SlideShare una empresa de Scribd logo
1 de 1
Descargar para leer sin conexión
SPATIAL ANALYSIS OF TOPOGRAPHY AND RIVER 
WATERSHED FACTORS FOR LEPTOSPIROSIS CASES IN 
KULON PROGO, YOGYAKARTA PROVINCE, INDONESIA 
Dyah Ayu Widiasih1*, Wayan T. Artama2*, Adi Heru Husodo3*, Tjut Sugandawaty Djohan4*, Fred Unger5 
1Dept. of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, 2Dept. of Biochemistry, Faculty of Veterinary 
Medicine, Universitas Gadjah Mada, 3Dept. of Public Health, Faculty of Medicine, Universitas Gadjah Mada, 4Dept. of Ecology, Fac. of Biology, 
Universitas Gadjah Mada, 5International Livestock Research Institute (ILRI), *EcoHealth Resource Center‐Universitas Gadjah Mada (EHRC‐UGM) 
Introduction 
Source: Widodo (2012), 
Muniipal Health of Kulon 
Progo District (2011) 
This study, as being part of the ILRI/IDRC EcoZD project, was conducted to reveal epidemiological analysis of the spatial and temporal 
distribution of leptospirosis in Kulon Progo District, Yogyakarta Province based on the topography and river watershed in those areas to explore 
the geographical influences in the dissemination of leptospirosis and support disease modeling. 
Materials and methods 
The study was carried out by tracing back 54 positive results MAT cattle sera collected in a previous survey which focused on identification of risk 
factors. The distribution of Leptospira serovars were plotted using ArcGIS 9.3 map software. This tool allowed to analyze the dissemination of 
leptospira serovars in relation to the land altitude and river watershed. 
Results & Discussion 
Result showed that leptospira spp. were disseminated in 12 sub‐districts of Kulon Progo with eight serovares finally identified. This bacterium was 
spread almost overall the low land altitude with stream tributary branches across the regions from the high land altitude. Leptospira serovars 
hardjo and icterohaemorragicae were widely spread and found across high to low land altitudes of the sub‐villages in Kulon Progo District. 
Meanwhile, other serovars such as L. ser. pomona and rahmadie were predominantly identified in high land altitude areas. Conversely L. ser. 
tarassovi was only identified in the low land altitude area. The remaining identified serovars, celledoni, bataviae and javanicae varied less in their 
distribution, reported only for some sub‐villages. 
Contact author: Dyah Ayu Widiasih; dyahaw@ugm.ac.id, Gadjah Mada University, Faculty for Veterinary Medicine , Yogyakarta, Indonesia 
Acknowledgements: 
This work was supported by International Livestock Research Institute (ILRI) and the International Development Resource Centre (IDRC). We are grateful to all ILRI 
representatives in South East Asia, the head of Kulon Progo districts and all staff of Kulon Progo Livestock Services and Municipal Health Services of Kulon Progo for providing 
the facilities and secondary data. The grateful thanks to all members of Working Group of the EHRC‐UGM for being a good collaborative team in this study. 
Funding: IDRC Canada 
This document is licensed for use under a Creative Commons Attribution –Non commercial‐Share Alike 3.0 
Unported License September 2014 
Key messages 
• The use of a GIS provided a more beneficial mapping and 
modeling of the diseases. 
• Spatial analysis based on topography and rivers watershed 
contributed to a better integrated understanding of 
disease emergence 
• It is the basis for a more effective control and efficient 
addressing of public health concerns.

Más contenido relacionado

Destacado

Abbott pcaplus
Abbott pcaplusAbbott pcaplus
Abbott pcaplus
bocap1966
 
Selling Power Top 50 2014
Selling Power Top 50 2014Selling Power Top 50 2014
Selling Power Top 50 2014
Denise Wadina
 
BDPA Corporate Sponsors (Dec 2012)
BDPA Corporate Sponsors (Dec 2012)BDPA Corporate Sponsors (Dec 2012)
BDPA Corporate Sponsors (Dec 2012)
BDPA Education and Technology Foundation
 
Copyright 2007 2
Copyright 2007 2Copyright 2007 2
Copyright 2007 2
guest339a0f
 

Destacado (20)

Lydia Rabinovich Resume
Lydia Rabinovich ResumeLydia Rabinovich Resume
Lydia Rabinovich Resume
 
Nhi teveten
Nhi tevetenNhi teveten
Nhi teveten
 
Abbott pcaplus
Abbott pcaplusAbbott pcaplus
Abbott pcaplus
 
Q1 2009 Earning Report of Vascular Solution
Q1 2009 Earning Report of Vascular SolutionQ1 2009 Earning Report of Vascular Solution
Q1 2009 Earning Report of Vascular Solution
 
Youth Entrepreneurship: Moderating Opportunity Identification towards New Ven...
Youth Entrepreneurship: Moderating Opportunity Identification towards New Ven...Youth Entrepreneurship: Moderating Opportunity Identification towards New Ven...
Youth Entrepreneurship: Moderating Opportunity Identification towards New Ven...
 
Luận văn thạc sỹ y học
Luận văn thạc sỹ y họcLuận văn thạc sỹ y học
Luận văn thạc sỹ y học
 
Silvers, David CV
Silvers, David CVSilvers, David CV
Silvers, David CV
 
Saginaw 2015 keynote
Saginaw 2015 keynoteSaginaw 2015 keynote
Saginaw 2015 keynote
 
Exista Right place waiting for the right time
Exista Right place waiting for the right timeExista Right place waiting for the right time
Exista Right place waiting for the right time
 
March2011brochure
March2011brochureMarch2011brochure
March2011brochure
 
Auto pollution diagnostics software
Auto pollution diagnostics softwareAuto pollution diagnostics software
Auto pollution diagnostics software
 
Study for the creation of a local specialized
Study for the creation of a local specializedStudy for the creation of a local specialized
Study for the creation of a local specialized
 
Selling Power Top 50 2014
Selling Power Top 50 2014Selling Power Top 50 2014
Selling Power Top 50 2014
 
The pictures all Australia has been waiting to see: Sean Abbott shows he's re...
The pictures all Australia has been waiting to see: Sean Abbott shows he's re...The pictures all Australia has been waiting to see: Sean Abbott shows he's re...
The pictures all Australia has been waiting to see: Sean Abbott shows he's re...
 
Siriwat Wittaya Primary Section
Siriwat Wittaya Primary SectionSiriwat Wittaya Primary Section
Siriwat Wittaya Primary Section
 
SPOTLIGHT ON THE PREMIUM CHANNEL - Abbott Medical Optics
SPOTLIGHT ON THE PREMIUM CHANNEL - Abbott Medical OpticsSPOTLIGHT ON THE PREMIUM CHANNEL - Abbott Medical Optics
SPOTLIGHT ON THE PREMIUM CHANNEL - Abbott Medical Optics
 
Epilepsy
EpilepsyEpilepsy
Epilepsy
 
BDPA Corporate Sponsors (Dec 2012)
BDPA Corporate Sponsors (Dec 2012)BDPA Corporate Sponsors (Dec 2012)
BDPA Corporate Sponsors (Dec 2012)
 
Copyright 2007 2
Copyright 2007 2Copyright 2007 2
Copyright 2007 2
 
El ectiva 3 (programacion)
El ectiva 3 (programacion) El ectiva 3 (programacion)
El ectiva 3 (programacion)
 

Similar a Spatial analysis of topography and river watershed factors for leptospirosis cases in Kulon Progo, Yogyakarta Province, Indonesia

Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
Premier Publishers
 
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRYA STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
Dr. B. R. Ambedkar University
 
10.11648.j.ijepp.s.2015030201.11
10.11648.j.ijepp.s.2015030201.1110.11648.j.ijepp.s.2015030201.11
10.11648.j.ijepp.s.2015030201.11
Tanvir Hossain
 
Makerere-63rd-Graduation-List-Full_0.pdf
Makerere-63rd-Graduation-List-Full_0.pdfMakerere-63rd-Graduation-List-Full_0.pdf
Makerere-63rd-Graduation-List-Full_0.pdf
Nimrod18
 
The diversity of wild edible fruit plants and traditional knowledge in west a...
The diversity of wild edible fruit plants and traditional knowledge in west a...The diversity of wild edible fruit plants and traditional knowledge in west a...
The diversity of wild edible fruit plants and traditional knowledge in west a...
Adi Bejo Suwardi
 
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
AbdullaAlAsif1
 
Beggs Writing Sample.Development_Stewardship Report
Beggs Writing Sample.Development_Stewardship ReportBeggs Writing Sample.Development_Stewardship Report
Beggs Writing Sample.Development_Stewardship Report
Anne Beggs
 
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
PUBLISHERJOURNAL
 

Similar a Spatial analysis of topography and river watershed factors for leptospirosis cases in Kulon Progo, Yogyakarta Province, Indonesia (20)

Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
Prevalence and Risk Factors of Soil-transmitted Helminthiasis among Students ...
 
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRYA STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
A STUDY OF DIIFERENT TYPES OF CASES IN ANIMAL HUSBANDRY AND POULTRY
 
10.11648.j.ijepp.s.2015030201.11
10.11648.j.ijepp.s.2015030201.1110.11648.j.ijepp.s.2015030201.11
10.11648.j.ijepp.s.2015030201.11
 
Makerere-63rd-Graduation-List-Full_0.pdf
Makerere-63rd-Graduation-List-Full_0.pdfMakerere-63rd-Graduation-List-Full_0.pdf
Makerere-63rd-Graduation-List-Full_0.pdf
 
Assessment of-wild-rodents-endoparasites-in-kirimiri-forest-in-embu-county-kenya
Assessment of-wild-rodents-endoparasites-in-kirimiri-forest-in-embu-county-kenyaAssessment of-wild-rodents-endoparasites-in-kirimiri-forest-in-embu-county-kenya
Assessment of-wild-rodents-endoparasites-in-kirimiri-forest-in-embu-county-kenya
 
Art%3 a10.1007%2fs40071 014-0077-3
Art%3 a10.1007%2fs40071 014-0077-3Art%3 a10.1007%2fs40071 014-0077-3
Art%3 a10.1007%2fs40071 014-0077-3
 
The Parity Rate of Indoor-Resting Adult Female Anopheles and Culex Mosquitoes...
The Parity Rate of Indoor-Resting Adult Female Anopheles and Culex Mosquitoes...The Parity Rate of Indoor-Resting Adult Female Anopheles and Culex Mosquitoes...
The Parity Rate of Indoor-Resting Adult Female Anopheles and Culex Mosquitoes...
 
Diversity_Molluscan_Communities_Kondakarla_Freshwater_Lake_Visakhapatnam.pdf
Diversity_Molluscan_Communities_Kondakarla_Freshwater_Lake_Visakhapatnam.pdfDiversity_Molluscan_Communities_Kondakarla_Freshwater_Lake_Visakhapatnam.pdf
Diversity_Molluscan_Communities_Kondakarla_Freshwater_Lake_Visakhapatnam.pdf
 
Shrimp disease investigation and culture strategies in Bagerhat district, Ban...
Shrimp disease investigation and culture strategies in Bagerhat district, Ban...Shrimp disease investigation and culture strategies in Bagerhat district, Ban...
Shrimp disease investigation and culture strategies in Bagerhat district, Ban...
 
Studies on the intestinal helminths infestation among primary school children...
Studies on the intestinal helminths infestation among primary school children...Studies on the intestinal helminths infestation among primary school children...
Studies on the intestinal helminths infestation among primary school children...
 
Assessment of Traditional Medicinal Plants Used for Treatment of Human Diseas...
Assessment of Traditional Medicinal Plants Used for Treatment of Human Diseas...Assessment of Traditional Medicinal Plants Used for Treatment of Human Diseas...
Assessment of Traditional Medicinal Plants Used for Treatment of Human Diseas...
 
The diversity of wild edible fruit plants and traditional knowledge in west a...
The diversity of wild edible fruit plants and traditional knowledge in west a...The diversity of wild edible fruit plants and traditional knowledge in west a...
The diversity of wild edible fruit plants and traditional knowledge in west a...
 
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
Freshwater gastropod diversity in the selected lotic environment, Betong, Sar...
 
Beggs Writing Sample.Development_Stewardship Report
Beggs Writing Sample.Development_Stewardship ReportBeggs Writing Sample.Development_Stewardship Report
Beggs Writing Sample.Development_Stewardship Report
 
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
Evaluation of factors that influence Reoccurrence of Cholera epidemics in Bwe...
 
G0563337
G0563337G0563337
G0563337
 
G0563337
G0563337G0563337
G0563337
 
Soil-transmitted helminth infections in relation to the knowledge and practic...
Soil-transmitted helminth infections in relation to the knowledge and practic...Soil-transmitted helminth infections in relation to the knowledge and practic...
Soil-transmitted helminth infections in relation to the knowledge and practic...
 
Report indohun symposium 2012
Report indohun symposium 2012Report indohun symposium 2012
Report indohun symposium 2012
 
Ecosystem approaches to the better management of Brucellosis and Toxoplasma i...
Ecosystem approaches to the better management of Brucellosis and Toxoplasma i...Ecosystem approaches to the better management of Brucellosis and Toxoplasma i...
Ecosystem approaches to the better management of Brucellosis and Toxoplasma i...
 

Más de ILRI

Más de ILRI (20)

How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...
 
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
 
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesPreventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
 
Preventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne diseasePreventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne disease
 
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistancePreventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
 
Food safety research in low- and middle-income countries
Food safety research in low- and middle-income countriesFood safety research in low- and middle-income countries
Food safety research in low- and middle-income countries
 
Food safety research LMIC
Food safety research LMICFood safety research LMIC
Food safety research LMIC
 
The application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern AfricaThe application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern Africa
 
One Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the fieldOne Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the field
 
Reservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in UgandaReservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in Uganda
 
Minyoo ya mbwa
Minyoo ya mbwaMinyoo ya mbwa
Minyoo ya mbwa
 
Parasites in dogs
Parasites in dogsParasites in dogs
Parasites in dogs
 
Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...
 
Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...
 
Livestock in the agrifood systems transformation
Livestock in the agrifood systems transformationLivestock in the agrifood systems transformation
Livestock in the agrifood systems transformation
 
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
 
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsPractices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
 

Último

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Último (20)

Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 

Spatial analysis of topography and river watershed factors for leptospirosis cases in Kulon Progo, Yogyakarta Province, Indonesia

  • 1. SPATIAL ANALYSIS OF TOPOGRAPHY AND RIVER WATERSHED FACTORS FOR LEPTOSPIROSIS CASES IN KULON PROGO, YOGYAKARTA PROVINCE, INDONESIA Dyah Ayu Widiasih1*, Wayan T. Artama2*, Adi Heru Husodo3*, Tjut Sugandawaty Djohan4*, Fred Unger5 1Dept. of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, 2Dept. of Biochemistry, Faculty of Veterinary Medicine, Universitas Gadjah Mada, 3Dept. of Public Health, Faculty of Medicine, Universitas Gadjah Mada, 4Dept. of Ecology, Fac. of Biology, Universitas Gadjah Mada, 5International Livestock Research Institute (ILRI), *EcoHealth Resource Center‐Universitas Gadjah Mada (EHRC‐UGM) Introduction Source: Widodo (2012), Muniipal Health of Kulon Progo District (2011) This study, as being part of the ILRI/IDRC EcoZD project, was conducted to reveal epidemiological analysis of the spatial and temporal distribution of leptospirosis in Kulon Progo District, Yogyakarta Province based on the topography and river watershed in those areas to explore the geographical influences in the dissemination of leptospirosis and support disease modeling. Materials and methods The study was carried out by tracing back 54 positive results MAT cattle sera collected in a previous survey which focused on identification of risk factors. The distribution of Leptospira serovars were plotted using ArcGIS 9.3 map software. This tool allowed to analyze the dissemination of leptospira serovars in relation to the land altitude and river watershed. Results & Discussion Result showed that leptospira spp. were disseminated in 12 sub‐districts of Kulon Progo with eight serovares finally identified. This bacterium was spread almost overall the low land altitude with stream tributary branches across the regions from the high land altitude. Leptospira serovars hardjo and icterohaemorragicae were widely spread and found across high to low land altitudes of the sub‐villages in Kulon Progo District. Meanwhile, other serovars such as L. ser. pomona and rahmadie were predominantly identified in high land altitude areas. Conversely L. ser. tarassovi was only identified in the low land altitude area. The remaining identified serovars, celledoni, bataviae and javanicae varied less in their distribution, reported only for some sub‐villages. Contact author: Dyah Ayu Widiasih; dyahaw@ugm.ac.id, Gadjah Mada University, Faculty for Veterinary Medicine , Yogyakarta, Indonesia Acknowledgements: This work was supported by International Livestock Research Institute (ILRI) and the International Development Resource Centre (IDRC). We are grateful to all ILRI representatives in South East Asia, the head of Kulon Progo districts and all staff of Kulon Progo Livestock Services and Municipal Health Services of Kulon Progo for providing the facilities and secondary data. The grateful thanks to all members of Working Group of the EHRC‐UGM for being a good collaborative team in this study. Funding: IDRC Canada This document is licensed for use under a Creative Commons Attribution –Non commercial‐Share Alike 3.0 Unported License September 2014 Key messages • The use of a GIS provided a more beneficial mapping and modeling of the diseases. • Spatial analysis based on topography and rivers watershed contributed to a better integrated understanding of disease emergence • It is the basis for a more effective control and efficient addressing of public health concerns.