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Subject: Data analysis & Modelling
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Research Article
A story of data won, data lost and data re-found: the realities of ecological data preservation
    Alison Specht, Matthew Bolton, Bryn Kingsford, Raymond Specht,     Lee Belbin
10.3897/BDJ.6.e28073
 07-11-2018
 Unique: 3906 | Total: 6264  | Access Period:
 Reprint: € 11,00
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Forum Paper
Visualizing natural history collection data provides insight into collection development and bias
    Vaughn Shirey
10.3897/BDJ.6.e26741
 03-10-2018
 Unique: 3154 | Total: 4805  | Access Period:
 Reprint: € 5,00
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Research Article
Resolving “orphaned” non-specific structures using machine learning and natural language processing methods
    Dongfang Xu,     Steven Chong, Thomas Rodenhausen,     Hong Cui
10.3897/BDJ.6.e26659
 10-08-2018
 Unique: 2473 | Total: 4041  | Access Period:
 Reprint: € 7,00
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Forum Paper
Liberating links between datasets using lightweight data publishing: an example using plant names and the taxonomic literature
    Roderic Page
10.3897/BDJ.6.e27539
 23-07-2018
 Unique: 3038 | Total: 5399  | Access Period:
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R Package
The taxlist package: managing plant taxonomic lists in R
    Miguel Alvarez,     Federico Luebert
10.3897/BDJ.6.e23635
 02-05-2018
 Unique: 4465 | Total: 8309  | Access Period:
 Reprint: € 6,00
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R Package
spind: an R Package to Account for Spatial Autocorrelation in the Analysis of Lattice Data
Gudrun Carl, Sam Levin,     Ingolf Kühn
10.3897/BDJ.6.e20760
 28-02-2018
 Unique: 9432 | Total: 15157  | Access Period:
 Reprint: € 8,00
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Single Taxon Treatment
On the absence of the Green-tailed Trainbearer Lesbia nuna (Trochilidae) from Venezuela: an analysis based on environmental niche modelling
    Paolo Ramoni Perazzi, Karl Schuchmann, Magdiel Ablan Bortone, Alejandra Soto Werschitz
10.3897/BDJ.5.e22092
 15-12-2017
 Unique: 3356 | Total: 6001  | Access Period:
 Reprint: € 14,00
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Data Paper
A crowdsourcing approach to collecting photo-based insect and plant observation records
    Takeshi Osawa, Takehiko Yamanaka, Yukinobu Nakatani, Jun Nishihiro, Shiori Takahashi, Suzuki Mahoro, Hironobu Sasaki
10.3897/BDJ.5.e21271
 06-11-2017
 Unique: 3445 | Total: 5577  | Access Period:
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Research Article
Applications of deep convolutional neural networks to digitized natural history collections
Eric Schuettpelz,     Paul Frandsen,     Rebecca Dikow, Abel Brown, Sylvia Orli, Melinda Peters, Adam Metallo,     Vicki Funk,     Laurence Dorr
10.3897/BDJ.5.e21139
 02-11-2017
 Unique: 6333 | Total: 12183  | Access Period:
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R Package
red - an R package to facilitate species red list assessments according to the IUCN criteria
    Pedro Cardoso
10.3897/BDJ.5.e20530
 19-10-2017
 Unique: 10299 | Total: 27313  | Access Period:
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Research Article
iCollections methodology: workflow, results and lessons learned
    Vladimir Blagoderov, Malcolm Penn, Mike Sadka, Adrian Hine, Stephen Brooks, Darrell Siebert, Chris Sleep, Steve Cafferty, Elisa Cane, Geoff Martin, Flavia Toloni,     Peter Wing, John Chainey, Liz Duffell, Rob Huxley, Sophie Ledger, Caitlin McLaughlin, Gerardo Mazzetta, Jasmin Perera, Robyn Crowther, Lyndsey Douglas, Joanna Durant, Elisabetta Scialabba, Martin Honey, Blanca Huertas, Theresa Howard, Victoria Carter, Sara Albuquerque, Gordon Paterson,     Ian Kitching
10.3897/BDJ.5.e21277
 28-09-2017
Updated version 2
 Unique: 5543 | Total: 8635  | Access Period:
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Research Article
iCollections methodology: workflow, results and lessons learned
    Vladimir Blagoderov, Malcolm Penn, Mike Sadka, Adrian Hine, Stephen Brooks, Darrell Siebert, Chris Sleep, Steve Cafferty, Elisa Cane, Geoff Martin, Flavia Toloni,     Peter Wing, John Chainey, Liz Duffell, Rob Huxley, Sophie Ledger, Caitlin McLaughlin, Gerardo Mazzetta, Jasmin Perera, Robyn Crowther, Lyndsey Douglas, Joanna Durant, Martin Honey, Blanca Huertas, Theresa Howard, Victoria Carter, Sara Albuquerque, Gordon Paterson,     Ian Kitching
10.3897/BDJ.5.e19893
 25-09-2017
 Unique: 6229 | Total: 10280  | Access Period:
 Reprint: € 11,00
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