A survey on security attacks in VANETs: Communication, applications and challenges

M Arif, G Wang, MZA Bhuiyan, T Wang… - Vehicular Communications, 2019 - Elsevier
Over the past few decades, the intelligent transportation system (ITS) have emerged with
new technologies and becomes the data-driven ITS, because the substantial amount of data …

A review of the Artificial Intelligence (AI) based techniques for estimating reference evapotranspiration: Current trends and future perspectives

P Goyal, S Kumar, R Sharda - Computers and Electronics in Agriculture, 2023 - Elsevier
Reference Evapotranspiration (ET o) is a complex, dynamic and non-linear hydrological
process. Accurate estimation of ET o has long been an eminent topic of interest in the …

Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

G Huang, L Wu, X Ma, W Zhang, J Fan, X Yu, W Zeng… - Journal of …, 2019 - Elsevier
Accurate estimation of reference evapotranspiration (ET 0) is critical for water resource
management and irrigation scheduling. This study evaluated the potential of a new machine …

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates …

J Fan, W Yue, L Wu, F Zhang, H Cai, X Wang… - Agricultural and forest …, 2018 - Elsevier
Accurate estimation of reference evapotranspiration (ET 0) is of great importance for the
regional water resources planning and irrigation scheduling design. The FAO-56 Penman …

Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

J Fan, X Ma, L Wu, F Zhang, X Yu, W Zeng - Agricultural water management, 2019 - Elsevier
Accurate estimation of reference evapotranspiration (ETo) is required in many fields, eg
irrigation scheduling design, agricultural water management, crop growth modeling and …

Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM–A new approach

LB Ferreira, FF da Cunha, RA de Oliveira… - Journal of …, 2019 - Elsevier
Reference evapotranspiration (ET o) is a variable of great importance for several purposes,
such as hydrological studies and irrigation scheduling. The FAO-56 Penman-Monteith (FAO …

Modeling potential evapotranspiration by improved machine learning methods using limited climatic data

RR Mostafa, O Kisi, RM Adnan, T Sadeghifar, A Kuriqi - Water, 2023 - mdpi.com
Modeling potential evapotranspiration (ET0) is an important issue for water resources
planning and management projects involving droughts and flood hazards …

Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning

MK Saggi, S Jain - Computers and Electronics in Agriculture, 2019 - Elsevier
Over the last decade, the combination of both big data and machine learning research
area's receiving considerable attention and expedite the prospect of the agricultural industry …

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

ZM Yaseen, I Ebtehaj, H Bonakdari, RC Deo… - Journal of …, 2017 - Elsevier
The present study proposes a new hybrid evolutionary Adaptive Neuro-Fuzzy Inference
Systems (ANFIS) approach for monthly streamflow forecasting. The proposed method is a …

Estimation of actual evapotranspiration: A novel hybrid method based on remote sensing and artificial intelligence

F Hadadi, R Moazenzadeh, B Mohammadi - Journal of Hydrology, 2022 - Elsevier
Actual evapotranspiration (AET) is one of the decisive factors controlling the water balance
at the catchment level, particularly in arid and semi-arid regions, but measured data for …