Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions
The importance of evaporation estimation in water resources and agricultural studies is undeniable. Evaporation pans (EP) are used as an indicator to determine the evaporation of lakes and reservoirs around the world due to the ease of interpreting its data. The purpose of this study is to evaluate...
Main Authors: | Amirhossein Samii, Hojat Karami, Hamidreza Ghazvinian, Amirsaeed Safari, Yashar Dadrasajirlou |
---|---|
Format: | Article |
Language: | English |
Published: |
Pouyan Press
2023-03-01
|
Series: | Journal of Soft Computing in Civil Engineering |
Subjects: | |
Online Access: | https://www.jsoftcivil.com/article_168924_e72329148fe08c78d8b5c0b703ea3227.pdf |
Similar Items
-
Field Comparison Studies of the Rate of Evaporation Between Colorado Sunken Evaporation Pan and Class A Evaporation Pans in the Arid Areas (Case Study: Semnan City)
by: H. R. Ghazvinian, et al.
Published: (2024-08-01) -
Application of statistical and geostatistical approaches in temporal and spatial estimations of rainfall
by: Hojat Karami, et al.
Published: (2023-05-01) -
Forecasting monthly pan evaporation using hybrid additive regression and data-driven models in a semi-arid environment
by: Ahmed Elbeltagi, et al.
Published: (2022-12-01) -
Assessing the Robustness of Pan Evaporation Models for Estimating Reference Crop Evapotranspiration during Recalibration at Local Conditions
by: Konstantinos Babakos, et al.
Published: (2020-09-01) -
Estimation of PET by various methods and its relationship with mesh covered pan evaporation at Ludhiana
by: P.K. KINGRA, et al.
Published: (2002-12-01)