| AI | Artificial Intelligence |
| APAC | Pernambuco Water and Climate Agency |
| ELM | Extreme Learning Machines |
| INMET | National Institute of Meteorology |
| LIRAa | Rapid Survey of Indices for Aedes aegypti |
| MAE | Mean Absolute Error |
| MLP | Multilayer Perceptron |
| PyRCN | Python Reservoir Computing Networks |
| RF | Randon Forest |
| RBF | Radial Basis Function |
| RMSE | Root Mean Square Error |
| RRSE | Relative Root Square Error |
| SIGH-PE | Pernambuco Geographic Information System |
| SVM | Support Vector Machine |