AAP	Ascorbic Acid Phosphate
ACE	acetamiprid
AgNPs	Silver Nanoparticles
ATZ	Atrazine
ATR-IR	Attenuated Total Reflection Infrared (Spectroscopy)
Au-Ag OHCs	Au-Ag cages
AuNPs	Gold Nanoparticles
AuNRs	Gold Nanorods
Au@Ag NRs	Gold Core-Silver Shell Nanorods
ACA	Aptamer for Acetamiprid
BPNN	Backpropagation Neural Network
BODIPY	Boron-Dipyrromethene (fluorophore)
CARS	Competitive Adaptive Reweighted Sampling
CdTe QDs	Cadmium Telluride Quantum Dots
CTN	Chlorothalonil
CV	Crystal Violet
Cu2O@Ag/Au@Ag	Cuprous Oxide-Silver Core-Shell and Gold-Silver Core-Shell Nanostructures
DCP	Dichlorvos
DFT	Density Functional Theory
DMD	Dithiocarbamate
2,4-D	2,4-Dichlorophenoxyacetic Acid
EC	Electrochemistry/Epicatechin
EEM	Excitation-Emission Matrix
EGDMA	Ethylene Glycol Dimethacrylate
ELM	Extreme Learning Machine
EuMOFs	Europium-based Metal-Organic Frameworks
FIP	Fipronil
FRET	Fluorescence Resonance Energy Transfer
GA	Genetic Algorithm
GA-ELM	Genetic Algorithm-Optimized Extreme Learning Machine
GO	Graphene Oxide
GSH-AuNCs	Glutathione-Stabilized Gold Nanoclusters
HBA-ELM	Honey Badger Algorithm-Optimized Extreme Learning Machine
HPLC	High-Performance Liquid Chromatography
HSI	Hyperspectral Imaging
ICT	Intramolecular Charge Transfer
LOD	Limit of Detection
LR	Logistic Regression
LSPR	Localized Surface Plasmon Resonance
MC	Mean Centering
MEA-BP	Mind Evolutionary Algorithm-optimized Back-Propagation
MIPs	Molecularly Imprinted Polymers
Mag@MIP NPs	Magnetic Molecularly Imprinted Polymer Nanoparticles
MOFs	Metal-Organic Frameworks
MS	Mass Spectrometry
MRLs	Maximum Residue Limits
NSG	Nitrogen-Sulfur Co-Doped Graphene
PAN	Polyacrylonitrile
PCA	Principal Component Analysis
PET	Photoinduced Electron Transfer
PLS	Partial Least Squares
PLSR	Partial Least Squares Regression
PSS	Polystyrene sulfonate
Pd-MOF	Palladium-based Metal-Organic Framework
PBA/CNF	Phenylboronic Acid/Cellulose Nanofiber
QuEChERS	Quick, Easy, Cheap, Effective, Rugged, and Safe
RF	Random Frog
RF-RFE	Recursive Feature Elimination based on Random Forest
RMSE	Root Mean Square Error
RMSEP	Root Mean Square Error of Prediction
r-GO	Reduced Graphene Oxide
Rp	Prediction Correlation Coefficient
RSD	Relative Standard Deviation
R2	Coefficient of Determination
SCNN	Shallow Convolutional Neural Network
SCNN-FS	Shallow Convolutional Neural Network for Feature Selection
SEIRA	Surface-Enhanced Infrared Absorption (spectroscopy)
SEIRAS	Surface-Enhanced Infrared Absorption Spectroscopy
SERS	Surface-Enhanced Raman Spectroscopy
siPLS	Synergy Interval Partial Least Squares
SNV	Standard Normal Variate
SPE	Solid-Phase Extraction
SWIR-HSI	Short-Wave Infrared Hyperspectral Imaging
tHBA-ELM	Adaptive t-Distribution Honey Badger Algorithm-Optimized Extreme Learning Machine
T-FLFIA	Traffic-Light-Inspired Fluorescent Lateral Flow Immunoassay
T-SEIRA	Transmission-mode SEIRA
T-SEIRAS	Transmission Surface-Enhanced Infrared Absorption Spectroscopy
TBZ	Thiabendazole
TMB	3,3′,5,5′-Tetramethylbenzidine
UV	Ultraviolet
UV-Vis	Ultraviolet-Visible
Vis-NIR	Visible-Near Infrared
ZOA	ZnO/Ag Heterostructures
μ-PADs	Microfluidic Paper-Based Analytical Devices