Table 1 Predictor variables used to determine the drivers of change in temperature, pH and salinity in east Australian estuaries.

From: Climate change rapidly warms and acidifies Australian estuaries

Predictor variable

Conceptual link and source of evidence

Type of predictor

Appropriate for analysis

Days elapsed

Time since monitoring began28,57

Time

Temperature, pH and salinity

Month of measurement

Intra-annual variability28

Time

Temperature, pH and salinity

Retention factor

Ratio of estuary potential total volume to run-off volume17

Geomorphology

Temperature, pH and salinity

Latitude of site (°S)

Regional climate cline3,28

Geomorphology

Temperature, pH and salinity

Size of the catchment (km2)

Approximate freshwater input3

Geomorphology

Salinity

Average depth (m)

Radiative heat exchange2,22,79

Geomorphology

Temperature, pH and salinity

Total flush time of the estuary (days)

Seawater exchange3,17

Geomorphology

Temperature, pH and salinity

Percentage of the estuary area covered by seagrass

Photosynthetic activity34

Geomorphology

pH

Percent of catchment cleared (%)

Stream and catchment shading and heating of overland flow over cleared landscapes22

Human disturbance

Temperature, pH and salinity

Percentage of the catchment urbanised

Urban heat22

Human disturbance

Temperature

Proportional increase in nitrogen load

Changes to catchment land use17,57

Human disturbance

Temperature, pH and salinity