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Concise Hydrology
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8. Hydrological Measurements
8. Hydrological Measurements
Hydrological measurements are used to obtain data on hydrological processes. Academic research and
practical engineering projects all depend on the hydrological data to calibrate and validate the relevant
models.
8.1 Basic terms
Hydrological processes vary in time and space. Although they are continuous in time and space, they
are usually measured at point samples. The following information is relevant to hydrological
measurements.
8.1.1 Time series
A time series is a sequence of data points, measured typically at successive times, spaced at (often
uniform) time intervals. For example, the rainfall measured by a rain gauge at a specific location is a
time series.
8.1.2 Time domain
Time domain refers to the analysis of hydrological time series with respect to time. A time domain
graph shows how a hydrological process changes over time. It uses tools such as auto-correlation and
cross-correlation analysis.
8.1.3 Frequency domain
A frequency domain graph shows how much of the time series lies within each given frequency band
over a range of frequencies. The frequency tools include spectral analysis and wavelet analysis.
8.1.4 Spatial data
Spatial data have some form of spatial or geographical reference that enables them to be located in two
or three dimensional space (such as remote sensed images). Spatial data are often accessed,
manipulated or analyzed through Geographic Information Systems (GIS).
8.1.5 Spatial time series
It is a collection of time series with spatial or geographical references. For example, the data from a
network of rain gauges are a typical spatial time series.