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Data · dataset · 2026

MSEA-Daily: temporal-disaggregation code for the MSEA-Daily 4-km daily climate dataset

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Description

This deposit contains the complete Python processing pipeline used to generate the MSEA-Daily 4-km daily climate dataset for mainland Southeast Asia (1981–2014; archived at Science Data Bank, doi.org/10.57760/sciencedb.36048). The code temporally disaggregates TerraClimate monthly precipitation totals and monthly mean / maximum / minimum 2-m air-temperature fields to a daily time step at 1/24° (~4 km) horizontal resolution over the 4–24°N / 92–110°E domain, while preserving the original TerraClimate monthly totals (for precipitation) and monthly means (for temperature) exactly by construction.

Daily temporal structure is supplied by CHIRPS v2.0 for precipitation — sharpened by a power transformation with exponent α = 1.35 calibrated against GHCND validation stations to better represent monsoon wet-day intensity — and by AgERA5 zero-mean daily anomalies for the three temperature variables. The pipeline covers source-data retrieval (including a cdsapi wrapper for AgERA5), grid harmonisation, precipitation and temperature disaggregation, post-production quality assurance, and ACDD-1.3 / CF-1.8-compliant NetCDF-4 packaging.

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All scripts are written in Python 3.10+, depend only on widely used scientific-Python packages (numpy, xarray, netCDF4, pandas, scipy, cdsapi), and are released under the MIT License to enable independent reproduction of MSEA-Daily, transparent inspection of every methodological choice documented in the accompanying Scientific Data descriptor, and adaptation of the disaggregation framework to other regions, time periods, or updated source datasets.

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Geoinformatics 70%
Provenance · 1 source records, 10 field assertions
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ScienceDB10.57760/sciencedb.3968611 d agoJSON v1
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