Corn Crop Growth

This dataset contains information on environmental and soil variables that influence the growth of corn crops. The data was collected from 2010 to 2019 with the aim of predicting and optimizing management practices to improve corn productivity. Variables Temperature Description: Ambient temperature in degrees Celsius. Data Type: Numeric (float) Value Range: 10°C to 35°C Importance: Temperature directly influences the growth rate and development of corn. Temperatures within the optimal range promote ideal plant growth. Humidity Description: Relative humidity in percentage. Data Type: Numeric (float) Value Range: 30% to 90% Importance: Relative humidity is crucial for transpiration and gas exchange in corn leaves, affecting nutrient and water absorption. Soil_Moisture Description: Soil moisture in percentage. Data Type: Numeric (float) Value Range: 10% to 40% Importance: Soil moisture is fundamental for water availability to corn roots, especially during critical stages of germination and vegetative growth. Growth Description: Corn growth in centimeters. Data Type: Numeric (float) Value Range: Dependent on environmental and soil conditions Importance: Direct measure of plant health and development, influenced by environmental and soil variables. It is the target variable for regression models.

本数据集收录了影响玉米作物生长的环境与土壤变量相关信息，数据采集时段为2010年至2019年，旨在通过预测与优化田间管理措施提升玉米生产效能。
温度（Temperature）：以摄氏度表示的环境气温。数据类型：数值（浮点型），取值范围：10℃至35℃。重要性：温度直接影响玉米的生长速率与发育进程，处于最优区间的温度可促进植株实现理想生长。
湿度（Humidity）：以百分比计量的相对湿度。数据类型：数值（浮点型），取值范围：30%至90%。重要性：相对湿度对玉米叶片的蒸腾作用与气体交换过程至关重要，可影响植株的养分与水分吸收效率。
土壤湿度（Soil_Moisture）：以百分比表示的土壤含水量。数据类型：数值（浮点型），取值范围：10%至40%。重要性：土壤湿度是玉米根系获取水分的核心保障，尤其在发芽与营养生长的关键阶段尤为重要。
生长量（Growth）：以厘米为单位的玉米生长高度。数据类型：数值（浮点型），取值范围：随环境与土壤条件动态变化。重要性：该指标为植株健康状态与发育水平的直接衡量标准，受环境与土壤变量共同影响，是回归模型的目标变量。