Climate change is a major global issue that requires accurate data analysis and predictions to understand its impact and develop mitigation strategies. With the increasing availability of climate data, machine learning algorithms are being used to gain insights into the effects of climate change and make accurate predictions about its future impact. In this article, we will explore the 10 best datasets for climate change in 2023.
Dataset Name | Size | Download Link | Description |
---|---|---|---|
Global Land-Ocean Temperature Index | 140 years of data | https://data.giss.nasa.gov/gistemp/ | This dataset includes information on the global land-ocean temperature index and includes temperature data for both land and ocean surfaces. |
Historical Climatology Network Daily (HCN-Daily) | 200 years of data | https://www.ncdc.noaa.gov/data-access/land-based-station-data/land-based-datasets/historical-climatology-network-hcn | This dataset includes daily climate data for the US and includes information on temperature, precipitation, and pressure. |
WorldClim 1.4 | 1950-2000 | http://www.worldclim.org/version1 | This dataset includes information on climate data for the world, including temperature, precipitation, and bioclimatic variables. |
Climate Research Unit Time-Series (CRU TS) | 1901-2015 | https://crudata.uea.ac.uk/cru/data/hrg/ | This dataset includes information on global climate data and includes temperature, precipitation, and other climate variables. |
Global Historical Climatology Network Monthly (GHCN-M) | 1753-2015 | https://www.ncdc.noaa.gov/data-access/land-based-station-data/land-based-datasets/global-historical-climatology-network-ghcn | This dataset includes monthly climate data for the world and includes information on temperature, precipitation, and pressure. |
Global Land-Ocean-Atmosphere Temperature Index | 1850-2015 | https://data.giss.nasa.gov/gistemp/ | This dataset includes information on the global land-ocean-atmosphere temperature index and includes temperature data for the land, ocean, and atmosphere. |
European Climate Assessment & Dataset (ECA&D) | 1950-2017 | https://www.ecad.eu/download/ensembles/ | This dataset includes information on European climate data and includes temperature, precipitation, and other climate variables. |
Intergovernmental Panel on Climate Change (IPCC) Data | Multiple sources | https://ipcc.ch/data/ | This dataset includes information on climate data used by the Intergovernmental Panel on Climate Change (IPCC) in their assessments of the global climate. |
Climate and Forecast (CF) Conventions | Multiple sources | https://cfconventions.org/Data.html | This dataset includes information on climate data and conventions used in the field of climate science and modeling. |
United Kingdom Climate Projections (UKCP) | Multiple sources | https://ukclimateprojections.metoffice.gov.uk/data | This dataset includes information on UK climate projections and includes data on temperature, precipitation, and other climate variables. |