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Soil Moisture Dataset One dataset used in our system is the modified = soil moisture dataset collected by a wireless sensor network deployed in Greenbe= lt Corridor Park near Denton, TX. The purpose of the dataset is to simulate the streaming soil moisture data and to find streaming “high moisture zones”.  The original dataset consists of one-mo= nth soil moisture measurements from 17 sensors. Since the size of the network is relatively small, we use spatial interpolation to generate 1000 sensing poi= nts randomly together with their observations. The modified dataset covers a sq= uare area of 1 mile × 1 mile. We intentionally designed several “high moisture zones” that are formed by sensors with observation value higher than a given threshold.

Water Level Dataset The second dataset used in the system is a synthetic water level dataset. The purpose of this dataset is to simulate streaming water level d= ata and to identify streaming flooding zones in order to identify houses and ro= ads close to flood water front. The water level observations are continuously generated over a rectangular region of 30 miles x 25 miles with City of Den= ton at the center of the region. There are 750 sensors uniformly distributed in this region. The static roads (polylines) and   houses (points) information are generated based on the city map.

 

 

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