cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/y1p3pe/jerd6s
title: Dicembre_1916_Pagina_116.jpg

description: Bulletin of 1916/12/20
DOI: 10.3535/1we-1v2-jy9
title: Agnoea (Tubuliferodes) elsae (Svensson, 1982)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zrn-rmg-wpz
title: Euxoa (Euxoa) cursoria Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/qgjnff
title: Gennaio_1909_Pagina_114.jpg

description: Bulletin of 1909/01/29
DOI: 10.13130/rd_unimi/p8ek0m/y41ciq
title: Dicembre_1915_Pagina_122.jpg

description: Bulletin of 1915/12/21
DOI: 10.13130/rd_unimi/qg5zfl/ecpji0
title: Dicembre_1919_Pagina_109.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/1xg-vfa-lf0
title: Pieris napi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b0f-q0e-ptb
title: Yezognophos vittaria (Thunberg, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/rmzl9k
title: Dicembre_1914_Pagina_119.jpg

description: Bulletin of 1914/12/20
DOI: 10.13130/rd_unimi/i5awbn/j19hy1
title: Dicembre_1920_Pagina_101.jpg

description: Bulletin of 1920/12/17
DOI: 10.13130/rd_unimi/zvkzj5/wziu6t
title: Dicembre_1918_Pagina_101.jpg

description: Bulletin of 1918/12/17
DOI: 10.3535/f28-pex-hff
title: Hoplodrina octogenaria (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/y8ky6d
title: Gennaio_1910_Pagina_099.jpg

description: Bulletin of 1910/01/25
DOI: 10.13130/rd_unimi/nsijbl/gjm79h
title: Gennaio_1913_Pagina_057.jpg

description: Bulletin of 1913/01/15
DOI: 10.13130/rd_unimi/y1p3pe/la3vfn
title: Dicembre_1916_Pagina_117.jpg

description: Bulletin of 1916/12/20
DOI: 10.3535/j2g-29s-mng
title: Crambus pascuella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wn2-9w8-qgz
title: Hoplodrina octogenaria (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/qaildc/nso17w
title: Gennaio_1911_Pagina_081.jpg

description: Bulletin of 1911/01/21
DOI: 10.13130/rd_unimi/qcv3rk/dy1ye8
title: Gennaio_1912_Pagina_061.jpg

description: Bulletin of 1912/01/16
DOI: 10.3535/61j-n18-cvw
title: Pechipogo strigilata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fz6-kkv-m00
title: Odontosia carmelita (Esper, 1799)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/xdngmj
title: Gennaio_1909_Pagina_115.jpg

description: Bulletin of 1909/01/29
DOI: 10.13130/rd_unimi/p8ek0m/p0vlwo
title: Dicembre_1915_Pagina_123.jpg

description: Bulletin of 1915/12/21
DOI: 10.13130/rd_unimi/qg5zfl/gktj54
title: Dicembre_1919_Pagina_110.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/r54-18c-2hg
title: Euxoa (Euxoa) cursoria Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/nj7x8q
title: Dicembre_1914_Pagina_120.jpg

description: Bulletin of 1914/12/20
DOI: 10.13130/rd_unimi/zvkzj5/etvdv8
title: Dicembre_1918_Pagina_102.jpg

description: Bulletin of 1918/12/17
DOI: 10.3535/8k7-g4t-kdw
title: Photedes fluxa Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mhk-f47-q28
title: Protolampra sobrina Duponchel, 1843

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/i5awbn/z8tspr
title: Dicembre_1920_Pagina_102.jpg

description: Bulletin of 1920/12/17
DOI: 10.13130/rd_unimi/nnwzpa/iz9snl
title: Gennaio_1910_Pagina_100.jpg

description: Bulletin of 1910/01/25
DOI: 10.13130/rd_unimi/nsijbl/zbrjsp
title: Gennaio_1913_Pagina_058.jpg

description: Bulletin of 1913/01/15
DOI: 10.3535/21j-rw5-f81
title: Plebejus Kluk, 1780

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/qaildc/ohkzjy
title: Gennaio_1911_Pagina_082.jpg

description: Bulletin of 1911/01/21
DOI: 10.13130/rd_unimi/qcv3rk/lj4n19
title: Gennaio_1912_Pagina_062.jpg

description: Bulletin of 1912/01/16
DOI: 10.13130/rd_unimi/qg5zfl/4xuvzk
title: Dicembre_1919_Pagina_111.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/7ve-d3r-sq2
title: Pseudeustrotia candidula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hnv-pwa-lgf
title: Hyppa rectilinea (Esper, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/tyhsfa
title: Gennaio_1909_Pagina_116.jpg

description: Bulletin of 1909/01/29
DOI: 10.13130/rd_unimi/p8ek0m/mb3rmd
title: Dicembre_1915_Pagina_124.jpg

description: Bulletin of 1915/12/21
DOI: 10.13130/rd_unimi/y1p3pe/akwzak
title: Dicembre_1916_Pagina_118.jpg

description: Bulletin of 1916/12/20
DOI: 10.3535/49q-hq0-m2x
title: Anania funebris Ström, 1768

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/leaseo
title: Gennaio_1910_Pagina_101.jpg

description: Bulletin of 1910/01/26
DOI: 10.13130/rd_unimi/nsijbl/tyvqhs
title: Gennaio_1913_Pagina_059.jpg

description: Bulletin of 1913/01/15
DOI: 10.13130/rd_unimi/zvkzj5/yzcsbl
title: Dicembre_1918_Pagina_103.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/jp7-ymz-gj7
title: Maniola jurtina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z7b-h4r-z1d
title: Eurois occulta Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/qfrdlo
title: Dicembre_1914_Pagina_121.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/i5awbn/pf4wje
title: Dicembre_1920_Pagina_103.jpg

description: Bulletin of 1920/12/18
DOI: 10.13130/rd_unimi/qcv3rk/lfp9uy
title: Gennaio_1912_Pagina_063.jpg

description: Bulletin of 1912/01/16
DOI: 10.3535/603-myv-a36
title: Xylena (Lithomoia) solidaginis Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k04-ane-lkw
title: Euxoa (Euxoa) tritici Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/p8ek0m/s0jqt4
title: Dicembre_1915_Pagina_125.jpg

description: Bulletin of 1915/12/21
DOI: 10.13130/rd_unimi/qaildc/8aitqw
title: Gennaio_1911_Pagina_083.jpg

description: Bulletin of 1911/01/21
DOI: 10.13130/rd_unimi/qg5zfl/gwxotj
title: Dicembre_1919_Pagina_112.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/wdm-716-4ll
title: Donacaula mucronella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/admmsp
title: Gennaio_1909_Pagina_117.jpg

description: Bulletin of 1909/01/30
DOI: 10.13130/rd_unimi/y1p3pe/s5fidh
title: Dicembre_1916_Pagina_119.jpg

description: Bulletin of 1916/12/20
DOI: 10.13130/rd_unimi/zvkzj5/ucmy41
title: Dicembre_1918_Pagina_104.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/1z4-rex-mkw
title: Thymelicus lineola (Ochsenheimer, 1808)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aqc-90h-rsq
title: Crambus perlellus Scopoli, 1763

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/4yeer2
title: Gennaio_1910_Pagina_102.jpg

description: Bulletin of 1910/01/26
DOI: 10.13130/rd_unimi/nsijbl/toy9pu
title: Gennaio_1913_Pagina_060.jpg

description: Bulletin of 1913/01/15
DOI: 10.3535/k6h-jmf-5gh
title: Crambus nemorella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/hyasjl
title: Dicembre_1914_Pagina_122.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/i5awbn/foi67g
title: Dicembre_1920_Pagina_104.jpg

description: Bulletin of 1920/12/18
DOI: 10.13130/rd_unimi/qaildc/ugq4fe
title: Gennaio_1911_Pagina_084.jpg

description: Bulletin of 1911/01/21
DOI: 10.13130/rd_unimi/qcv3rk/d0n0tz
title: Gennaio_1912_Pagina_064.jpg

description: Bulletin of 1912/01/16
DOI: 10.13130/rd_unimi/p8ek0m/fuxjpn
title: Dicembre_1915_Pagina_126.jpg

description: Bulletin of 1915/12/21
DOI: 10.13130/rd_unimi/qg5zfl/kigcpz
title: Dicembre_1919_Pagina_113.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/w29-kft-bvg
title: Tholera decimalis Poda, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/8ohirc
title: Gennaio_1909_Pagina_118.jpg

description: Bulletin of 1909/01/30
DOI: 10.13130/rd_unimi/nsijbl/75moiu
title: Gennaio_1913_Pagina_061.jpg

description: Bulletin of 1913/01/16
DOI: 10.13130/rd_unimi/y1p3pe/qnam5t
title: Dicembre_1916_Pagina_120.jpg

description: Bulletin of 1916/12/20
DOI: 10.3535/nwa-9lv-0qk
title: Maniola jurtina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pt7-vqd-nwp
title: Agonopterix angelicella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/wdwyvl
title: Dicembre_1914_Pagina_123.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/nnwzpa/8gnrbb
title: Gennaio_1910_Pagina_103.jpg

description: Bulletin of 1910/01/26
DOI: 10.13130/rd_unimi/zvkzj5/9pmkyt
title: Dicembre_1918_Pagina_105.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/3wm-jxy-3p0
title: Denticucullus pygmina Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gr0-l92-m3n
title: Orophia ferrugella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/i5awbn/4zp4qy
title: Dicembre_1920_Pagina_105.jpg

description: Bulletin of 1920/12/18
DOI: 10.13130/rd_unimi/qcv3rk/8oxdgm
title: Gennaio_1912_Pagina_065.jpg

description: Bulletin of 1912/01/17
DOI: 10.13130/rd_unimi/qg5zfl/zknnmi
title: Dicembre_1919_Pagina_114.jpg

description: Bulletin of 1919/12/19
DOI: 10.3535/63d-dz9-7ge
title: Pseudeustrotia candidula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/p8ek0m/sjpmij
title: Dicembre_1915_Pagina_127.jpg

description: Bulletin of 1915/12/22
DOI: 10.13130/rd_unimi/qaildc/8guahz
title: Gennaio_1911_Pagina_085.jpg

description: Bulletin of 1911/01/22
DOI: 10.3535/6pq-37t-h8g
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bay-fp5-18z
title: Acronicta (Viminia) menyanthidis (Esper)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/7d1sv5
title: Gennaio_1909_Pagina_119.jpg

description: Bulletin of 1909/01/30
DOI: 10.13130/rd_unimi/nsijbl/27l0m4
title: Gennaio_1913_Pagina_062.jpg

description: Bulletin of 1913/01/16
DOI: 10.13130/rd_unimi/y1p3pe/56lt7o
title: Dicembre_1916_Pagina_121.jpg

description: Bulletin of 1916/12/21
DOI: 10.13130/rd_unimi/zvkzj5/ufbisz
title: Dicembre_1918_Pagina_106.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/0lj-qgn-kv1
title: Lasionycta Aurivillius, 1892

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nm4-wf0-w77
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/r0dzgx
title: Dicembre_1914_Pagina_124.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/nnwzpa/s7txza
title: Gennaio_1910_Pagina_104.jpg

description: Bulletin of 1910/01/26
DOI: 10.3535/6ns-dgv-7ak
title: Semioscopis Hübner, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/i5awbn/xmgfww
title: Dicembre_1920_Pagina_106.jpg

description: Bulletin of 1920/12/18
DOI: 10.13130/rd_unimi/qcv3rk/4zakmo
title: Gennaio_1912_Pagina_066.jpg

description: Bulletin of 1912/01/17
DOI: 10.13130/rd_unimi/qg5zfl/4jy8tg
title: Dicembre_1919_Pagina_115.jpg

description: Bulletin of 1919/12/20
DOI: 10.3535/73l-xkx-zkl
title: Agonopterix angelicella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tx4-7d5-bf6
title: Lasionycta staudingeri Aurivillius, 1891

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/p8ek0m/c8kz1c
title: Dicembre_1915_Pagina_128.jpg

description: Bulletin of 1915/12/22
DOI: 10.13130/rd_unimi/qaildc/yjkvct
title: Gennaio_1911_Pagina_086.jpg

description: Bulletin of 1911/01/22
DOI: 10.3535/3dc-ph2-nf6
title: Apamea (Apamea) remissa (Hübner)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/icpdca
title: Gennaio_1909_Pagina_120.jpg

description: Bulletin of 1909/01/30
DOI: 10.13130/rd_unimi/y1p3pe/dekifc
title: Dicembre_1916_Pagina_122.jpg

description: Bulletin of 1916/12/21
DOI: 10.3535/6je-zwl-tkp
title: Apamea (Apamea) remissa (Hübner)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/ucfefr
title: Gennaio_1910_Pagina_105.jpg

description: Bulletin of 1910/01/27
DOI: 10.13130/rd_unimi/nsijbl/wnkkwf
title: Gennaio_1913_Pagina_063.jpg

description: Bulletin of 1913/01/16
DOI: 10.13130/rd_unimi/zvkzj5/en4ljb
title: Dicembre_1918_Pagina_107.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/ctd-aek-2k5
title: Nonagria typhae Thunberg, 1794

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/xqglft
title: Dicembre_1914_Pagina_125.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/qcv3rk/wj4eiv
title: Gennaio_1912_Pagina_067.jpg

description: Bulletin of 1912/01/17
DOI: 10.13130/rd_unimi/qg5zfl/a4403m
title: Dicembre_1919_Pagina_116.jpg

description: Bulletin of 1919/12/20
DOI: 10.13130/rd_unimi/i5awbn/hdd4kj
title: Dicembre_1920_Pagina_107.jpg

description: Bulletin of 1920/12/18
DOI: 10.13130/rd_unimi/qaildc/hp8vha
title: Gennaio_1911_Pagina_087.jpg

description: Bulletin of 1911/01/22
DOI: 10.3535/nh7-5er-8d4
title: Xestia (Pachnobia) sincera Herrich-Schäffer, 1851

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/jeciwa
title: Gennaio_1909_Pagina_121.jpg

description: Bulletin of 1909/01/31
DOI: 10.13130/rd_unimi/p8ek0m/eez7kv
title: Dicembre_1915_Pagina_129.jpg

description: Bulletin of 1915/12/22
DOI: 10.13130/rd_unimi/y1p3pe/tehkpq
title: Dicembre_1916_Pagina_123.jpg

description: Bulletin of 1916/12/21
DOI: 10.3535/77r-zrv-cd5
title: Agonopterix angelicella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a84-n7l-916
title: Agonopterix kaekeritziana (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nsijbl/njhp2c
title: Gennaio_1913_Pagina_064.jpg

description: Bulletin of 1913/01/16
DOI: 10.13130/rd_unimi/zvkzj5/pjolkz
title: Dicembre_1918_Pagina_108.jpg

description: Bulletin of 1918/12/18
DOI: 10.3535/2gj-mnb-6wc
title: Odontosia carmelita (Esper, 1799)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/veacjp
title: Gennaio_1910_Pagina_106.jpg

description: Bulletin of 1910/01/27
DOI: 10.13130/rd_unimi/qcv3rk/6grkes
title: Gennaio_1912_Pagina_068.jpg

description: Bulletin of 1912/01/17
DOI: 10.13130/rd_unimi/qg5zfl/q68jck
title: Dicembre_1919_Pagina_117.jpg

description: Bulletin of 1919/12/20
DOI: 10.3535/es0-kvm-02g
title: Nonagria typhae Thunberg, 1794

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lp6-194-aj6
title: Pararge Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/cgo8lw/chgeep
title: Dicembre_1914_Pagina_126.jpg

description: Bulletin of 1914/12/21
DOI: 10.13130/rd_unimi/i5awbn/jjmzww
title: Dicembre_1920_Pagina_108.jpg

description: Bulletin of 1920/12/18
DOI: 10.3535/q76-bfk-krs
title: Acronicta (Viminia) menyanthidis (Esper)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/fovnbv/ocxgjt
title: Gennaio_1909_Pagina_122.jpg

description: Bulletin of 1909/01/31
DOI: 10.13130/rd_unimi/p8ek0m/cmcvp6
title: Dicembre_1915_Pagina_130.jpg

description: Bulletin of 1915/12/22
DOI: 10.13130/rd_unimi/qaildc/2ghe5d
title: Gennaio_1911_Pagina_088.jpg

description: Bulletin of 1911/01/22
DOI: 10.13130/rd_unimi/y1p3pe/vg2b4x
title: Dicembre_1916_Pagina_124.jpg

description: Bulletin of 1916/12/21
DOI: 10.13130/rd_unimi/zvkzj5/fvvclu
title: Dicembre_1918_Pagina_109.jpg

description: Bulletin of 1918/12/19
DOI: 10.3535/2el-p65-7m4
title: Nymphula Schrank, 1802

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nsijbl/8tgylv
title: Gennaio_1913_Pagina_065.jpg

description: Bulletin of 1913/01/17
DOI: 10.13130/rd_unimi/qg5zfl/banmk8
title: Dicembre_1919_Pagina_118.jpg

description: Bulletin of 1919/12/20
DOI: 10.3535/q0t-vnv-k28
title: Autographa mandarina (Freyer, 1845)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y64-9dn-358
title: Caradrina (Paradrina) clavipalpis (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13130/rd_unimi/nnwzpa/qtmo6w
title: Gennaio_1910_Pagina_107.jpg

description: Bulletin of 1910/01/27
DOI: 10.13130/rd_unimi/qcv3rk/kxo2mr
title: Gennaio_1912_Pagina_069.jpg

description: Bulletin of 1912/01/18
DOI: 10.17026/ar/pauehi
title: PAN-00105414 - coin/coin-related, Wilhelmina (1898-1948), cent

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105414&lt;/p&gt;
description: Modified: 2025-07-29T09:26:12+02:00
DOI: 10.3535/3z2-m4y-bds
title: Xestia (Pachnobia) rhaetica Staudinger, 1871

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c1k-302-60e
title: Oncocera Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17960117
title: Unveiling Quasars in Gaia DR3: Multimodal Classification and Redshift Estimation of XP Sources with Deep Learning

description: Paper Abstract

We present a multimodal deep learning framework that classifies stars, galaxies, and quasars and accurately estimates quasar redshifts using Gaia DR3's low-resolution BP/RP (XP) spectra, alongside astrometric, photometric, and CatWISE mid-infrared data. Our hierarchical classification model achieves an overall accuracy of 99.90%. Evaluating class-specific performance under a one-vs-rest framework, a Precision of 99.61% and a Recall of 99.83% are achieved for quasars. Furthermore, our spectral redshift regression model, SpecNet-Z, attains a Root Mean Square Error (RMSE) of 0.0682, a Normalized Median Absolute Deviation ($\sigma_{\mathrm{NMAD}}$) of 0.0048, and a catastrophic outlier rate of only 0.42%, demonstrating superior performance to the template-fitting approach in Gaia DR3. Applying this framework to the ~219 million sources with public XP spectra, we produce the XP-Quasars catalog, containing 123,342 high-purity quasar candidates. This catalog includes 3,763 new candidates not listed in the official GDR3 catalog. Our work provides a robust and scalable method that serves as a valuable resource for current AGN and cosmological studies and as a vital precursor for the analysis of the complete XP spectra dataset anticipated in Gaia DR4.

Data Content

This dataset contains four CSV files, categorized into the derived candidate catalog and the training datasets used in our study:





xp_quasars.csv: The final catalog of XP-Quasar candidates. This catalog was generated by applying our multimodal deep learning framework to the complete list of Gaia DR3 sources with available XP spectra.




Training Datasets: The following three files contain the labeled sources used to train and validate our hierarchical classification and redshift estimation models:





star_label.csv: Labeled dataset for stars.




galaxy_label.csv: Labeled dataset for galaxies.




qso_label.csv: Labeled dataset for quasars.
DOI: 10.5281/zenodo.17960118
title: Unveiling Quasars in Gaia DR3: Multimodal Classification and Redshift Estimation of XP Sources with Deep Learning

description: Paper Abstract

We present a multimodal deep learning framework that classifies stars, galaxies, and quasars and accurately estimates quasar redshifts using Gaia DR3's low-resolution BP/RP (XP) spectra, alongside astrometric, photometric, and CatWISE mid-infrared data. Our hierarchical classification model achieves an overall accuracy of 99.90%. Evaluating class-specific performance under a one-vs-rest framework, a Precision of 99.61% and a Recall of 99.83% are achieved for quasars. Furthermore, our spectral redshift regression model, SpecNet-Z, attains a Root Mean Square Error (RMSE) of 0.0682, a Normalized Median Absolute Deviation ($\sigma_{\mathrm{NMAD}}$) of 0.0048, and a catastrophic outlier rate of only 0.42%, demonstrating superior performance to the template-fitting approach in Gaia DR3. Applying this framework to the ~219 million sources with public XP spectra, we produce the XP-Quasars catalog, containing 123,342 high-purity quasar candidates. This catalog includes 3,763 new candidates not listed in the official GDR3 catalog. Our work provides a robust and scalable method that serves as a valuable resource for current AGN and cosmological studies and as a vital precursor for the analysis of the complete XP spectra dataset anticipated in Gaia DR4.

Data Content

This dataset contains four CSV files, categorized into the derived candidate catalog and the training datasets used in our study:





xp_quasars.csv: The final catalog of XP-Quasar candidates. This catalog was generated by applying our multimodal deep learning framework to the complete list of Gaia DR3 sources with available XP spectra.




Training Datasets: The following three files contain the labeled sources used to train and validate our hierarchical classification and redshift estimation models:





star_label.csv: Labeled dataset for stars.




galaxy_label.csv: Labeled dataset for galaxies.




qso_label.csv: Labeled dataset for quasars.
DOI: 10.13130/rd_unimi/cgo8lw/oizrip
title: Dicembre_1914_Pagina_127.jpg

description: Bulletin of 1914/12/22
DOI: 10.13130/rd_unimi/fovnbv/c0kglh
title: Gennaio_1909_Pagina_123.jpg

description: Bulletin of 1909/01/31
DOI: 10.13130/rd_unimi/i5awbn/gltedl
title: Dicembre_1920_Pagina_109.jpg

description: Bulletin of 1920/12/19
DOI: 10.13130/rd_unimi/p8ek0m/ty4bln
title: Dicembre_1915_Pagina_131.jpg

description: Bulletin of 1915/12/22