Crop Growth Analysis Across Indian States: The Role of Temperature, Humidity, Soil pH, and RainFall

Crop growth is influenced by a complex interplay of environmental factors such as temperature, humidity, soil pH, and rainfall, each playing a critical role in determining yield and productivity. This study presents a comprehensive analysis of multiple crops across ten Indian states, focusing on the impact of these key agro-climatic variables. Using a dataset that includes temperature, moisture (humidity), pH, and rainfall for various crops such as rice, wheat, sugarcane, maize, barley, and others, the study explores how variations in these parameters affect crop growth and yield in different regions. The analysis provides valuable insights into the correlation between climatic conditions and crop performance, offering recommendations for optimizing agricultural practices in diverse agro-climatic zones. The results demonstrate significant variability in crop responses to environmental factors, underscoring the need for region-specific strategies in precision agriculture. This research contributes to the development of predictive models for crop growth, enhancing decision-making processes for farmers, policymakers, and agronomists working towards sustainable agriculture in India.