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Second generation Whittaker on the GEE (Kong et al., 2019 & 2022)
solve the problem of seasonal signal submerged.
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Spatiotemporal Whittaker in Julia (Cao, et al., 2018; Evans, et al., 2021)
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Cutoff function & HANTS (Wang, et al., 2021)
- 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(May), 13–24. https://doi.org/10.1016/j.isprsjprs.2019年06月01日4
- Kong, D., McVicar, T. R., Xiao, M., Zhang, Y., Peña-Arancibia, J. L., Filippa, G., Xie, Y., Gu, X. (2022). phenofit: An R package for extracting vegetation phenology from time series remote sensing. Methods in Ecology and Evolution, 00, 1–20. https://doi.org/10.1111/2041-210X.13870
- Cao, R., Chen, Y., Shen, M., Chen, J., Zhou, J., Wang, C., & Yang, W. (2018). A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter. Remote Sensing of Environment, 217(December 2017), 244–257. https://doi.org/10.1016/j.rse.2018年08月02日2
- Evans, F. H., & Shen, J. (2021). Spatially weighted estimation of broadacre crop growth improves gap-filling of Landsat NDVI. Remote Sensing, 13(11), 2128.
- Wang, Y., Gao, Z., & Ning, J. (2021). Technical an adaptive piecewise harmonic analysis method for reconstructing multi-year sea surface chlorophyll-A time series. Remote Sensing, 13(14). https://doi.org/10.3390/rs13142727