Megasoft Bmkg Upd -

: Automatically calculates the stability of climate zones as new data is synced from the 120+ observation stations. If evaporation or rainfall patterns shift significantly, the system alerts analysts to potential "zone drift". Integrated Ward’s Method Module : Since hierarchical cluster analysis (specifically the Ward method

We thank BMKG’s Data and Information Systems Division and the Megasoft engineering team. megasoft bmkg upd

Currently, data is manually observed at all stations at 00:00 UTC and inputted into Megasoft for transmission. This feature would introduce a real-time validation layer that flags entries that deviate significantly from historical norms or neighboring station data. 2. Key Components Real-time Thresholding: : Automatically calculates the stability of climate zones

to record, transmit, and manage climate data from over 127 observation stations across Indonesia. Currently, data is manually observed at all stations

for exporting and extracting data to meet internal and external user needs. Database Integration : Connection to centralized database services (e.g., megasoft.database@bmkg.go.id ) for historical data retrieval. 3. Operational Applications Urban Heat Island (UHI) Research