cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15454/8dhkgl/xje0sw
title: asso-279_Innovine_AF.Mv.glc..epi.cat_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/5a95rm
title: asso-279_Innovine_FO.isorham.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/eofsxf
title: asso-279_DLVitis_nbws_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/fhda5d
title: asso-279_Innovine_CV.p.AN.tri_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/syrbjj
title: asso-279_DLVitis_pruw_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/t60m1b
title: asso-279_Innovine_CV.s.HC_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/v4jhcg
title: asso-279_Innovine_AN.Cy.acglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/gqtmgv
title: asso-279_Innovine_HB.gall.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/jpp8ue
title: asso-279_Innovine_AN.Dp.acglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/njd8px
title: asso-279_Innovine_FO.myric.glucur_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/z6zht3
title: asso-279_Innovine_FO.querc.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/zrkd6e
title: asso-279_Innovine_AN.Mv.caffglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/3zfinn
title: asso-279_Innovine_AN.Pt.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/98zmly
title: asso-279_Innovine_AN.Pg.coumglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/j9ftqv
title: asso-279_Innovine_AC.caft.Pn.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/onwj3i
title: asso-279_Innovine_AF..epi.cat.eth.Pn.glc.i1_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/toppow
title: asso-279_DLVitis_verday_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/vf6ale
title: asso-279_DLVitis_maltar_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/3ltua9
title: asso-279_Innovine_CV.p.TN.tri_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/q3wjlm
title: asso-279_Innovine_HC.ct.caftar.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/uay8sn
title: asso-279_Innovine_HB.syring.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/yhbhpo
title: asso-279_Innovine_CV.p.FO.tri_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/zkoqas
title: asso-279_DLVitis_samplday_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/zlkfdg
title: asso-279_Innovine_AF..epi.cat.eth.Pn.glc.i4_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/83r8v1
title: asso-279_Innovine_AN.Mv.acglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/adsln4
title: asso-279_Innovine_AN.Pn.caffglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/jbi98z
title: asso-279_Innovine_AF..epi.cat.eth.Mv.glc.i2_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/jkbpnt
title: asso-279_Innovine_ST.piceat.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/krlzyh
title: asso-279_Innovine_HB.glucogall_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/zdrvlo
title: asso-279_Innovine_AF..epi.cat.Pn.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/389jci
title: asso-279_Innovine_AN.Pt.coumglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/3axpi8
title: asso-279_Innovine_HC.t.caffeic.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/njkhey
title: asso-279_Innovine_CV.p.FO.di_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/vxebpm
title: asso-279_Innovine_FO.syring.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/xxbzol
title: asso-279_Innovine_ST.resver.dimer_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/7qzzpk
title: asso-279_Innovine_FO.syring.glucur_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/bmkyat
title: asso-279_Innovine_CV.p.AN.acyl_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/epb6l9
title: asso-279_Innovine_FA.epicat.gall.phlo_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/l3ibxv
title: asso-279_Innovine_FA.cat.phlo_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/w5rlz2
title: asso-279_Innovine_HC.t.ferul.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/yvgzhv
title: asso-279_DLVitis_tarnorm_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/bctuus
title: asso-279_Innovine_AN.Mv.glc.dimer_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/cljrg2
title: asso-279_Innovine_CV.s.TN_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/gkqfal
title: asso-279_DLVitis_shiktar_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/hccyyk
title: asso-279_DLVitis_malnorm_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/j2kq2p
title: asso-279_Innovine_AF.Pn.glc..epi.cat_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/vfu3jt
title: asso-279_Innovine_AN.Mv.glc.Pn.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/0qtfcb
title: asso-279_Innovine_FO.myric.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/8qkb1v
title: asso-279_Innovine_AN.Pt.acglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/g8yntc
title: asso-279_Innovine_AN.Cy.caffglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/maohlo
title: asso-279_Innovine_AN.Pg.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/nto7nw
title: asso-279_Innovine_AN.Pn.coumglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/bf9p04
title: asso-279_Innovine_ST.c.resver_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/dwx4hf
title: asso-279_Innovine_AN.Pn.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/hjxk9k
title: asso-279_Innovine_AF..epi.cat.eth.Mv.glc.i3.4_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/stflq9
title: asso-279_Innovine_AP.ctc.py.Mv.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/vhraej
title: asso-279_DLVitis_glufrunorm_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/639h1r
title: asso-279_Innovine_HC.t.fertar.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/dllvdh
title: asso-279_Innovine_AN.Dp.coumglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/g2au19
title: asso-279_Innovine_AF..epi.cat.Mv.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/k0s2pc
title: asso-279_Innovine_OT.GSSG_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/khe78e
title: asso-279_Innovine_HB.vanill.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/kqcalb
title: asso-279_Innovine_CV.p.FO.glucur_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/wvpp0r
title: asso-279_Innovine_bdam_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/5vtd8a
title: asso-279_Innovine_AN.Pn.diglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/5wxct9
title: asso-279_Innovine_FA.epicat.phlo_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/7fz41s
title: asso-279_Innovine_HC.ct.coutar.ac_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/mbebv1
title: asso-279_DLVitis_shinorm_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/of6grf
title: asso-279_Innovine_AF..epi.gallocat.Pn.glc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/gqd3ei
title: asso-279_DLVitis_mbw_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/hccj0a
title: asso-279_Innovine_CV.s.AN.n_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/kiftav
title: asso-279_Innovine_FA.epigallocat.term_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/salow8
title: asso-279_Innovine_FO.querc.glucur_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/svxmh2
title: asso-279_Innovine_FA.cat_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/u3jcci
title: asso-279_Innovine_FA.epicat.term_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/0nl27h
title: asso-279_Innovine_FA..epi.cat.eth..epi.cat.i1_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/0vkoeq
title: asso-279_Vassal_bsc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/5xf2br
title: asso-279_Innovine_AN.Pt.caffglc_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/i14vxx
title: sex-panel-var_missing_from_GrapeReSeq.tab

description: :unav
DOI: 10.15454/8dhkgl/m5jrql
title: asso-279_Innovine_CV.s.FO_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/zzwzl2
title: LaucouEtAl2018_tableS7_phenotypic-data.tsv

description: :unav
DOI: 10.15454/8dhkgl/7t4hhp
title: asso-279_Vassal_explore-data.Rmd

description: :unav
DOI: 10.15454/8dhkgl/ggv2h1
title: asso-279_Vassal_sex_lme4_geno-values.tsv

description: :unav
DOI: 10.15454/8dhkgl/jjgzk2
title: asso-279_Innovine_polyphenols_explore-data.Rmd

description: :unav
DOI: 10.15454/8dhkgl/kszj3g
title: asso-279_DLVitis_explore-data.Rmd

description: :unav
DOI: 10.15454/8dhkgl/nxyjcr
title: asso-279_Innovine_aromas_explore-data.Rmd

description: :unav
DOI: 10.15454/8dhkgl/pdqgcz
title: asso-279_Innovine_explore-data.Rmd

description: :unav
DOI: 10.15454/8dhkgl/dioxhe
title: asso-279_trait-blups_SNPs_mlmmgwas.Rmd

description: :unav
DOI: 10.15454/8dhkgl/dkeiho
title: FigS9_asso-279_QTLs-merged-per-RV_Venn.pdf

description: :unav
DOI: 10.15454/8dhkgl/ric1fr
title: asso-279_trait-blups_SNPs_varbvs.Rmd

description: :unav
DOI: 10.15454/8dhkgl/us68oh
title: asso-279_trait-blups_SNPs_GEMMA.Rmd

description: :unav
DOI: 10.15454/8dhkgl/w4ctgx
title: asso-279_check-gwas-Vassal-sex-bsc.pdf

description: :unav
DOI: 10.15454/8dhkgl/zazqkg
title: Texts_S1_S2_S3.pdf

description: :unav
DOI: 10.15454/8dhkgl/4dgsrd
title: FigS14_asso-279_genpred-crossval-corS_vs_H2.pdf

description: :unav
DOI: 10.15454/8dhkgl/exhf2v
title: FigS2_asso-279_PCE-microarray-SNPs_assignment-NicolasEtAl2016.pdf

description: :unav
DOI: 10.15454/8dhkgl/og1amg
title: FigS5_asso-279_violinplots-phenos.pdf

description: :unav
DOI: 10.15454/8dhkgl/ohgucm
title: FigS4_asso-279_plot-SNP-density-per-chr.pdf

description: :unav
DOI: 10.15454/8dhkgl/onqznr
title: FigS13_asso-279_reliable-QTLs-merged-per-RV_sig-SNP-boxplots.pdf

description: :unav
DOI: 10.15454/8dhkgl/xszj8j
title: FigS1_asso-279_plot-field-layout.pdf

description: :unav
DOI: 10.15454/8dhkgl/ds6yra
title: FigS12_asso-279_all-QTLs-merged-per-RV_per-method_karyogram.pdf

description: :unav
DOI: 10.15454/8dhkgl/fuxvgo
title: FigS10_asso-279_RVs-with-QTLs-merged-per-RV_Venn.pdf

description: :unav
DOI: 10.15454/8dhkgl/fxge7b
title: FigS8_asso-279_plot-LD-dist-SNPs.pdf

description: :unav
DOI: 10.15454/8dhkgl/h2z2wj
title: FigS6_asso-279_plot-ctl-vg-fit.pdf

description: :unav
DOI: 10.15454/8dhkgl/iah5xh
title: FigS15_asso-279_correlations-BLUPs.pdf

description: :unav
DOI: 10.15454/8dhkgl/opq5e5
title: FigS7_asso-279_plot-genrel-SNPs.pdf

description: :unav
DOI: 10.15454/8dhkgl/8fnqnf
title: FigS3_asso-279_hist-maf-SNPs.pdf

description: :unav
DOI: 10.15454/8dhkgl/kc8i5j
title: TableS14_asso-279_correlations-BLUPs.tsv

description: :unav
DOI: 10.15454/8dhkgl/nf5ciw
title: TableS7_asso-279_all_sig-QTLs.tsv.gz

description: :unav
DOI: 10.15454/8dhkgl/nvvhgj
title: FigS11_asso-279_all-QTLs-merged-per-RV_karyogram.pdf

description: :unav
DOI: 10.15454/8dhkgl/wr1oca
title: TableS2_asso-279_changes-cultivar-assignment.pdf

description: :unav
DOI: 10.15454/8dhkgl/g8gjhq
title: TableS3_asso-279_barcodes-GBS.pdf

description: :unav
DOI: 10.15454/8dhkgl/gejcac
title: TableS10_asso-279_genes-per-reliable-QTL-merged-all-RVs.tab

description: :unav
DOI: 10.15454/8dhkgl/kigokv
title: TableS8_asso-279_QTLs-merged-per-RV.tab

description: :unav
DOI: 10.15454/8dhkgl/oozivb
title: TableS9_asso-279_reliable-QTLs-merged-all-RVs.tab

description: :unav
DOI: 10.15454/8dhkgl/qdt2ox
title: TableS5_asso-279_PVE-lme4_all-fit-info.tab

description: :unav
DOI: 10.15454/8dhkgl/r3xurl
title: TableS11_asso-279_gene-annots-per-reliable-QTL-merged-all-RVs.tab

description: :unav
DOI: 10.15454/8dhkgl/6rsftj
title: TableS13_asso-279_H2O-nbRelQTLs-diffcorS.tab

description: :unav
DOI: 10.15454/8dhkgl/fgnjjg
title: TableS12_asso-279_results-genpred-crossval.tab

description: :unav
DOI: 10.15454/8dhkgl/mapdpi
title: 0_README.html

description: :unav
DOI: 10.15454/8dhkgl/pm93l1
title: TableS1_asso-279_traits-variables_classif-ontology.tab

description: :unav
DOI: 10.15454/8dhkgl/rcmqiw
title: TableS4_asso-279_all-fit-info.tab

description: :unav
DOI: 10.15454/8dhkgl/w4xc04
title: TableS6_asso-279_all_sig-SNPs.tsv.gz

description: :unav
DOI: 10.15454/8dhkgl/rrjyi3
title: 0_README.md

description: :unav
DOI: 10.57745/mztmzo
title: 0_README.md

description: :unav
DOI: 10.57745/tig6ga
title: panel279_pop-assignments.tab

description: :unav
DOI: 10.57745/wll1mk
title: 0_README.html

description: :unav
DOI: 10.57745/x7ewdr
title: snp-chip-gbs-genotypes_concat-fill_beagle_tag-filter.vcf.gz

description: :unav
DOI: 10.57745/z7lsqr
title: snp-chip-gbs-genotypes_concat-fill.vcf.gz

description: :unav
DOI: 10.57745/npjqlh
title: snp-chip-gbs-genotypes_concat-fill_beagle.vcf.gz

description: :unav
DOI: 10.57745/sl37y0
title: snp-chip-gbs-genotypes_concat-fill_beagle_tag.vcf.gz

description: :unav
DOI: 10.57745/vmi1a5
title: snp-chip-gbs-genotypes_concat.vcf.gz

description: :unav
DOI: 10.5281/zenodo.7066641
title: Real-time magnetic resonance imaging to study orthostatic intolerance mechanisms in human beings: Proof of concept

description: This dataset was acquired at DLR, Cologne, Germany. The study complied with the Declaration of Helsinki, and was approved by the local ethics committee. All subjects gave written informed consent.


 


Data acquisition
MRI data


All MR images were acquired on a Siemens 3T mMR Biograph using cardiac, spine and head coils. The scanning protocol consisted of the following sequences.



	
MPI70_SA20_FOV320_16X6MM_33MS: cardiac real-time MRI of the short axis (TR=2.56 ms; TE=1.62 ms; FA= 10°; 1.6x1.6 mm; 6 mm slice thickness; 20 slices; FoV320x320 mm; radial spokes 13)
	
MPI70_TP_PCMV100_FOV320_15X6MM_33MS: blood flow real-time MRI of the pulmonary trunk (TR=3.33 ms; TE=2.24 ms; FA= 10°; 1.5x1.5 mm; 6 mm slice thickness; FoV=320x320 mm; VENC=100 cm/s; radial spokes 5)
	
MPI70_PCMV100_FOV192_075X6MM_80MS: blood flow real-time MRI of the middle cerebral artery (TR=4.44 ms; TE=3.10 ms; FA= 12°; 0.75x0.75 mm; 6 mm slice thickness; FoV=192x192 mm; VENC=100 cm/s; radial spokes 9)



 


Cinematic real-time MRI of the short axis view and blood flow measurements of the pulmonary trunk and in the left and right middle cerebral artery were acquired at baseline and during -30mmHg LBNP.


 


Video files:


https://zenodo.org/record/7066642/files/Series_040_mpi70_SA20_FOV320_16x6mm_33ms_Slice_14.wmv?download=1


https://zenodo.org/record/7066642/files/Series_103_mpi70_SA20_FOV320_16x6mm_33ms_Slice_14.wmv?download=1
DOI: 10.5281/zenodo.7066642
title: Real-time magnetic resonance imaging to study orthostatic intolerance mechanisms in human beings: Proof of concept

description: This dataset was acquired at DLR, Cologne, Germany. The study complied with the Declaration of Helsinki, and was approved by the local ethics committee. All subjects gave written informed consent.


 


Data acquisition
MRI data


All MR images were acquired on a Siemens 3T mMR Biograph using cardiac, spine and head coils. The scanning protocol consisted of the following sequences.



	
MPI70_SA20_FOV320_16X6MM_33MS: cardiac real-time MRI of the short axis (TR=2.56 ms; TE=1.62 ms; FA= 10°; 1.6x1.6 mm; 6 mm slice thickness; 20 slices; FoV320x320 mm; radial spokes 13)
	
MPI70_TP_PCMV100_FOV320_15X6MM_33MS: blood flow real-time MRI of the pulmonary trunk (TR=3.33 ms; TE=2.24 ms; FA= 10°; 1.5x1.5 mm; 6 mm slice thickness; FoV=320x320 mm; VENC=100 cm/s; radial spokes 5)
	
MPI70_PCMV100_FOV192_075X6MM_80MS: blood flow real-time MRI of the middle cerebral artery (TR=4.44 ms; TE=3.10 ms; FA= 12°; 0.75x0.75 mm; 6 mm slice thickness; FoV=192x192 mm; VENC=100 cm/s; radial spokes 9)



 


Cinematic real-time MRI of the short axis view and blood flow measurements of the pulmonary trunk and in the left and right middle cerebral artery were acquired at baseline and during -30mmHg LBNP.


 


Video files:


https://zenodo.org/record/7066642/files/Series_040_mpi70_SA20_FOV320_16x6mm_33ms_Slice_14.wmv?download=1


https://zenodo.org/record/7066642/files/Series_103_mpi70_SA20_FOV320_16x6mm_33ms_Slice_14.wmv?download=1
DOI: 10.18112/openneuro.ds004654.v1.0.0
title: Rates of cerebral protein synthesis in subjects with fragile X syndrome
DOI: 10.5281/zenodo.10287302
title: NoT.JS:  Blocking Tracking JavaScript at the Function Granularity

description: Anon
DOI: 10.5281/zenodo.10287303
title: NoT.JS:  Blocking Tracking JavaScript at the Function Granularity

description: Anon
DOI: 10.5281/zenodo.10288455
title: NoT.JS:  Blocking Tracking JavaScript at the Function Granularity

description: Anon
DOI: 10.25345/c52z1310v
title: MassIVE MSV000093600 - Tall Wheatgrass root exudate metabolipidome V2
title: Please cite the following publication if you use this data: (insert DOI once published)
DOI: 10.6084/m9.figshare.24767406
title: SDHA<sup>KO</sup> DMS pilot_96-108

description: WT-normalized log2-Effect Scores for pilot DMS analysis of SDHA variants
DOI: 10.6084/m9.figshare.24767406.v1
title: SDHA<sup>KO</sup> DMS pilot_96-108

description: WT-normalized log2-Effect Scores for pilot DMS analysis of SDHA variants
DOI: 10.5281/zenodo.10286465
title: Discharge of springs monitored during the WABEsense project

description: Water discharge and temperature of the springs monitored during the WABEsense project (UTF 642.21.20).
The data corresponding to the all field measurements performed between Feb. 2021 and Dec 2023. Data for each spring might not cover the whole period.
For each spring there are two files: *.csv and *.meta. The .csv file contains the recorded data. The .meta fiel contains further information about the spring (e.g. location) and the data.
## List of springs:
- Bonaduz BS Paliu Fravi- Bonaduz BS Salums Friedrich- Bonaduz BS Salums Leo- Bonaduz SS Leo Friedrich- Bregaglia BS Acqua d'Balz 1- Bregaglia BS Acqua d'Balz 2- Hergiswil BS Rossmoos- Hergiswil SS Muesli- Oberriet SS Ulrika- Schiers BS Chalta Wasser- Schiers BS Grapp rechts- Susch BS Prada bella suot- Susch BS Prada bella sura- Zernez BS Sarsura- Zug SS Nidfuren
More details about each spring is given in the corresponding .meta file.
## Files formats
All files are plain text. The .csv files are UTF-8 encoded and separated by ";" (semi-colon) . The .meta files follow the YAML format.
An example of loading the data in python using pandas is given below:
import pandas as pd
data = pd.read_csv("Bonaduz.BS.Paliu_Fravi_discharge.csv", encoding="utf-8", sep=";")
DOI: 10.5281/zenodo.10287237
title: Discharge of springs monitored during the WABEsense project

description: Water discharge and temperature of the springs monitored during the WABEsense project (UTF 642.21.20).
The data corresponding to the all field measurements performed between Feb. 2021 and Dec 2023. Data for each spring might not cover the whole period.
For each spring there are two files: *.csv and *.meta. The .csv file contains the recorded data. The .meta fiel contains further information about the spring (e.g. location) and the data.
## List of springs:
- Bonaduz BS Paliu Fravi- Bonaduz BS Salums Friedrich- Bonaduz BS Salums Leo- Bonaduz SS Leo Friedrich- Bregaglia BS Acqua d'Balz 1- Bregaglia BS Acqua d'Balz 2- Hergiswil BS Rossmoos- Hergiswil SS Muesli- Oberriet SS Ulrika- Schiers BS Chalta Wasser- Schiers BS Grapp rechts- Susch BS Prada bella suot- Susch BS Prada bella sura- Zernez BS Sarsura- Zug SS Nidfuren
More details about each spring is given in the corresponding .meta file.
## Files formats
All files are plain text. The .csv files are UTF-8 encoded and separated by ";" (semi-colon) . The .meta files follow the YAML format.
An example of loading the data in python using pandas is given below:
import pandas as pd
data = pd.read_csv("Bonaduz.BS.Paliu_Fravi_discharge.csv", encoding="utf-8", sep=";")
DOI: 10.5281/zenodo.10289109
title: Discharge of springs monitored during the WABEsense project

description: Water discharge and temperature of the springs monitored during the WABEsense project (UTF 642.21.20).
The data corresponding to the all field measurements performed between Feb. 2021 and Dec 2023. Data for each spring might not cover the whole period.
For each spring there are two files: *.csv and *.meta. The .csv file contains the recorded data. The .meta fiel contains further information about the spring (e.g. location) and the data.
## List of springs:
- Bonaduz BS Paliu Fravi- Bonaduz BS Salums Friedrich- Bonaduz BS Salums Leo- Bonaduz SS Leo Friedrich- Bregaglia BS Acqua d'Balz 1- Bregaglia BS Acqua d'Balz 2- Hergiswil BS Rossmoos- Hergiswil SS Muesli- Oberriet SS Ulrika- Schiers BS Chalta Wasser- Schiers BS Grapp rechts- Susch BS Prada bella suot- Susch BS Prada bella sura- Zernez BS Sarsura- Zug SS Nidfuren
More details about each spring is given in the corresponding .meta file.
We are very grateful for the work of the operators responsible for collecting the data.
## Files formats
All files are plain text. The .csv files are UTF-8 encoded and separated by ";" (semi-colon) . The .meta files follow the YAML format.
An example of loading the data in python using pandas is given below:
import pandas as pd data = pd.read_csv("Bonaduz.BS.Paliu_Fravi_discharge.csv", encoding="utf-8", sep=";")
DOI: 10.5281/zenodo.8239368
title: Discharge of springs monitored during the WABEsense project

description: Water discharge and temperature of the springs monitored during the WABEsense project (UTF 642.21.20). The data corresponding to the all field measurements performed between Feb. 2021 and Sep 2023. Data for each spring might not cover the whole period. For each spring there are two files: *.csv and *.meta. The .csv file contains the recorded data. The .meta fiel contains further information about the spring (e.g. location) and the data. ## List of springs: - Bonaduz BS Paliu Fravi<br> - Bonaduz BS Salums Friedrich<br> - Bonaduz BS Salums Leo<br> - Bonaduz SS Leo Friedrich<br> - Bregaglia BS Acqua d'Balz 1<br> - Bregaglia BS Acqua d'Balz 2<br> - Hergiswil BS Rossmoos<br> - Hergiswil SS Muesli<br> - Oberriet SS Ulrika<br> - Schiers BS Chalta Wasser<br> - Schiers BS Grapp rechts<br> - Susch BS Prada bella suot<br> - Susch BS Prada bella sura<br> - Zernez BS Sarsura<br> - Zug SS Nidfuren More details about each spring is given in the corresponding .meta file. ## Files formats All files are plain text. The .csv files are UTF-8 encoded and separated by ";" (semi-colon) . The .meta files follow the YAML format. An example of loading the data in python using pandas is given below: <pre><code class="language-python">import pandas as pd data = pd.read_csv("Bonaduz.BS.Paliu_Fravi_discharge.csv", encoding="utf-8", sep=";")</code></pre>