cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/nsvbhr/dgubfg
title: Gennaio_1890_Pagina_079.jpg

description: Bulletin of 1890/01/20
DOI: 10.13130/rd_unimi/xu1sm0/lvsnxz
title: Gennaio_1893_Pagina_052.jpg

description: Bulletin of 1893/01/13
DOI: 10.13130/rd_unimi/awv4gb/vhviov
title: Gennaio_1896_Pagina_032.jpg

description: Bulletin of 1896/01/08
DOI: 10.13130/rd_unimi/jvs9pt/np7ert
title: Gennaio_1892_Pagina_055.jpg

description: Bulletin of 1892/01/14
DOI: 10.13130/rd_unimi/rjrjox/qrujer
title: Giugno_1895_Pagina_070.jpg

description: Bulletin of 1895/06/18
DOI: 10.25574/03036
title: Chandra X-ray Observatory ObsId 03036

description: A CHANDRA AND XMM-NEWTON STUDY OF THE MOST DISTANT QUASARS: X-RAYING THE FIRST MASSIVE BLACK HOLES
DOI: 10.13130/rd_unimi/6np0bt/efvh9h
title: Gennaio_1894_Pagina_038.jpg

description: Bulletin of 1894/01/10
DOI: 10.13130/rd_unimi/gsbgp1/ejrxi3
title: Gennaio_1889_Pagina_098.jpg

description: Bulletin of 1889/01/25
DOI: 10.13130/rd_unimi/v8alup/q0bjdl
title: Gennaio_1891_Pagina_074.jpg

description: Bulletin of 1891/01/19
DOI: 10.13130/rd_unimi/cbrkhv/1ct0du
title: Febbraio_1927_Pagina_055.jpg

description: Bulletin of 1927/02/14
DOI: 10.13130/rd_unimi/nsvbhr/sc06dk
title: Gennaio_1890_Pagina_080.jpg

description: Bulletin of 1890/01/20
DOI: 10.13130/rd_unimi/awv4gb/xsrrhc
title: Gennaio_1896_Pagina_033.jpg

description: Bulletin of 1896/01/09
DOI: 10.13130/rd_unimi/jvs9pt/mhh4y8
title: Gennaio_1892_Pagina_056.jpg

description: Bulletin of 1892/01/14
DOI: 10.13130/rd_unimi/xu1sm0/7mfdwk
title: Gennaio_1893_Pagina_053.jpg

description: Bulletin of 1893/01/14
DOI: 10.25574/03037
title: Chandra X-ray Observatory ObsId 03037

description: A CHANDRA AND XMM-NEWTON STUDY OF THE MOST DISTANT QUASARS: X-RAYING THE FIRST MASSIVE BLACK HOLES
DOI: 10.13130/rd_unimi/6np0bt/dpmyr2
title: Gennaio_1894_Pagina_039.jpg

description: Bulletin of 1894/01/10
DOI: 10.13130/rd_unimi/rjrjox/uvsexe
title: Giugno_1895_Pagina_059.jpg

description: Bulletin of 1895/06/15
DOI: 10.13130/rd_unimi/v8alup/5br6xy
title: Gennaio_1891_Pagina_075.jpg

description: Bulletin of 1891/01/19
DOI: 10.13130/rd_unimi/gsbgp1/hbjptu
title: Gennaio_1889_Pagina_099.jpg

description: Bulletin of 1889/01/25
DOI: 10.13130/rd_unimi/nsvbhr/6ywzab
title: Gennaio_1890_Pagina_081.jpg

description: Bulletin of 1890/01/21
DOI: 10.15468/dl.qbsf9u
title: Occurrence Download

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypericum amblyocalyx, Hypericum armenum, Hypericum carpaticum, Hypericum choisyanum, Hypericum fanjingense, Hypericum fissurale, Hypericum formosissimum, Hypericum fursei, Hypericum hirtellum, Hypericum imbricatum, Hypericum lacei, Hypericum lagarocaule, Hypericum lanuginosum, Hypericum lycium, Hypericum lysimachioides, Hypericum macvaughii, Hypericum marginatum, Hypericum microcalycinum, Hypericum minutum, Hypericum monogynum, Hypericum neurocalycinum, Hypericum oxyphyllum, Hypericum pamphylicum, Hypericum pseudorepens, Hypericum psilophytum, Hypericum scabroides, Hypericum sherriffii, Hypericum siamense, Hypericum sikokumontanum, Hypericum sinaicum, Hypericum somaliense, Hypericum sorgerae, Hypericum subsessile, Hypericum thasium, Hypericum vacciniifolium, Hypericum vermiculare, Hypericum wilmsii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 1349 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054857-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/awv4gb/faxitd
title: Gennaio_1896_Pagina_034.jpg

description: Bulletin of 1896/01/09
DOI: 10.13130/rd_unimi/cbrkhv/hbbueh
title: Febbraio_1927_Pagina_056.jpg

description: Bulletin of 1927/02/14
DOI: 10.13130/rd_unimi/jvs9pt/x16phg
title: Gennaio_1892_Pagina_057.jpg

description: Bulletin of 1892/01/15
DOI: 10.13130/rd_unimi/xu1sm0/155se7
title: Gennaio_1893_Pagina_054.jpg

description: Bulletin of 1893/01/14
DOI: 10.25574/03038
title: Chandra X-ray Observatory ObsId 03038

description: A CHANDRA AND XMM-NEWTON STUDY OF THE MOST DISTANT QUASARS: X-RAYING THE FIRST MASSIVE BLACK HOLES
DOI: 10.13130/rd_unimi/rjrjox/dos6hg
title: Giugno_1895_Pagina_072.jpg

description: Bulletin of 1895/06/18
DOI: 10.13130/rd_unimi/v8alup/wtti31
title: Gennaio_1891_Pagina_076.jpg

description: Bulletin of 1891/01/19
DOI: 10.13130/rd_unimi/6np0bt/dcxkes
title: Gennaio_1894_Pagina_040.jpg

description: Bulletin of 1894/01/10
DOI: 10.13130/rd_unimi/awv4gb/cl8pnb
title: Gennaio_1896_Pagina_035.jpg

description: Bulletin of 1896/01/09
DOI: 10.13130/rd_unimi/gsbgp1/efzkvn
title: Gennaio_1889_Pagina_100.jpg

description: Bulletin of 1889/01/25
DOI: 10.13130/rd_unimi/nsvbhr/i3uvp3
title: Gennaio_1890_Pagina_082.jpg

description: Bulletin of 1890/01/21
DOI: 10.13130/rd_unimi/cbrkhv/2p9ted
title: Febbraio_1927_Pagina_057.jpg

description: Bulletin of 1927/02/15
DOI: 10.13130/rd_unimi/rjrjox/6ftckl
title: Giugno_1895_Pagina_061.jpg

description: Bulletin of 1895/06/16
DOI: 10.25574/03039
title: Chandra X-ray Observatory ObsId 03039

description: A CHANDRA AND XMM-NEWTON STUDY OF THE MOST DISTANT QUASARS: X-RAYING THE FIRST MASSIVE BLACK HOLES
DOI: 10.13130/rd_unimi/jvs9pt/cv6x2u
title: Gennaio_1892_Pagina_058.jpg

description: Bulletin of 1892/01/15
DOI: 10.13130/rd_unimi/v8alup/lfyzmm
title: Gennaio_1891_Pagina_077.jpg

description: Bulletin of 1891/01/20
DOI: 10.13130/rd_unimi/xu1sm0/n1ggmb
title: Gennaio_1893_Pagina_055.jpg

description: Bulletin of 1893/01/14
DOI: 10.13130/rd_unimi/6np0bt/btmadq
title: Gennaio_1894_Pagina_041.jpg

description: Bulletin of 1894/01/11
DOI: 10.13130/rd_unimi/awv4gb/mxjtlu
title: Gennaio_1896_Pagina_036.jpg

description: Bulletin of 1896/01/09
DOI: 10.13130/rd_unimi/gsbgp1/mmnzdi
title: Gennaio_1889_Pagina_101.jpg

description: Bulletin of 1889/01/26
DOI: 10.13130/rd_unimi/cbrkhv/nwl1ju
title: Febbraio_1927_Pagina_058.jpg

description: Bulletin of 1927/02/15
DOI: 10.13130/rd_unimi/nsvbhr/nljzmt
title: Gennaio_1890_Pagina_083.jpg

description: Bulletin of 1890/01/21
DOI: 10.25574/03040
title: Chandra X-ray Observatory ObsId 03040

description: AN IN-DEPTH STUDY OF THE X-RAY SOURCE POPULATION AND HOT ISM OF THE ANTENNAE GALAXIES
DOI: 10.13130/rd_unimi/jvs9pt/xlvuyl
title: Gennaio_1892_Pagina_059.jpg

description: Bulletin of 1892/01/15
DOI: 10.13130/rd_unimi/rjrjox/apedwh
title: Giugno_1895_Pagina_074.jpg

description: Bulletin of 1895/06/19
DOI: 10.13130/rd_unimi/v8alup/jgdbpk
title: Gennaio_1891_Pagina_078.jpg

description: Bulletin of 1891/01/20
DOI: 10.13130/rd_unimi/6np0bt/bez5d8
title: Gennaio_1894_Pagina_042.jpg

description: Bulletin of 1894/01/11
DOI: 10.13130/rd_unimi/gsbgp1/ppacwe
title: Gennaio_1889_Pagina_102.jpg

description: Bulletin of 1889/01/26
DOI: 10.13130/rd_unimi/xu1sm0/rbyyjx
title: Gennaio_1893_Pagina_056.jpg

description: Bulletin of 1893/01/14
DOI: 10.13130/rd_unimi/awv4gb/tcdfxo
title: Gennaio_1896_Pagina_037.jpg

description: Bulletin of 1896/01/10
DOI: 10.13130/rd_unimi/cbrkhv/lgnezl
title: Febbraio_1927_Pagina_059.jpg

description: Bulletin of 1927/02/15
DOI: 10.13130/rd_unimi/nsvbhr/75t1hq
title: Gennaio_1890_Pagina_084.jpg

description: Bulletin of 1890/01/21
DOI: 10.25574/03041
title: Chandra X-ray Observatory ObsId 03041

description: AN IN-DEPTH STUDY OF THE X-RAY SOURCE POPULATION AND HOT ISM OF THE ANTENNAE GALAXIES
DOI: 10.13130/rd_unimi/jvs9pt/xug8so
title: Gennaio_1892_Pagina_060.jpg

description: Bulletin of 1892/01/15
DOI: 10.13130/rd_unimi/rjrjox/1i2moz
title: Giugno_1895_Pagina_075.jpg

description: Bulletin of 1895/06/19
DOI: 10.13130/rd_unimi/v8alup/hlybv0
title: Gennaio_1891_Pagina_079.jpg

description: Bulletin of 1891/01/20
DOI: 10.13130/rd_unimi/6np0bt/awwsoa
title: Gennaio_1894_Pagina_043.jpg

description: Bulletin of 1894/01/11
DOI: 10.13130/rd_unimi/gsbgp1/g5byr2
title: Gennaio_1889_Pagina_103.jpg

description: Bulletin of 1889/01/26
DOI: 10.13130/rd_unimi/xu1sm0/hm3ad4
title: Gennaio_1893_Pagina_057.jpg

description: Bulletin of 1893/01/15
DOI: 10.13130/rd_unimi/cbrkhv/9w47by
title: Febbraio_1927_Pagina_060.jpg

description: Bulletin of 1927/02/15
DOI: 10.13130/rd_unimi/nsvbhr/7aecoz
title: Gennaio_1890_Pagina_085.jpg

description: Bulletin of 1890/01/22
DOI: 10.13130/rd_unimi/awv4gb/fpmnuv
title: Gennaio_1896_Pagina_038.jpg

description: Bulletin of 1896/01/10
DOI: 10.13130/rd_unimi/jvs9pt/mg35z7
title: Gennaio_1892_Pagina_061.jpg

description: Bulletin of 1892/01/16
DOI: 10.13130/rd_unimi/rjrjox/cdkovp
title: Giugno_1895_Pagina_078.jpg

description: Bulletin of 1895/06/20
DOI: 10.13130/rd_unimi/v8alup/dczetz
title: Gennaio_1891_Pagina_080.jpg

description: Bulletin of 1891/01/20
DOI: 10.25574/03042
title: Chandra X-ray Observatory ObsId 03042

description: AN IN-DEPTH STUDY OF THE X-RAY SOURCE POPULATION AND HOT ISM OF THE ANTENNAE GALAXIES
DOI: 10.13130/rd_unimi/gsbgp1/rxtmwr
title: Gennaio_1889_Pagina_104.jpg

description: Bulletin of 1889/01/26
DOI: 10.13130/rd_unimi/xu1sm0/rne8ge
title: Gennaio_1893_Pagina_058.jpg

description: Bulletin of 1893/01/15
DOI: 10.17026/ar/nvunj6
title: PAN-00158812 - terra sigillata bowl type Drag. 37

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00158812&lt;/p&gt;
description: Modified: 2025-11-13T10:42:49+01:00
DOI: 10.13130/rd_unimi/6np0bt/0g0rks
title: Gennaio_1894_Pagina_044.jpg

description: Bulletin of 1894/01/11
DOI: 10.13130/rd_unimi/nsvbhr/hgayk1
title: Gennaio_1890_Pagina_086.jpg

description: Bulletin of 1890/01/22
DOI: 10.13130/rd_unimi/awv4gb/skxt9y
title: Gennaio_1896_Pagina_039.jpg

description: Bulletin of 1896/01/10
DOI: 10.13130/rd_unimi/rjrjox/l7bccy
title: Giugno_1895_Pagina_079.jpg

description: Bulletin of 1895/06/20
DOI: 10.13130/rd_unimi/v8alup/kvrcvu
title: Gennaio_1891_Pagina_081.jpg

description: Bulletin of 1891/01/21
DOI: 10.15468/dl.8jbh5v
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-61.144123 -32.595307, -61.227446 -32.60083, -61.308747 -32.617265, -61.386052 -32.644213, -61.45748 -32.68102, -61.521285 -32.726791, -61.575902 -32.78041, -61.619982 -32.840572, -61.652426 -32.905805, -61.672413 -32.974513, -61.679424 -33.04501, -61.673256 -33.115562, -61.654029 -33.18443, -61.622189 -33.249914, -61.578496 -33.310391, -61.524012 -33.364361, -61.460074 -33.410481, -61.388259 -33.447603, -61.31035 -33.474802, -61.228288 -33.491398, -61.144123 -33.496977, -61.059958 -33.491398, -60.977896 -33.474802, -60.899987 -33.447603, -60.828172 -33.410481, -60.764234 -33.364361, -60.70975 -33.310391, -60.666057 -33.249914, -60.634217 -33.18443, -60.61499 -33.115562, -60.608822 -33.04501, -60.615833 -32.974513, -60.63582 -32.905805, -60.668264 -32.840572, -60.712344 -32.78041, -60.766961 -32.726791, -60.830766 -32.68102, -60.902194 -32.644213, -60.979499 -32.617265, -61.0608 -32.60083, -61.144123 -32.595307))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 383 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054858-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/03043
title: Chandra X-ray Observatory ObsId 03043

description: AN IN-DEPTH STUDY OF THE X-RAY SOURCE POPULATION AND HOT ISM OF THE ANTENNAE GALAXIES
DOI: 10.13130/rd_unimi/cbrkhv/whyu32
title: Febbraio_1927_Pagina_061.jpg

description: Bulletin of 1927/02/16
DOI: 10.13130/rd_unimi/gsbgp1/piklph
title: Gennaio_1889_Pagina_105.jpg

description: Bulletin of 1889/01/27
DOI: 10.13130/rd_unimi/jvs9pt/6wrmsa
title: Gennaio_1892_Pagina_062.jpg

description: Bulletin of 1892/01/16
DOI: 10.13130/rd_unimi/xu1sm0/3yhyib
title: Gennaio_1893_Pagina_059.jpg

description: Bulletin of 1893/01/15
DOI: 10.13130/rd_unimi/6np0bt/n37mys
title: Gennaio_1894_Pagina_045.jpg

description: Bulletin of 1894/01/12
DOI: 10.13130/rd_unimi/nsvbhr/ag1z3e
title: Gennaio_1890_Pagina_087.jpg

description: Bulletin of 1890/01/22
DOI: 10.13130/rd_unimi/rjrjox/4a8gn5
title: Giugno_1895_Pagina_069.jpg

description: Bulletin of 1895/06/18
DOI: 10.13130/rd_unimi/awv4gb/ef6wuy
title: Gennaio_1896_Pagina_040.jpg

description: Bulletin of 1896/01/10
DOI: 10.13130/rd_unimi/v8alup/xpiccr
title: Gennaio_1891_Pagina_082.jpg

description: Bulletin of 1891/01/21
DOI: 10.25574/03044
title: Chandra X-ray Observatory ObsId 03044

description: AN IN-DEPTH STUDY OF THE X-RAY SOURCE POPULATION AND HOT ISM OF THE ANTENNAE GALAXIES
DOI: 10.13130/rd_unimi/cbrkhv/tahnx0
title: Febbraio_1927_Pagina_062.jpg

description: Bulletin of 1927/02/16
DOI: 10.13130/rd_unimi/jvs9pt/guodao
title: Gennaio_1892_Pagina_063.jpg

description: Bulletin of 1892/01/16
DOI: 10.13130/rd_unimi/xu1sm0/pbiuuo
title: Gennaio_1893_Pagina_060.jpg

description: Bulletin of 1893/01/15
DOI: 10.5281/zenodo.17953258
title: open data for publication "An analytical universal antiproton-atom interaction potential"

description: Data sets, all final data used for the graphs and the software and script source codes for publication "An analytical universal antiproton-atom interaction potential"
DOI: 10.5281/zenodo.17953259
title: open data for publication "An analytical universal antiproton-atom interaction potential"

description: Data sets, all final data used for the graphs and the software and script source codes for publication "An analytical universal antiproton-atom interaction potential"
DOI: 10.13130/rd_unimi/6np0bt/rvew24
title: Gennaio_1894_Pagina_046.jpg

description: Bulletin of 1894/01/12
DOI: 10.13130/rd_unimi/gsbgp1/i9grcs
title: Gennaio_1889_Pagina_106.jpg

description: Bulletin of 1889/01/27
DOI: 10.13130/rd_unimi/nsvbhr/spap6v
title: Gennaio_1890_Pagina_088.jpg

description: Bulletin of 1890/01/22
DOI: 10.13130/rd_unimi/awv4gb/bhgtso
title: Gennaio_1896_Pagina_041.jpg

description: Bulletin of 1896/01/11
DOI: 10.13130/rd_unimi/rjrjox/sqhtac
title: Giugno_1895_Pagina_082.jpg

description: Bulletin of 1895/06/21
DOI: 10.13130/rd_unimi/v8alup/t6b841
title: Gennaio_1891_Pagina_083.jpg

description: Bulletin of 1891/01/21
DOI: 10.25574/03047
title: Chandra X-ray Observatory ObsId 03047

description: X-RAY IMAGING OF QUASAR JETS
DOI: 10.13130/rd_unimi/cbrkhv/k1lezz
title: Febbraio_1927_Pagina_063.jpg

description: Bulletin of 1927/02/16
DOI: 10.13130/rd_unimi/xu1sm0/pfkok1
title: Gennaio_1893_Pagina_061.jpg

description: Bulletin of 1893/01/16
DOI: 10.13130/rd_unimi/6np0bt/trfhec
title: Gennaio_1894_Pagina_047.jpg

description: Bulletin of 1894/01/12
DOI: 10.13130/rd_unimi/jvs9pt/a65xba
title: Gennaio_1892_Pagina_064.jpg

description: Bulletin of 1892/01/16
DOI: 10.13130/rd_unimi/nsvbhr/fqlpnf
title: Gennaio_1890_Pagina_089.jpg

description: Bulletin of 1890/01/23
DOI: 10.25574/03048
title: Chandra X-ray Observatory ObsId 03048

description: X-RAY IMAGING OF QUASAR JETS
DOI: 10.13130/rd_unimi/gsbgp1/euvzao
title: Gennaio_1889_Pagina_107.jpg

description: Bulletin of 1889/01/27
DOI: 10.13130/rd_unimi/rjrjox/swsel4
title: Giugno_1895_Pagina_083.jpg

description: Bulletin of 1895/06/21
DOI: 10.13130/rd_unimi/v8alup/6op4st
title: Gennaio_1891_Pagina_084.jpg

description: Bulletin of 1891/01/21
DOI: 10.13130/rd_unimi/awv4gb/ks0yfs
title: Gennaio_1896_Pagina_042.jpg

description: Bulletin of 1896/01/11
DOI: 10.13130/rd_unimi/cbrkhv/izslaq
title: Febbraio_1927_Pagina_064.jpg

description: Bulletin of 1927/02/16
DOI: 10.13130/rd_unimi/xu1sm0/7hdee8
title: Gennaio_1893_Pagina_062.jpg

description: Bulletin of 1893/01/16
DOI: 10.13130/rd_unimi/6np0bt/mcasco
title: Gennaio_1894_Pagina_048.jpg

description: Bulletin of 1894/01/12
DOI: 10.13130/rd_unimi/jvs9pt/eb5b0r
title: Gennaio_1892_Pagina_065.jpg

description: Bulletin of 1892/01/17
DOI: 10.13130/rd_unimi/nsvbhr/pzsmjw
title: Gennaio_1890_Pagina_090.jpg

description: Bulletin of 1890/01/23
DOI: 10.25574/03049
title: Chandra X-ray Observatory ObsId 03049

description: X-RAY IMAGING OF QUASAR JETS
DOI: 10.13130/rd_unimi/gsbgp1/ymig14
title: Gennaio_1889_Pagina_108.jpg

description: Bulletin of 1889/01/27
DOI: 10.13130/rd_unimi/rjrjox/8km3wg
title: Giugno_1895_Pagina_084.jpg

description: Bulletin of 1895/06/21
DOI: 10.13130/rd_unimi/awv4gb/6r5evn
title: Gennaio_1896_Pagina_043.jpg

description: Bulletin of 1896/01/11
DOI: 10.13130/rd_unimi/cbrkhv/89ja3q
title: Febbraio_1927_Pagina_065.jpg

description: Bulletin of 1927/02/17
DOI: 10.13130/rd_unimi/v8alup/bbd0mu
title: Gennaio_1891_Pagina_085.jpg

description: Bulletin of 1891/01/22
DOI: 10.13130/rd_unimi/xu1sm0/0kzfif
title: Gennaio_1893_Pagina_063.jpg

description: Bulletin of 1893/01/16
DOI: 10.25574/03050
title: Chandra X-ray Observatory ObsId 03050

description: X-RAY IMAGING OF QUASAR JETS
DOI: 10.5281/zenodo.17921536
title: Tea Biochemical & Sensory Dataset (TeaBioSens)

description: Understanding the intricate relationships between the biochemical content and sensory properties of tea is crucial for effectively predicting sensory quality. However, the complexity of these relationships makes them challenging to model through traditional methods. Machine learning has emerged as a powerful tool for modeling multidimensional relationships, but it requires a diverse and high-quality training dataset to effectively learn these intricate connections.

To comprehensively investigate the intricate relationships between the biochemical content and sensory properties of tea, a high-quality training dataset is imperative, encompassing a wide array of biochemical features. There is no single comprehensive source that provides a holistic understanding of how the various biochemical content influences the sensory quality. Existing studies predominantly present results from a limited range of features, necessitating the creation of a meta dataset for robust insights. In response to this gap, we introduce the "Tea Biochemical & Sensory Dataset (TeaBioSens)," a meticulously curated compilation of data including important biochemical features that influences tea sensory quality. This dataset consists thirty different tea blends, made from four major processed tea variety, their biochemical content, and their sensory score obtained from a semi-trained panel using the lexicon based descriptive technique.

TeaBioSens comprises a total of 600 data points. While certain parameters such as total soluble sugar (TSS), protein, total polyphenol (TP), caffeine (CAF), (+)-catechin (C), theaflavin (TF), thearubigin (TR), pH, citric acid, malic acid, ascorbic acid, oxalic acid, gallic acid, succinic acid, and L-theanine were directly estimated from experiments, factors such as TP/theanine, TF/TR, protein/TP, and CAF/TP were calculated. Experiments involving catechin subtypes and volatile organic acid is still ongoing and to be added soon. The development of this novel database is an ongoing effort, and we anticipate its continual improvement over time as more datapoints are incorporated.
DOI: 10.5281/zenodo.17921537
title: Tea Biochemical & Sensory Dataset (TeaBioSens)

description: Understanding the intricate relationships between the biochemical content and sensory properties of tea is crucial for effectively predicting sensory quality. However, the complexity of these relationships makes them challenging to model through traditional methods. Machine learning has emerged as a powerful tool for modeling multidimensional relationships, but it requires a diverse and high-quality training dataset to effectively learn these intricate connections.

To comprehensively investigate the intricate relationships between the biochemical content and sensory properties of tea, a high-quality training dataset is imperative, encompassing a wide array of biochemical features. There is no single comprehensive source that provides a holistic understanding of how the various biochemical content influences the sensory quality. Existing studies predominantly present results from a limited range of features, necessitating the creation of a meta dataset for robust insights. In response to this gap, we introduce the "Tea Biochemical & Sensory Dataset (TeaBioSens)," a meticulously curated compilation of data including important biochemical features that influences tea sensory quality. This dataset consists thirty different tea blends, made from four major processed tea variety, their biochemical content, and their sensory score obtained from a semi-trained panel using the lexicon based descriptive technique.

TeaBioSens comprises a total of 600 data points. While certain parameters such as total soluble sugar (TSS), protein, total polyphenol (TP), caffeine (CAF), (+)-catechin (C), theaflavin (TF), thearubigin (TR), pH, citric acid, malic acid, ascorbic acid, oxalic acid, gallic acid, succinic acid, and L-theanine were directly estimated from experiments, factors such as TP/theanine, TF/TR, protein/TP, and CAF/TP were calculated. Experiments involving catechin subtypes and volatile organic acid is still ongoing and to be added soon. The development of this novel database is an ongoing effort, and we anticipate its continual improvement over time as more datapoints are incorporated.
DOI: 10.13130/rd_unimi/6np0bt/kxbxkk
title: Gennaio_1894_Pagina_049.jpg

description: Bulletin of 1894/01/13
DOI: 10.13130/rd_unimi/jvs9pt/946lrx
title: Gennaio_1892_Pagina_066.jpg

description: Bulletin of 1892/01/17
DOI: 10.13130/rd_unimi/gsbgp1/5nnbab
title: Gennaio_1889_Pagina_109.jpg

description: Bulletin of 1889/01/28
DOI: 10.13130/rd_unimi/nsvbhr/dcniey
title: Gennaio_1890_Pagina_091.jpg

description: Bulletin of 1890/01/23
DOI: 10.13130/rd_unimi/rjrjox/dywani
title: Giugno_1895_Pagina_085.jpg

description: Bulletin of 1895/06/22
DOI: 10.13130/rd_unimi/awv4gb/6rdc6u
title: Gennaio_1896_Pagina_044.jpg

description: Bulletin of 1896/01/11
DOI: 10.13130/rd_unimi/cbrkhv/vvc6lt
title: Febbraio_1927_Pagina_066.jpg

description: Bulletin of 1927/02/17
DOI: 10.13130/rd_unimi/v8alup/l7ehiq
title: Gennaio_1891_Pagina_086.jpg

description: Bulletin of 1891/01/22
DOI: 10.25574/03051
title: Chandra X-ray Observatory ObsId 03051

description: X-RAY IMAGING OF QUASAR JETS
DOI: 10.13130/rd_unimi/6np0bt/0lb5ac
title: Gennaio_1894_Pagina_050.jpg

description: Bulletin of 1894/01/13
DOI: 10.13130/rd_unimi/jvs9pt/hnq1pe
title: Gennaio_1892_Pagina_067.jpg

description: Bulletin of 1892/01/17
DOI: 10.13130/rd_unimi/xu1sm0/6hkx1l
title: Gennaio_1893_Pagina_064.jpg

description: Bulletin of 1893/01/16
DOI: 10.13130/rd_unimi/gsbgp1/2ndsjz
title: Gennaio_1889_Pagina_110.jpg

description: Bulletin of 1889/01/28
DOI: 10.13130/rd_unimi/nsvbhr/genprj
title: Gennaio_1890_Pagina_092.jpg

description: Bulletin of 1890/01/23
DOI: 10.13130/rd_unimi/rjrjox/qfwjo2
title: Giugno_1895_Pagina_076.jpg

description: Bulletin of 1895/06/19
DOI: 10.13130/rd_unimi/awv4gb/mxly5t
title: Gennaio_1896_Pagina_045.jpg

description: Bulletin of 1896/01/12
DOI: 10.13130/rd_unimi/cbrkhv/k5yrw8
title: Febbraio_1927_Pagina_067.jpg

description: Bulletin of 1927/02/17
DOI: 10.25574/03053
title: Chandra X-ray Observatory ObsId 03053

description: THE DYNAMICS OF CLASSICAL DOUBLE RADIO SOURCES: TESTING SELF-SIMILAR MODELS
DOI: 10.13130/rd_unimi/6np0bt/fblwpv
title: Gennaio_1894_Pagina_051.jpg

description: Bulletin of 1894/01/13
DOI: 10.13130/rd_unimi/v8alup/x3wc44
title: Gennaio_1891_Pagina_087.jpg

description: Bulletin of 1891/01/22
DOI: 10.13130/rd_unimi/xu1sm0/sztmk3
title: Gennaio_1893_Pagina_065.jpg

description: Bulletin of 1893/01/17