An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Waste Management and Disposal,General Medicine,Environmental Engineering
Reference77 articles.
1. Critical evaluation of functional aspects of evaporation barriers through environmental and economics lens for evaporation suppression - a review on milestones from improved technologies;Abdallah;Sci. Total Environ.,2021
2. Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms;Adnan;Comput. Electron. Agric.,2021
3. Daily reference evapotranspiration estimates by the “Copais” approach;Alexandris;Agric. Water Manag.,2006
4. Machine learning for occupant-behavior-sensitive cooling energy consumption prediction in office buildings;Amasyali;Renew. Sustain. Energy Rev.,2021
5. Daily reference evapotranspiration estimates by artificial neural networks technique and empirical equations using limited input climate variables;Antonopoulos;Comput. Electron. Agric.,2017
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