Name: Plant-Health-Data
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Plant-Health-Data

Key Features:
Timestamp: The date and time of each biosensor reading.
Plant_ID: Unique identifier for each plant in the dataset.
Soil_Moisture (%): Measures the water content in soil, crucial for maintaining adequate hydration levels.
Ambient_Temperature (°C): Ambient temperature around the plant.
Soil_Temperature (°C): Soil temperature near plant roots.
Humidity (%): Air humidity level, which affects plant transpiration and growth.
Light_Intensity (Lux): Measures light exposure, essential for photosynthesis.
Soil_pH: Indicates the acidity or alkalinity of the soil, affecting nutrient availability.
Nitrogen_Level (mg/kg): Key nutrient supporting plant growth and leaf development.
Phosphorus_Level (mg/kg): Nutrient important for root and flower development.
Potassium_Level (mg/kg): Nutrient aiding in overall plant resilience and disease resistance.
Chlorophyll_Content (mg/m²): Chlorophyll concentration reflects photosynthetic activity and plant health.
Electrochemical_Signal (mV): Represents stress signals detected in plants, often due to environmental changes or internal stress responses.
Plant_Health_Status: Categorical label indicating the overall health of the plant, based on soil moisture and nutrient levels. It has three possible values:
Healthy
Moderate Stress
High Stress

Tables

Plant Health Data

@kaggle.ziya07_plant_health_data.plant_health_data

145.05 kB
1,200 rows
14 columns

CREATE TABLE plant_health_data (
  "timestamp" TIMESTAMP,
  "plant_id" BIGINT,
  "soil_moisture" DOUBLE,
  "ambient_temperature" DOUBLE,
  "soil_temperature" DOUBLE,
  "humidity" DOUBLE,
  "light_intensity" DOUBLE,
  "soil_ph" DOUBLE,
  "nitrogen_level" DOUBLE,
  "phosphorus_level" DOUBLE,
  "potassium_level" DOUBLE,
  "chlorophyll_content" DOUBLE,
  "electrochemical_signal" DOUBLE,
  "plant_health_status" VARCHAR
);