9.figshare.22808321
title: Optimized superconductivity in the vicinity of a nematic quantum critical point in the kagome superconductor Cs(V<sub>1-<i>x</i></sub>Ti<sub><i>x</i></sub>)<sub>3</sub>Sb<sub>5</sub> data sets

description: The data generated in this work
DOI: 10.6084/m9.figshare.22960949.v1
title: SpatialDM: Rapid identification of spatially co-expressed ligand-receptor reveals cell-cell communication patterns

description: Publicly available datasets analysed in SpatialDM manuscript including: a multi-sample intestine dataset (A1-A9, Corbett, 2020), a melanoma section dataset (Thrane, 2018), and a mouse SVZ dataset (Eng, 2019)
DOI: 10.6084/m9.figshare.22960949
title: SpatialDM: Rapid identification of spatially co-expressed ligand-receptor reveals cell-cell communication patterns

description: Publicly available datasets analysed in SpatialDM manuscript including: a multi-sample intestine dataset (A1-A9, Corbett, 2020), a melanoma section dataset (Thrane, 2018), and a mouse SVZ dataset (Eng, 2019)
DOI: 10.6084/m9.figshare.22802501.v1
title: Deep quantum neural networks equipped with backpropagation on a superconducting processor

description: Deep quantum neural networks equipped with backpropagation on a superconducting processor
DOI: 10.6084/m9.figshare.22666126.v1
title: Ultrasensitive Mechanical/Thermal Response of a P(VDF-TrFE) Sensor with a Tailored Network Interconnection Interface

description: These data include the piezoelectric coefficient of the P(VDF-TrFE)/PEDOT:PSS composite film, pyroelectric current, piezoelectric coefficient as a function of network interconnect interface thickness, and piezoelectric and pyroelectric voltage (peak-to-peak) as a function of pressure and temperature.
DOI: 10.6084/m9.figshare.22666126
title: Ultrasensitive Mechanical/Thermal Response of a P(VDF-TrFE) Sensor with a Tailored Network Interconnection Interface

description: These data include the piezoelectric coefficient of the P(VDF-TrFE)/PEDOT:PSS composite film, pyroelectric current, piezoelectric coefficient as a function of network interconnect interface thickness, and piezoelectric and pyroelectric voltage (peak-to-peak) as a function of pressure and temperature.
DOI: 10.6073/pasta/da5539af364318abc56dc5da67fc394e
title: Jornada Basin LTER: Wireless meteorological station at NPP M-NORT site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at NPP M-NORT met station. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes at an automated meteorological station installed at Jornada LTER NPP M-NORT site. Measurements are made every 30 minutes at 10 cm, 20 cm, and 30 cm soil depths. This is an ONGOING dataset.
DOI: 10.6073/pasta/53902d6c8d2be5ee4e0fa3821092c86d
title: Jornada Basin LTER: Wireless meteorological station at NPP M-NORT site: Daily average soil volumetric water content data: 2013 - ongoing

description: Daily average of 30-minute Volumetric Water Content at NPP M-NORT met station. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured and calculated at an automated meteorological station installed at Jornada LTER NPP M-NORT site. The daily average at 3 soil depths is calculated from measurements made every 30 minutes at 10 cm, 20 cm, and 30 cm. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.23639661.v1
title: Phenology.js

description: The codes service for the study of Effects of greening-induced warming and cooling on tree phenology in temperate and boreal forests.
DOI: 10.5281/zenodo.7726549
title: Fungal Planet 2023 June - Aschersonia mackerrasiae

description: Alignment and tree for Aschersonia mackerrasiae.
DOI: 10.5281/zenodo.7726548
title: Fungal Planet 2023 June - Aschersonia mackerrasiae

description: Alignment and tree for Aschersonia mackerrasiae.
DOI: 10.5281/zenodo.7714326
title: Fungal Planet 2023 June - Pseudocercospora blackwoodiae & P. dalyelliae

description: Alignment and tree for Pseudocercospora blackwoodiae and P. dalyelliae.
DOI: 10.5281/zenodo.7714325
title: Fungal Planet 2023 June - Pseudocercospora blackwoodiae & P. dalyelliae

description: Alignment and tree for Pseudocercospora blackwoodiae and P. dalyelliae.
DOI: 10.25505/fiz.icsd.cc2frk2v
title: CSD 2256957: Experimental Crystal Structure Determination

description: Related Article: C. Giacobbe, A. Moliterni, D. Di Giuseppe, D. Malferrari, J.P. Wright, M. Mattioli, S. Raneri, C. Giannini, L. Fornasini, E. Mugnaioli, P. Ballirano, A.F. Gualtieri|2023|IUCrJ|10|397|doi:10.1107/S2052252523003500
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.7714511
title: Fungal Planet 2023 June - Cladosporium corticola

description: Alignment and tree of Cladosporium corticola.
DOI: 10.5281/zenodo.7714510
title: Fungal Planet 2023 June - Cladosporium corticola

description: Alignment and tree of Cladosporium corticola.
DOI: 10.5281/zenodo.7726428
title: Fungal Planet 2023 June - Penicillium nudgee

description: Alignment and tree for Penicillium nudgee.
DOI: 10.5281/zenodo.7726427
title: Fungal Planet 2023 June - Penicillium nudgee

description: Alignment and tree for Penicillium nudgee.
DOI: 10.5281/zenodo.8123272
title: Microsatellite and morphological data for Carpobrotus species sampled from 40 different populations

description: Microsatellite data for six loci and 698 individuals of Carpobrotus species sampled from 40 different population Morphological data for individuals of Carpobrotus species from 40 different populations
DOI: 10.5281/zenodo.8123271
title: Microsatellite and morphological data for Carpobrotus species sampled from 40 different populations

description: Microsatellite data for six loci and 698 individuals of Carpobrotus species sampled from 40 different population Morphological data for individuals of Carpobrotus species from 40 different populations