cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48579/pro/6iqn7i/ir6i70
title: I-3113-F-ORI400-D3GT-93-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/0khork
title: G-3105-F-GPS31-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/ezvwm2
title: G-4021-M-ORI400-D3GT-94-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/gxdpfn
title: I-3008-M-GPS30-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/cnsxos
title: G-1018-ORI400-D3GT-135-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/osrlgj
title: G-3114-F-ORI400-D3GT-135-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/fchv4u
title: I-3097-M-ORI400-D3GT-197-2013-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/8yrgn8
title: PG-3078-M-GPS210-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/n0slgo
title: G-3019-M-AxyD-2.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/eni7rr
title: G-3052-F-ORI400-D3GT-200-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/4vfduu
title: PG-3091-F-ORI400-D3GT-42-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/5zyoxo
title: G-3025-M-GPS23-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/iunydx
title: PG-3118-M-ORI400-D3GT-135-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/zv6kkp
title: PG-3019-F-ORI400-D3GT-94-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/bgwqw4
title: G-3027-F-ORI400-D3GT-197-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/uxb4wz
title: I-4025-F-ORI400-D3GT-43-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/lmy0li
title: PG-3023-F-ORI400-D3GT-43-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/rjxalj
title: I-3102-M-GPS23-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/uo8i60
title: PG-3054-F-ORI400-D3GT-93-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/tqptil
title: I-3097-M-ORI400-D3GT-197-2013-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/wtj5np
title: G-3011-F-GPS30-2013.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/g3f1yf
title: PG-3078-M-ORI400-D3GT-198-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/ji6fbq
title: PG-3023-M-GPS30-2013.tab

description: :unav
DOI: 10.18167/dvn1/c7wtzb
title: Replication Data for: "Increased soil pH and dissolved organic matter after a decade of organic fertilizer application mitigates copper and zinc availability despite contamination"

description: Dataset of the paper entitled "Increased soil pH and dissolved organic matter after a decade of organic fertilizer application mitigates copper and zinc availability despite contamination" Seventy-four soil samples were collected over time from fields corresponding to three soil types upon which no, mineral, or organic fertilization had been applied over a decade, and thus exhibited a gradient of Cu and Zn contamination, pH, and organic matter concentration. Soil Cu and Zn contamination (i‧e. total and DTPAextractable Cu and Zn concentration), soil solution chemistry (i‧e. pH and dissolved organic matter concentration and aromaticity) and Cu and Zn availability (i‧e. total concentration and free ionic activity in solution and DGT-available concentration in soil) levels were measured. The Windermere humic aqueous model (WHAM) was used to estimate Zn2+ activity and dissolved organic matter (DOM) binding properties in soil solution.
DOI: 10.48579/pro/6iqn7i/lqu7wv
title: G-3025-M-ORI400-D3GT-197-acc.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/puj4ch
title: G-3052-F-ORI400-D3GT-200-dt.txt

description: :unav
DOI: 10.48579/pro/6iqn7i/iam84a
title: Deployment_LP_2020.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/uroxyg
title: Guard_2020_1.zip

description: :unav
DOI: 10.48579/pro/6iqn7i/tciio4
title: G3118FP7_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/mxenci
title: G3094FP4_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/3xpy4t
title: G3080MP11_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/n2gopr
title: G3077MP2_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/aaxio9
title: G3089MP9_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/zofri6
title: G3101FP18_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/povjc5
title: G3106MP4_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/poot8z
title: G3101MP5_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/d7mxmj
title: G4016MP7_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/sm4etn
title: G3084FP5_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/mo9wau
title: G4019FP9_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/cdz4tg
title: G23062FP4_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/slzteq
title: G23104FP2_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/zcabbp
title: G23046MP7_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/x33xs6
title: G4028FP19_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/u5xxyw
title: G23102FP23_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/o3i9hm
title: G23076MP10_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/24gows
title: G23085FP5_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/p3j8ro
title: G23120MP25_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/wy7vgp
title: Incubation_2020_1.zip

description: :unav
DOI: 10.48579/pro/6iqn7i/pzuqy3
title: I3093FP2_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/c3yzgo
title: I3100FP16_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/kygqro
title: I3105FP17_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/zr6yv3
title: I3093MP23_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/uiaif1
title: I4028MP25_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/k2ypkm
title: I23090FP25_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/d763zq
title: I23091MP23_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/hgslix
title: I23053FP11_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/6lj8wl
title: I23117MP10_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/ej8imb
title: I24019MP25_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/a4zag7
title: I23106FP23_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/p93mgi
title: PG3007MP7_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/hewni0
title: PG3002FP21_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/c5xyon
title: PG3018FP17_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/8igxnt
title: PostGuard_2020_2.zip

description: :unav
DOI: 10.48579/pro/6iqn7i/rdchst
title: PG3098FP12_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/p9pjqc
title: PG3102MP12_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/zr1mqj
title: PG3084MP11_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/art3eq
title: PG3081MP19_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/di8xf5
title: PGP3060FP9_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/3vsdde
title: PG3117FP4_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/qjzy2z
title: PG3104MP7_S2.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/2hd7gt
title: PG4016FP4_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/07e6tg
title: PG3118MP5_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/iwnu11
title: PG4019FP18_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/hkoewb
title: PG4026MP2_S1.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/jeasxa
title: Deployment_LP_2019.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/ssekeg
title: G3024MP4.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/clstit
title: G3027FP20.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/puglvh
title: G3090MP9.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/iyykel
title: G3013FP4.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/o442ph
title: G3079MP12.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/kzczvd
title: G3082MP10.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/qovate
title: G3097FP4.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/xcxxzg
title: G3027MP18.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/09gswl
title: G3096FP7.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/8mvb2h
title: G3022MP12.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/jocimg
title: Deployment_LP_2018.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/a4zi77
title: G3103MP17.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/whx4xq
title: G3114FP3.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/drhswz
title: G3103FP6.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/ctkn3k
title: G3114MP21.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/enqlhn
title: G3117FP9.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/v3v6b5
title: G3117MP7.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/kjokvc
title: G4019FP23.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/avywyl
title: G4028FP9.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/p9kgme
title: G4026FP10.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/5c28mr
title: G4018FP7.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/6j4cht
title: Deployment_LP_2017.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/l78zrc
title: I3060MP6.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/885ukx
title: I3013MP4.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/jvcpj4
title: I3022FP22.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/eqxcjp
title: I3082FP10.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/gglsx5
title: I3090FP22.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/lnfpe6
title: I3062MPP22.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/jnsqou
title: I4018MP5.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/cr9ehs
title: I4022FP22.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/dvr12v
title: I4028MP7.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/zqfvu9
title: I4026FP6.csv

description: :unav
DOI: 10.48579/pro/6iqn7i/8o3dfi
title: PG1038MP21.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/5ufcbd
title: PG3020MP23.tab

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DOI: 10.48579/pro/6iqn7i/gihgpv
title: PG3051MP19.tab

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DOI: 10.48579/pro/6iqn7i/paqv4k
title: PG3077FP10.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/ypc4rn
title: PG3020FP3.tab

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DOI: 10.48579/pro/6iqn7i/cltvbf
title: PG3051FP12.tab

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DOI: 10.48579/pro/6iqn7i/kiwcty
title: PG3116FP8.tab

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DOI: 10.48579/pro/6iqn7i/ttz0op
title: PG3100FP9.tab

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DOI: 10.48579/pro/6iqn7i/rgukvc
title: PG4016FP12.tab

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DOI: 10.48579/pro/6iqn7i/rhctld
title: PG3091MP5.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/idpplk
title: PG3091FP3.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/f9yudi
title: G3007FP3_S1.tab

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DOI: 10.48579/pro/6iqn7i/s5bj3k
title: G3005FP16_S1.tab

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DOI: 10.48579/pro/6iqn7i/hhzgjj
title: G3008FP8_S1.tab

description: :unav
DOI: 10.48579/pro/6iqn7i/6wlcj1
title: G1038MP2_S1.tab

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DOI: 10.48579/pro/6iqn7i/94vjpf
title: G3048MP10_S1.tab

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DOI: 10.48579/pro/6iqn7i/4sbrgz
title: G3020MP11_S1.tab

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DOI: 10.48579/pro/6iqn7i/hpb9lf
title: G3013FP10_S1.tab

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DOI: 10.48579/pro/6iqn7i/ybh8nj
title: G3060MP16_S1.tab

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DOI: 10.48579/pro/6iqn7i/1bk62c
title: G3079MP9_S1.tab

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DOI: 10.48579/pro/6iqn7i/un97be
title: G3082FP11_S1.tab

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DOI: 10.48579/pro/6iqn7i/ldwh19
title: G3093FP18_S1.tab

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DOI: 10.48579/pro/6iqn7i/e6kg8v
title: G3102MP12_S1.tab

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DOI: 10.48579/pro/6iqn7i/3skdj7
title: G3100MP19_S1.tab

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DOI: 10.48579/pro/6iqn7i/4gkjj0
title: G4016FP14_S1.tab

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DOI: 10.48579/pro/6iqn7i/3br2fc
title: G3117MP13_S1.tab

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DOI: 10.48579/pro/6iqn7i/f2b2rl
title: G4018FP15_S1.tab

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DOI: 10.48579/pro/6iqn7i/dthvdp
title: G4025FP12_S1.tab

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DOI: 10.48579/pro/6iqn7i/c8wmh7
title: G8061MP10_S1.tab

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DOI: 10.48579/pro/6iqn7i/oaygtf
title: G4020FP13_S1.tab

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DOI: 10.48579/pro/6iqn7i/swyf8b
title: G4018MP17_S1.tab

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DOI: 10.6084/m9.figshare.24422137
title: Database.xlsx

description: The Lone-Actor attack database for NSF project.
DOI: 10.6084/m9.figshare.24422137.v1
title: Database.xlsx

description: The Lone-Actor attack database for NSF project.
DOI: 10.48579/pro/6iqn7i/kqwy0j
title: I3053FP8_S1.tab

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DOI: 10.48579/pro/6iqn7i/ukwfor
title: I3091MP9_S2.tab

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DOI: 10.48579/pro/6iqn7i/kel7sy
title: I3051FP15_S1.tab

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DOI: 10.48579/pro/6iqn7i/mmrmp5
title: I3061MP10_S2.tab

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DOI: 10.48579/pro/6iqn7i/sm6x8r
title: I3100FP17_S1.tab

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title: I3076FP14_S1.tab

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DOI: 10.48579/pro/6iqn7i/bz4oah
title: I4025MP15_S1.tab

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DOI: 10.48579/pro/6iqn7i/bdnc3f
title: I4028FP12_S1.tab

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DOI: 10.48579/pro/6iqn7i/vnzz8r
title: I3121MP6_S1.tab

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DOI: 10.48579/pro/6iqn7i/mjpj55
title: I4016MP18_S2.tab

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DOI: 10.48579/pro/6iqn7i/ejf2i6
title: I8061FP5_S2.tab

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DOI: 10.48579/pro/6iqn7i/xeqjxk
title: I3106MP13_S1.tab

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DOI: 10.48579/pro/6iqn7i/yasihb
title: PG3008MP3_S1.tab

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DOI: 10.48579/pro/6iqn7i/cpdnzn
title: PG3013MP19_S1.tab

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DOI: 10.48579/pro/6iqn7i/keqi7v
title: PG3020FP18_S1.tab

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DOI: 10.48579/pro/6iqn7i/nxw0ib
title: PG3060FP8_S1.tab

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DOI: 10.48579/pro/6iqn7i/da02cz
title: PG3053MP17_S1.tab

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DOI: 10.48579/pro/6iqn7i/ql05w1
title: PG3051MP10_S2.tab

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DOI: 10.48579/pro/6iqn7i/ash9tq
title: PG3088FP20_S1.tab

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DOI: 10.48579/pro/6iqn7i/6lvekx
title: PG4028MP9_S2.tab

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DOI: 10.48579/pro/6iqn7i/tpoeie
title: PG3061FP7_S1.tab

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DOI: 10.48579/pro/6iqn7i/pfv5km
title: PG3118FP21_S1.tab

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DOI: 10.48579/pro/6iqn7i/ayf0on
title: PG3103FP6_S1.tab

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DOI: 10.48579/pro/6iqn7i/hca4fs
title: PG3076MP2_S1.tab

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DOI: 10.48579/pro/6iqn7i/xnc4sb
title: 4026_F_985052_171220.csv

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DOI: 10.48579/pro/6iqn7i/yrivah
title: 3091_M_985139_20171103.csv

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DOI: 10.48579/pro/6iqn7i/guti5q
title: 3089_F_605079_20171020.csv

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DOI: 10.48579/pro/6iqn7i/is82d0
title: 3121_M_628312_20171117.csv

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DOI: 10.48579/pro/6iqn7i/mt5imw
title: 3113_M_605453_20171025.csv

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DOI: 10.48579/pro/6iqn7i/2adcaz
title: 3089_M_460065_20171116.csv

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DOI: 10.48579/pro/6iqn7i/fqgohx
title: 3024_M_117967_171215.csv

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DOI: 10.48579/pro/6iqn7i/phijnw
title: 4018_M_984786_20171126.csv

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DOI: 10.48579/pro/6iqn7i/gpe0py
title: 3061_M_629377_171217.csv

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DOI: 10.48579/pro/6iqn7i/xfxqeb
title: 3022_F_984743_20171024.csv

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DOI: 10.48579/pro/6iqn7i/axjtc2
title: 3122_M_628167_20171117.csv

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DOI: 10.48579/pro/6iqn7i/m2ilwn
title: 3088_M_643851_20171029.csv

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DOI: 10.48579/pro/6iqn7i/fhcrgv
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DOI: 10.48579/pro/6iqn7i/5lq9ul
title: 3009_M_979247_171215.csv

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DOI: 10.48579/pro/6iqn7i/aiplz0
title: 4019_M_978588_20171123.csv

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DOI: 10.48579/pro/6iqn7i/yphnb6
title: 3081_F_628971_20171116.csv

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DOI: 10.48579/pro/6iqn7i/itj0pn
title: 3048_M_644011_20171116.csv

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DOI: 10.48579/pro/6iqn7i/bne2pv
title: 4028_M_453910_20171122.csv

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DOI: 10.48579/pro/6iqn7i/tooq69
title: 4017_M_604841_20171123.csv

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DOI: 10.48579/pro/6iqn7i/dww6vj
title: 3100_M_603764_171212.csv

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DOI: 10.48579/pro/6iqn7i/y9ptqy
title: 3101_F_118047_171215.csv

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DOI: 10.48579/pro/6iqn7i/0k0eem
title: 3048_F_605342_171017.csv

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DOI: 10.48579/pro/6iqn7i/dnownn
title: 3020_F_978872_171212.csv

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DOI: 10.48579/pro/6iqn7i/qk1mxx
title: 3100_M_603764_20171104.csv

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DOI: 10.48579/pro/6iqn7i/quave4
title: 3090_M_644978_171218.csv

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DOI: 10.48579/pro/6iqn7i/rvssoa
title: 3053_F_453730_20171111.csv

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DOI: 10.48579/pro/6iqn7i/tmbolw
title: 3061_F_628621_20171123.csv

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DOI: 10.48579/pro/6iqn7i/4kdyaw
title: 3100_F_454125_171215.csv

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DOI: 10.48579/pro/6iqn7i/r1urof
title: 3078_M_650799_20171127.csv

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DOI: 10.48579/pro/6iqn7i/57erzp
title: 3020_M_604937_20171101.csv

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DOI: 10.48579/pro/6iqn7i/wi4ia5
title: 4028_F_628212_171212.csv

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DOI: 10.48579/pro/6iqn7i/0fjw4o
title: 1038_F_978618_20171126.csv

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DOI: 10.48579/pro/6iqn7i/a8yvsl
title: 3098_M_453900_171214.csv

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DOI: 10.48579/pro/6iqn7i/f9axny
title: 3090_F_645303_20171125.csv

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DOI: 10.48579/pro/6iqn7i/lnuuq3
title: 3024_M_117967_171212.csv

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DOI: 10.48579/pro/6iqn7i/tounre
title: 3091_F_984804_20171122.csv

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title: 3082_F_978702_171220.csv

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DOI: 10.48579/pro/6iqn7i/yudkra
title: 4018_F_984747_20171123.csv

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DOI: 10.48579/pro/6iqn7i/tgwwft
title: 3122_F_978631_20171021.csv

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DOI: 10.48579/pro/6iqn7i/a5pgou
title: 3022_M_454101_20171117.tab

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DOI: 10.48579/pro/6iqn7i/o82edm
title: 1038_F_978618_20171126.tab

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DOI: 10.48579/pro/6iqn7i/0ml3pe
title: 3048_M_644011_20171116.tab

description: :unav
DOI: 10.48597/775u-4xge
title: Measurement of Mercury at Troll

description: Measurement of Mercury at Troll
DOI: 10.48597/7j73-ccjt
title: Measurement of Lead at K-puszta

description: Measurement of Lead at K-puszta
DOI: 10.48597/7tvq-v7bz
title: Measurement of Pressure at Donon

description: Measurement of Pressure at Donon
DOI: 10.48597/7vj8-w7sw
title: Measurement of Precipitation_amount at Irafoss

description: Measurement of Precipitation_amount at Irafoss
DOI: 10.48597/7wed-ve9g
title: Measurement of Particle_number_concentration at Lulin

description: Measurement of Particle_number_concentration at Lulin
DOI: 10.48597/7yt6-2xqj
title: Measurement of Benz_a_anthracene at Schauinsland

description: Measurement of Benz_a_anthracene at Schauinsland
DOI: 10.48597/824p-qfjp
title: Measurement of Sulphur_dioxide at Vorhegg

description: Measurement of Sulphur_dioxide at Vorhegg
DOI: 10.48597/8akb-xyqt
title: Measurement of Aerosol light scattering at Lulin

description: Measurement of Aerosol light scattering at Lulin
DOI: 10.48597/8kcj-7vhw
title: Measurement of Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/8kv3-jhrg
title: Measurement of Ozone at Rojen peak

description: Measurement of Ozone at Rojen peak
DOI: 10.48597/8t65-gfym
title: Measurement of Aerosol_absorption_coefficient at Neumayer

description: Measurement of Aerosol_absorption_coefficient at Neumayer
DOI: 10.48597/933j-tzue
title: Measurement of Precipitation_amount at Mahón

description: Measurement of Precipitation_amount at Mahón
DOI: 10.48597/98dr-g5fg
title: Measurement of Aerosol_absorption_coefficient at Lulin

description: Measurement of Aerosol_absorption_coefficient at Lulin
DOI: 10.48597/9eqm-bwyp
title: Measurement of Aerosol_absorption_coefficient at Montseny

description: Measurement of Aerosol_absorption_coefficient at Montseny
DOI: 10.48597/9pnc-ua5f
title: Measurement of Ozone at Doñana

description: Measurement of Ozone at Doñana
DOI: 10.48597/a26j-3d34
title: Measurement of Aluminium at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Aluminium at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/a2zv-aqqr
title: Measurement of Reactive_gaseous_mercury at Waldhof

description: Measurement of Reactive_gaseous_mercury at Waldhof
DOI: 10.48597/a8yu-9k57
title: Measurement of Pm25_mass at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Pm25_mass at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.26180/25406851
title: MLLM Art Appreciation Evaluation Results and Correct Response Terms Appendix

description: Multi-modal large language models (MLLMs) are primarily evaluated on objective measures such as reasoning, common sense and pattern recognition. However, there is a notable lack of testing involving open-ended responses which require human evaluation. In response to this, this paper presents a comparative analysis of the capacities of GPT-4V, Gemini Pro, Gemini Ultra and MPLUG Owl2 in visual art appreciation, a domain requiring complex competencies demonstrative of higher order cognitive fluency thus presenting a ripe area for the evaluation of human-like intelligences.A framework for the machine appreciation art was developed based on an established model of human aesthetic experience as a foundation. Seven questions were designed to assess each stage of this framework which outlines the nuanced capacities by which MLLMs can appreciate a visual art image. MLLMs were assessed on their long-form responses to this question set for ten distinct art images representing varying styles and mediums. <br><br>
DOI: 10.26180/25406851.v1
title: MLLM Art Appreciation Evaluation Results and Correct Response Terms Appendix

description: Multi-modal large language models (MLLMs) are primarily evaluated on objective measures such as reasoning, common sense and pattern recognition. However, there is a notable lack of testing involving open-ended responses which require human evaluation. In response to this, this paper presents a comparative analysis of the capacities of GPT-4V, Gemini Pro, Gemini Ultra and MPLUG Owl2 in visual art appreciation, a domain requiring complex competencies demonstrative of higher order cognitive fluency thus presenting a ripe area for the evaluation of human-like intelligences.A framework for the machine appreciation art was developed based on an established model of human aesthetic experience as a foundation. Seven questions were designed to assess each stage of this framework which outlines the nuanced capacities by which MLLMs can appreciate a visual art image. MLLMs were assessed on their long-form responses to this question set for ten distinct art images representing varying styles and mediums. <br><br>
DOI: 10.48597/ascv-set2
title: Measurement of Greenhouse gases at Mace Head

description: Measurement of Greenhouse gases at Mace Head
DOI: 10.48597/auhb-a55q
title: Measurement of Ozone at Grebenzen bei St. Lamprecht

description: Measurement of Ozone at Grebenzen bei St. Lamprecht
DOI: 10.48597/aw3c-f792
title: Measurement of VOC (hydrocarbons) at Kosetice (NOAK)

description: Measurement of VOC (hydrocarbons) at Kosetice (NOAK)
DOI: 10.48597/axb2-wfq4
title: Measurement of Ozone at Kårvatn

description: Measurement of Ozone at Kårvatn
DOI: 10.48597/b3nc-rvw4
title: Measurement of Greenhouse gases at Jungfraujoch

description: Measurement of Greenhouse gases at Jungfraujoch
DOI: 10.48597/b8xa-qpfm
title: Measurement of Pm10_mass at Montandon

description: Measurement of Pm10_mass at Montandon
DOI: 10.48597/bahd-w64y
title: Measurement of Ozone at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Ozone at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/bhph-prh5
title: Measurement of Particle_number_concentration at Lulin

description: Measurement of Particle_number_concentration at Lulin
DOI: 10.48597/bvnn-9uyv
title: Measurement of Aerosol light scattering at Bukit Kototabang

description: Measurement of Aerosol light scattering at Bukit Kototabang
DOI: 10.48597/c45g-khed
title: Measurement of Aerosol_absorption_coefficient at Lulin

description: Measurement of Aerosol_absorption_coefficient at Lulin
DOI: 10.48597/c7r6-k2ua
title: Measurement of Pm10_mass at Vorhegg

description: Measurement of Pm10_mass at Vorhegg
DOI: 10.48597/cjj5-ffdr
title: Measurement of Heavy metals and POPs (persistent organic pollutants) at Alfragide

description: Measurement of Heavy metals and POPs (persistent organic pollutants) at Alfragide
DOI: 10.48597/d8rm-xc4c
title: Measurement of Total_gaseous_mercury at Waldhof

description: Measurement of Total_gaseous_mercury at Waldhof