title: Spatial and Temporal Characteristics of Pastoral Mobility in the Far North Region, Cameroon: Data Analysis and Modeling.
abstract: 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.
authors.affiliation: Department of Geography, The Ohio State University, Columbus, OH, United States of America.
authors.forename: Ningchuan
authors.initials: N
authors.lastname: Xiao
authors.affiliation: Department of Geography, Nipissing University, North Bay, Ontario, Canada.
authors.forename: Shanshan
authors.initials: S
authors.lastname: Cai
authors.affiliation: Department of Anthropology, The Ohio State University, Columbus, OH, United States of America; Netherlands Institute for Advanced Study (NIAS), Wassenaar, the Netherlands.
authors.forename: Mark
authors.initials: M
authors.lastname: Moritz
authors.affiliation: Department of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH, United States of America.
authors.forename: Rebecca
authors.initials: R
authors.lastname: Garabed
authors.affiliation: Department of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH, United States of America.
authors.forename: Laura W
authors.initials: LW
authors.lastname: Pomeroy
mesh_terms: D000465:Algorithms; D000822:Animal Husbandry / Q000379:methods; D000818:Animals; D002163:Cameroon; D017753:Ecosystem; D006801:Humans; D008962:Models, Theoretical; D006109:Poaceae / Q000254:growth & development; D011157:Population Dynamics; D011891:Rain; D012621:Seasons; D014171:Transients and Migrants