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. 2026 Sep 15;26(18):5851. doi: 10.3390/s26185851
AI Artificial Intelligence
AP Average Precision
AR Autoregressive
AUC Area Under the Curve
CCTV Closed-Circuit Television
CNN Convolutional Neural Network
CO2 Carbon Dioxide
DL Deep Learning
EO4WildFires Earth Observation for Wildfires
F1 F1-score
FedAvg Federated Averaging
FLOPs Floating Point Operations
FWI Fire Weather Index
GPU Graphics Processing Unit
IEEE Institute of Electrical and Electronics Engineers
IoT Internet of Things
IoU Intersection over Union
IR Infrared
LoRa Long Range
LSNet Lightweight Segmentation Network
MAE Mean Absolute Error
mAP mean Average Precision
MCU Microcontroller Unit
ML Machine Learning
NASA POWER NASA Prediction of Worldwide Energy Resources
NB-IoT Narrowband Internet of Things
PDAM–STPNNet Pixel-Level Dense Attention Module–Spatio-Temporal Prediction Network
PM2.5 Particulate Matter with Diameter of 2.5 Micrometers or Less
PRISMA Preferred Reporting Items for Systematic Reviews and Meta-Analyses
PSO Particle Swarm Optimization
QA Quality Assessment
RGB Red–Green–Blue
RH Relative Humidity
RMSE Root Mean Square Error
RQ Research Question
SAR Synthetic Aperture Radar
SLR Systematic Literature Review
SVM Support Vector Machine
TinyML Tiny Machine Learning
UAV Unmanned Aerial Vehicle
WSN Wireless Sensor Network
XAI Explainable Artificial Intelligence
YOLO You Only Look Once