Analysis of Soil Properties and Climatic Data to Predict Crop Yields and Cluster Different Agricultural Regions of Bangladesh

Bangladesh, a nation renowned for its rich fertile land and a population around 160 million, earns most of its living from agriculture. The nutrient rich lands help us providing year-round crop yields that play a crucial role for the economy of Bangladesh. Thus, this is important to deliberately work on agricultural planning and prediction models to ensure economic prosperity. The advancement of crop yields is significantly dependent on soil factors like Ph, nutrients and organic substances along with climatic factors like rainfall, temperature and humidity. Data of such factors are recorded to serve the purpose of scientific and statistical analysis. With the help of applying different data mining techniques on them, we are able to determine effective parameters to predict…