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AquaLinked hydrological analysis

Rainfall Time-Series Aggregation & Disaggregation

Upload rainfall observations, identify the date, time and rainfall columns, select a target interval, review the calculation method and download a validated processed time series.

1

Upload rainfall data

Upload tabular rainfall files or NASA/Earth-observation scientific files. The temporary upload limit is 1000 MB. Uploaded files, generated results, graph data and progress files expire automatically after six hours.

Download sample CSV

Supported rainfall-data formats

CSV, TXT and TSV

Streamed row by row. Recommended headings: serial_no, date, time and rainfall_mm.

NASA-style NetCDF

Use .nc or .nc4 files containing dimensions, coordinates, variables, units and time metadata.

NASA CDF

Use .cdf for NASA Common Data Format files. CDF is inspected separately from NetCDF.

View example NASA-style NetCDF structure

The file is binary; this is a readable example of its scientific header.

File: GPM_precipitation_2026.nc4

dimensions:
    time = 48
    latitude = 1800
    longitude = 3600

variables:
    double time(time)
        units = "hours since 2026-07-01 00:00:00 UTC"
    float latitude(latitude)
        units = "degrees_north"
    float longitude(longitude)
        units = "degrees_east"
    float precipitation(time, latitude, longitude)
        long_name = "Precipitation rate"
        units = "mm/hour"
        _FillValue = -9999
Maximum temporary upload: 1000 MB. Accepted: CSV, TXT, TSV, NASA/Earth-observation NetCDF (.nc, .nc4) and NASA CDF (.cdf).
Temporary-file policy

The uploaded file and all generated results are automatically deleted six hours after upload. Download required results before the displayed expiry time.

3

Scientific calculation rules

Rainfall aggregation

Depth: sum valid interval depths.

Intensity: convert to depth, sum, then divide by target duration.

Rainfall disaggregation

Preserve the original total using equal shares or normalized user weights.

Every finer value is labelled estimated.

Acceptance checks

Verify timestamp order, duplicates, missing periods, negative values and rainfall mass balance.

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