kurtosis

skewness

Inherit from package <code>e1071</code>

internal

The merits of 'TIMESAT' and 'phenopix' are adopted. Besides, a simple and
growing season dividing method and a practical snow elimination method
based on Whittaker were proposed. 7 curve fitting methods and 4 phenology
extraction methods were provided. Parameters boundary are considered for
every curve fitting methods according to their ecological meaning.
And 'optimx' is used to select best optimization method for different
curve fitting methods.
Reference:
Kong, D., (2020). R package: A state-of-the-art Vegetation Phenology extraction
package, phenofit version 0.3.1, <doi:10.5281/zenodo.5150204>;
Kong, D., Zhang, Y., Wang, D., Chen, J., & Gu, X. (2020). Photoperiod Explains
the Asynchronization Between Vegetation Carbon Phenology and Vegetation Greenness
Phenology. Journal of Geophysical Research: Biogeosciences, 125(8), e2020JG005636.
<doi:10.1029/2020JG005636>;
Kong, D., Zhang, Y., Gu, X., & Wang, D. (2019). A robust method for reconstructing
global MODIS EVI time series on the Google Earth Engine.
ISPRS Journal of Photogrammetry and Remote Sensing, 155, 13–24;
Zhang, Q., Kong, D., Shi, P., Singh, V.P., Sun, P., 2018. Vegetation phenology
on the Qinghai-Tibetan Plateau and its response to climate change (1982–2013).
Agric. For. Meteorol. 248, 408–417. <doi:10.1016/j.agrformet.2017.10.026>.

Dongdong Kong

phenofit

Extract Remote Sensing Vegetation Phenology

Mingzhong Xiao

Yongqiang Zhang

Xihui Gu

Jianjian Cui

kurtosis function

<dl><dt>x</dt>
<dd>a numeric vector containing the values whose skewness is to be
computed.</dd>
<dt>na.rm</dt>
<dd>a logical value indicating whether NA values should be stripped
before the computation proceeds.</dd>
<dt>type</dt>
<dd>an integer between 1 and 3 selecting one of the algorithms for
computing skewness.</dd></dl>

Arguments

skewness and kurtosis — kurtosis

<dl>

<dt>x</dt>
<dd>a numeric vector containing the values whose skewness is to be
computed.</dd>


<dt>na.rm</dt>
<dd>a logical value indicating whether NA values should be stripped
before the computation proceeds.</dd>


<dt>type</dt>
<dd>an integer between 1 and 3 selecting one of the algorithms for
computing skewness.</dd>

</dl>

kurtosis: skewness and kurtosis

Description

Usage

Arguments

Examples