cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7505821
title: Retinal Fundus Multi-Disease Image Dataset (RFMiD) 2.0

description: Retinal Fundus Multi-disease Image Dataset (RFMiD 2.0) is an auxiliary dataset to our previously published dataset. RFMiD 2.0 is a more challenging dataset to research society to develop the computer-based disease diagnosis system. Diabetic Retinopathy, cataracts, and refractive error in the eye are leading diseases that may lead to permanent vision loss more frequently. Therefore, developing an AI-based model to classify these diseases is useful for ophthalmologists. This dataset consists of 860 images of frequently and rarely observed 51 diseases. However, some images are labeled with multiple diseases. This dataset is useful for the research and development of AI-based medical healthcare systems in ophthalmology.
description: RFMiD2.0 Dataset is classified into three sub-classes with disease distribution. The training set, validation set, and test set are three subfolders consisting of multi-labeled images. Each folder includes images and a .csv file containing labels. This distributed data can be utilized for the development of AI-based models.
DOI: 10.25625/wcemaa/0yijmy
title: ODE_DAE_Convergence.py

description: :unav
DOI: 10.25625/wcemaa/dudqpe
title: Navier_Stokes_Convergence.py

description: :unav
DOI: 10.25625/wcemaa/mtd34v
title: DAE_Example(Imp_IMEX).ipynb

description: :unav
DOI: 10.25625/wcemaa/ubyfdn
title: PDE_Example_Heat_equation.ipynb

description: :unav
DOI: 10.25625/wcemaa/wtl7tk
title: Navier_Stokes_Reference_Solvers.py

description: :unav
DOI: 10.25625/wcemaa/tybhz9
title: ODE_Example(2-D).ipynb

description: :unav
DOI: 10.25625/wcemaa/0fg85j
title: ODE_Stiff_System(Implicit_Solvers).ipynb

description: :unav
DOI: 10.25625/wcemaa/iut4j3
title: PDE_Solve_Steps.py

description: :unav
DOI: 10.25625/wcemaa/thxr05
title: Naver_Stokes.ipynb

description: :unav
DOI: 10.25625/wcemaa/hcwrw2
title: ODE_DAE_Solve_Steps.py

description: :unav
DOI: 10.25625/wcemaa/vltcrp
title: Stability_Regions.ipynb

description: :unav
DOI: 10.25625/wcemaa/437ljs
title: ODE_DAE_SDC.py

description: :unav
DOI: 10.25625/wcemaa/yimdwk
title: ODE_Example(1-D).ipynb

description: :unav
DOI: 10.25625/wcemaa/cae3to
title: PDE_Problem_Setup_Heat_eqn.py

description: :unav
DOI: 10.25625/wcemaa/piwufc
title: Stability_Convergence.py

description: :unav
DOI: 10.25625/wcemaa/ec7afp
title: Navier_Stokes_Problem_Setup.py

description: :unav
DOI: 10.25625/wcemaa/ogxrwk
title: ODE_Stiff_System(IMEX_Solvers).ipynb

description: :unav
DOI: 10.25625/wcemaa/hque47
title: ODE_DAE_Reference_Solvers.py

description: :unav
DOI: 10.25625/wcemaa/2yzjhg
title: Read Me.txt

description: :unav
DOI: 10.25625/wcemaa/ubk2ny
title: Stability_Solve_Steps.py

description: :unav
DOI: 10.25625/wcemaa/v1x86s
title: Stability_SDC.py

description: :unav
DOI: 10.25625/wcemaa/ohjqap
title: Navier_Stokes_SDC.py

description: :unav
DOI: 10.25625/wcemaa/ae2gqc
title: PDE_Convergence.py

description: :unav
DOI: 10.25625/wcemaa/3uxse0
title: quadrature_rule.py

description: :unav
DOI: 10.25625/wcemaa/d4okxf
title: PDE_SDC.py

description: :unav
DOI: 10.25625/wcemaa/jjxazv
title: PDE_Reference_Solvers.py

description: :unav
DOI: 10.25625/wcemaa/wbpp3p
title: Navier_Stokes_Solve_Steps.py

description: :unav
DOI: 10.25625/wcemaa
title: Replication Data for 'Spectral Deferred Correction Methods for Spatially Discretized Flow Problems'

description: This dataset consist of the implementation results based on the Master's thesis "Spectral Deferred Correction Methods for Spatially Discretized Flow Problems" submitted in partial fulfillment of the requirements for the course “Mathematics” at University of Göttingen.
DOI: 10.25625/wcemaa/sjtu8r
title: ODE_Example(3-D).ipynb

description: :unav
DOI: 10.6084/m9.figshare.21801400.v3
title: A geographic-aware approach to the intelligent simplification of polylines in cartographic generalization

description: The codes that support the findings of manuscript entitled "A geographic-aware approach to the intelligent simplification of polylines in cartographic generalization".
DOI: 10.6084/m9.figshare.21827349
title: Fecal cortisol female pygmy slow loris

description: Fecal cortisol before and after pairing female pygmy slow loris. Also includes dilution, spiking, sensitivity test.
DOI: 10.6084/m9.figshare.21827349.v1
title: Fecal cortisol female pygmy slow loris

description: Fecal cortisol before and after pairing female pygmy slow loris. Also includes dilution, spiking, sensitivity test.
DOI: 10.5519/qd.o17oyhea
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5519/qd.evul5p96
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1822 records)
DOI: 10.6084/m9.figshare.19511029
title: rv_urv_nuts3_tr.dta

description: I present a new dataset for the related and unrelated variety at the provincial level in Turkey by employing Hidalgo, Klinger, Barabasi, and Hausmann's (2007) proximity approach following Boschma, Minondo, and Navarro (2012). I used province-level export data obtained from the Turkish Statistical Institute (TurkStat) classified according to the four-digit Standard International Trade Classification (SITC). Global proximity values for product groups, on the other hand, were calculated by using the International Trade Database at the Product Level (BACI) dataset. First, the HS classification of BACI has been converted to four-digit SITC (revision 3) by using Eurostat Metadata Server (RAMON) conversion tables to provide data compliance. In addition, to eliminate the noise resulting from the fluctuations in prices, exchange rates, and seasonality, especially in four-digit export data, Hidalgo (2021) recommends excluding countries that export less than 1 Billion dollars, countries with a population of less than 1 Million, and products with a global export value below 500 Million dollars from the sample. After the data cleaning process, we calculated global proximity values over 132 countries. Variables description iladi : Provinces rvi : Related Variety Index urvi : Unrelated Variety Index
DOI: 10.6084/m9.figshare.19511029.v1
title: rv_urv_nuts3_tr.dta

description: I present a new dataset for the related and unrelated variety at the provincial level in Turkey by employing Hidalgo, Klinger, Barabasi, and Hausmann's (2007) proximity approach following Boschma, Minondo, and Navarro (2012). I used province-level export data obtained from the Turkish Statistical Institute (TurkStat) classified according to the four-digit Standard International Trade Classification (SITC). Global proximity values for product groups, on the other hand, were calculated by using the International Trade Database at the Product Level (BACI) dataset. First, the HS classification of BACI has been converted to four-digit SITC (revision 3) by using Eurostat Metadata Server (RAMON) conversion tables to provide data compliance. In addition, to eliminate the noise resulting from the fluctuations in prices, exchange rates, and seasonality, especially in four-digit export data, Hidalgo (2021) recommends excluding countries that export less than 1 Billion dollars, countries with a population of less than 1 Million, and products with a global export value below 500 Million dollars from the sample. After the data cleaning process, we calculated global proximity values over 132 countries. Variables description iladi : Provinces rvi : Related Variety Index urvi : Unrelated Variety Index
DOI: 10.6084/m9.figshare.21827484
title: RAC datasets

description: The datasets are supplementary data for paper "Rice-animal Co-culture Systems Benefit Global Sustainable Intensification"
DOI: 10.5519/qd.aglcoblm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (207 records)
DOI: 10.6084/m9.figshare.21340131.v1
title: Greater number of pollen donors improves female reproductive success but not progeny vigor in Allium stellatum

description: Datasets on seed set, seed mass, germination time, seedling height, and seedling biomass of <em>Allium stellatum</em> from pollination treatments of geitonogamous selfing, open-pollination, or pollen mixtures with either 1, 2, or 3 donors.
DOI: 10.6084/m9.figshare.21781829.v1
title: Data set for “Double Puzzle” at the Shumagin seismic gap, Alaska Peninsula: intra-slab strike-slip faulting loaded by lateral variations in megathrust fault friction

description: Data set for “Double Puzzle” at the Shumagin seismic gap, Alaska Peninsula: intra-slab strike-slip faulting loaded by lateral variations in megathrust fault friction <br> Contains, bathymetric profiles; Coulomb files;Flextureal model profiles;Flextural parameters data; GNSS coordinates and velocities. <br>
DOI: 10.6084/m9.figshare.20382690.v2
title: Related Variety and Unrelated Variety: NUTS-2 - Turkey

description: Related and Unrelated Variety Index values are calculated by using proximity approach following Hidalgo et al. (2007) and Boschma et al. (2012). We used International Trade Database at the Product Level (BACI) dataset to obtain the global proximity values. Although the BACI data set contains export data for more than 200 countries and territories, Hidalgo (2021) recommends to remove countries with exports below $ 1 billion, countries with a population of less than 1 million, and products with a global export value of less than $ 500 million from the dataset to eliminate noise and thus to obtain more accurate values. In this context, after the data cleaning process, the global product proximity values were calculated over approximately 970 product groups (4-digit HS classifications) for 132 countries. Then, we used the global proximity values and the regional export dataset (4-digit HS classifications) from Turkish Statistical Institute (TURKSTAT) to calculate related and unrelated variety from 2007 to 2020 for 26 NUTS-2 regions in Turkey. Variable description id: NUTS-2 id (created by me) countrycode: NUTS-2 codes country: NUTS-2 regions urvi: Unrelated Variety Index rvi: Related Variety Index <br>
DOI: 10.6084/m9.figshare.20382690
title: Related Variety and Unrelated Variety: NUTS-2 - Turkey

description: Related and Unrelated Variety Index values are calculated by using proximity approach following Hidalgo et al. (2007) and Boschma et al. (2012). We used International Trade Database at the Product Level (BACI) dataset to obtain the global proximity values. Although the BACI data set contains export data for more than 200 countries and territories, Hidalgo (2021) recommends to remove countries with exports below $ 1 billion, countries with a population of less than 1 million, and products with a global export value of less than $ 500 million from the dataset to eliminate noise and thus to obtain more accurate values. In this context, after the data cleaning process, the global product proximity values were calculated over approximately 970 product groups (4-digit HS classifications) for 132 countries. Then, we used the global proximity values and the regional export dataset (4-digit HS classifications) from Turkish Statistical Institute (TURKSTAT) to calculate related and unrelated variety from 2007 to 2020 for 26 NUTS-2 regions in Turkey. Variable description id: NUTS-2 id (created by me) countrycode: NUTS-2 codes country: NUTS-2 regions urvi: Unrelated Variety Index rvi: Related Variety Index <br>
DOI: 10.6084/m9.figshare.20382690.v1
title: nuts2_rv_urv

description: Related and Unrelated Variety Index values are calculated by using proximity approach following Hidalgo et al. (2007) and Boschma et al. (2012). We used International Trade Database at the Product Level (BACI) dataset to obtain the global proximity values. Although the BACI data set contains export data for more than 200 countries and territories, Hidalgo (2021) recommends to remove countries with exports below $ 1 billion, countries with a population of less than 1 million, and products with a global export value of less than $ 500 million from the dataset to eliminate noise and thus to obtain more accurate values. In this context, after the data cleaning process, the global product proximity values were calculated over approximately 970 product groups (4-digit HS classifications) for 132 countries. Then, we used the global proximity values and the regional export dataset (4-digit HS classifications) from Turkish Statistical Institute (TURKSTAT) to calculate related and unrelated variety from 2007 to 2020 for 26 NUTS-2 regions in Turkey.
DOI: 10.25919/57ww-j197
title: Southern Surveyor Voyage SS2010_T01 End of Voyage (EOV) Archive

description: This record describes the End of Voyage (EOV) archive from the Marine National Facility (MNF) RV Southern Surveyor transit voyage SS2010_T01, titled "Leeuwin Current – Australian National Network in Marine Science Student Training Voyage." The voyage took place from Hobart to Broome (via Fremantle) between March 30 and April 13, 2010 (UTC). For further information please refer to the lineage statement and voyage documentation links below. The archive for the SS2010_T01 EOV raw data is curated by the CSIRO National Collections and Marine Infrastructure (NCMI) Information and Data Centre (IDC) in Hobart, with a permanent digital archive at the CSIRO Data Access Portal (DAP, https://data.csiro.au/dap/), providing access to participants and processors of the data collected in the voyage. All voyage documentation is available electronically to MNF support via the local network. Access to voyage documentation for non-CSIRO participants can be made via NCMI_DataLibrarians@csiro.au.
DOI: 10.7910/dvn/fvqykc
title: Replication Data for: Mooring Observed Modulation of Nonlinear Internal Waves in the Andaman Sea by Equatorial Indian Ocean Kelvin Waves

description: Data analyzed in the paper "Mooring Observed Modulation of Nonlinear Internal Waves in the Andaman Sea by Equatorial Indian Ocean Kelvin Waves".
DOI: 10.6084/m9.figshare.21340131
title: Greater number of pollen donors improves female reproductive success but not progeny vigor in Allium stellatum

description: Datasets on seed set, seed mass, germination time, seedling height, and seedling biomass of <em>Allium stellatum</em> from pollination treatments of geitonogamous selfing, open-pollination, or pollen mixtures with either 1, 2, or 3 donors.
DOI: 10.6084/m9.figshare.21340131.v2
title: Greater number of pollen donors improves female reproductive success but not progeny vigor in Allium stellatum

description: Datasets on seed set, seed mass, germination time, seedling height, and seedling biomass of <em>Allium stellatum</em> from pollination treatments of geitonogamous selfing, open-pollination, or pollen mixtures with either 1, 2, or 3 donors.
DOI: 10.6084/m9.figshare.21340131.v3
title: Greater number of pollen donors improves female reproductive success but not progeny vigor in Allium stellatum

description: Datasets on seed set, seed mass, germination time, seedling height, and seedling biomass of <em>Allium stellatum</em> from pollination treatments of geitonogamous selfing, open-pollination, or pollen mixtures with either 1, 2, or 3 donors.
DOI: 10.6084/m9.figshare.21565392
title: Supplementary Material for: Sub-chronic restraint stress suppresses sexual potency and erection efficiency by targeting the hypothalamic-pituitary-testicular axis and the NO/cGMP/PDE5α pathway in adult rats.

description: Introduction: Male sexual potency and vigor are a complex neuroendocrine process and an important component of well-being. Psychological stress is one of the leading causes of male impotence worldwide. Therefore, to better understand the effects of psychological stress on male sexual potency, vigor, and the physiology of erection, we used the rat restraint stress (RS) model, which can most aptly simulate psychological stress. Methods: Adult male SD rats were exposed to RS for 1.5 or 3 hours/day for 30 days. Neuromodulators and hormones of sexual potency and penile erection were quantified using ELISA kit. The histoarchitecture of the penis was examined using Masson trichrome staining. Immunoblotting and immunofluorescence were used to assess the expression and immunolocalization patterns of penile erection markers. To assess sexual potency and vigor, a non-contact erection and a copulatory test were performed. Results: RS exposure decreased the circulatory levels of gonadotropins and testosterone while increasing the serum corticosterone level. RS exposure altered the histomorphology of the penis by decreasing the smooth muscle/collagen ratio and increasing oxidative stress in penile tissue. Furthermore, RS adversely affected NO availability for penile erection by decreasing the neurotransmitter acetylcholine and other erection facilitatory markers such as p-Akt, nNOS, eNOS, and cGMP, while increasing the inhibitory marker PDE5α in the penis. RS exposure significantly reduced the frequencies of mount, intromission and ejaculation, whereas it prolonged sexual exhaustion by increasing latencies of postejaculatory mount, intromission, and ejaculation. Conclusion: The current findings suggest that psychological stressors, such as restraint stress, cause erectile dysfunction in adult male rats by modulating the hypothalamic-pituitary-testicular axis, oxidative balance, penile fibrosis, and the NO/cGMP/PDE5α pathway of penile erection.
DOI: 10.6084/m9.figshare.21565392.v1
title: Supplementary Material for: Sub-chronic restraint stress suppresses sexual potency and erection efficiency by targeting the hypothalamic-pituitary-testicular axis and the NO/cGMP/PDE5α pathway in adult rats.

description: Introduction: Male sexual potency and vigor are a complex neuroendocrine process and an important component of well-being. Psychological stress is one of the leading causes of male impotence worldwide. Therefore, to better understand the effects of psychological stress on male sexual potency, vigor, and the physiology of erection, we used the rat restraint stress (RS) model, which can most aptly simulate psychological stress. Methods: Adult male SD rats were exposed to RS for 1.5 or 3 hours/day for 30 days. Neuromodulators and hormones of sexual potency and penile erection were quantified using ELISA kit. The histoarchitecture of the penis was examined using Masson trichrome staining. Immunoblotting and immunofluorescence were used to assess the expression and immunolocalization patterns of penile erection markers. To assess sexual potency and vigor, a non-contact erection and a copulatory test were performed. Results: RS exposure decreased the circulatory levels of gonadotropins and testosterone while increasing the serum corticosterone level. RS exposure altered the histomorphology of the penis by decreasing the smooth muscle/collagen ratio and increasing oxidative stress in penile tissue. Furthermore, RS adversely affected NO availability for penile erection by decreasing the neurotransmitter acetylcholine and other erection facilitatory markers such as p-Akt, nNOS, eNOS, and cGMP, while increasing the inhibitory marker PDE5α in the penis. RS exposure significantly reduced the frequencies of mount, intromission and ejaculation, whereas it prolonged sexual exhaustion by increasing latencies of postejaculatory mount, intromission, and ejaculation. Conclusion: The current findings suggest that psychological stressors, such as restraint stress, cause erectile dysfunction in adult male rats by modulating the hypothalamic-pituitary-testicular axis, oxidative balance, penile fibrosis, and the NO/cGMP/PDE5α pathway of penile erection.
DOI: 10.5281/zenodo.7509024
title: Data of electron acceleration simulation

description: These output data is save as the mat file of Matlab. The '.m' files are the codes for displaying the output data.
DOI: 10.5281/zenodo.7509023
title: Data of electron acceleration simulation

description: These output data is save as the mat file of Matlab. The '.m' files are the codes for displaying the output data.
DOI: 10.6084/m9.figshare.21828050
title: Dataset from Hunger affects cognitive performance of dairy calves

description: Hunger remains a significant animal welfare concern as restricted feeding practices are common on farms. Studies to date have focused on negative effects on health and productivity but little research has addressed the <i>feeling of hunger</i>, mostly due to methodological difficulties in assessing animals' subjective experiences. Here, we explored the use of a cognitive approach to disentangle motivational hunger (a normal state that is of limited welfare concern) from distressful hunger (a state associated with intense negative emotions). Cognitive performance in a foraging task is expected to follow an inverted U relationship with hunger levels, providing an opportunity to make inferences about different hunger states. We assessed the effect of milk restriction on calf cognition in two experiments using a modified hole-board test. Experiment 1 showed that reducing milk allowance from 12 to 6 l d<sup>−1</sup> impaired all measures of cognitive performance. Experiment 2 showed that the same type of feed restriction also disrupted calves’ capacity to re-learn. We conclude that hunger associated with reduced milk allowance can disrupt cognitive performance of dairy calves, a result consistent with the experience of distressful hunger.
DOI: 10.6084/m9.figshare.21828050.v1
title: Dataset from Hunger affects cognitive performance of dairy calves

description: Hunger remains a significant animal welfare concern as restricted feeding practices are common on farms. Studies to date have focused on negative effects on health and productivity but little research has addressed the <i>feeling of hunger</i>, mostly due to methodological difficulties in assessing animals' subjective experiences. Here, we explored the use of a cognitive approach to disentangle motivational hunger (a normal state that is of limited welfare concern) from distressful hunger (a state associated with intense negative emotions). Cognitive performance in a foraging task is expected to follow an inverted U relationship with hunger levels, providing an opportunity to make inferences about different hunger states. We assessed the effect of milk restriction on calf cognition in two experiments using a modified hole-board test. Experiment 1 showed that reducing milk allowance from 12 to 6 l d<sup>−1</sup> impaired all measures of cognitive performance. Experiment 2 showed that the same type of feed restriction also disrupted calves’ capacity to re-learn. We conclude that hunger associated with reduced milk allowance can disrupt cognitive performance of dairy calves, a result consistent with the experience of distressful hunger.
DOI: 10.5281/zenodo.7509139
title: Copernicus Climate Change Service data for the pypsa-entsoe Github repository

description: Files needed for the https://github.com/matteodefelice/pypsa-entsoe repository.
DOI: 10.5281/zenodo.7509138
title: Copernicus Climate Change Service data for the pypsa-entsoe Github repository

description: Files needed for the https://github.com/matteodefelice/pypsa-entsoe repository.
DOI: 10.6084/m9.figshare.21685751.v1
title: data_for_JGR_2022JB026111

description: Origin data for 2022JB026111, Contribution of BDS-3 observations on precise orbit determination of LEO satellites: A case study of TJU-01
DOI: 10.6084/m9.figshare.21685751.v2
title: data_for_JGR_2022JB026111

description: Origin data for 2022JB026111, Contribution of BDS-3 observations on precise orbit determination of LEO satellites: A case study of TJU-01
DOI: 10.6084/m9.figshare.21828066.v1
title: datafinal.dta

description: This dataset is a result of a pilot study that sought to assess the feasibility of a digital intervention to improve antenatal care attendance in a rural setting in the north-western of Burundi. The paper has been published in PLOS DIGITAL.
DOI: 10.6084/m9.figshare.21828066
title: A Digitalized Program to Improve Antenatal Health Care in a Rural Setting in North-Western Burundi: Early Evidence-based Lessons

description: This dataset is a result of a pilot study that sought to assess the feasibility of a digital intervention to improve antenatal care attendance in a rural setting in the north-western of Burundi. The paper has been published in PLOS DIGITAL.