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. 2022 Jan 19;22(3):757. doi: 10.3390/s22030757
ANN artificial neural network
ANOVA analysis of variance
ARI anthocyanin reflectance index
BPNN back propagation neural network
BRT boosted regression tree
BSR basal stem rot
CART classification and regression trees
CBC citrus bacterial canker
CCCV coconut cadang-cadang viroid
CNN convolutional neural network
CWA continuous wavelet analysis
CWT continuous wavelet transform
DCNN deep convolutional neural network
ELM extreme learning machine
FDI fusarium disease index
FHB fusarium head blight
GA genetic algorithm
GAN generative adversarial nets
GI greenness index
GPR Gaussian process regression
HLB huanglongbing (citrus greening)
HRS hyperspectral remote sensing
HIS hue, saturation, intensity
IPM integrated pest management
k-NN k-nearest neighbors algorithm
LDA linear discriminant analysis
LRDSI leaf rust disease severity index
LSM least squares method
LS-SVM least squares–support vector machine
LSTM long-term short–term memory
MLP–ARD multilayer perceptron with automated relevance determination
MLR multiple linear regression
MNF minimum noise fraction
MSR modified simple ratio
MTMF mixture tuned matched filtering
NBNDVI narrow-band normalized difference vegetation index
NCA neighborhood component analysis
NDSI normalized difference spectral index
NDVI normalized difference vegetation index,
NIR near-infrared wavelength diapason
NRI nitrogen reflectance index
OR-AC-GAN outlier removal auxiliary classifier generative adversarial nets
OS orange spotting
PCA principal component analysis
PCoA principal coordinate analysis
PCR polymerase chain reaction
PhRI physiological reflectance index
PLS-DA partial least squares-discriminate analysis
PLSR partial least square regression
RNN recurrent neural network
PRI photochemical reflectance index
PSRI plant senescence reflectance index,
PVY potato virus y
REP red-edge position or red-edge point
RWP red-well point
RF random forest
RVSI red-edge vegetation stress index
SAM spectral angle mapping
SID spectral information divergence
SIPI structural independent pigment index
SMA spectral mixture analysis
SPA successive projections algorithm
SVI spectral vegetation index
SVM support vector machine
SVR support vector regression
SWIR short-wave infrared region
ToCV tomato chlorosis virus
TMV tobacco mosaic virus
TSWV tomato spotted wilt virus
UAV unmanned aerial vehicle
VIS visible wavelength diapason
VIS-NIR visible and near-infrared wavelength diapason
ν-SVR ν support vector regression
XY-F xy-fusion network
YR yellow rust