Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and wave directions in the Adriatic Sea

2014 ◽  
Author(s):  
Fangpo Wang ◽  
Alan Gelfand ◽  
Giovanna Jona-Lasinio
Keyword(s):  
Adriatic Sea ◽  
Temporal Analysis ◽  
Space Time ◽  
Time Modeling ◽  
Variable Space ◽  
Wave Heights ◽  
Spatio Temporal ◽  
Space Time Modeling

Space-time modeling of soil moisture

2017 ◽  
Vol 109 ◽  
pp. 343-354 ◽  
Author(s):  
Zijuan Chen ◽  
Binayak P. Mohanty ◽  
Ignacio Rodriguez-Iturbe
Keyword(s):  
Soil Moisture ◽  
Space Time ◽  
Time Modeling ◽  
Space Time Modeling

Space-Time Modeling of Natural Disaster Impacts

2011 ◽  
Author(s):  
James P. LeSage ◽  
R. Kelley Pace ◽  
Nina Lam ◽  
Richard Campanella
Keyword(s):  
Natural Disaster ◽  
Space Time ◽  
Time Modeling ◽  
Disaster Impacts ◽  
Space Time Modeling ◽  
Natural Disaster Impacts

scholarly journals The First Lumpy Skin Disease Outbreak in Thailand (2021): Epidemiological Features and Spatio-Temporal Analysis

2022 ◽  
Vol 8 ◽  
Author(s):  
Orapun Arjkumpa ◽  
Minta Suwannaboon ◽  
Manoch Boonrod ◽  
Issara Punyawan ◽  
Supawadee Liangchaisiri ◽  
...  
Keyword(s):  
Skin Disease ◽  
Temporal Analysis ◽  
Space Time ◽  
Effective Control ◽  
Outbreak Response ◽  
Lumpy Skin Disease ◽  
Epidemiological Features ◽  
Spatio Temporal ◽  
Epidemiological Characteristics ◽  
Cattle Farms

The first outbreak of lumpy skin disease (LSD) in Thailand was reported in March 2021, but information on the epidemiological characteristics of the outbreak is very limited. The objectives of this study were to describe the epidemiological features of LSD outbreaks and to identify the outbreak spatio-temporal clusters. The LSD-affected farms located in Roi Et province were investigated by veterinary authorities under the outbreak response program. A designed questionnaire was used to obtain the data. Space-time permutation (STP) and Poisson space-time (Poisson ST) models were used to detect areas of high LSD incidence. The authorities identified 293 LSD outbreak farms located in four different districts during the period of March and the first week of April 2021. The overall morbidity and mortality of the affected cattle were 40.5 and 1.2%, respectively. The STP defined seven statistically significant clusters whereas only one cluster was identified by the Poisson ST model. Most of the clusters (n = 6) from the STP had a radius <7 km, and the number of LSD cases in those clusters varied in range of 3–51. On the other hand, the most likely cluster from the Poisson ST included LSD cases (n = 361) from 198 cattle farms with a radius of 17.07 km. This is the first report to provide an epidemiological overview and determine spatio-temporal clusters of the first LSD outbreak in cattle farms in Thailand. The findings from this study may serve as a baseline information for future epidemiological studies and support authorities to establish effective control programs for LSD in Thailand.

Sign in / Sign up

Export Citation Format

Share Document