cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5173825
title: Catalogues of spectroscopic redshifts by a Bayesian convolutional network

description: The "dr16q_superset_redshift.csv" file provides a catalogue of spectroscopic redshifts for spectra from the 16th data release of the Sloan Digital Sky Survey (SDSS) quasar superset catalogue. The redshifts are predicted by a Bayesian convolutional neural network named Bayesian SZNet so that we also can estimate a predictive uncertainty in the form of predictive entropy. The second "dr16q_superset_redshift_failures.csv" file contains spectra for which the Bayesian SZNet's predictions differ from the best available redshifts (the column denoted <em>z</em>) by more than 3000 km s<sup>−1</sup> in terms of their velocity differences (such redshift estimations are called catastrophic failures). Therefore, the second file is a subset of the first one. Both catalogues are released as CSV files with the following columns: <em>plate</em>: spectroscopic plate number; <em>mjd</em>: modified Julian day of the spectroscopic observation; <em>fiberid</em>: fiber ID number; <em>z_pred</em>: redshift predicted by Bayesian SZNet; <em>z</em>: best available redshift taken from <em>z_vi</em>, <em>z_pipe</em>, <em>z_dr12q</em>, <em>z_dr7q_sch</em>, <em>z_dr6q_hw</em>, and <em>z_10k</em>; <em>source</em><em>_z</em>: the origin of the reported redshift in <em>z;</em> <em>is_qso_final</em>: flag indicating quasars to be included in the final catalogue; <em>entropy</em>: predictive entropy associated with the redshift prediction; <em>z_pred_1</em> to <em>z_pred_20</em>: redshifts predictions from the 20 runs of Bayesian SZNet that can be used for redshift suggestions; <em>z_vi</em>: visual inspection redshift; <em>z_pipe</em>: SDSS automated pipeline redshift; <em>zwarning</em>: quality flag on the pipeline redshift estimate; <em>z_dr12q</em>: redshift taken from DR12Q visual inspection; <em>z_dr7q_sch</em>: redshift taken from DR7Q Schneider et al. (2010) catalogue; <em>z_dr6q_hw</em>: redshift taken from DR6 Hewett and Wild (2010) catalogue; <em>z_10k</em>: redshift from visual inspection in random set; <em>z_pca</em>: PCA-derived redshift from the redvsblue algorithm; <em>z_qn</em>: redshift from QuasarNET; where columns <em>z</em>, <em>source_z</em>, <em>is_qso_final</em>, <em>z_vi</em>, <em>z_pipe</em>, <em>zwarning</em>, <em>z_dr12q</em>, <em>z_dr7q_sch</em>, <em>z_dr6q_hw</em>, <em>z_10k</em>, <em>z_pca</em>, and <em>z_qn</em> are taken from the 16th data release of the SDSS quasar superset catalogue.
description: {"references": ["Lyke B. W., et al., 2020, ApJS, 250, 8"]}
DOI: 10.48370/ofd/bchkrd/djtno4
title: HMW_Viola_canina_L._s._str._H_7968.jpg

description: :unav
DOI: 10.48370/ofd/bchkrd
title: Fiołek psi (Viola canina L. s. str.), 7968

description: Herbarium
DOI: 10.48370/ofd/uhqsha/znn2n9
title: HMW_Viola_canina_L._s._str._H_4952.jpg

description: :unav
DOI: 10.48370/ofd/uhqsha
title: Fiołek psi (Viola canina L. s. str.), 4952

description: Herbarium
DOI: 10.48370/ofd/e5qukk/1i7bnf
title: HMW_Viola_canina_L._s._str._H_4951.jpg

description: :unav
DOI: 10.48370/ofd/e5qukk
title: Fiołek psi (Viola canina L. s. str.), 4951

description: Herbarium
DOI: 10.48370/ofd/cax0hi/tyr9f7
title: HMW_Viola_canina_L._s._str._H_4942.jpg

description: :unav
DOI: 10.48370/ofd/cax0hi
title: Fiołek psi (Viola canina L. s. str.), 4942

description: Herbarium
DOI: 10.48370/ofd/ie6anj/cmwkmv
title: HMW_Viola_canina_L._s._str._H_3006.jpg

description: :unav
DOI: 10.48370/ofd/ie6anj
title: Fiołek psi (Viola canina L. s. str.), 3006

description: Herbarium
DOI: 10.48370/ofd/y6ali4/a8sqoi
title: HMW_Viola_canina_L._s._str._H_0542.jpg

description: :unav
DOI: 10.48370/ofd/y6ali4
title: Fiołek psi (Viola canina L. s. str.), 542

description: Herbarium
DOI: 10.48370/ofd/jdfn4l/fdwsqs
title: HMW_Viola_canina_L._s._str._H_4556.jpg

description: :unav
DOI: 10.48370/ofd/jdfn4l
title: Fiołek psi (Viola canina L. s. str.), 4556

description: Herbarium
DOI: 10.48370/ofd/qzras9/1lidle
title: HMW_Viola_biflora_L._H_01318.jpg

description: :unav
DOI: 10.48370/ofd/qzras9
title: Fiołek dwukwiatowy (Viola biflora L.), 1318

description: Herbarium
DOI: 10.5281/zenodo.5801193
title: Thermal diffusivity of isotropic graphite from 23 °C to 3000 °C

description: This dataset contains thermal diffusivity values determined from 23 °C to 3000 °C by seven laboratories on a batch of specimens machined in the same block of isotropic graphite.
description: The project 17IND11 Hi-TRACE has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.5801192
title: Thermal diffusivity of isotropic graphite from 23 °C to 3000 °C

description: This dataset contains thermal diffusivity values determined from 23 °C to 3000 °C by seven laboratories on a batch of specimens machined in the same block of isotropic graphite.
description: The project 17IND11 Hi-TRACE has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.48370/ofd/s0hwa4/tglby5
title: HMW_Viola_arvensis_Murray_H_9140.jpg

description: :unav
DOI: 10.48370/ofd/s0hwa4
title: Fiołek polny (Viola arvensis Murray), 9140

description: Herbarium
DOI: 10.48370/ofd/nwvuuu/tncay2
title: HMW_Viola_arvensis_Murray_H_7443.jpg

description: :unav
DOI: 10.48370/ofd/nwvuuu
title: Fiołek polny (Viola arvensis Murray), 7443

description: Herbarium
DOI: 10.48370/ofd/bazsnv/jkior5
title: HMW_Viola_arvensis_Murray_H_9065.jpg

description: :unav
DOI: 10.48370/ofd/bazsnv
title: Fiołek polny (Viola arvensis Murray), 9065

description: Herbarium
DOI: 10.48370/ofd/xfq2sg/shq8b4
title: HMW_Viola_arvensis_Murray_H_7969.jpg

description: :unav
DOI: 10.48370/ofd/xfq2sg
title: Fiołek polny (Viola arvensis Murray), 7969

description: Herbarium
DOI: 10.48370/ofd/lapm8r/fb7acr
title: HMW_Viola_arvensis_Murray_H_7592.jpg

description: :unav
DOI: 10.48370/ofd/lapm8r
title: Fiołek polny (Viola arvensis Murray), 7592

description: Herbarium
DOI: 10.48370/ofd/hbehgd/tbbaxp
title: HMW_Viola_arvensis_Murray_H_7971.jpg

description: :unav
DOI: 10.48370/ofd/hbehgd
title: Fiołek polny (Viola arvensis Murray), 7971

description: Herbarium
DOI: 10.48370/ofd/qp78mg/fpu1tn
title: HMW_Viola_arvensis_Murray_H_4720.jpg

description: :unav
DOI: 10.48370/ofd/qp78mg
title: Fiołek polny (Viola arvensis Murray), 4720

description: Herbarium
DOI: 10.48370/ofd/hag7rc/fktyzz
title: HMW_Viola_arvensis_Murray_H_2196.jpg

description: :unav
DOI: 10.48370/ofd/hag7rc
title: Fiołek polny (Viola arvensis Murray), 2196

description: Herbarium
DOI: 10.48370/ofd/dtidv9/scv8gm
title: HMW_Viola_arvensis_Murray_H_2197.jpg

description: :unav
DOI: 10.48370/ofd/dtidv9
title: Fiołek polny (Viola arvensis Murray), 2197

description: Herbarium
DOI: 10.48370/ofd/r2dw5h/bua7ik
title: HMW_Viola_arvensis_Murray_H_2195.jpg

description: :unav
DOI: 10.48370/ofd/r2dw5h
title: Fiołek polny (Viola arvensis Murray), 2195

description: Herbarium
DOI: 10.48370/ofd/yaegoh/axeeho
title: HMW_Viola_arvensis_Murray_H_0544.jpg

description: :unav
DOI: 10.48370/ofd/yaegoh
title: Fiołek polny (Viola arvensis Murray), 544

description: Herbarium
DOI: 10.48370/ofd/vhssvz/azn6i4
title: HMW_Viola_arvensis_Murray_H_0386.jpg

description: :unav
DOI: 10.48370/ofd/vhssvz
title: Fiołek polny (Viola arvensis Murray), 386

description: Herbarium
DOI: 10.48370/ofd/0nqdkx/raigsn
title: HMW_Viola_arvensis_Murray_H_9355.jpg

description: :unav
DOI: 10.48370/ofd/0nqdkx
title: Fiołek polny (Viola arvensis Murray), 9355

description: Herbarium
DOI: 10.48370/ofd/yxmnql/jidrls
title: HMW_Vincetoxicum_hirundinaria_Medik._H_6091.jpg

description: :unav
DOI: 10.48370/ofd/yxmnql
title: Ciemiężyk białokwiatowy (Vincetoxicum hirundinaria Medik.), 6091

description: Herbarium
DOI: 10.48370/ofd/ueek83/ryzyce
title: HMW_Vincetoxicum_hirundinaria_Medik._H_5676.jpg

description: :unav
DOI: 10.48370/ofd/ueek83
title: Ciemiężyk białokwiatowy (Vincetoxicum hirundinaria Medik.), 5676

description: Herbarium
DOI: 10.48370/ofd/vdgfli/lfxadm
title: HMW_Vincetoxicum_hirundinaria_Medik._H_0671.jpg

description: :unav
DOI: 10.48370/ofd/vdgfli
title: Ciemiężyk białokwiatowy (Vincetoxicum hirundinaria Medik.), 671

description: Herbarium
DOI: 10.6084/m9.figshare.17429360
title: Clinical characteristics and histopathology of COVID-19 related deaths in South African adults

description: Clinical and demographic data used for the analyses described in the paper above.
DOI: 10.6084/m9.figshare.17429360.v1
title: Clinical characteristics and histopathology of COVID-19 related deaths in South African adults

description: Clinical and demographic data used for the analyses described in the paper above.
DOI: 10.6084/m9.figshare.17427749.v1
title: Occurrence, distribution, and emissions of biogenic dimethylated sulfur compounds and their responses to mesoscale eddies and Typhoon Yutu in the western tropical Pacific Ocean

description: The dataset inlcudes the concentration of DMS, DMSP, DMSO in the surface seawater and above 200m in the section E130 of the western tropical Pacific Ocean.
DOI: 10.48370/ofd/fflrhv/becipy
title: HMW_Viola_palustris_L._H_4551.jpg

description: :unav
DOI: 10.48370/ofd/fflrhv
title: Fiołek błotny (Viola palustris L.), 4551

description: Herbarium
DOI: 10.48370/ofd/kela7n/xsefbc
title: HMW_Viola_palustris_L._H_5089.jpg

description: :unav
DOI: 10.48370/ofd/kela7n
title: Fiołek błotny (Viola palustris L.), 5089

description: Herbarium
DOI: 10.48370/ofd/4kcybf/c0xocr
title: HMW_Viola_palustris_L._H_2207.jpg

description: :unav
DOI: 10.48370/ofd/4kcybf
title: Fiołek błotny (Viola palustris L.), 2207

description: Herbarium
DOI: 10.48370/ofd/r7coup/tok2uz
title: HMW_Viola_palustris_L._H_0388.jpg

description: :unav
DOI: 10.48370/ofd/r7coup
title: Fiołek błotny (Viola palustris L.), 388

description: Herbarium
DOI: 10.48370/ofd/vysysf/vwjkf6
title: HMW_Viola_palustris_L._H_9357.jpg

description: :unav
DOI: 10.48370/ofd/vysysf
title: Fiołek błotny (Viola palustris L.), 9357

description: Herbarium
DOI: 10.48370/ofd/4si5zj/yivs6a
title: HMW_Viola_palustris_L._H_8630.jpg

description: :unav
DOI: 10.48370/ofd/4si5zj
title: Fiołek błotny (Viola palustris L.), 8630

description: Herbarium
DOI: 10.48370/ofd/04ul1t/naca88
title: HMW_Viola_palustris_L._H_9108.jpg

description: :unav
DOI: 10.48370/ofd/04ul1t
title: Fiołek błotny (Viola palustris L.), 9108

description: Herbarium
DOI: 10.5281/zenodo.5801141
title: OpenForecast results in 2020-2021

description: OpenForecast is the first national-scale operational runoff forecasting system in Russia. The presented data supports a research article on a long-term assessment of OpenForecast performance in 2020-2021. File listing: calibration_vs_hindcast.npy -- Python dictionary that provides results of efficiency assessment for calibration and evaluation (hindcast) periods in terms of NSE and KGE metrics for individual hydrological models (GR4J<sub>NSE</sub>, GR4J<sub>KGE</sub>, HBV<sub>NSE</sub>, HBV<sub>KGE</sub>). hindcast_vs_forecast.npy -- Python dictionary that provides results of efficiency assessment for hindcast, pre-operational hindcast, and forecast periods in terms of NSE and KGE metrics for individual hydrological models (GR4J<sub>NSE</sub>, GR4J<sub>KGE</sub>, HBV<sub>NSE</sub>, HBV<sub>KGE</sub>), as well as their ensemble mean (ENS). meteo_forecast.npy -- Python dictionary that reports correlation coefficients between ICON and ERA5 reanalysis for air temperature and precipitation forecasts. users.csv -- daily numbers of OpenForecast users. Sample code for data access: <pre><code class="language-python">import numpy as np import pandas as pd calibration_hindcast = np.load("calibration_vs_hindcast.npy", allow_pickle=True).item() hindcast_forecast = np.load("hindcast_vs_forecast.npy", allow_pickle=True).item() meteo_forecasts = np.load("meteo_forecast.npy", allow_pickle=True).item() users = pd.read_csv("users.csv", index_col=0, parse_dates=True, dayfirst=True) % pandas dataframe for the GR4J_KGE model efficiency in terms of NSE for calibration and hindcast periods calibration_hindcast["GR4J_KGE"]["NSE"] % pandas dataframe for the ensemble mean efficiency in terms of NSE for hindcast and forecast periods hindcast_forecast["ENS"]["NSE"] % pandas dataframe for correlation coefficients between ICON and ERA5 for precipitation forecasts meteo_forecasts["P"]["Correlation"] % available keys of Python dictionaries could be checked as follows calibration_hindcast.keys()</code></pre>
DOI: 10.6084/m9.figshare.17429393
title: Isocladus_mitochondria_gff.txt.gz from Long-read sequencing reveals atypical mitochondrial genome structure in a New Zealand marine isopod

description: Most animal mitochondrial genomes are small, circular and structurally conserved. However, recent work indicates that diverse taxa possess unusual mitochondrial genomes. In Isopoda<i>,</i> species in multiple lineages have atypical and rearranged mitochondrial genomes. However, more species of this speciose taxon need to be evaluated to understand the evolutionary origins of atypical mitochondrial genomes in this group. In this study, we report the presence of an atypical mitochondrial structure in the New Zealand endemic marine isopod, <i>Isocladus armatus.</i> Data from long- and short-read DNA sequencing suggest that <i>I. armatus</i> has two mitochondrial chromosomes. The first chromosome consists of two mitochondrial genomes that have been inverted and fused together in a circular form, and the second chromosome consists of a single mitochondrial genome in a linearized form. This atypical mitochondrial structure has been detected in other isopod lineages, and our data from an additional divergent isopod lineage (Sphaeromatidae) lends support to the hypothesis that atypical structure evolved early in the evolution of Isopoda<i>.</i> Additionally, we find that an asymmetrical site previously observed across many species within Isopoda is absent in <i>I. armatus</i>, but confirm the presence of two asymmetrical sites recently reported in two other isopod species.
DOI: 10.6084/m9.figshare.17429393.v1
title: Isocladus_mitochondria_gff.txt.gz from Long-read sequencing reveals atypical mitochondrial genome structure in a New Zealand marine isopod

description: Most animal mitochondrial genomes are small, circular and structurally conserved. However, recent work indicates that diverse taxa possess unusual mitochondrial genomes. In Isopoda<i>,</i> species in multiple lineages have atypical and rearranged mitochondrial genomes. However, more species of this speciose taxon need to be evaluated to understand the evolutionary origins of atypical mitochondrial genomes in this group. In this study, we report the presence of an atypical mitochondrial structure in the New Zealand endemic marine isopod, <i>Isocladus armatus.</i> Data from long- and short-read DNA sequencing suggest that <i>I. armatus</i> has two mitochondrial chromosomes. The first chromosome consists of two mitochondrial genomes that have been inverted and fused together in a circular form, and the second chromosome consists of a single mitochondrial genome in a linearized form. This atypical mitochondrial structure has been detected in other isopod lineages, and our data from an additional divergent isopod lineage (Sphaeromatidae) lends support to the hypothesis that atypical structure evolved early in the evolution of Isopoda<i>.</i> Additionally, we find that an asymmetrical site previously observed across many species within Isopoda is absent in <i>I. armatus</i>, but confirm the presence of two asymmetrical sites recently reported in two other isopod species.
DOI: 10.5281/zenodo.5801140
title: OpenForecast results in 2020-2021

description: OpenForecast is the first national-scale operational runoff forecasting system in Russia. The presented data supports a research article on a long-term assessment of OpenForecast performance in 2020-2021. File listing: calibration_vs_hindcast.npy -- Python dictionary that provides results of efficiency assessment for calibration and evaluation (hindcast) periods in terms of NSE and KGE metrics for individual hydrological models (GR4J<sub>NSE</sub>, GR4J<sub>KGE</sub>, HBV<sub>NSE</sub>, HBV<sub>KGE</sub>). hindcast_vs_forecast.npy -- Python dictionary that provides results of efficiency assessment for hindcast, pre-operational hindcast, and forecast periods in terms of NSE and KGE metrics for individual hydrological models (GR4J<sub>NSE</sub>, GR4J<sub>KGE</sub>, HBV<sub>NSE</sub>, HBV<sub>KGE</sub>), as well as their ensemble mean (ENS). meteo_forecast.npy -- Python dictionary that reports correlation coefficients between ICON and ERA5 reanalysis for air temperature and precipitation forecasts. users.csv -- daily numbers of OpenForecast users. Sample code for data access: <pre><code class="language-python">import numpy as np import pandas as pd calibration_hindcast = np.load("calibration_vs_hindcast.npy", allow_pickle=True).item() hindcast_forecast = np.load("hindcast_vs_forecast.npy", allow_pickle=True).item() meteo_forecasts = np.load("meteo_forecast.npy", allow_pickle=True).item() users = pd.read_csv("users.csv", index_col=0, parse_dates=True, dayfirst=True) % pandas dataframe for the GR4J_KGE model efficiency in terms of NSE for calibration and hindcast periods calibration_hindcast["GR4J_KGE"]["NSE"] % pandas dataframe for the ensemble mean efficiency in terms of NSE for hindcast and forecast periods hindcast_forecast["ENS"]["NSE"] % pandas dataframe for correlation coefficients between ICON and ERA5 for precipitation forecasts meteo_forecasts["P"]["Correlation"] % available keys of Python dictionaries could be checked as follows calibration_hindcast.keys()</code></pre>
DOI: 10.48370/ofd/eb1bys/htxdvh
title: HMW_Viola_odorata_L._H_0117.jpg

description: :unav
DOI: 10.48370/ofd/eb1bys
title: Fiołek wonny (Viola odorata L.), 117

description: Herbarium
DOI: 10.48370/ofd/uwprcv/r4q8w0
title: HMW_Viola_odorata_L._H_8764.jpg

description: :unav
DOI: 10.48370/ofd/uwprcv
title: Fiołek wonny (Viola odorata L.), 8764

description: Herbarium
DOI: 10.48370/ofd/pinkd0/niboeg
title: HMW_Viola_odorata_L._H_8750.jpg

description: :unav
DOI: 10.48370/ofd/pinkd0
title: Fiołek wonny (Viola odorata L.), 8750

description: Herbarium
DOI: 10.48370/ofd/n8mnag/glleik
title: HMW_Viola_odorata_L._H_8773.jpg

description: :unav
DOI: 10.48370/ofd/n8mnag
title: Fiołek wonny (Viola odorata L.), 8773

description: Herbarium
DOI: 10.48370/ofd/8eiljg/odskle
title: HMW_Viola_odorata_L._H_2212.jpg

description: :unav
DOI: 10.48370/ofd/8eiljg
title: Fiołek wonny (Viola odorata L.), 2212

description: Herbarium
DOI: 10.48370/ofd/gl4bp1/qflrkg
title: HMW_Viola_odorata_L._H_2205.jpg

description: :unav
DOI: 10.48370/ofd/gl4bp1
title: Fiołek wonny (Viola odorata L.), 2205

description: Herbarium
DOI: 10.48370/ofd/0sg6dm/qk7iup
title: HMW_Viola_odorata_L._H_0390.jpg

description: :unav
DOI: 10.48370/ofd/0sg6dm
title: Fiołek wonny (Viola odorata L.), 390

description: Herbarium
DOI: 10.48370/ofd/rlwguq/7letb5
title: HMW_Viola_odorata_L._H_0116.jpg

description: :unav
DOI: 10.48370/ofd/rlwguq
title: Fiołek wonny (Viola odorata L.), 116

description: Herbarium
DOI: 10.48370/ofd/0qcdow/ahvd5y
title: HMW_Viola_odorata_L._H_0114.jpg

description: :unav
DOI: 10.48370/ofd/0qcdow
title: Fiołek wonny (Viola odorata L.), 114

description: Herbarium
DOI: 10.48370/ofd/hrrwsx/mrif2r
title: HMW_Viola_odorata_L._H_0115.jpg

description: :unav
DOI: 10.48370/ofd/hrrwsx
title: Fiołek wonny (Viola odorata L.), 115

description: Herbarium
DOI: 10.48370/ofd/80hy8m/ivskwu
title: HMW_Viola_odorata_L._H_7966.jpg

description: :unav
DOI: 10.48370/ofd/80hy8m
title: Fiołek wonny (Viola odorata L.), 7966

description: Herbarium
DOI: 10.48370/ofd/pqcwbe/yoij5x
title: HMW_Viola_odorata_L._H_7181.jpg

description: :unav
DOI: 10.48370/ofd/pqcwbe
title: Fiołek wonny (Viola odorata L.), 7181

description: Herbarium
DOI: 10.48370/ofd/oamnpa/4d6eoa
title: HMW_Viola_odorata_L._H_2930.jpg

description: :unav
DOI: 10.48370/ofd/oamnpa
title: Fiołek wonny (Viola odorata L.), 2930

description: Herbarium
DOI: 10.48370/ofd/rdxrqc/lsipma
title: HMW_Viola_odorata_L._H_2211.jpg

description: :unav
DOI: 10.48370/ofd/rdxrqc
title: Fiołek wonny (Viola odorata L.), 2211

description: Herbarium
DOI: 10.48370/ofd/hyhdju/ycsfpy
title: HMW_Viola_odorata_L._H_1518.jpg

description: :unav
DOI: 10.48370/ofd/hyhdju
title: Fiołek wonny (Viola odorata L.), 1518

description: Herbarium
DOI: 10.48370/ofd/3fbbc1/dxxgbt
title: HMW_Viola_odorata_L._H_0299.jpg

description: :unav
DOI: 10.48370/ofd/3fbbc1
title: Fiołek wonny (Viola odorata L.), 299

description: Herbarium
DOI: 10.5281/zenodo.5795899
title: VABB-SHW: Dataset of Flemish Academic Bibliography for the Social Sciences and Humanities (edition 11)

description: This dataset contains the eleventh edition of the <em>Flemish Academic Bibliography for the Social Sciences and Humanities (VABB-SHW)</em>, a database of academic publications from the social sciences and humanities authored by researchers affiliated to Flemish universities (more information). Publications in the database are used as one of the parameters of the Flemish performance-based research funding system. Only approved publications are included in this dataset.
DOI: 10.5281/zenodo.5795898
title: VABB-SHW: Dataset of Flemish Academic Bibliography for the Social Sciences and Humanities (edition 11)

description: This dataset contains the eleventh edition of the <em>Flemish Academic Bibliography for the Social Sciences and Humanities (VABB-SHW)</em>, a database of academic publications from the social sciences and humanities authored by researchers affiliated to Flemish universities (more information). Publications in the database are used as one of the parameters of the Flemish performance-based research funding system. Only approved publications are included in this dataset.
DOI: 10.48370/ofd/skfygv/cblhtv
title: HMW_Viola_montana_L._H_7240.jpg

description: :unav
DOI: 10.48370/ofd/skfygv
title: Fiołek nibypsi (Viola montana L.), 7240

description: Herbarium
DOI: 10.48370/ofd/zdpdbo/rjp6bk
title: HMW_Viola_montana_L._H_0583.jpg

description: :unav
DOI: 10.48370/ofd/zdpdbo
title: Fiołek nibypsi (Viola montana L.), 583

description: Herbarium
DOI: 10.48370/ofd/r3c1bl/ivihmh
title: HMW_Viola_mirabilis_L._H_9038.jpg

description: :unav
DOI: 10.48370/ofd/r3c1bl
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