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2017

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Dordt Receives Noyce Grant For Stem Education, Kate Henreckson Nov 2017

Dordt Receives Noyce Grant For Stem Education, Kate Henreckson

The Voice

No abstract provided.


Stochastic Analysis Of A Mammalian Circadian Clock Model: Small Protein Number Effects, David W. Morgens, Blerta Shtylla Nov 2017

Stochastic Analysis Of A Mammalian Circadian Clock Model: Small Protein Number Effects, David W. Morgens, Blerta Shtylla

Spora: A Journal of Biomathematics

The circadian clock, responsible for coordinating organism function with daily and seasonal changes in the day-night cycle, is controlled by a complex protein network that constitutes a robust biochemical oscillator. Deterministic ordinary differential equation models have been used extensively to model the behavior of these central clocks. However, due to the small number of proteins involved in the circadian oscillations, mathematical models that track stochastic variations in the numbers of clock proteins may reveal more complex and biologically relevant behaviors. In this paper, we compare the response of a robust yet detailed deterministic model for the mammalian circadian clock with …


The Ecowas Court, Activist Forces, And The Pursuit Of Environmental And Socioeconomic Justice In Nigeria, Okechukwu Emmanuel Effoduh Nov 2017

The Ecowas Court, Activist Forces, And The Pursuit Of Environmental And Socioeconomic Justice In Nigeria, Okechukwu Emmanuel Effoduh

LLM Theses

The thesis has two objectives. The first (and central) objective is to examine the Community Court of Justice of the Economic Community of West African States, or ECOWAS Court (a sub-regional international court in West Africa), and its role within the West African region, especially how the Court has served as a resource for the Activist Forces that operate in the sub-region, in their pursuit of Environmental and Socioeconomic Justice in Nigeria. The second goal of this thesis, which is ancillary to the first, is to investigate the Courts jurisprudence in three landmark cases: SERAP v. Nigeria & Anor (2010); …


Bio Buzz Newsletter, Issue 14, November 2017, Department Of Biology Nov 2017

Bio Buzz Newsletter, Issue 14, November 2017, Department Of Biology

Biology Buzz Newsletter

Denison University, Department of Biology newsletter for Fall 2017.


Ucc Minutes November 30, 2017, Kutztown University Curriculum Committee Nov 2017

Ucc Minutes November 30, 2017, Kutztown University Curriculum Committee

UCC Minutes

No abstract provided.


Complete Genome Sequence Of A New Isolate Of Solenopsis Invictavirus 3 From Solenopsis Invicta × Richteri Hybrid Ants, Steven M. Valles, Jason B. Oliver, Karla M. Addesso Nov 2017

Complete Genome Sequence Of A New Isolate Of Solenopsis Invictavirus 3 From Solenopsis Invicta × Richteri Hybrid Ants, Steven M. Valles, Jason B. Oliver, Karla M. Addesso

Agricultural and Environmental Sciences Faculty Research

Solenopsis invicta virus 3 (SINV-3) is a positive-sense, single-stranded RNA virus that infects the red imported fire ant, Solenopsis invicta Buren. We report here the full genome (10,383 nucleotides) of an isolate infecting Solenopsis invicta× richteri hybrid ants, which we have identified as SINV-3 hybrid.


Quality Management And Standards For Humanitarian Improvised Explosive Device (Hied) Response Activities, Robert Keeley Nov 2017

Quality Management And Standards For Humanitarian Improvised Explosive Device (Hied) Response Activities, Robert Keeley

The Journal of Conventional Weapons Destruction

There is an ongoing debate about the need for standards for improvised explosive device (IED) activities. The emergence of civilian IED response follows the development of humanitarian mine action (HMA) in many ways. In particular, the problems of defining contractual targets and norms were problematic in the early days of HMA, when, as for the IED response today, money has started to change hands for services rendered. It is the premise of this editorial that the need for humanitarian IED (HIED) response standards derives from the contractual nature of the relationship between the client and the service provider. Therefore, if …


Crossing The Fence: Challenges Of Operationalizing Pssm, Elvan Isikozlu, Matthias Krötz, Claire Trancart Nov 2017

Crossing The Fence: Challenges Of Operationalizing Pssm, Elvan Isikozlu, Matthias Krötz, Claire Trancart

The Journal of Conventional Weapons Destruction

Physical security and stockpile management (PSSM) can be broadly defined as a series of activities that make national stockpiles of weapons and ammunition safe and secure. Over the last decade, PSSM has become a highly requested form of intervention to curb the illicit flow of small arms and light weapons (SA/LW) and conventional ammunition (CA), as well as to keep communities safe from unintended explosions. Donors have provided substantial funding for PSSM activities to countries in sub-Saharan Africa, where we have learned that the impact of PSSM assistance depends a great deal on how actively improvements are maintained.

Maintaining PSSM …


Promoting Secure Stockpiles And Countering Diversion, Eric Berman, Benjamin King Nov 2017

Promoting Secure Stockpiles And Countering Diversion, Eric Berman, Benjamin King

The Journal of Conventional Weapons Destruction

Poor management of government stockpiles of small arms and ammunition poses significant safety and security concerns—both for the country in question and often for its neighbors. Challenges to safety are readily apparent by the frequent occurrence and consequences of unplanned explosions at munitions sites (UEMS). Security shortcomings include oversight limitations that facilitate corrupt practices and seizures of state materiel by armed groups that undercut a state’s legitimate use of force, and undermine good governance and the rule of law.

The Small Arms Survey (hereafter referred to as the Survey) actively contributes to efforts to promote physical security and stockpile management …


Endnotes Issue 21.3, Cisr Jmu Nov 2017

Endnotes Issue 21.3, Cisr Jmu

The Journal of Conventional Weapons Destruction

Endnotes Issue 21.3


Ua12/2/1 College Heights Herald, Vol. 93, No. 26 [27], Wku Student Affairs Nov 2017

Ua12/2/1 College Heights Herald, Vol. 93, No. 26 [27], Wku Student Affairs

WKU Administration Documents

WKU campus newspaper reporting campus, athletic and Bowling Green, Kentucky news. This issue contains articles:

  • Alvey, Rebekah. Finding His Way – Timothy Caboni
  • Coyle, Cameron. WKU Police Department Builds Trust with More Diverse Force
  • Ziege, Nicole. Student Government Association Discusses Strategic Planning, Passes Two Bills
  • Lee, David. College Heights Herald Reserve Fund
  • King, Jennifer. Editorial Cartoon re: Responsibility
  • Ho Ho Herald – Christmas Gifts
  • Leonard, Nicole. Gender Disparities Impact Health Care Policy
  • Semester Recap
  • Fletcher, Griffin. Mr. Devastating: Male Pageant Aims to Defy Sexism – Delta Sigma Theta
  • Mohr, Olivia. New Restaurant Hickory & Oak to Come to Town
  • Moore, …


Do The Lessons From Micro-Conflict Literature Transfer To High Crime Areas?: Examining Mexico’S War On Drugs, Muhammad Nasir, Marc Rockmore, Chih Ming Tan Nov 2017

Do The Lessons From Micro-Conflict Literature Transfer To High Crime Areas?: Examining Mexico’S War On Drugs, Muhammad Nasir, Marc Rockmore, Chih Ming Tan

Economics & Finance Faculty Publications

Exposure to political violence has been found to affect behavioural parameters. The effects of high levels of criminal violence, however, are largely unknown. We examine the effects of Mexico’s war on drugs on risk aversion, mental health and pro-social behaviour. Using a nonlinear difference-in-differences (DiD) model, we find that the post 2006 surge in violence significantly increased risk aversion and reduced trust in civic institutions without any simultaneous strengthening of kinship relationships. Although the deterioration of mental health due to violence exposure has been hypothesised to explain changes in risk aversion, we find no such effect.


Sexual Orientation Change Efforts, Professional Psychology, And The Law: A Brief History And Analysis Of A Therapeutic Prohibition, Christopher H. Rosik Nov 2017

Sexual Orientation Change Efforts, Professional Psychology, And The Law: A Brief History And Analysis Of A Therapeutic Prohibition, Christopher H. Rosik

Brigham Young University Journal of Public Law

No abstract provided.


Assessing The Impacts Of 1.5 °C Global Warming – Simulation Protocol Of The Inter-Sectoral Impact Model Intercomparison Project (Isimip2b), Katja Frieler, Stefan Lange, Franziska Piontek, Christopher P. O. Reyer, Jacob Schewe, Lila Warszawski, Fang Zhao, Louise Chini, Sebastien Denvil, Kerry Emanuel, Tobias Geiger, Kate Halladay, George Hurtt, Matthias Mengel, Daisuke Murakami, Sebastian Ostberg, Alexander Popp, Riccardo Riva, Miodrag Stevanovic, Tatsuo Suzuki, Jan Volkholz, Eleanor Burke, Philippe Ciais, Kristie Ebi, Tyler D. Eddy, Joshua Elliott, Eric Galbraith, Simon N. Gosling, Fred Hattermann, Thomas Hickler, Jochen Hinkel, Christian Hof, Veronkia Huber, Jonas Jagermeyr, Valentina Krysanova, Rafael Marce, Hannes Muller Schmied, Ioanna Mouratiadou, Don Pierson, Derek P. Tittensor, Robert Vautard, Michelle Van Vliet, Matthias F. Biber, Richard A. Betts, Benjamin Leon Bodirsky, Delphine Deryng, Stephen E. Frolking, Chris D. Jones, Heike K. Lotze, Hermann Lotze-Campen, Ritvik Sahajpal, Kirsten Thonicke, Hanqin Tian, Yoshiki Yamagata Nov 2017

Assessing The Impacts Of 1.5 °C Global Warming – Simulation Protocol Of The Inter-Sectoral Impact Model Intercomparison Project (Isimip2b), Katja Frieler, Stefan Lange, Franziska Piontek, Christopher P. O. Reyer, Jacob Schewe, Lila Warszawski, Fang Zhao, Louise Chini, Sebastien Denvil, Kerry Emanuel, Tobias Geiger, Kate Halladay, George Hurtt, Matthias Mengel, Daisuke Murakami, Sebastian Ostberg, Alexander Popp, Riccardo Riva, Miodrag Stevanovic, Tatsuo Suzuki, Jan Volkholz, Eleanor Burke, Philippe Ciais, Kristie Ebi, Tyler D. Eddy, Joshua Elliott, Eric Galbraith, Simon N. Gosling, Fred Hattermann, Thomas Hickler, Jochen Hinkel, Christian Hof, Veronkia Huber, Jonas Jagermeyr, Valentina Krysanova, Rafael Marce, Hannes Muller Schmied, Ioanna Mouratiadou, Don Pierson, Derek P. Tittensor, Robert Vautard, Michelle Van Vliet, Matthias F. Biber, Richard A. Betts, Benjamin Leon Bodirsky, Delphine Deryng, Stephen E. Frolking, Chris D. Jones, Heike K. Lotze, Hermann Lotze-Campen, Ritvik Sahajpal, Kirsten Thonicke, Hanqin Tian, Yoshiki Yamagata

All Materials

In Paris, France, December 2015, the Conference of the Parties (COP) to the United Nations Framework Convention on Climate Change (UNFCCC) invited the Intergovernmental Panel on Climate Change (IPCC) to provide a special report in 2018 on the impacts of global warming of 1.5 °C above pre-industrial levels and related global greenhouse gas emission pathways. In Nairobi, Kenya, April 2016, the IPCC panel accepted the invitation. Here we describe the response devised within the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) to provide tailored, cross-sectorally consistent impact projections to broaden the scientific basis for the report. The simulation protocol is designed …


Research Experience At Gwu Helps Alumna Gain Position In Grad School Program, Office Of University Communications Nov 2017

Research Experience At Gwu Helps Alumna Gain Position In Grad School Program, Office Of University Communications

Gardner-Webb NewsCenter Archive

As an undergraduate student at Gardner-Webb University, Amy Schmitt Boyer ’15 studied six-lined racerunner lizards at the Broad River. Although the research tested her patience, the experience helped her secure a position in the graduate program at North Dakota State University (NDSU) in Fargo. “I learned that experimental design and methods are crucial in performing a surveying experiment,” reflected Boyer, a native of Waxhaw, N.C. “It also taught me the best way to present my research to the public.”


Notes On The Tiger Beetles (Coleoptera: Carabidae: Cicindelinae) Of Vietnam. 135. Contribution Towards The Knowledge Of Cicindelinae, Jürgen Wiesner, Aligi Bandinelli, Andrey Matalin Nov 2017

Notes On The Tiger Beetles (Coleoptera: Carabidae: Cicindelinae) Of Vietnam. 135. Contribution Towards The Knowledge Of Cicindelinae, Jürgen Wiesner, Aligi Bandinelli, Andrey Matalin

Insecta Mundi

Distributional records of the 177 tiger beetle species and subspecies known for Vietnam are given together with a key and habitus photos (Coleoptera: Carabidae: Cicindelinae). Tricondyla (Tricondyla) macrodera abruptesculpta Horn, 1925, Protocollyris festiva Naviaux, 2008, Neocollyris (Brachycollyris) purpureomaculata borea Naviaux, 1994, Neocollyris (Brachycollyris) torosa Naviaux, 2010, Neocollyris (Leptocollyris) rogeri Shook and Wu, 2006, Neocollyris (Leptocollyris) laosensis Naviaux, 1999, Neocollyris (Stenocollyris) rubens (Bates, 1878), Neocollyris (Pachycollyris) tricolor Naviaux, 1991, Neocollyris (Pachycollyris) panfilovi Naviaux and Matalin, 2002, Therates rugulosus Horn, 1900, Therates bannapecolus Sawada and Wiesner, 1999, Calochroa interruptofasciata flavolineata (Chaudoir, 1865), Cylindera (Ifasina) cyclobregma Acciavatti and Pearson, 1989, Cylindera (Ifasina) decolorata …


Description Of A New Species Of Adesmus Lepeletier And Audinet-Serville, 1825, Displaying Chromatic Dimorphism, From Bolivia (Coleoptera, Cerambycidae, Lamiinae, Hemilophini), James E. Wappes, Antonio Santos-Silva Nov 2017

Description Of A New Species Of Adesmus Lepeletier And Audinet-Serville, 1825, Displaying Chromatic Dimorphism, From Bolivia (Coleoptera, Cerambycidae, Lamiinae, Hemilophini), James E. Wappes, Antonio Santos-Silva

Insecta Mundi

Adesmus martinsi (Coleoptera, Cerambycidae, Lamiinae, Hemilophini), a new species from Bolivia, is described, illustrated, and included in a previous key. The new species displays gender dimorphism in the pubescent pattern and in anatomical structure. Thus, Adesmus becomes the second genus recorded in the Hemilophini to have visual chromatic dimorphism.


Descripción De Un Nuevo Género Y Especie De Longicornio Áptero De Perú (Coleoptera: Cerambycidae), Cristian Pineda, Mauricio Cid-Arcos Nov 2017

Descripción De Un Nuevo Género Y Especie De Longicornio Áptero De Perú (Coleoptera: Cerambycidae), Cristian Pineda, Mauricio Cid-Arcos

Insecta Mundi

Se describe e ilustra Polytuberotum metachroma Pineda y Cid-Arcos gen. nov. y sp. nov. (Coleoptera: Cerambycidae) proveniente de Perú. El nuevo género es fácilmente distinguible de Tuberolamia Breuning por su frente transversa y pronoto con espinas laterales y protuberancias discales.

Polytuberotum metachroma Pineda and Cid-Arcos gen. nov. and sp. nov. (Coleoptera: Cerambycidae) from Peru is described and illustrated. The new genus is easily distinguished from Tuberolamia Breuning by its transverse frons and pronotum with lateral spines and discal protuberances.


Description Of The Female Of Solenoptera Tomentosa Lingafelter, 2015 (Coleoptera: Cerambycidae: Prioninae: Solenopterini), Sergio Devesa, Elier Fonseca, Alejandro Barro Nov 2017

Description Of The Female Of Solenoptera Tomentosa Lingafelter, 2015 (Coleoptera: Cerambycidae: Prioninae: Solenopterini), Sergio Devesa, Elier Fonseca, Alejandro Barro

Insecta Mundi

The female of Solenoptera tomentosa Lingafelter, 2015 (Coleoptera: Cerambycidae: Prioninae: Solenopterini) is described and illustrated for the first time.

La hembra de Solenoptera tomentosa Lingafelter, 2015 (Coleoptera: Cerambycidae: Prioninae: Solenopterini) es descrita e ilustrada por primera vez.


A Preliminary Catalogue Of The Moths (Lepidoptera Except Papilionoidea) Of Tobago, West Indies, Matthew J. W. Cock Nov 2017

A Preliminary Catalogue Of The Moths (Lepidoptera Except Papilionoidea) Of Tobago, West Indies, Matthew J. W. Cock

Insecta Mundi

This catalogue comprises records of 355 species of moths (non-papilionoid Lepidoptera) from Tobago, of which 15 are partially identified. Of this total, all except 17 (5%) are known from Trinidad, although not all these records from Trinidad are published yet. Of these 17, eleven are expected to occur in Trinidad as they also occur on the mainland of South America and two are only known from Tobago but will probably also occur in Trinidad. This leaves just four species (1% of the total) that are known from the Lesser Antilles and are currently not known from further south than Tobago. …


Contribution To The Knowledge Of Chilean Gelechiidae (Lepidoptera: Gelechioidea), Danilo E. Cepeda Nov 2017

Contribution To The Knowledge Of Chilean Gelechiidae (Lepidoptera: Gelechioidea), Danilo E. Cepeda

Insecta Mundi

A synopsis of the Chilean Gelechiidae (Lepidoptera: Gelechioidea) is presented, including an annotated list of species with geographic distributions and a compilation of previous references. New distribution records for four species are provided.

Spanish abstract

Se presenta una sinopsis de los Gelechiidae de Chile (Lepidoptera: Gelechioidea), que incluye un listado, con su distribución geográfica y una recopilación de antecedentes bibliográficos previos. Se entregan nuevos registros de distribución para cuatro especies.


Current Status Of Pseudococcidae (Hemiptera: Coccoidea) In South Korea, Ah-Ram Son, Soo-Jung Suh Nov 2017

Current Status Of Pseudococcidae (Hemiptera: Coccoidea) In South Korea, Ah-Ram Son, Soo-Jung Suh

Insecta Mundi

Thirty-one species of mealybugs (Hemiptera: Pseudococcidae) are reported from South Korea based upon monitoring surveys conducted from 2010 to 2016, along with a dichotomous key to separate them. Six species, Nipaecoccus nipae (Maskell), Palmicultor lumpurensis (Takahashi), Planococcus citri (Risso), Pseudococcus dendrobiorum Williams, Pseudococcus longispinus (Targioni-Tozzetti), and Pseudococcus orchidicola Takahashi, known only to occur in greenhouses, are considered as adventive mealybug species to South Korea; of these, P. citri has already established in the exterior environment in South Korea.


A High Accuracy Microwave Radiometric Thermometer To Measure Internal Body Temperature, Michael D. Grady Nov 2017

A High Accuracy Microwave Radiometric Thermometer To Measure Internal Body Temperature, Michael D. Grady

USF Tampa Graduate Theses and Dissertations

The Center for Disease Control and Prevention (CDC) released heat illness data which highlighted that ~29 heat stress hospitalizations and ~3 heat-related deaths occurred every day during the summer months within the US from years 2000 to 2014. Heatstroke- the most severe form of heat illness which oftentimes lead to death- has been cited to be entirely preventable if a timely intervention is introduced. This dissertation uses microwave radiometric thermometry to perform wireless non-invasive internal body temperature monitoring which can enable intervention methods that help to prevent deaths associated with heat-illness.

Overall, this dissertation develops a comprehensive closed-form analytical radiometric …


Hydrogen-Bonding-Directed Ordered Assembly Of Carboxylated Poly(3-Alkylthiophene)S, David W. Bilger, Jose A. Figueroa, Neil D. Redeker, Amrita Sarkar, Morgan Stefik, Shanjuu Zhang Nov 2017

Hydrogen-Bonding-Directed Ordered Assembly Of Carboxylated Poly(3-Alkylthiophene)S, David W. Bilger, Jose A. Figueroa, Neil D. Redeker, Amrita Sarkar, Morgan Stefik, Shanjuu Zhang

Faculty Publications

Hydrogen-bonding-induced ordered assembly of poly(3-alkylthiophene)s derivatives bearing carboxylic acid groups has been investigated from diluted and concentrated solutions to solid films using ultraviolet–visible absorption spectroscopy, polarized optical microscopy, and four-point probe conductivity measurements. In dilute solutions, the polymer undergoes a spontaneous structural transition from disordered coil-like to ordered rodlike conformations, which is evidenced by time-dependent chromism. Many factors such as alkyl-chain length, types of solvents, and temperature are studied to understand the assembly behavior. Transition kinetics of the assembly process reveals a universal second-order rate law, indicating an intermolecular origin due to hydrogen bonding. When more concentrated, hydrogen bonding drives …


A Culture Of Health: Herbal Remedies Of The Peruvian Highlands, Jarred Rimby Nov 2017

A Culture Of Health: Herbal Remedies Of The Peruvian Highlands, Jarred Rimby

Whittier Scholars Program

I have divided this paper into three related sections, and each subsequent section of this paper builds on the conclusions of the previous sections. Section I seeks to define a “model of health” for people living in the Peruvian Highlands. Section I draws heavily on one month of fieldwork that I conducted. Section II catalogues and describes the use of culturally significant herbs in the Peruvian Highlands. Section III explores the physiological function of the therapeutic agents in coca, muna, ayahuasca, and sangre de grado, drawing on a review of scientific literature to summarize what is known about each. By …


Multi-Target Extension For Beacon Foraging Methods, Christopher Sanford, Ziong Jiao, Jae Oh Nov 2017

Multi-Target Extension For Beacon Foraging Methods, Christopher Sanford, Ziong Jiao, Jae Oh

Electrical Engineering and Computer Science - All Scholarship

Robotic foraging is a complex problem that encompasses both the problem of exploring an area and retrieval of targets. To solve this, biologically inspired algorithms have been proposed that handle the scenario when only one target exists, but requires extension to multiple targets. In both scenarios there exists problems of robot allocation and congestion, and we analyze ways of optimizing both allocation and minimizing congestion for our algorithms. We demonstrate the results through parameterized metrics and compare the improvements in each scenario.

This is a technical report on artificial intelligence, 2017, written by Sanford, Jiao, and Oh.


The Missouri Miner, November 30, 2017 Nov 2017

The Missouri Miner, November 30, 2017

The Missouri Miner Newspaper

No abstract provided.


Biomechanics (Chapter 9), Nicholas Stergiou, K.-C. Siu, Sara Myers, Ben Senderling Nov 2017

Biomechanics (Chapter 9), Nicholas Stergiou, K.-C. Siu, Sara Myers, Ben Senderling

Journal Articles

Biomechanics is a discipline. A discipline deals with understanding, predicting, and explaining phenomena within a content domain, and biomechanics is the study of the human body in motion. Kinesiology, the parent discipline of biomechanics, is a science that investigates movement. Biomechanical research in human development focuses on evaluating essential movement patterns across the human life span. Biomechanical analysis is specifically important in quantifying the developmental motor skills and movement patterns such as walking, kicking, jumping, throwing, and catching. Biomechanical research also involves studying the movement patterns of injured and disabled people. Forensic biomechanists are invited to analyze evidence, clarify some …


Husband’S Education Level And Alcohol Drinking Habit As Risk Factors Of Hiv Infection Among Housewives In Pati District, Nurul Aeni, Annemarie Westendorp Nov 2017

Husband’S Education Level And Alcohol Drinking Habit As Risk Factors Of Hiv Infection Among Housewives In Pati District, Nurul Aeni, Annemarie Westendorp

Kesmas

Cases of Human Immunodeficiency Virus (HIV) infection in Pati District increase, particularly among housewives. The aim of this study was to analyse the risk factors of HIV infection among housewives in Pati District using case-control study design. The respondents were 90 housewives divided into case and control group. The case group consisted of 30 housewives living with HIV, while the control group comprised 60 housewives living in the similar area of the counterparts. The data collection was focused on demographic, sexual behaviour, and sociocultural variables possessed by housewives and their husbands. The study resulted that the risk factors of HIV …


Spatial Analysis Of Determinants Of Filariasis-Endemic Areas In West Sumatra, Masrizal Masrizal, Fivi Melva Diana, Rosfita Rasyid Nov 2017

Spatial Analysis Of Determinants Of Filariasis-Endemic Areas In West Sumatra, Masrizal Masrizal, Fivi Melva Diana, Rosfita Rasyid

Kesmas

West Pasaman District and Agam District are filariasis-endemic areas in West Sumatra with prevalence of 12.40 per 100,000 cases and 11.27 per 100,000 cases respectively. This study aimed to determine risk factors associated with the prevalence of filariasis and mapping the vulnerability of the area in West Sumatra. A case control study design was conducted in the West Pasaman District and Agam District. The study used a sample of 74 cases and 74 controls taken by simple random sampling for the case and purposive random sampling for control. Data analysis used univariate, bivariate, multivariate and spatial. The results in Agam …