Name: Climate Change Dataset2020–2024
Creator: Kaggle
License: http://opendatacommons.org/licenses/odbl/1.0/

About this Dataset

Climate Change Dataset2020–2024

This dataset, spanning from January 2020 to May 2024, contains a comprehensive collection of global climate data. It includes various climatic features measured on a monthly basis, providing insights into weather patterns, temperature changes, and environmental conditions over time.

Usefulness

Climate Research: Provides data for studying climate trends, patterns, and changes over time.
Weather Forecasting: Helps in building predictive models for temperature, precipitation, and other weather conditions.
Environmental Analysis: Supports analysis of environmental factors such as CO2 levels, particulate matter, and solar irradiance.
Impact Assessment: Useful for assessing the impact of climate change on various aspects like agriculture, public health, and natural ecosystems.
Policy-making: Provides insights for policymakers to develop strategies related to climate resilience, disaster management, and sustainable development.

Features

Year: The year of data collection (2020-2024).
Month: The month of data collection (January to December).
Avg_Temp (°C): Average temperature in Celsius.
Max_Temp (°C): Maximum temperature in Celsius.
Min_Temp (°C): Minimum temperature in Celsius.
Precipitation (mm): Precipitation amount in millimeters.
Humidity (%): Relative humidity in percentage.
Wind_Speed (m/s): Wind speed in meters per second.
Solar_Irradiance (W/m²): Solar irradiance in watts per square meter.
Cloud_Cover (%): Cloud cover percentage.
CO2_Concentration (ppm): Carbon dioxide concentration in parts per million.
Latitude: Latitude coordinates of the location.
Longitude: Longitude coordinates of the location.
Altitude (m): Altitude above sea level in meters.
Proximity_to_Water (km): Distance to the nearest water body in kilometers.
Urbanization_Index: Index representing urbanization level.
Vegetation_Index: Index representing vegetation coverage.
ENSO_Index: El Niño Southern Oscillation index.
Particulate_Matter (µg/m³): Particulate matter concentration in micrograms per cubic meter.
Sea_Surface_Temp (°C): Sea surface temperature in Celsius.

Tables

Climate Change Dataset

@kaggle.atifmasih_climate_change_dataset2020_2024.climate_change_dataset

25.94 kB
53 rows
20 columns

CREATE TABLE climate_change_dataset (
  "year" VARCHAR,
  "month" VARCHAR,
  "avg_temp_c" DOUBLE  -- Avg Temp (°C),
  "max_temp_c" VARCHAR  -- Max Temp (°C),
  "min_temp_c" VARCHAR  -- Min Temp (°C),
  "precipitation_mm" VARCHAR  -- Precipitation (mm),
  "humidity" VARCHAR  -- Humidity (%),
  "wind_speed_m_s" VARCHAR  -- Wind Speed (m/s),
  "solar_irradiance_w_m" VARCHAR  -- Solar Irradiance (W/m²),
  "cloud_cover" VARCHAR  -- Cloud Cover (%),
  "co2_concentration_ppm" DOUBLE  -- CO2 Concentration (ppm),
  "latitude" VARCHAR,
  "longitude" VARCHAR,
  "altitude_m" VARCHAR  -- Altitude (m),
  "proximity_to_water_km" VARCHAR  -- Proximity To Water (km),
  "urbanization_index" DOUBLE,
  "vegetation_index" VARCHAR,
  "enso_index" VARCHAR,
  "particulate_matter_g_m" VARCHAR  -- Particulate Matter (µg/m³),
  "sea_surface_temp_c" VARCHAR  -- Sea Surface Temp (°C)
);