| 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 |