TimeSamplers Types

This page documents all types defined in TimeSamplers.jl, generated using get_type_docstring from OmniTools.jl.

TimeSampler

TimeSampler

Abstract type for implementing time subset, sampling, resampling, and aggregation types

TimeSampler <: Any

TimeSamplerMethod

TimeSamplerMethod

Abstract type for time sampling / aggregation methods

TimeSamplerMethod <: Any

Core Types

TimeSample

define a type for temporal sampling/aggregation of an array

TimeSample <: TimeSampler <: Any

TimeSampleViewInstance

view of a TimeSample

TimeSampleViewInstance <: AbstractArray <: Any

Basic Aggregation

TimeDay

aggregation to daily time steps

TimeDay <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeHour

aggregation to hourly time steps

TimeHour <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMean

aggregation to mean over all time steps

TimeMean <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMonth

aggregation to monthly time steps

TimeMonth <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeYear

aggregation to yearly time steps

TimeYear <: TimeSamplerMethod <: TimeSampler <: Any

Anomalies

TimeDayAnomaly

aggregation to daily anomalies

TimeDayAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeDayMSCAnomaly

aggregation to daily MSC anomalies

TimeDayMSCAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeHourAnomaly

aggregation to hourly anomalies

TimeHourAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMonthAnomaly

aggregation to monthly anomalies

TimeMonthAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMonthMSCAnomaly

aggregation to monthly MSC anomalies

TimeMonthMSCAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeYearAnomaly

aggregation to yearly anomalies

TimeYearAnomaly <: TimeSamplerMethod <: TimeSampler <: Any

Climatological Statistics

TimeDayIAV

aggregation to daily IAV

TimeDayIAV <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeDayMSC

aggregation to daily MSC

TimeDayMSC <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeHourDayMean

aggregation to mean of hourly data over days

TimeHourDayMean <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMonthIAV

aggregation to monthly IAV

TimeMonthIAV <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeMonthMSC

aggregation to monthly MSC

TimeMonthMSC <: TimeSamplerMethod <: TimeSampler <: Any

Time Selection

TimeAllYears

aggregation/slicing to include all years

TimeAllYears <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeFirstYear

aggregation/slicing of the first year

TimeFirstYear <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeRandomYear

aggregation/slicing of a random year

TimeRandomYear <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeShuffleYears

aggregation/slicing/selection of shuffled years

TimeShuffleYears <: TimeSamplerMethod <: TimeSampler <: Any

Special Methods

TimeArray

use array-based time sampling/aggregation

TimeArray <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeDiff

aggregation to time differences, e.g. monthly anomalies

TimeDiff <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeIndexed

aggregation using time indices, e.g., TimeFirstYear

TimeIndexed <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeNoDiff

aggregation without time differences

TimeNoDiff <: TimeSamplerMethod <: TimeSampler <: Any

---

TimeSizedArray

aggregation to a sized array

TimeSizedArray <: TimeSamplerMethod <: TimeSampler <: Any

All TimeSampler Types

To list all available time sampler types and their purposes:

using TimeSamplers
using OmniTools: show_methods_of

# Display all time sampler types
show_methods_of(TimeSampler)