Improved prediction of daily pan evaporation using Deep-LSTM model
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04127-7
Abstract: Precise measurement or estimation of evaporation losses is extremely important for the development of water resource management strategies and its effective implementation, particularly in drought-prone areas for increasing agricultural productivity. Evaporation can either be measured… read more here.
Keywords: daily pan; deep lstm; evaporation; model ... See more keywords
Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs
Sign Up to like & getrecommendations! Published in 2019 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-019-4781-6
Abstract: Modeling pan evaporation (Epan) estimation is a vital issue in water resources management because it directly affects water reservoir and water supply systems. In the developing countries (e.g., India), Epan data are generally limited, and… read more here.
Keywords: climatic inputs; neuro fuzzy; anfis; using climatic ... See more keywords
Estimation of daily pan evaporation using neural networks and meta-heuristic approaches
Sign Up to like & getrecommendations! Published in 2020 at "ISH Journal of Hydraulic Engineering"
DOI: 10.1080/09715010.2018.1498754
Abstract: ABSTRACT The present study attempts to integrate a bio-inspired optimization algorithm, the firefly algorithm (FA), into a neural network model to develop efficient models capable of estimating daily pan evaporation at two weather stations (Anzali… read more here.
Keywords: daily pan; estimation daily; model; pan evaporation ... See more keywords
Modeling monthly pan evaporation process over the Indian central Himalayas: application of multiple learning artificial intelligence model
Sign Up to like & getrecommendations! Published in 2020 at "Engineering Applications of Computational Fluid Mechanics"
DOI: 10.1080/19942060.2020.1715845
Abstract: The potential of several predictive models including multiple model-artificial neural network (MM-ANN), multivariate adaptive regression spline (MARS), support vector machine (SVM), multi-gene genetic programming (MGGP), and ‘M5Tree’ were assessed to simulate the pan evaporation in… read more here.
Keywords: ann mggp; evaporation process; model; modeling monthly ... See more keywords
Spatial distribution and temporal trend of pan evaporation in the Three Gorges Reservoir Area and its surroundings during 1952-2013
Sign Up to like & getrecommendations! Published in 2017 at "Applied Ecology and Environmental Research"
DOI: 10.15666/aeer/1503_15941610
Abstract: Under climate warming and impoundment conditions of the Three Gorges Reservoir (TGR), spatial distribution and temporal trend of pan evaporation in the Three Gorges Reservoir Area (TGRA) and its surroundings offer valuable information about regional… read more here.
Keywords: trend; three gorges; spatial distribution; pan evaporation ... See more keywords
The Superiority of Data-Driven Techniques for Estimation of Daily Pan Evaporation
Sign Up to like & getrecommendations! Published in 2021 at "Atmosphere"
DOI: 10.3390/atmos12060701
Abstract: In the present study, estimating pan evaporation (Epan) was evaluated based on different input parameters: maximum and minimum temperatures, relative humidity, wind speed, and bright sunshine hours. The techniques used for estimating Epan were the… read more here.
Keywords: model; training testing; scenario includes; scenario ... See more keywords