Table 1 List of explanatory variables used in the ordinal logistic regression analysis
From: High frequency temperature variability reduces the risk of coral bleaching
Category | Variable [Units] | Identifier | Description | Ref. |
---|---|---|---|---|
1. Depth | Instrument depth [m] | depth | In situ water depth of instrument | |
2. Background Conditions | Latitude [DD] | lats | Latitude of instrument | |
Maximum Monthly Mean (MMM) [°C] | MMMTotal | Maximum of monthly mean climatology from entire time series | ||
MMM | Maximum of monthly mean climatology using data only before and during bleaching event | |||
MMM4 km | Maximum of monthly mean climatology using 4 km weekly CoRTAD SST data | |||
MMMMax | Mean of maximum monthly SST from each year in climatological time period | |||
3. Cumulative Thermal Stress | Degree Heating Weeks (DHW) [°C-weeks] | DHW90 | Trapezoidal integration of temperatures in excess of MMM+ 1 °C during 90 days preceding a bleaching event | |
DHW30 | Trapezoidal integration of temperatures in excess of MMM+ 1 °C during 30 days preceding a bleaching event | |||
DHW4 km | Degree heating week product from 4 km weekly CoRTAD SST data | |||
Cumulative Summer Anomaly (CSA) [°C-days] | CSATotal | Trapezoidal integration of temperatures in excess of MMM+ 1 °C during all summer periods through entire time series | ||
CSABefore | Trapezoidal integration of temperatures in excess of MMM+ 1 °C during summer periods before and during a bleaching event | |||
CSADuring | Trapezoidal integration of temperatures in excess of MMM+ 1 °C during summer of bleaching event | |||
4. Acute Thermal Stress | Presence/absence of acute temperature anomaly [binary] | Acute1 | Binary value indicating whether any of the daily mean temperatures within 90 days preceeding a bleaching event exceeded MMM+ 1 °C | |
Acute14 km | Acute1 computed using 4 km weekly CoRTAD SST data | |||
Acute2 | Binary value indicating whether any of the daily mean temperatures within 90 days preceeding a bleaching event exceeded MMM+ 2 °C | |||
Acute24 km | Acute2 computed using 4 km weekly CoRTAD SST data | |||
5. Thermal Trajectory | Type of induced thermal tolerance prior to acute thermal stress, using twice-weekly averaged temperatures [ordinal] | TT | 0: No thermal stress (temperatures do not exceed MMM+ 2 °C within 90 days prior to survey date) 1: Protective Trajectory (temperatures exceed MMM, then have a recovery period below MMM for at least 10 days prior to exceeding MMM+ 2 °C) 2: Single Bleaching Trajectory (temperatures exceed both MMM and MMM+ 2 °C without a 10-day recovery period in between) 3: Repetitive Bleaching Trajectory (temperatures exceed MMM+ 2 °C in two peaks separated by 9 days) | |
6. Heating Rate | Rate of spring-summer temperature change [°C/day] | ROTCSS | Mean rate of temperature change during spring and summer of all years | |
ROTC90-4 km | Mean rate of temperature change during 90 days preceding a bleaching event using CoRTAD SST data | |||
ROTCSS-4 km | Mean rate of temperature change during spring and summer of all years using CoRTAD SST data | |||
7. High-Frequency Temperature Variability | Daily Temperature Range (DTR) [°C] | DTRTotal | Mean DTR over entire time series | |
DTRSS | Mean DTR of all spring and summer periods | |||
DTRFW | Mean DTR of all fall and winter periods | |||
DTR90 | Mean DTR over 90 days preceding a bleaching event | |||
DTR30 | Mean DTR over 30 days preceding a bleaching event | |||
8. DTR Distribution Shape | Measure of shape of distribution of all DTR values w/in a time series [−] | kurtosis | Kurtosis of full time series of DTR values | |
skewness | Skewness of full time series of DTR values |