Items where Author is "Ahmed, A. A. Masrur"
2021
Ahmed, A. A. Masrur and Deo, Ravinesh C. 
ORCID: https://orcid.org/0000-0002-2290-6749 and Raj, Nawin and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Feng, Qi and Yin, Zhenliang and Yang, Linshan
(2021)
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data.
Remote Sensing, 13 (4):554.
pp. 1-30.
Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Feng, Qi and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Raj, Nawin and Yin, Zhenliang and Yang, Linshan
(2021)
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity.
Journal of Hydrology, 599:126350.
pp. 1-23.
ISSN 0022-1694
Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Feng, Qi and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Raj, Nawin and Yin, Zhenliang and Yang, Linshan
(2021)
Hybrid deep learning method for a week-ahead evapotranspiration forecasting.
Stochastic Environmental Research and Risk Assessment.
ISSN 1436-3240
Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Raj, Nawin and Feng, Qi and Yin, Zhenliang and Yang, Linshan
(2021)
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios.
Stochastic Environmental Research and Risk Assessment, 35.
pp. 1851-1881.
ISSN 1436-3240