Data Reduction and Energy Minimization in Sensor Network for Landslide Monitoring

Enviourmental disasters are largely unpredictable and occur short span of time therefore India faces rainfall-induced landslides every year with large threat to human life’s and annual loss. Here, we present extensive studies into data reduction and energy minimization in Sensor Networks for landslide detection and its exact location. The objective of the purposed system is throttling the collected data dynamically with the minimizing energy consumption without diminishing the effectiveness of landslide monitoring by implementing the heterogeneous network of wireless probes with each probe consisting of four different types of sensors to measure rainfall, moisture, pore pressure, and movement, all of which have been in continuous operation. . All captured data will send using Differential Forecast sampling technique for reduction in data and energy consumption. Also the Global Positioning System (GPS) captures the actual location of the landslide. So the system can save human lives and loss.