Automation, web publishing and big data manipulation of NDVI, NDWI, precipitation and temperature along with other information for farming and crop monitoring like GNSS sensors and LIDAR/UAV data – precise agriculture

Abstract

The study aimed to present the research and conclusions of process automation, web publishing, Big Data manipulation of some indices used in agricultural environment like NDVI, NDWI, precipitation and temperature along with GNSS Sensors with RTK data (precise position) and UAV with LIDAR and Multispectral. It is based on the data obtained using open source information from different satellites, UAV’s. The data was processed using multiple OS environments and multiple programming solutions (Python, PHP, PostgreSQL). All the information must be assembled in to one simple solutions (web-based) along with other information like graphical display of crops, plots in lease and plots in property and other topographical information. The solutions was planned because in present day in Romania are multiple modules to get specific data and none to assemble all information in one place.