Quite recently, I implemented the HANTS algorithm in MATLAB. HANTS originally was developed at NLR (http://gdsc.nlr.nl/gdsc/en/tools/hants) to remove the cloud effects and temporally interpolate data. The progra
This repository is a python implementation of the Harmonic ANalysis of Time Series (HANTS) applied to geospatial data. The python module can be used to perform the HANTS algorithm to a collection of time-variable raster data at each pixel. ...
Analysis of the flame dynamics also demonstrated the presence of significant asymmetry in the response during both low and high-amplitude instabilities, again distinguishing the response to these azimuthal modes. A thorough characterization of the setup is provided, giving a detailed description of the ...
Lazarus, , ““Remote, wireless, ambulatory monitoring of implantable pacemakers, cardioverter defibrillators, and cardiac resynchronization therapy systems: analysis of a worldwide database””, Pacing and Clinical Electrophysiology, 30(Suppl 1):S2-S12, Jan. 2007. Liang, et al., ““Surviving wi...
HANTSNDVIland surface phenologySatellite-derived Normalized Difference Vegetation Index (NDVI) is frequently obstructed by adverse atmospheric components resulting in data gaps in time series. The harmonic analysis of time series (HANTS) algorithm is a widely used technique to reconstruct missing NDVI ...
Reconstruction of global MODIS NDVI time series:Performance of Harmonic ANalysis of Time Series(HANTS). Remote Sensing of Environment,2015,163:217~228.Zhou, J.; Jia, L.; Menenti, M. Reconstruction of global MODIS NDVI time series: Performance of harmonic analysis of time series (HANTS). ...
The effectiveness of the Harmonic Analysis of Time Series (HANTS) algorithm in reconstructed day and night temperature series from MODIS in desert regions are assessed in this study. Utilizing daily and nightly surface temperature data from 2014 to 2020 (4380 images), data gap analysis revealed ...
Reconstruction of global MODIS NDVI time series:Performance of Harmonic ANalysis of Time Series(HANTS). Remote Sensing of Environment,2015,163:217~228.Zhou, J.; Li, J.; Menenti, M. Reconstruction of global MODIS NDVI time series: Performance of Harmonic Analysis of Time Series (HANTS). ...
The improved method is validated by the MODIS_EVI time series of Huabei plain of 2003. The widely used Harmonic Analysis of Time Series (HANTS) is chosen as a comparison. The result shows that both of the two methods can reflect the phenological regulations of land covers, the reconstructed ...
The harmonic analysis of time series (HANTS) has been widely used for time series reconstruction of remote sensing imagery in recent decades. To use HANTS model, a series of parameters, such as number of frequencies (NF), fitting error tolerance (FET), degree of over-determinedness (DoD), ...