Man pages for bishun945/FCMm
Fuzzy Cluster Method Based on the Optimized m Value (Fuzzifier)
| AeronetOC2019 | Collection of coastal Aeronmet Ocean Color (AeronetOC) water... |
| apply_FCM_m | Apply the improved Fuzzy Cluster Method (FCMm) to new data... |
| apply_to_image | Apply the improved Fuzzy Cluster Method (FCMm) to raster data |
| Assessment_via_cluster | Calculate error metrics for all algorithm per cluster |
| Blend_Bi21 | Algorithm blending framework by Bi et al. (2021) |
| Blend_FCMm | Algorithm blending framework by Bi theses |
| Blend_Jac17 | Algorithm blending framework by Jackson et al. (2017) |
| Blend_Moo14 | Algorithm blending framework by Moore et al. (2014) |
| Blend_Smith18 | Blending algorithm by Smith et al. (2018) |
| Bloom | Chla estimation algorithm for the bloom water type |
| C6 | C6 (Being deprecated) |
| cal_memb | calculate membership values based on x, v, and m |
| cal.metrics | Assess the performance of algorithms |
| cal.metrics.vector | Assess the performance of algorithms as vector |
| Chla_FBA | Four-bands Chla algorithm by Yang et al. (2010) and Le et al.... |
| Chla_Gil10_Git11 | Band-Ratio and Three-bands Chla algorithm by Gilerson et al.... |
| Chla_OCx_OLCI | NASA standard ocean color algorithm (version 4, 5, and 6) for... |
| Color_plattes | Color plattes including Spectral and RdYlBu |
| dt_water | Absorption and scattering coefficient of pure water |
| FCMm | Fuzzy Cluster Method Based on the Optimized m Value... |
| FCM_m_Chla_estimation | Estimate Chla concentration by algorithms blending via... |
| FCM.new | Running the improved Fuzzy Cluster Method (FCMm) by... |
| FuzzifierDetermination | Determine the optimized fuzzifier for Fuzzy Cluster Method... |
| FuzzifierDetermination2 | The version 2 of FuzzifierDetermination |
| generate_param | Generate the input parameter of apply_to_image based on the... |
| Getting_Asses_results | Get the result of function Assessment_via_cluster |
| Gons08 | Gons algorithm by Gons et al. (2008) |
| level_to_variable | Convert dataframe with factor to character |
| NDCI_Mi12 | Normalized Difference Chlorophyll Index (NDCI) algorithm by... |
| Nechad2015 | Collection of in_situ data by Nechad et al. (2015) |
| OCI_Hu12 | Ocean Color Index (OCI) algorithm by Hu et al. (2012) |
| OLCI_TH | A test Ocean and Land Color Instrument (OLCI) image raster in... |
| plot_spec | Plot results of the improved Fuzzy Cluster Method (FCMm) |
| plot_spec_from_df | Plot spectra from dataframe |
| plot_spec_group | Plot spectra from dataframe by group |
| QAA_v5 | Quasi-Analytical Algorithm version 5 (QAA_v5) by Lee et al.... |
| Rrs_clusters.default | Seven built-in clusters |
| run_all_Chla_algorithms | Run all Chla algorithms |
| Sampling_via_cluster | Stratified sampling by clusters or types |
| SCI_Shen10 | Synthetic Chlorophyll Index (SCI) algorithm by Shen et al.... |
| Score_algorithms_interval | Score a vector of error metrics for algorithms by the... |
| Score_algorithms_sort | Score a vector of error metrics for algorithms by the sort |
| Scoring_system | The main function for algorithms scoring based on accuracy,... |
| SRF_LIST | Collection of spectral responding functions |
| SRF_simulate | Simulation of hyperspectral data by spectral response... |
| TC2 | Chla concentration algorithm for Turbid Case-2 (TC2) waters... |
| trapz | Trapezoid integral calculation |
| trim_sd | Standard deviation by trimmed values |
| Valente2019 | Collection of in_situ data by Valente et al. (2019) |
| WaterSpec35 | A test-purpose collection of inland water data |
| wavelength.default | Wavelength of built-in clusters |
