IoT-Driven Digital Framework for Forest Environmental Monitoring with Advanced Data Collection Computational Analysis and Remote Ecosystem Management
摘要
The IoT-based forest monitoring system developed provides for the real-time gathering and evaluation of data from the cloud as well as controlling the various aspects of air quality, temperature, humidity, and carbon dioxide concentration from a remote base. It assists in the identification of factors that lead to degradation of the environment in the early days by raising the pollution of the areas or a climatic variant through the provision of facts and projections of what the environment is supposed to be like. This new strategy increases the overall efficiency of forest protection and gives decision-makers and conservationists the tools they need to combat deforestation and environmental harm.