- Breiman, L. (2001). Random forests. Machine learning, 45(1), 5-32.
- Chapman, T. G. (1986). Entropy as a measure of hydrologic data uncertainty and model performance. Journal of Hydrology, 85(1-2), 111-126.
- Chen, Y. C., Wei, C., & Yeh, H. C. (2008). Rainfall network design using kriging and entropy. Hydrological Processes: An International Journal, 22(3), 340-346.
- Hastie, T., Friedman, J., Tibshirani, R., Hastie, T., Friedman, J., & Tibshirani, R. (2001). Unsupervised learning. The elements of statistical learning: Data mining, inference, and prediction, 437-508.
- Harmancioglu, N. B., & Alpaslan, N. (1992). Water quality monitoring network design: a problem of multi‐objective decision making 1. JAWRA Journal of the American Water Resources Association, 28(1), 179-192.
- Harmancioglu, NB., Fistikoglu, O., Ozkul, S D., Singh, VP., & Alpaslan N. (1999). Water quality Monitoring Network Desighn. Kluwer, Boston, USA, 1999; 299pp.
- Jaynes, E. T. (1957). Information theory and statistical mechanics. Physical review, 106(4), 620.
- Khashei-Siuki, A., Shahidi, A., Ramezani, Y., & Nazeri Tahroudi, M. (2020). Forecasting the groundwater monitoring network using hybrid time series models(Case study: Nazlochai). Water and Soil Conversation, 27(3), 85-103 (in Persian).
- Krstanovic, P. F. (1988). Application of entropy theory to multivariate hydrologic analysis. (Volumes I and II)(Doctoral dissertation, Louisiana State University and Agricultural & Mechanical College).
- Lee, J. H. (2013). Determination of optimal water quality monitoring points in sewer systems using entropy theory. Entropy, 15(9), 3419-3434.
- Leite, G. D. N. P., da Cunha, G. T. M., dos Santos Junior, J. G., Araújo, A. M., Rosas, P. A. C., Stosic, T., ... & Rosso, O. A. (2021). Alternative fault detection and diagnostic using information theory quantifiers based on vibration time-waveforms from condition monitoring systems: Application to operational wind turbines. Renewable Energy, 164, 1183-1194.
- Markus, M., Knapp, H. V., & Tasker, G. D. (2003). Entropy and generalized least square methods in assessment of the regional value of streamgages. Journal of hydrology, 283(1-4), 107-121.
- Mishra, A. K., & Coulibaly, P. (2010). Hydrometric network evaluation for Canadian watersheds. Journal of Hydrology, 380(3-4), 420-437.
- Mogheir, Y., & Singh, V. P. (2002). Application of information theory to groundwater quality monitoring networks. Water Resources Management, 16(1), 37-49.
- Mogheir, Y., Singh, V. P., & De Lima, J. L. M. P. (2006). Spatial assessment and redesign of a groundwater quality monitoring network using entropy theory, Gaza Strip, Palestine. Hydrogeology Journal, 14(5), 700-712.
- Nazeri Tahroudi, M., Khashei Siuki, A., & Ramezani, Y. (2019). Redesigning and monitoring groundwater quality and quantity networks by using the entropy theory. Environmental monitoring and assessment, 191(4), 1-17.
- Ozkul, S., Harmancioglu, N. B., & Singh, V. P. (2000). Entropy-based assessment of water quality monitoring networks. Journal of hydrologic engineering, 5(1), 90-100.
- Ramezani, Y., Pourreza-Bilondi, M., Yaghoobzadeh, M., & Nazeri Tahroudi, M. (2018). Qualitative Monitoring of Drinking Water Using Entropy Indices (Case Study: Central Aquifer of Birjand Plain). Iranian journal of irrigation and drainage, 12(3), 556-568. (in Persian).
- Shahidi, A., Khashei-Siuki, A., & Nazeri Tahroudi, M. (2019). Designing Monitoring Network for Rain Gauge Stations Using Irregularity Theory (Case Study: Urmia Lake Basin). Iranian journal of irrigation and drainage, 13(2), 296-308. (in Persian).
- Shannon, CE. (1948). A mathematical theory of communication, bell System technical Journal, 27, 379-423 and 623-656. Mathematical Reviews (MathSciNet), MR10, 133e.
- Shannon, C. E., & Weiner, W. (1948). A mathematical theory of communication. Publ. Urbana, IL: University of Illinois Press.
- Shi, B., Jiang, J., Sivakumar, B., Zheng, Y., & Wang, P. (2018). Quantitative design of emergency monitoring network for river chemical spills based on discrete entropy theory. Water research, 134, 140-152.
- Singh, V. P. (1997). The use of entropy in hydrology and water resources. Hydrological processes, 11(6), 587-626.
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