TerraClimate Monthly Climate Dataset

TerraClimate Monthly Climate Dataset

MH Subset Needed

Global monthly climate and water balance dataset at ~4km resolution from 1958 to present. Provides temperature, precipitation, evapotranspiration, soil moisture, vapor pressure deficit, Palmer Drought Severity Index (PDSI), and runoff. Critical for agricultural planning and drought monitoring in Maharashtra.

Build a climate analytics dashboard for Maharashtra using TerraClimate's multi-variable monthly climate data.
Maharashtra subset not yet extracted. This is a global dataset that contains data covering Maharashtra. A regional subset can be extracted by filtering on geographic coordinates or administrative boundaries.

Quick Start

import xarray as xr
# Download from https://www.climatologylab.org/terraclimate.html
print('TerraClimate: https://www.climatologylab.org/terraclimate.html')
print('Monthly climate data at ~4km resolution since 1958')
Modality
gridded
Size
~4km (~2.5 arcmin) resolution; monthly; 1958-present; 14+ variables
License
Format
NetCDF4
Language
en
Update Frequency
monthly
Organization
University of Idaho Climatology Lab

Schema

FieldTypeDescription
temperaturefloatMonthly mean temperature in Celsius
precipitationfloatMonthly precipitation in mm
etfloatEvapotranspiration in mm
soil_moisturefloatSoil moisture in mm

Build With This

Create a water balance model for Maharashtra using TerraClimate precipitation, ET, and soil moisture data
Develop a crop suitability shift model predicting how climate changes affect optimal growing zones in Maharashtra
Build a drought severity index for Maharashtra combining temperature, rainfall, and soil moisture anomalies

AI Use Cases

Long-term drought trend analysis for MarathwadaCrop yield forecasting using water balance variablesClimate change impact assessment on agricultureEvapotranspiration mapping for irrigation planningHeat stress monitoring for urban areas
Last verified: 2026-03-09