cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Antidesma bunius
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Antidesma
Antidesma bunius

description: * Antidesma bunius (L.) Sprengel (1824: 826)
Ecology: in wet evergreen forest, dipterocarp forest and teak forest; on river banks, at forest edges, along roadsides; in bamboo thickets; in semi-cultivated and cultivated areas; in shady or open habitats; usually in secondary but also in primary vegetation. It thrives best in open, sunny places (A. Lamb, pers. comm.), and is said to be common in the early stages of secondary forest succession, invading marginal grassland (Gruèzo in PROSEA 2, 1991: 79); on sand, loam or clay over (coral) limestone or granite bedrock; elevation: sea level up to 2100 m (Hoffmann 2006).
Distribution: Hawaiian Islands, Tahiti, India (incl. Andaman & Nicobar Islands), Sri Lanka, southern China (Hainan and Guangdong prov.), Myanmar, Thailand, Laos, Vietnam, Singapore, Sumatra, Christmas Island, Java, Borneo, Philippines, Sulawesi, Lesser Sunda Islands, Moluccas, New Guinea (Hoffmann 2006).
Specimens examined: Indonesia (Timor Barat): Kupang, [Kupang, 10°10’15” S, 123°36’25” E], 12 February 1936, Neth. Ind. For. Service bb 20264 (L [L.2175879]); Timor — Zippelius, A. s.n. (L [L.2175880]); Zippelius, A. s.n. (L [L.2175881]); Unknown s.n. (L [L.2175882]); Spanoghe, J. B. s.n. (L [L.2175884]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on page 138, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
Randomized controlled trial investigating the effectiveness of a multimodal mobile application for the treatment of chronic pain
Creators: name: Thomson, Cynthia J.
name: Pahl, Hanna
name: Giles, Luisa V.
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Mental Health

description: Until recently, treatments for chronic pain commonly relied on in-person interventions, and despite more hybrid care options today, capacity for delivery remains challenged. Digital programs focusing on the psychosocial aspects of pain may provide low-barrier alternatives. Through a randomized controlled trial, we investigated the effectiveness of a multimodal mobile application. Participants (n = 198; 82% women, mean age = 46.7 [13.1] years; mean pain duration 13.6 [11.2] years) with nonmalignant chronic pain were randomized to either a 6-week intervention (n = 98) or a wait-listed usual care group (n = 100). The intervention involved regular engagement with a user-guided mobile application (Curable Inc.) informed by the biopsychosocial model of pain that included pain education, meditation, cognitive behavioral therapy, and expressive writing. The co-primary outcomes were pain severity and interference at 6 weeks. We observed significant improvements in the intervention group compared to the control group with estimated changes of −0.67 (95% confidence interval [CI] −1.04 to −0.29, P < .001, d = 0.43) and −0.60 (95% CI −1.18 to −0.03, P = .04, d = 0.27) for pain severity and interference, respectively. There were significant improvements across secondary outcomes (Patient-Reported Outcome Measurement Information System pain interference; pain catastrophizing; anxiety, depression; stress). Frequency of app use was correlated with improved pain interference (P < .001) and pain catastrophizing (P = 0.018), and changes from baseline persisted in the intervention group at 12 weeks (P < .05). A short-term mobile app intervention resulted in significant improvements across physical and mental health outcomes compared to wait-listed usual care.
Antidesma ghaesembilla Gaertner 1788
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Antidesma
Antidesma ghaesembilla

description: * Antidesma ghaesembilla Gaertner (1788: 189)
Ecology: in savannah, grassland, open forest, dense scrubby forest and vine thickets; in fresh-water swamps, at the edge of mangrove, in coastal fringes; in waste areas around human habitation (Malay: “belukar”); also in mixed evergreen or deciduous forest, associated with Bischofia, Dipterocarpaceae, Eucalyptus, Ficus, Grevillea, Macaranga, Quercus, Terminalia; in teak-forest in Java; along roadsides and river banks; on dry to swampy ground; usually in secondary vegetation; on clay, sand, lateritic soil, black peat, limestone; sometimes on ultrabasic soil; over shale and granite bedrock; elevation: 0–1250 m (Hoffmann 2006).
Distribution: India incl. Nicobar Islands, Sri Lanka, southern China (Hainan, Guangdong prov.), Bangladesh, Myanmar, Thailand, Laos, Cambodia, Vietnam, Peninsular Malaysia, Sumatra, Java, Borneo (Kalimantan, Sabah), Philippines, Sulawesi, Lesser Sunda Islands, Moluccas, New Guinea, northern Australia (Hoffmann 2006).
Specimens examined: Indonesia (Timor Barat): {Oëpnion?}, 7 February 1966, Kooy, C. W. 356 (L [L.2176384]); Kupang, [Nonbaun, 9°54’22” S, 123°54’10” E], Teijsmann, H. B. 11623 (L [L.2176399]); South Central Timor, 10 March 1932, Neth. Ind. For. Service bb 16634 (L [L.2176400]); Timor — Zippelius, A. s.n. (L [L.2176386]); Unknown s.n. (L [L.2176387]); Zippelius, A. s.n. (L [L.2176388]); Unknown s.n. (L [L.2176389]); Zippelius, A. s.n. (L [L.2176390]); Spanoghe, J. B. s.n. (L [L.2176403]); Spanoghe, J. B. s.n. (L [L.2176402]); January 1935, Herb Museum Paris s.n. (L [L.2176404]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on pages 138-139, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
Lasiohelea habros
Creators: name: Chen, Haiying
name: Liu, Yangqing
name: Yu, Yixin
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Ceratopogonidae
Lasiohelea
Lasiohelea habros

description: Lasiohelea habros. sp. nov.
(FIGURE 1 A–F)
Diagnosis. Male, body brown; eyes bare; distal 4 flagellomere segments longate, the 13th segment is longest and with a terminal stylet; CR = 0.5; second radial cell short; clypeus with 5 fine bristles scattered in the middle; posterior border of scutellum with 9 stout bristles; gonostylus and aedeagus slender.
Description. Male, moderate size (Fig. 1 A). Compound eyes bare; distal 4 flagellomere segments distinctly elongated, flagellomere 13 with terminal stylet (Fig. 1 C, D), AR 0.56. Clypeus with 5 fine bristles scattered medially (Fig. 1 E). Thorax brownish, legs pale yellow. Wing length 0.95mm, width 0.36mm, macrotrichia sparsely distributed, second radial cell short, CR= 0.50 (Fig. 1 B); posterior border of scutellum with 9 stout bristles; hind tibia with 7 terminal bristles, 10 comb teeth. TR (I) 2.03, TR (II) 1.60, TR (III) 1.60. F-T(I) 111:111:65:32:26:18:19, F-T(II) 130:137:56:35:28:21:18, F-T(III) 138:141:67:45:32:20:18. Abdomen brown, gonostylus short, thick; aedeagus slender; apex of parameres slender, sharp, slightly bent outward (Fig. 1 F).
Discussion. This new species has highly distinctive genitalia that it is different from other species of Lasiohelea. It is similar to Lasioheleaoxyria Yu & Liu (1985) and Lasioheleawulai Lien (1991). However, it can be separated from those species by the arrangement and the number of the bristles on the clypeus. Furthermore, the fifteen segment of flagellomere was longest is the significant characteristic to distinguish from the other two species.
description: Published as part of Chen, Haiying, Liu, Yangqing & Yu, Yixin, 2012, Two new biting midges of the subfamily Forcipomyiinae Lenz (Diptera: Ceratopogonidae) from China, pp. 33-36 in Zootaxa 3582 on page 34, DOI: 10.5281/zenodo.214224
Myzus lythri
Creators: name: Stekolshchikov, Andrey V.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Myzus
Myzus lythri

description: Myzus lythri (Schrank, 1801)
Material. KDG: 28.ix.2023, Lythrum salicaria L., on stem at top of shoot at base of leaves, apt. and al.
description: Published as part of Stekolshchikov, Andrey V., 2024, A contribution to the aphid fauna (Homoptera, Aphidinea) of the Republic of Dagestan (the Russian Federation), with descriptions of three new species, redescription of Macrosiphum pulcherimum Nevsky, 1928, and descriptions of previously unknown morphs of three species, pp. 1-68 in Zootaxa 5545 (1) on page 53, DOI: 10.11646/zootaxa.5545.1.1, http://zenodo.org/record/14387282
Antidesma heterophyllum Blume 1827
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Antidesma
Antidesma heterophyllum

description: * Antidesma heterophyllum Blume (1827: 1123)
Ecology: in primary or secondary forest, thickets or dry shrubby heath forest (Malay: “kerangas”); on coral sand, sandy loam and limestone; andesite breccia; elevation: 1–750 m (Hoffmann 2006).
Distribution: Java, south-eastern Sulawesi (Binongko Island), Lesser Sunda Islands, Moluccas (Ambon, Manipa Island) (Hoffmann 2006).
Specimens examined: Indonesia (Timor Barat): Kupang, [Kupang, 10°10’15” S, 123°36’25” E], April 1803, Brown,R. s.n. (L [L.2176225]); Timor — Zippelius, A. s.n. (L [L.2176216]); Zippelius,A. s.n. (L [L.2176215]); Spanoghe, J. B. s.n. (L [L.2176214]); Spanoghe, J. B. s.n. (L [L.2176213]); Zippelius, A. s.n. (L [L.2176218]); Zippelius, A. s.n. (L [L.2176217]); Zippelius, A. s.n. (L [L.2176219]); Zippelius, A. s.n. (L [L.2176230]); Zippelius, A. s.n. (L [L.2176231]); Zippelius, A. s.n. (L [L.2176232]); Zippelius, A. s.n. (L [L.2176233]); Zippelius, A. s.n. (L [L.2176234]); Zippelius, A. s.n. (L [L.2176235]); Zippelius, A. s.n. (L [L.2176236]); Timor Leste: Baucau, [Baucau, 8°28’33” S, 126°27’23” E], 17 December 1953, van Steenis, C. G. G. J. 18078 (BM [BM015176373], L [L.2176223]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on page 139, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
“Discharge doesn’t mean the end”: Exploring success in discharge to community self-management for young adults living with chronic pain: A qualitative study
Creators: name: Kassam, Souraiya
name: Wong, Emi
name: Thompson, Marysa
name: Tran, Todd
name: Bosma, Rachael
name: Sheffe, Sarah
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Living with chronic pain as a young adult (YA) can impact the physical, emotional, social, cognitive, and role function domains of life. Once YAs receive care for their specialist chronic pain care they are expected to self-navigate a complex health care system to transition to community-based care (i.e. primary care). Inadequate discharge planning may increase the unique difficulties YAs face in self-management, which may lead to adverse health outcomes, suboptimal discharge, and a need to reaccess care. The purpose of this qualitative study is to explore how YAs with chronic pain define a successful discharge transition from a health service delivery model of specialized chronic pain services setting to self-management in a community setting (i.e. primary care) and contextual factors that promote discharge success. This qualitative study included young adults with chronic pain. Data were obtained through semistructured interviews, which were transcribed verbatim and analyzed using inductive content analysis. Ten participants identified that successful discharge includes the following considerations: (1) acknowledging the tension between moving forward and looking back, (2) a collaborative discharge process, and (3) the need for ongoing, relevant resources and support. This study provides a deeper understanding of how YAs with chronic pain characterize success in the discharge transition from specialized chronic pain services to community self-management. Our findings highlight the importance of provider–patient collaboration during the discharge planning process to develop a patient-centered self-management plan that incorporates community resources tailored to the needs of the individual to promote an optimal discharge.
Atrichopogon brenthus Chen, Liu & Yu, 2012, sp. nov.
Creators: name: Chen, Haiying
name: Liu, Yangqing
name: Yu, Yixin
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Ceratopogonidae
Atrichopogon
Atrichopogon brenthus

description: Atrichopogon brenthus sp. nov.
(FIGURE 2 A–E)
Diagnosis. Male, body in dark brown. Eyes bare; palpal third segment swollen with a small and deep sensory pit; wing without macrotrichia, CR=0.72, second radial cell broad and 2 times longer than first one; posterior border of scutellum with 4 stout bristles; hind tibia with 7 distal bristles; genitalia short and stout, gonostylus arm-shaped, aedeagal parameral complex long foot-like.
Description. Male, Moderate size (Fig. 2 A). Compound eyes bare, 4–10 antenna segments with long and dense verticil hairs; palpal segments in proportion of 8:16:25:11:16, the third segment swollen with small, deep sensory pit (Fig. 2 C); clypeus with 5 short, small bristles medially (Fig. 2 D). Thorax dark brown, legs pale brown; wing length 1.73mm,width 0.41mm, wing without macrotrichia; costa extending two-thirds of wing length, second radial cell broad and 2 times longer than first (Fig. 2 B); scutellum with 4 stout bristles; hind tibia with 7 bristles, 24 comb teeth. TR (I) 3.28, TR (II)2.92, TR (III)2.98. F-T(I) 173:168:105:32:–:–:–, F-T(II) 218:201:111:38:28:–:–, F-T(III) 208:201:125:42:21:20:21.Abdomen: tergum brown, genitalia short, stout caudal, margin of ninth tergum rounded, posterior border of ninth sterna straight. Gonostylus slender, arm-shaped, gonocoxite stout, ventral roots long, slender; aedeagal parameral complex long foot-like; median part of aedeagal parameral complex slightly convex at apex (Fig. 2 E).
Discussion. This species resembles to Atrichopogonfulvus Macfie, Atrichopogon jacobsoni (de Meijere), (Wirth & Ratanaworrabhan, 1992, 1993) and Atrichopogon granditergitus (Borkent & Picado, 2004) in the structure of the genitalia. However, the former two species have the posterior border of the scutellum with 6 stout bristles and the latter species has cell r5 with dense macrotrichia. The new species is distinguished by the eyes bare, posterior border of scutellum with 4 stout bristles, aedeagal parameral complex long foot-like and wings without macrotrichia.
description: Published as part of Chen, Haiying, Liu, Yangqing & Yu, Yixin, 2012, Two new biting midges of the subfamily Forcipomyiinae Lenz (Diptera: Ceratopogonidae) from China, pp. 33-36 in Zootaxa 3582 on page 35, DOI: 10.5281/zenodo.214224
Patient-Reported Wait Times and the Impact of Living with Chronic Pain on their Quality of Life: A Waiting Room Survey in Chronic Pain Clinics in Ontario, Manitoba, and Quebec
Creators: name: Liddy, Clare
name: Cooper, Lynn
name: Bellingham, Geoff
name: Deyell, Tracy
name: Ingelmo, Pablo
name: Moroz, Isabella
name: Poulin, Patricia
name: Singer, Alexander
name: Logan, Gabrielle S.
name: Visca, Regina
name: Zahrai, Amin
name: Buckley, Norman
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences

description: Wait times at Canadian multidisciplinary pain clinics have been reported as excessive for nearly 2 decades. The aim of this study was to gain insight into the patient experience of waiting for chronic pain specialty care. A cross-sectional survey of new patients waiting for an appointment was conducted in six multidisciplinary pain clinics, including one pediatric clinic, in Ontario, Quebec, and Manitoba between February 2020 and October 2022. Participants were asked about the length of time they waited for their appointment since being referred, their quality of life, health care professionals seen while waiting, and an open-ended question, “Is there anything else you’d like to tell us?” Among the 493 adult and 100 pediatric respondents, 53% of adults and 82% of children reported wait times under 6 months, whereas 22% of adults and 4% of children waited longer than a year. Between 52% and 63% of adults and 29% to 48% of children reported being affected by chronic pain “quite a bit” or “extremely” on measures of quality of life. The most visited health care professionals while waiting for a pain clinic appointment were family doctors/nurse practitioners for adults and physiotherapists for children. Qualitative analysis of open-ended question responses revealed eight themes: system navigation issues, administrative issues, decreased quality of life, distress, self-advocacy, coping strategies, communication, and distrust. Our findings provide real-time regional snapshots into the impact of long wait times experienced by Canadians living with chronic pain. There is an urgent need to better support patients during the waiting period. Expanding technologies such as electronic consultation hold great promise.
Larnaca Walker 1869
Creators: name: Bian, Xun
name: Guo, Li-Ying
name: Shi, Fu-Ming
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Orthoptera
Haglidae
Larnaca

description: Genus Larnaca Walker, 1869
Larnaca: Walker, 1869. Catalogue of the Specimens of Dermaptera Saltatoria in the Collection of the British Museum, 1:190; Gorochov, 2003. Entomologicheskoe Obozrenie, 82(3): 643.
Diagnosis. Body moderate, robust, black to dark brown. Occiput smooth or with inconspicuous spots; fastigium verticis wider than scape. Antennal scape elongate, with a swelling on internal margin near base. Eyes prominent; median and lateral ocelli conspicuous. Anterior margin of pronotum slightly projecting, posterior margin truncate. Meso- and metasternum rounded, not or scarcely lobed. Tegmina usually much longer than pronotum and not reaching apices of hind femora, black or yellowish brown, veins reduced, blackish or darker than the cells; R vein usually simple, sometimes simply forked close to tip; Rs arising from radial stem about the middle, usually simple or arising before the middle then forked again; M vein simple, not united with R vein at base of tegmina; Cu vein simple, free. Hind wings reduced or absent, hyaline or a little somky; Rs+M with simple. Fore coxae with a small, sharp spine. Fore and middle unarmed on ventral surface, hind femora with outer spines on ventral surface. Fore and middle tibiae with 4 pairs of long and developed moving spurs on ventral surface, of the basal spurs slightly longer than apical ones; apices of middle tibiae unarmed or with 1 apical spur on inner margin. Hind tibiae with 2 rows of spines on dorsal surface and 1–2 inner spines on ventral surface. Male. Abdomen without stridulatory area. Ninth abdominal tergite obviously projecting backwards, with 1 pair of heavily sclerotized crossed hooks; bases of hooks with mobile rounded convexities, apex acute; cerci styliform. Subgenital plate broad, subapical area with normal and clearly developed styli. Female. Copulatory depressions situated on the apical area of seventh abdominal tergite. Apical area of subgenital plate not bent forwards and downwards. Ovipositor as long as or shorter than hind femora, strongly bent upwards, dorsal and ventral margin s smooth.
Distribution. China, Indonesia, Malaysia, Thailand, Vietnam.
FIGURE S A–D. Larnaca (Larnaca) emarginata Bian, Guo & Shi, sp. nov. male: A. head in frontal view; B. pronotum and tegmina in dorsal view; C. apex of ninth abdominal tergite in apical view; D. subgenital plate in ventral view. Scale bars: = 1mm.
description: Published as part of Bian, Xun, Guo, Li-Ying & Shi, Fu-Ming, 2015, A new record of Larnaca Walker, 1869 (Orthoptera: Gryllacrididae: Gryllacridinae) from China with description of a new species, pp. 292-294 in Zootaxa 3994 (2) on pages 292-293, DOI: 10.11646/zootaxa.3994.2.9, http://zenodo.org/record/239508
Antidesma montanum Blume 1827
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Antidesma
Antidesma montanum

description: * Antidesma montanum Blume (1827: 1124)
Ecology: in primary and secondary evergreen to deciduous vegetation; in mixed dipterocarp forest; in riparian and littoral forest; in coastal forest and on beaches; in monsoon forest and teak-forest (“djatibosch” = Malay ‘Jati forest’), in Agathis forest; in bamboo groves; in peat swamp forest; in heath forest, thickets, grasslands and along roadsides, waste land (Malay: “belukar”); also in mossy montane forest; usually in understorey; from deep shade to total exposure; on dry to wet or seasonally flooded ground; common in most places, with extremely high ecological amplitude; it is the dominant species in inland Krakatau (Whittaker, pers. comm.); on sand, clay, loam, peat, volcanic and ultrabasic soil, over limestone, sandstone or granite; elevation: sea level up to 2000 m (Hoffmann 2006).
Distribution: India (incl. Andaman & Nicobar Islands), Bhutan, Bangladesh, China, Taiwan, Japan (only Ryukyu Islands), Thailand, Laos, Cambodia, Vietnam, Peninsular Malaysia, Sumatra, Java, Borneo, Philippines, Sulawesi, Lesser Sunda Islands, Moluccas, Papua New Guinea, Australia, southern (only Prince of Wales Island) (Hoffmann 2006).
Specimens examined: Timor —{loc. not specified}, 1881, Forbes, H. O. 3725 (BM [BM015176356], L [L.2186179]); Timor Leste: Lautém, c. 6 km west of Lore, [8°40’13” S, 126°58’28” E], 26 February 2006, Cowie, I.D. & Pinto, P. 10976 (L [L.2186182]); footslopes of Mt. Paitxau range, [8°28’31” S, 127°10’06” E], 28 October 2006, Cowie, I.D. & Santana F. 11341 (L [L.3784521]); [Mehara area, 8°27’47” S, 127°10’33” E], 2 October 2005, Cowie, I.D. 10688 (L [L.2186181]); Manufahi, [Bubususu, 8°54’52” S, 125°47’00” E], 1881, Forbes, H. O. 4077 (BM [BM015176355], L [L.2186180]); Viqueque, [Luca, 8°56’ S, 126°15’ E], 8 May 1970, Metzner, J. 148 (L [L.2186140]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on page 139, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
Functional Distributional Semantics
Creators: name: Emerson, G
name: Copestake, A
Publisher: name: The Association for Computational Linguistics
Year: 2016
Subjects: cs.CL

description: Vector space models have become popular in distributional semantics, despite the challenges they face in capturing various semantic phenomena. We propose a novel probabilistic framework which draws on both formal semantics and recent advances in machine learning. In particular, we separate predicates from the entities they refer to, allowing us to perform Bayesian inference based on logical forms. We describe an implementation of this framework using a combination of Restricted Boltzmann Machines and feedforward neural networks. Finally, we demonstrate the feasibility of this approach by training it on a parsed corpus and evaluating it on established similarity datasets.
Additional file 2: Figure S1. of Isolation and genetic characterization of a novel 2.2.1.2a H5N1 virus from a vaccinated meat-turkeys flock in Egypt
Creators: name: Salaheldin, Ahmed
name: Veits, Jutta
name: El-Hamid, Hatem Abd
name: Harder, Timm
name: Devrishov, Davud
name: Mettenleiter, Thomas
name: Hafez, Hafez
name: Elsayed Abdelwhab
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Evolutionary Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Phylogenetic analysis of internal protein coding gene segments of A/turkey/Egypt/AR1507/2016 to other related H5N1 viruses in poultry and humans. Phylogenetic analysis of non HA/NA genes of Egyptian viruses showing different genetic clades. Viruses in 2015 from Egypt including A/turkey/Egypt/AR1507/2016 are clustered in clade 2.2.1.2. The tree was generated by MrBayes under the best-fit model selected by jModelTest. (PDF 701Â kb)
MOESM1 of Galectin-3: an early predictive biomarker of modulation of airway remodeling in patients with severe asthma treated with omalizumab for 36Â months
Creators: name: Riccio, Anna
name: Mauri, Pierluigi
name: Ferrari, Laura
name: Rossi, Rossana
name: Silvestre, Dario Di
name: Benazzi, Louise
name: Chiappori, Alessandra
name: Negro, Roberto Dal
name: Micheletto, Claudio
name: Canonica, Giorgio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Physiology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Plant Biology
subject: Virology

description: Additional file 1. Natural logarithm (ln) of fold change between baseline (T0) and long term anti-IgE treatment (T36) for each subject. Significant values (ln[Fold Change]>|0.6| are are reported in red or blue: positive (blue) and negative (red) values indicate increase and decrease at T36, respectively. Specifically, for ln(Fold Change) >0.6 (blue) increase at T36; on the contrary, if it is
Tissue-specific proteomics approach to characterize protein function
Creators: name: Fiagbedzi, Emmanuel Kwasi
Publisher: name: The University of Edinburgh
Year: 2024
Subjects: C. elegans
FACS
protein functions
proteomic analysis

description: Tissue-specific proteomic analysis in whole organisms is highly challenging, requiring systematic approaches to identify the protein expression profiles of tissues in their native environment. I report the development of a pipeline to study tissue-specific proteomes. Using a transgenic C. elegans whole worm as a model, I fluorescently labelled embryonic neuronal tissues, isolated intact neurons using Fluorescence-Activated Cell Sorting (FACS) and determined the protein composition of these neurons by mass spectrometry. I discovered more than 170 differentially expressed proteins in the C. elegans embryonic nervous system, including 40 previously uncharacterized proteins. Additionally, I developed a pipeline to predict the function of proteins by combining datasets of different resolutions. Typically, protein functions are predicted using only one dataset at a time, based on factors like cellular location, interaction, or co-expression with other proteins. In this study, I employed a machine learning approach to integrate properties from immunofluorescence images, affinity purification mass spectrometry data, and protein covariation data, creating a unified predictor of protein function. Overall, my model effectively identifies proteins involved in specific reaction pathways. A combination of these two pipelines has the potential of identifying and predicting the function of uncharacterized proteins in specific tissues.
Optimiser la gestion de la douleur chronique : explorer la contribution essentielle du personnel infirmier en soins primaires
Creators: name: Bernier, Andréanne
name: Poitras, Marie-Eve
name: Lacasse, Anaïs
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Biophysics
subject: Cell Biology
subject: Molecular Biology
subject: Neuroscience
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Immunology
subject: FOS: Clinical medicine
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Plant Biology
subject: Computational Biology

description: Optimiser la gestion de la douleur chronique : explorer la contribution essentielle du personnel infirmier en soins primaires
Antidesma subcordatum Merrill 1909
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Antidesma
Antidesma subcordatum

description: * Antidesma subcordatum Merrill (1909: 275)
Ecology: elevation: 20–200 m (Hoffmann 2006).
Distribution: Philippines (Coron, Corregidor, Luzon, Masbate, Palawan), Lesser Sunda Islands (Flores, Timor) (Hoffmann 2006).
Specimens examined: Indonesia (Timor Barat): Kupang, [Panite, 10°04’13” S, 124°13’42” E], Sauveur, E. G. 147 (L [L.2187450]); South Central Timor,{Boesufa?}, 2 February 1966, Kooy, C. W. 349 (L [L.2187448]); {loc. not specified}, 11 March 1932, Neth. Ind. For. Service bb 16638 (L [L.2187451]). Red List Assessment: Not Assessed.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on pages 139-140, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
title: Estimation and Management of Observation Time for Low Earth Orbit Satellite
Creators: name: Cagirdar, Serdar
Publisher: name: Old Dominion University
publisherIdentifier: https://ror.org/04zjtrb98
publisherIdentifierScheme: ROR
Year: 2010

description: In this thesis, time to observation for a generic low Earth orbit satellite after being tasked for reconnaissance of a particular surface target is investigated. A closed-form Keplerian propagation of the nominal orbit is used as the process for computing a solution to the time to observation for both scanning and staring sensors. Orbital maneuvers to reach the target sooner than the nominal trajectory are also considered. In this way time to observation is managed. Lambert's problem, which is used to determine an orbit of a satellite from two position vectors and the time of flight between them, is used to manage the impulse maneuvers. A monopropellant propulsion system is used as a model to calculate the fuel costs. The presented algorithms work for all orbital eccentricities and are implemented in the Matlab software environment. Several cases are investigated throughout the study. Simulation results show that the methodology can provide quite accurate estimations for .the time to observation both in the nominal orbit and with orbital maneuvers, and the algorithm also provides estimation for fuel costs.
Myzus (Galiobium) langei
Creators: name: Stekolshchikov, Andrey V.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Aphididae
Myzus
Myzus langei

description: Myzus (Galiobium) langei (Börner, 1933)
Material. BKh: 25.ix.2023, Galium sp., on tops of shoots in leaves bunched together, apt. and al.
description: Published as part of Stekolshchikov, Andrey V., 2024, A contribution to the aphid fauna (Homoptera, Aphidinea) of the Republic of Dagestan (the Russian Federation), with descriptions of three new species, redescription of Macrosiphum pulcherimum Nevsky, 1928, and descriptions of previously unknown morphs of three species, pp. 1-68 in Zootaxa 5545 (1) on page 53, DOI: 10.11646/zootaxa.5545.1.1, http://zenodo.org/record/14387282
Breynia cernua Muller Argoviensis 1866
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Breynia
Breynia cernua

description: Breynia cernua Müller Argoviensis (1866: 439)
Ecology: shrub or tree (POWO 2023).
Distribution: Java to New Guinea, Australia (Northern Territory), Solomon Islands (POWO 2023).
Specimens examined: Indonesia — Timor Barat Kupang, [Hansisi, 10°10’56” S, 123°29’38” E], 28 December 1995, Hidayat, A. A. H. AH 88 (L [L.2200449]); [Kupang, 10°10’15” S, 123°36’25” E], 2 March 1939, Bloembergen, S. 3337 (L [L.2200506]); South Central Timor,{Nipol}, 14 April 1929, Walsh, M.E. 222 (BM [BM013719604]); [Soe, 9°51’39” S, 124°16’58” E], 1 February 1929, Walsh, M.E. 68 (BM [BM000561035]);{Nonohonis}, 6 February 1981, Kooy, C. W. 1274 (L [L.2200507]); Timor ---{loc. not specified}, January 1882, Forbes, H. O. 3652 (ALA, L [L.2200442/3]); Unknown s.n. (L [L.2200508]); Zippelius, A. s.n. (L [L.2200510]); January 1900, Unknown s.n. (L [L.4421315]); January 1900, Unknown 439 (L [L.4421313]); Timor Leste: January 1962, Cinatti, R. 241 (L [L.2200511]); {loc. not specified}, 1882, Forbes, H. O. 3709 (BM [BM013719593]); 1882, Forbes, H. O. 3905 a (BM [BM013719590]); Baucau, [Baucau, 8°28’33” S, 126°27’23” E], December 1953, van Steenis, C. G. G. J. 18608 (L [L.4421312]); Lautém, [Mehara area, 8°23’46” S, 127°11’12” E], 3 October 2005, Cowie, I.D. & Xavier A. F. 10723 (L [L.2200491]); Manufahi, [Bubususu, 8°54’52” S, 125°47’00” E], 1882, Forbes, H. O. 4039 (BM [BM013719591]); Viqueque, [Mundo Perdido, Mont, 8°43’16” S, 126°19’56” E], 15 June 1970, Metzner, J. 247 (L [L.2200440]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on page 140, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
MOESM3 of Galectin-3: an early predictive biomarker of modulation of airway remodeling in patients with severe asthma treated with omalizumab for 36 months
Creators: name: Riccio, Anna
name: Mauri, Pierluigi
name: Ferrari, Laura
name: Rossi, Rossana
name: Silvestre, Dario Di
name: Benazzi, Louise
name: Chiappori, Alessandra
name: Negro, Roberto Dal
name: Micheletto, Claudio
name: Canonica, Giorgio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 3. Virtual 2D map in logarithmic scale of FFPE bronchial biopsies, generated using MAProMa software (546 proteins). Proteins are plotted according to their theoretical pI and MW. A color/shape code is assigned to each protein according to SEQUEST score value. Proteins with score ≤15 are reported as yellow/triangle, proteins with score ≥35 are reported as red/circle, and proteins in the range 15–35 are reported as blue/square. The protein lists are reported in Additional file 2.
Hippopotamodon
Creators: name: Pickford, M.
Publisher: name: Zenodo
Year: 2016
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Mammalia
Artiodactyla
Suidae
Hippopotamodon

description: Genus Hippopotamodon LYDEKKER, 1877
Type species. Hippopotamodon sivalense LYDE- KKER, 1877
Diagnosis. Large Suinae in which the males have flaring canines (smaller in Turolian species); molar enamel relatively thin; molars structurally simple with well-developed Fürchenplan; buccal cusps in lower molars noticeably lower crowned than lingual ones; P4/ with posterior accessory cusp almost as large as two main buccal cusps; sagittal cusplets present in central valley between the protocone and the paracone-metacone; p/1 often absent in some Turolian populations; posterior choanae U-shaped, open immediately behind M3/; p/4 with prominent innenhugel and 2-3-4 cusp, anterior cingulum and ac-1 cusp moderately high; diastema between c/1–p/1–p/2 short; broad flat dorsal surface to braincase; the maxillae of males possess a large supracanine flange with a highly rugose dorsal surface, females do not have such a flange (modified from Pickford 1988, 2015).
Other species in the genus:
Hippopotamodon antiquus (KAUP, 1833)
Hippopotamodon major (GERVAIS, 1850)
Hippopotamodon etruscus (MICHELOTTI, 1861)
Hippopotamodon erymanthius (ROTH et WAGNER, 1854)
Hippopotamodon hyotherioides (SCHLOSSER, 1903)
Hippopotamodon pilgrimi (PICKFORD, 1988)
Hippopotamodon ultimus (HAN, 1987)
Note. Pickford (1988) retained two genera for the large Late Miocene suines, Hippopotamodon and Microstonyx. Whilst there are some morphological differences between the various species included in these “genera”, they are relatively minor, concerning principally the canine, which is rare or absent in many collections. Perusal of the literature reveals that the decision to identify a fossil as Hippopotamodon or Microstonyx has often boiled down to where it came from (Indo-Pakistan for Hippopotamodon; Europe for Microstonyx), rather than on morphological evidence. For this reason, in this paper Hippopotamodon is employed for these suids, regardless of their provenience. Part of the reason for doing this is that adoption of two genus names gives the impression that there are important biogeographic differences between Europe and Indo-Pakistan during the Vallesian and Turolian, which is probably not the case.
description: Published as part of Pickford, M., 2016, Hippopotamodon erymanthius (Suidae, Mammalia) from Mahmutgazi, Denizli-Çal basin, Turkey, pp. 183-201 in Fossil Imprint 72 on pages 185-186, DOI: 10.5281/zenodo.1432664
Breynia macrantha Chakrabarty & Balakrishnan 2012
Creators: name: Simão, Inês F.
name: Silveira, Paulo C.
name: Wajer, Jacek
name: Schuiteman, André
name: Welzen, Peter Van
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Malpighiales
Phyllanthaceae
Breynia
Breynia macrantha

description: Breynia macrantha (Hassk.) Chakrabarty & Balakrishnan (2012: 121)
Ecology: (dry) evergreen forest, primary forest, secondary forest (with much bamboo), scrub; very dry to swampy, along rivers, ridges, on steep slopes; soil: deep fertile soil, humus rich to swampy boulder strewn soil; limestone bedrock; elevation: 200–2000 m (van Welzen 2003).
Distribution: NE India to S China, SE Asia, throughout Malesia to N Australia (van Welzen 2003).
Specimens examined: Timor Leste: Viqueque, [Mundo Perdido, Mont, 8°43’16” S, 126°19’56” E], 28 September 2006, Pinto, P. & Santana, F. 44 (L [L.4310999]).
Red List Assessment: Least Concern.
description: Published as part of Simão, Inês F., Silveira, Paulo C., Wajer, Jacek, Schuiteman, André & Welzen, Peter Van, 2024, Checklist of the Timorese Euphorbiaceae and related families, pp. 123-149 in Phytotaxa 661 (2) on page 140, DOI: 10.11646/phytotaxa.661.2.1, http://zenodo.org/record/13218376
A handheld diagnostic system for 6LoWPAN networks
Creators: name: Rodenas-Herraiz, D
name: Fidler, PRA
name: Feng, T
name: Xu, X
name: Nawaz, S
name: Soga, K
Publisher: name: IEEE
Year: 2017
Subjects: 4605 Data Management and Data Science
4606 Distributed Computing and Systems Software
46 Information and Computing Sciences

description: The successful deployment of low-power wireless sensor networks (WSNs) in real application environments is a much broader exercise than just the simple instrumentation of the intended monitoring site. Many problems, from node malfunctions to connectivity issues, may arise during commissioning of these networks. These need to be corrected on the spot, often within limited time, to avoid undesired delays in commissioning and yet a fully functional system does not guarantee that no new problems will occur after leaving the site. In this paper we present the first ever (to our knowledge) implementation of a handheld diagnostic system for fast on-site commissioning of low-power IPv6 (6LoWPAN) WSNs as well as troubleshooting of network problems during and after deployment. This system can be used where traditional solutions are insufficient to ascertain the root causes of any problems encountered at no additional complexity in the implementation of the WSN. The embedded diagnosis capability in our system is based on a lightweight decision tree that distills the functioning of communication protocols in use by the network, with a major focus on interoperable IPv6 standards and protocols for low-power WSNs. To show the applicability of our system, we present a set of experiments based on results from a real deployment in a large construction site. Through these experiments, important performance insights are gained that can be used as guidelines for improvement of operation and maintenance of 6LoWPAN networks.
MOESM3 of Galectin-3: an early predictive biomarker of modulation of airway remodeling in patients with severe asthma treated with omalizumab for 36 months
Creators: name: Riccio, Anna
name: Mauri, Pierluigi
name: Ferrari, Laura
name: Rossi, Rossana
name: Silvestre, Dario Di
name: Benazzi, Louise
name: Chiappori, Alessandra
name: Negro, Roberto Dal
name: Micheletto, Claudio
name: Canonica, Giorgio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Biotechnology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 3. Virtual 2D map in logarithmic scale of FFPE bronchial biopsies, generated using MAProMa software (546 proteins). Proteins are plotted according to their theoretical pI and MW. A color/shape code is assigned to each protein according to SEQUEST score value. Proteins with score ≤15 are reported as yellow/triangle, proteins with score ≥35 are reported as red/circle, and proteins in the range 15–35 are reported as blue/square. The protein lists are reported in Additional file 2.
The Sensitivity to Pain Traumatization Scale–Child Version (SPTS-C): Development and preliminary validation
Creators: name: Pavlova, Maria
name: Beveridge, Jaimie K.
name: Soltani, Sabine
name: Maunder, Larah
name: Salomons, Tim V.
name: Katz, Joel
name: Noel, Melanie
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Computational Biology

description: Sensitivity to pain traumatization is defined as the propensity to develop cognitive, affective, and behavioral responses to pain that resemble a traumatic stress reaction. To date, sensitivity to pain traumatization has been assessed in adults (Sensitivity to Pain Traumatization Scale [SPTS-12]) and parents of youth with chronic pain (Sensitivity to Pain Traumatization Scale–Parent version [SPTS-P]). SPT may be relevant in the context of pediatric chronic pain given the substantial comorbidity between posttraumatic stress symptoms and pain. This prospective study aimed to adapt the SPTS-12 for use in youth and to evaluate the psychometric properties of the new scale. Participants included 175 youth with chronic pain (Mage = 14.31 years, 73% girls) referred to outpatient chronic pain programs. At baseline, youth self-reported the levels of their sensitivity to pain traumatization (Sensitivity to Pain Traumatization Scale–Child version [SPTS-C]), as well as their pain symptoms, pain-related anxiety, posttraumatic stress symptoms, and attentional control. Three months later, youth self-reported their pain symptoms and completed the SPTS-C. The SPTS-C had a one-factor structure that explained 48% of variance and demonstrated good reliability and construct validity. SPTS-C baseline scores predicted follow-up levels of pain interference but not pain intensity or pain unpleasantness. The results provide preliminary evidence for the psychometric properties of the SPTS-C and the potential role of SPT in pediatric chronic pain outcomes.
Comparing semantic frameworks for dependently-sorted algebraic theories
Creators: name: Ahrens, Benedikt
name: Lumsdaine, Peter LeFanu
name: North, Paige Randall
Publisher: name: arXiv
Year: 2024
Subjects: subject: Category Theory (math.CT)
subject: Programming Languages (cs.PL)
subject: Logic (math.LO)
subject: FOS: Mathematics
subject: FOS: Computer and information sciences
subject: 18C50 Categorical semantics of formal languages (primary), 03G30 Categorical logic and topoi, 03B15 Higher-order logic and type theory

description: Algebraic theories with dependency between sorts form the structural core of Martin-Löf type theory and similar systems. Their denotational semantics are typically studied using categorical techniques; many different categorical structures have been introduced to model them (contextual categories, categories with families, display map categories, etc.) Comparisons of these models are scattered throughout the literature, and a detailed, big-picture analysis of their relationships has been lacking.
 We aim to provide a clear and comprehensive overview of the relationships between as many such models as possible. Specifically, we take *comprehension categories* as a unifying language and show how almost all established notions of model embed as sub-2-categories (usually full) of the 2-category of comprehension categories.
description: 24 pages. Presented at APLAS 2024; this version lightly revised and expanded, numbering unchanged
Structuring Data for Intelligent Predictive Maintenance in Asset Management
Creators: name: Aremu, OO
name: Palau, AS
name: Parlikad, AK
name: Hyland-Wood, D
name: McAree, PR
Publisher: name: Elsevier BV
Year: 2018
Subjects: Asset management
predictive maintenance
artificial intelligence
information sharing
big data

description: Predictive maintenance (PdM) within asset management improves savings in operational cost, productivity, and safety management capabilities. While PdM can be administered using various methods, growing interest in Arti cial Intelligence (AI) has lead to current state of the art PdM relying on machine learning (ML) technology. Like other tools used in PdM for asset management, standards for applying ML technology for PdM are required. This work introduces a standard of practice in regards to usage of asset data to develop ML analytic tools for PdM. It provides a standard method for ensuring asset data is in a form conducive to ML algorithms, and ensuring retention of asset information necessary for optimum PdM during the data transform. In the ML domain, it has been proven through research initiatives that the data structure used to train and test ML algorithms has a great impact on their performance and accuracy. Using poorly trained models for estimation due to improper data usage, can leave some AI-based PdM tools vulnerable to high rates of inaccurate estimations. Thus, leading to value loss during an asset's life cycle.