Mohammed, Sadman KabirKamruzzaman, Syed MohammadAhmed, AzmirHoque, AminulShabnam, Farzana2026-09-132026-09-132019-12-01S. K. Mohammed, S. M. Kamruzzaman, A. Ahmed, A. Hoque and F. Shabnam, "Design and Implementation of an IoT Based Forest Environment Monitoring System," 2019 IEEE 5th International Conference on Computer and Communications (ICCC), Chengdu, China, 2019, pp. 2152-2156, doi: 10.1109/ICCC47050.2019.9064058.97817281474372-s2.0-85084056278https://hdl.handle.net/10361/29840The Internet of Things (IoT) is bringing advancement to our lives through optimization. By creating smart devices, we get more efficient results in industry and logistics. In recent times, climate change and environment monitoring IoT based frameworks are considered to be quite effective. IoT insinuates the routinely arrangement of physical things that utilizes web network for keeping up correspondence and sending information to the client. The amount of information created in this condition, has provoked an exceptional addition in data gathering. One of the genuine challenges for its progression lies in the limit and treatment of this huge volume of data into commendable estimations and examination parameters. This paper talks about a framework, which utilizes sensors to observe forest conditions and rapidly sends the data to its server for drawing out a prediction. This exploration intends to examine the key structures for both batch and stream sensors, dealing with and to utilize them for the improvement of a Big Data condition. Big Data tools were utilized for IoT stockpiling, handling and representation of information. During the experiment, sensors such as Carbon monoxide (MQ 9), Carbon-di-oxide (MQ 135), Hydrogen (MQ 2), Methane (MQ 4) were examined. They were brought under association through a micro-controller (Arduino) unit that bolsters the Transmission Control Protocol/Internet Protocol (TCP/IP). This undertaking features the vital instruments to execute and investigate the information in a dynamic way. The project features the essential devices to execute and scrutinize the information in an effective manner.2152-2156en-USForestryTemperature sensorsTemperature measurementMonitoringSensor systemsClimate changeInternet of Things (IoT)Wireless Sensor Network (WSN)Big dataInternet of things.Environmental monitoring.Conference Proceeding10.1109/ICCC47050.2019.9064058