Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.

Modeling the movements of humans and animals is critical to understanding the transmission of infectious diseases in complex social and ecological systems. In this paper, we focus on the movements of pastoralists in the Far North Region of Cameroon, who follow an annual transhumance by moving betwee...

Full description

Bibliographic Details
Main Authors: Ningchuan Xiao, Shanshan Cai, Mark Moritz, Rebecca Garabed, Laura W Pomeroy
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4495066?pdf=render
id doaj-f1c7019680174308a01dc49551ce628d
record_format Article
spelling doaj-f1c7019680174308a01dc49551ce628d2020-11-25T01:18:46ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01107e013169710.1371/journal.pone.0131697Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.Ningchuan XiaoShanshan CaiMark MoritzRebecca GarabedLaura W PomeroyModeling the movements of humans and animals is critical to understanding the transmission of infectious diseases in complex social and ecological systems. In this paper, we focus on the movements of pastoralists in the Far North Region of Cameroon, who follow an annual transhumance by moving between rainy and dry season pastures. Describing, summarizing, and modeling the transhumance movements in the region are important steps for understanding the role these movements may play in the transmission of infectious diseases affecting humans and animals. We collected data on this transhumance system for four years using a combination of surveys and GPS mapping. An analysis on the spatial and temporal characteristics of pastoral mobility suggests four transhumance modes, each with its own properties. Modes M1 and M2 represent the type of transhumance movements where pastoralists settle in a campsite for a relatively long period of time (≥20 days) and then move around the area without specific directions within a seasonal grazing area. Modes M3 and M4 on the other hand are the situations when pastoralists stay in a campsite for a relatively short period of time (<20 days) when moving between seasonal grazing areas. These four modes are used to develop a spatial-temporal mobility (STM) model that can be used to estimate the probability of a mobile pastoralist residing at a location at any time. We compare the STM model with two reference models and the experiments suggest that the STM model can effectively capture and predict the space-time dynamics of pastoral mobility in our study area.http://europepmc.org/articles/PMC4495066?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Ningchuan Xiao
Shanshan Cai
Mark Moritz
Rebecca Garabed
Laura W Pomeroy
spellingShingle Ningchuan Xiao
Shanshan Cai
Mark Moritz
Rebecca Garabed
Laura W Pomeroy
Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
PLoS ONE
author_facet Ningchuan Xiao
Shanshan Cai
Mark Moritz
Rebecca Garabed
Laura W Pomeroy
author_sort Ningchuan Xiao
title Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
title_short Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
title_full Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
title_fullStr Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
title_full_unstemmed Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
title_sort spatial and temporal characteristics of pastoral mobility in the far north region, cameroon: data analysis and modeling.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description Modeling the movements of humans and animals is critical to understanding the transmission of infectious diseases in complex social and ecological systems. In this paper, we focus on the movements of pastoralists in the Far North Region of Cameroon, who follow an annual transhumance by moving between rainy and dry season pastures. Describing, summarizing, and modeling the transhumance movements in the region are important steps for understanding the role these movements may play in the transmission of infectious diseases affecting humans and animals. We collected data on this transhumance system for four years using a combination of surveys and GPS mapping. An analysis on the spatial and temporal characteristics of pastoral mobility suggests four transhumance modes, each with its own properties. Modes M1 and M2 represent the type of transhumance movements where pastoralists settle in a campsite for a relatively long period of time (≥20 days) and then move around the area without specific directions within a seasonal grazing area. Modes M3 and M4 on the other hand are the situations when pastoralists stay in a campsite for a relatively short period of time (<20 days) when moving between seasonal grazing areas. These four modes are used to develop a spatial-temporal mobility (STM) model that can be used to estimate the probability of a mobile pastoralist residing at a location at any time. We compare the STM model with two reference models and the experiments suggest that the STM model can effectively capture and predict the space-time dynamics of pastoral mobility in our study area.
url http://europepmc.org/articles/PMC4495066?pdf=render
work_keys_str_mv AT ningchuanxiao spatialandtemporalcharacteristicsofpastoralmobilityinthefarnorthregioncameroondataanalysisandmodeling
AT shanshancai spatialandtemporalcharacteristicsofpastoralmobilityinthefarnorthregioncameroondataanalysisandmodeling
AT markmoritz spatialandtemporalcharacteristicsofpastoralmobilityinthefarnorthregioncameroondataanalysisandmodeling
AT rebeccagarabed spatialandtemporalcharacteristicsofpastoralmobilityinthefarnorthregioncameroondataanalysisandmodeling
AT laurawpomeroy spatialandtemporalcharacteristicsofpastoralmobilityinthefarnorthregioncameroondataanalysisandmodeling
_version_ 1725140520185888768