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An Evaluation of Latent Dirichlet Allocation in the Context of Plant-Pollinator Networks by Liam Callaghan a Thesis Presented To
An evaluation of latent Dirichlet allocation in the context of plant-pollinator networks by Liam Callaghan A Thesis Presented to The University of Guelph In partial fulfilment of requirements for the degree of Master of Science in Mathematics and Statistics Guelph, Ontario, Canada c Liam Callaghan, December, 2012 ABSTRACT An evaluation of latent Dirichlet allocation in the context of plant-pollinator networks Liam Callaghan Advisors: University of Guelph, 2012 Dr. A. Ali Dr. G. Umphrey There may be several mechanisms that drive observed interactions between plants and pollinators in an ecosystem, many of which may involve trait matching or trait complementarity. Hence a model of insect species activity on plant species should be represented as a mixture of these linkage rules. Unfortunately, ecologists do not always know how many, or even which, traits are the main contributors to the observed interactions. This thesis proposes the Latent Dirichlet Allocation (LDA) model from artificial intelligence for modelling the observed interactions in an ecosys- tem as a finite mixture of (latent) interaction groups in which plant and pollinator pairs that share common linkage rules are placed in the same interaction group. Sev- eral model selection criteria are explored for estimating how many interaction groups best describe the observed interactions. This thesis also introduces a new model se- lection score called \penalized perplexity". The performance of the model selection criteria, and of LDA in general, are evaluated through a comprehensive simulation study that consider networks of various size along with varying levels of nesting and numbers of interaction groups. Results of the simulation study suggest that LDA works well on networks with mild-to-no nesting, but loses accuracy with increased nestedness. -
Distribution and Diversity Land Snails in Human Inhabited Landscapes of Trans Nzoia County, Kenya
South Asian Journal of Parasitology 3(2): 1-6, 2019; Article no.SAJP.53503 Distribution and Diversity Land Snails in Human Inhabited Landscapes of Trans Nzoia County, Kenya Mukhwana Dennis Wafula1* 1Department of Zoology, Maseno University, Kenya. Author’s contribution The sole author designed, analysed, interpreted and prepared the manuscript. Article Information Editor(s): (1) Dr. Somdet Srichairatanakool, Professor, Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Thailand. Reviewers: (1) Abdoulaye Dabo, University of Sciences Techniques and technologies, Mali. (2) Tawanda Jonathan Chisango, Chinhoyi University of Technology, Zimbabwe. (3) Stella C. Kirui, Maasai Mara Univeristy, Kenya. Complete Peer review History: http://www.sdiarticle4.com/review-history/53503 Received 18 October 2019 Original Research Article Accepted 24 December 2019 Published 26 December 2019 ABSTRACT The study evaluated the distribution and some ecological aspects of land snails in croplands of Trans Nzoia, Kenya from January to December 2016. Snails were collected monthly during the study period and sampled using a combination of indirect litter sample methods and timed direct search. Snails collected were kept in labeled specimen vials and transported to the National Museums of Kenya for identification using keys and reference collection. In order to understand environmental variables that affect soil snail abundance; canopy, soil pH and temperature was measured per plot while humidity and rainfall data was obtained from the nearest weather stations to the study sites. A total of 2881 snail specimens (29 species from 10 families) were recorded. The families Subulinidae, Charopidae and Urocyclidae were found to be dorminant. The most abundant species was Opeas lamoense (12% of the sample). -
Fauna of New Zealand Ko Te Aitanga Pepeke O Aotearoa
aua o ew eaa Ko te Aiaga eeke o Aoeaoa IEEAE SYSEMAICS AISOY GOU EESEAIES O ACAE ESEAC ema acae eseac ico Agicuue & Sciece Cee P O o 9 ico ew eaa K Cosy a M-C aiièe acae eseac Mou Ae eseac Cee iae ag 917 Aucka ew eaa EESEAIE O UIESIIES M Emeso eame o Eomoogy & Aima Ecoogy PO o ico Uiesiy ew eaa EESEAIE O MUSEUMS M ama aua Eiome eame Museum o ew eaa e aa ogaewa O o 7 Weigo ew eaa EESEAIE O OESEAS ISIUIOS awece CSIO iisio o Eomoogy GO o 17 Caea Ciy AC 1 Ausaia SEIES EIO AUA O EW EAA M C ua (ecease ue 199 acae eseac Mou Ae eseac Cee iae ag 917 Aucka ew eaa Fauna of New Zealand Ko te Aitanga Pepeke o Aotearoa Number / Nama 38 Naturalised terrestrial Stylommatophora (Mousca Gasooa Gay M ake acae eseac iae ag 317 amio ew eaa 4 Maaaki Whenua Ρ Ε S S ico Caeuy ew eaa 1999 Coyig © acae eseac ew eaa 1999 o a o is wok coee y coyig may e eouce o coie i ay om o y ay meas (gaic eecoic o mecaica icuig oocoyig ecoig aig iomaio eiea sysems o oewise wiou e wie emissio o e uise Caaoguig i uicaio AKE G Μ (Gay Micae 195— auase eesia Syommaooa (Mousca Gasooa / G Μ ake — ico Caeuy Maaaki Weua ess 1999 (aua o ew eaa ISS 111-533 ; o 3 IS -7-93-5 I ie 11 Seies UC 593(931 eae o uIicaio y e seies eio (a comee y eo Cosy usig comue-ase e ocessig ayou scaig a iig a acae eseac M Ae eseac Cee iae ag 917 Aucka ew eaa Māoi summay e y aco uaau Cosuas Weigo uise y Maaaki Weua ess acae eseac O o ico Caeuy Wesie //wwwmwessco/ ie y G i Weigo o coe eoceas eicuaum (ue a eigo oaa (owe (IIusao G M ake oucio o e coou Iaes was ue y e ew eaIa oey oa ue oeies eseac -
Draft Carpathian Red List of Forest Habitats
CARPATHIAN RED LIST OF FOREST HABITATS AND SPECIES CARPATHIAN LIST OF INVASIVE ALIEN SPECIES (DRAFT) PUBLISHED BY THE STATE NATURE CONSERVANCY OF THE SLOVAK REPUBLIC 2014 zzbornik_cervenebornik_cervene zzoznamy.inddoznamy.indd 1 227.8.20147.8.2014 222:36:052:36:05 © Štátna ochrana prírody Slovenskej republiky, 2014 Editor: Ján Kadlečík Available from: Štátna ochrana prírody SR Tajovského 28B 974 01 Banská Bystrica Slovakia ISBN 978-80-89310-81-4 Program švajčiarsko-slovenskej spolupráce Swiss-Slovak Cooperation Programme Slovenská republika This publication was elaborated within BioREGIO Carpathians project supported by South East Europe Programme and was fi nanced by a Swiss-Slovak project supported by the Swiss Contribution to the enlarged European Union and Carpathian Wetlands Initiative. zzbornik_cervenebornik_cervene zzoznamy.inddoznamy.indd 2 115.9.20145.9.2014 223:10:123:10:12 Table of contents Draft Red Lists of Threatened Carpathian Habitats and Species and Carpathian List of Invasive Alien Species . 5 Draft Carpathian Red List of Forest Habitats . 20 Red List of Vascular Plants of the Carpathians . 44 Draft Carpathian Red List of Molluscs (Mollusca) . 106 Red List of Spiders (Araneae) of the Carpathian Mts. 118 Draft Red List of Dragonfl ies (Odonata) of the Carpathians . 172 Red List of Grasshoppers, Bush-crickets and Crickets (Orthoptera) of the Carpathian Mountains . 186 Draft Red List of Butterfl ies (Lepidoptera: Papilionoidea) of the Carpathian Mts. 200 Draft Carpathian Red List of Fish and Lamprey Species . 203 Draft Carpathian Red List of Threatened Amphibians (Lissamphibia) . 209 Draft Carpathian Red List of Threatened Reptiles (Reptilia) . 214 Draft Carpathian Red List of Birds (Aves). 217 Draft Carpathian Red List of Threatened Mammals (Mammalia) . -
Terrestrial Mollusks of Attu, Aleutian Islands, Alaska BARRY ROTH’ and DAVID R
ARCTK: VOL. 34, NO. 1 (MARCH 1981), P. 43-47 Terrestrial Mollusks of Attu, Aleutian Islands, Alaska BARRY ROTH’ and DAVID R. LINDBERG’ ABSTRACT. Seven species of land mollusk (2 slugs, 5 snails) were collected on Attu in July 1979. Three are circumboreal species, two are amphi-arctic (Palearctic and Nearctic but not circumboreal), and two are Nearctic. Barring chance survival of mollusks in local refugia, the fauna was assembled overwater since deglaciation, perhaps within the last 10 OOO years. Mollusk faunas from Kamchatka to southeastern Alaska all have a Holarctic component. A Palearctic component present on Kamchatka and the Commander Islands is absent from the Aleutians, which have a Nearctic component that diminishes westward. This pattern is similar to that of other soil-dwelling invertebrate groups. RESUM& Sept espbces de mollusques terrestres (2 limaces et 5 escargots) furent prklevkes sur I’ile d’Attu en juillet 1979. Trois sont des espbces circomborkales, deux amphi-arctiques (Palkarctiques et Nkarctiques mais non circomborkales), et deux Nkarctiques. Si I’on excepte la survivance de mollusques due auhasard dans des refuges locaux, cette faune s’est retrouvke de part et d’autre des eauxdepuis la dkglaciation, peut-&re depuis les derniers 10 OOO ans. Les faunes de mollusques de la pkninsule de Kamchatkajusqu’au sud-est de 1’Alaska on toutes une composante Holarctique. Une composante Palkarctique prksente sur leKamchatka et les iles Commandeur ne se retrouve pas aux Alkoutiennes, oil la composante Nkarctique diminue vers I’ouest. Ce patron est similaire il celui de d’autres groupes d’invertkbrks terrestres . Traduit par Jean-Guy Brossard, Laboratoire d’ArchCologie de I’Universitk du Qukbec il Montrkal. -
Les Mollusques Continentaux De La Région Nord-Pas-De-Calais Liste Des Espèces, Échantillonnage Et Base De Données
Université des Sciences et Technologies de Lille – U.F.R. de Biologie Année 2003 n°ordre Diplôme Supérieur de Recherche en Sciences Naturelles Présenté et soutenu publiquement par XAVIER CUCHERAT le 2 juillet 2003 Les Mollusques Continentaux de la Région Nord-Pas-de-Calais Liste des espèces, Échantillonnage et Base de Données Jury PR. M. DESCAMPS Université de Lille I Président DR. A. LEPRETRE Université de Lille I Rapporteur DR. S. DEMUYNCK Université de Lille I Examinateur DR. J. GODIN Université de Lille I Examinateur DR. J. PRYGIEL Agence de l’Eau Artois-Picardie Examinateur Université des Sciences et Technologies de Lille – U.F.R. de Biologie Année 2003 n°ordre Diplôme Supérieur de Recherche en Sciences Naturelles Présenté et soutenu publiquement par XAVIER CUCHERAT le 2 juillet 2003 Les Mollusques Continentaux de la Région Nord-Pas-de-Calais Liste des espèces, Échantillonnage et Base de Données Arion rufus (LINNAEUS 1758) Lymnaea stagnalis (LINNAEUS 1758) Adultes en parade nuptiale / Forêt Domaniale Adulte / dunes d’Erdeven / Erdeven de Mormal / Locquignol (Nord). 09/2001. (Morbihan). 05/2001. Taille des individus : 90 mm. Taille de l’individu : 60 mm. Photo : GUILLAUME EVANNO Photo : GUILLAUME EVANNO Malacolimax tenellus (O. F. MÜLLER 1774) Cepaea nemoralis nemoralis (LINNAEUS Adulte / Forêt Domaniale de Mormal / 1758) Locquignol (Nord). 09/2001. Adulte / Guebwiller (Haut-Rhin). 04/2003. Taille de l’individu : 35 mm. Taille de l’individu : 25mm. Photo : GUILLAUME EVANNO Photo : ALAIN LEPRETRE Jury PR. M. DESCAMPS Université de Lille I Président DR. A. LEPRETRE Université de Lille I Rapporteur DR. S. DEMUYNCK Université de Lille I Examinateur DR. -
Malakológiai Tájékoztató 11. (Eger, 1992.)
M ALAKOLÓGI AI TÁJÉKOZTATÓ 11. MALACOLOGICAL NEWSLETTER • Kiadja a MÁTRA MÚZEUM TERMÉSZETTUDOMÁNYI OSZTÁLYA Published by THE NATURAL SCIENCE SECTION OF MÁTRA MUSEUM Szerkesztő (Editor) Dr. FÜKÖH LEVENTE HU - ISSN 0230-0648 Distribution of Molluscs of the Molluscan Clay of Two Localities According to Habitats and Feeding Habits (Wind Brickyard, Eger and Nyárjas Hill. Novaj; Hungary) A. Dávid Abstract: Among the Egerian Age exposures of North-east Hungary the Molluscan Clay of Wind Brickyard (Eger) and Nyárjas Hill (Novaj) contain fossils in exceptional richness. Distribution of molluscs of the Molluscan Clay of these two outcrops according to habitats and feeding habits is examined and compared. There are definite differences between the two localities. Introduction Among the several Upper-Oligocene outrops of North-Hungary the Molluscan Clay layers «f _Wind Brickyard, Eger and Nyárjas Hill, Novaj is compared (Fig.l.). These layers contain well-preserved „micro-mollusc" fossils abudantly. The bivalves, gastropods and schaphopods which were living here during the Egerian stage have belonged into the Hinia — Cadulus fossil community. It refers to similar paleoenvironments in case of both localities. The sea was deeper than 120 metres and the bottom was covered by fine-gra ined, clayey sediments. The aim of the investigation was to examine the distribution of the molluscs according to habitats and feeding habits in the collected materials. Methods Fifteen kilograms of clay was taken from both localities. After drying the samples were treated with hot water and peroxide of hydrogen. This material was washed out through a 0,5 nun sieve. At the end the molluscan remains were assorted from among the other fossils (e.gJ^oraminifera, Decapoda, Echinoidea, Osteichthyes). -
Heteroptera Checklist
rECOrd Chester Zoological Gardens Upton, Chester RECORD Cheshire, CH2 1LH Tel: 01244 383749 / 383569 The Biodiversity Information System for [email protected] Cheshire, Halton, Warrington and Wirral Provisional Checklist Of Cheshire Heteroptera (True Bugs) Provided by: Steve Judd - Cheshire County Heteroptera Recorder 20th January 1987 - LCES Report & Proceedings Amended by: Steve J. McWilliam - July 2002 Taken from the Lancashire and Cheshire Entomological Society (LCES) Report and Annual Proceedings One Hundred and Tenth Session 1986/87, Pages 60-65. The checklist is based on previous county checklists compiled by Whittaker (1906, 1908), Britten (1930) and Massee (1955). Additional unpublished annotations made by Massee to his 1955 checklist were made available by the Biological Records Centre at Monks Wood. Records were extracted from the Lancashire and Cheshire Fauna Committee cards housed at Manchester Museum. Data has been extracted from the Liverpool Museum collection and all post 1970 records are supported by voucher specimens in the Museum's collection. Scientific Name: English Name: National Status: Aradidae: Aradus depressus (F.) Local Acanthosomatidae: Acanthosoma haemorrhoidalis (L.) Hawthorn Shieldbug Common Elasmostethus interstinctus (L.) Birch Shield Bug Common Elasmostethus tristriatus (F.) Juniper Shieldbug Local Elasmucha grisea (L.) Parent Bug Cydnidae: Sehirus bicolor (L.) Common Scutelleridae: Palomena prasina (L.) Green Shieldbug Common Dolycoris baccarum (L.) Sloe Bug Common Piezodorus lituratus (F.) Gorse Shieldbug Common Pentatoma rufipes (L.) Forest Bug Common Picromerus bidens (L.) Common Troilus luridus (F.) Local Rhacognathus punctatus ((L.) Local Zicrona caerulea (L.) Blue Bug Local Coreidae: Coriomeris denticulatus (Scop.) Common Alydidae: Alydus calcaratus (L.) Local Rhopalidae: Corizus hyoscyami ((L.) Local Rhopalus maculatus ((Fieber) Notable B Chorosoma schillingi (Schum.) Local A Company Limited by Guarantee Registered in England No. -
Міністерство Екології Та Природних Ресурсів України Наказ 27.06.2018 № 237 Зареєстровано В Міністерстві Юстиції України 19 Липня 2018 Р
МІНІСТЕРСТВО ЕКОЛОГІЇ ТА ПРИРОДНИХ РЕСУРСІВ УКРАЇНИ НАКАЗ 27.06.2018 № 237 Зареєстровано в Міністерстві юстиції України 19 липня 2018 р. за № 847/32299 Про затвердження Переліку видів тварин, що підлягають особливій охороні на території Харківської області Відповідно до статті 44 Закону України "Про тваринний світ", абзацу двадцять другого підпункту 37 пункту 4 Положення про Міністерство екології та природних ресурсів України , затвердженого постановою Кабінету Міністрів України від 21 січня 2015 року № 32, та з метою охорони, використання і відтворення видів тварин, які не занесені до Червоної книги України, але мають особливу наукову, природоохоронну та іншу цінність, НАКАЗУЮ: 1. Затвердити Перелік видів тварин, що підлягають особливій охороні на території Харківської області (далі - Перелік), що додається. 2. Державній екологічній інспекції України (Яковлєв І.О.) забезпечити контроль за охороною, раціональним використанням і відтворенням видів тварин, занесених до Переліку. 3. Управлінню охорони біорізноманіття та біобезпеки (Богданович Г.В.) у встановленому порядку подати цей наказ на державну реєстрацію до Міністерства юстиції України. 4. Цей наказ набирає чинності з дня його офіційного опублікування. 5. Контроль за виконанням цього наказу покласти на заступника Міністра екології та природних ресурсів України Полуйка В.Ю. Заступник Міністра В.М. Вакараш ПОГОДЖЕНО: В.о. Голови Державної екологічної інспекції України І.О. Яковлєв Президент Національної академії наук України академік НАН України Б.Є. Патон Перший заступник Міністра аграрної -
Klicken, Um Den Anhang Zu Öffnen
Gredleria- VOL. 1 / 2001 Titelbild 2001 Posthornschnecke (Planorbarius corneus L.) / Zeichnung: Alma Horne Volume 1 Impressum Volume Direktion und Redaktion / Direzione e redazione 1 © Copyright 2001 by Naturmuseum Südtirol Museo Scienze Naturali Alto Adige Museum Natöra Südtirol Bindergasse/Via Bottai 1 – I-39100 Bozen/Bolzano (Italien/Italia) Tel. +39/0471/412960 – Fax 0471/412979 homepage: www.naturmuseum.it e-mail: [email protected] Redaktionskomitee / Comitato di Redazione Dr. Klaus Hellrigl (Brixen/Bressanone), Dr. Peter Ortner (Bozen/Bolzano), Dr. Gerhard Tarmann (Innsbruck), Dr. Leo Unterholzner (Lana, BZ), Dr. Vito Zingerle (Bozen/Bolzano) Schriftleiter und Koordinator / Redattore e coordinatore Dr. Klaus Hellrigl (Brixen/Bressanone) Verantwortlicher Leiter / Direttore responsabile Dr. Vito Zingerle (Bozen/Bolzano) Graphik / grafica Dr. Peter Schreiner (München) Zitiertitel Gredleriana, Veröff. Nat. Mus. Südtirol (Acta biol. ), 1 (2001): ISSN 1593 -5205 Issued 15.12.2001 Druck / stampa Gredleriana Fotolito Varesco – Auer / Ora (BZ) Gredleriana 2001 l 2001 tirol Die Veröffentlichungsreihe »Gredleriana« des Naturmuseum Südtirol (Bozen) ist ein Forum für naturwissenschaftliche Forschung in und über Südtirol. Geplant ist die Volume Herausgabe von zwei Wissenschaftsreihen: A) Biologische Reihe (Acta Biologica) mit den Bereichen Zoologie, Botanik und Ökologie und B) Erdwissenschaftliche Reihe (Acta Geo lo gica) mit Geologie, Mineralogie und Paläontologie. Diese Reihen können jährlich ge mein sam oder in alternierender Folge erscheinen, je nach Ver- fügbarkeit entsprechender Beiträge. Als Publikationssprache der einzelnen Beiträge ist Deutsch oder Italienisch vorge- 1 Naturmuseum Südtiro sehen und allenfalls auch Englisch. Die einzelnen Originalartikel erscheinen jeweils Museum Natöra Süd Museum Natöra in der eingereichten Sprache der Autoren und sollen mit kurzen Zusammenfassun- gen in Englisch, Italienisch und Deutsch ausgestattet sein. -
A Preliminary List of the Heteroptera, Auchenorrhyncha (Hemiptera) and Pipunculidae (Diptera) of the Réserve Naturelle Du Marais De Lavours (France; Ain)
Entomologist’s Monthly Magazine 152: 139–147 A preliminary list of the Heteroptera, Auchenorrhyncha (Hemiptera) and Pipunculidae (Diptera) of the Réserve Naturelle du Marais de Lavours (France; Ain) BY John hollier, Phil Withers & FaBrice Darinot Jh*: Muséum d’histoire naturelle de Genève, C.P. 6436, CH-1211 Genève 6, Switzerland; e-mail: [email protected] PW: 40 Montée du Cimetière, 01600, Sainte Euphémie, France; e-mail: [email protected] FD: Réserve Naturelle Nationale du Marais de Lavours, 31 Chemin des prés de la Tour, 73310 Chindrieux, France; e-mail: [email protected] accepted: November 16th, 2015; Published: April 29th, 2016 aBstract the insect fauna of the wetland nature reserve of Marais de lavours was sampled using pitfall traps, some Malaise trapping and haphazard direct collecting. an initial list of 130 hemiptera and 23 Pipunculidae is presented, with comments on the assemblage recorded and the limitations of the sampling. Keywords: Carex elata grassland, pitfall traps, leafhopper, big-headed fly, rhône Valley, France introDuction the reserve naturelle du Marais de lavours (department of ain) is a French wetland nature reserve of 474 hectares situated in the rhône Valley between Geneva and lyon (Fig. 1). these wetlands are the remnant of a much larger system which developed as extensive glacial lakes that had formed at the end of the last ice age and gradually dried out. recorded exploitation of the wetlands for grazing and hay goes back to the 12th century, but the richness of the habitat was obviously recognized long before. During the early 20th century agricultural depression in France, the wetland was more or less abandoned and started to become woodland. -
Fauna of New Zealand Website Copy 2010, Fnz.Landcareresearch.Co.Nz
aua o ew eaa Ko te Aiaga eeke o Aoeaoa IEEAE SYSEMAICS AISOY GOU EESEAIES O ACAE ESEAC ema acae eseac ico Agicuue & Sciece Cee P O o 9 ico ew eaa K Cosy a M-C aiièe acae eseac Mou Ae eseac Cee iae ag 917 Aucka ew eaa EESEAIE O UIESIIES M Emeso eame o Eomoogy & Aima Ecoogy PO o ico Uiesiy ew eaa EESEAIE O MUSEUMS M ama aua Eiome eame Museum o ew eaa e aa ogaewa O o 7 Weigo ew eaa EESEAIE O OESEAS ISIUIOS awece CSIO iisio o Eomoogy GO o 17 Caea Ciy AC 1 Ausaia SEIES EIO AUA O EW EAA M C ua (ecease ue 199 acae eseac Mou Ae eseac Cee iae ag 917 Aucka ew eaa Fauna of New Zealand Ko te Aitanga Pepeke o Aotearoa Number / Nama 38 Naturalised terrestrial Stylommatophora (Mousca Gasooa Gay M ake acae eseac iae ag 317 amio ew eaa 4 Maaaki Whenua Ρ Ε S S ico Caeuy ew eaa 1999 Coyig © acae eseac ew eaa 1999 o a o is wok coee y coyig may e eouce o coie i ay om o y ay meas (gaic eecoic o mecaica icuig oocoyig ecoig aig iomaio eiea sysems o oewise wiou e wie emissio o e uise Caaoguig i uicaio AKE G Μ (Gay Micae 195— auase eesia Syommaooa (Mousca Gasooa / G Μ ake — ico Caeuy Maaaki Weua ess 1999 (aua o ew eaa ISS 111-533 ; o 3 IS -7-93-5 I ie 11 Seies UC 593(931 eae o uIicaio y e seies eio (a comee y eo Cosy usig comue-ase e ocessig ayou scaig a iig a acae eseac M Ae eseac Cee iae ag 917 Aucka ew eaa Māoi summay e y aco uaau Cosuas Weigo uise y Maaaki Weua ess acae eseac O o ico Caeuy Wesie //wwwmwessco/ ie y G i Weigo o coe eoceas eicuaum (ue a eigo oaa (owe (IIusao G M ake oucio o e coou Iaes was ue y e ew eaIa oey oa ue oeies eseac