Suivre
Dr. Manish Kumar
Dr. Manish Kumar
Asstt. Professor (Con.) Dr. R. P. C. A. U., Pusa, Bihar
Adresse e-mail validée de rpcau.ac.in
Titre
Citée par
Citée par
Année
Groundwater level prediction using machine learning algorithms in a drought-prone area
QB Pham, M Kumar, F Di Nunno, A Elbeltagi, F Granata, ARMT Islam, ...
Neural Computing and Applications 34 (13), 10751-10773, 2022
1342022
Prediction of combined terrestrial evapotranspiration index (CTEI) over large river basin based on machine learning approaches
A Elbeltagi, N Kumari, JK Dharpure, A Mokhtar, K Alsafadi, M Kumar, ...
Water 13 (4), 547, 2021
802021
Drought indicator analysis and forecasting using data driven models: Case study in Jaisalmer, India
A Elbeltagi, M Kumar, NL Kushwaha, CB Pande, P Ditthakit, ...
Stochastic Environmental Research and Risk Assessment 37 (1), 113-131, 2022
732022
Prediction of meteorological drought and standardized precipitation index based on the random forest (RF), random tree (RT), and Gaussian process regression (GPR) models
A Elbeltagi, CB Pande, M Kumar, AD Tolche, SK Singh, A Kumar, ...
Environmental Science and Pollution Research 30 (15), 43183-43202, 2023
702023
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions
A Elbeltagi, NL Kushwaha, J Rajput, DK Vishwakarma, LC Kulimushi, ...
Stochastic Environmental Research and Risk Assessment 36 (10), 3311-3334, 2022
582022
Combination of limited meteorological data for predicting reference crop evapotranspiration using artificial neural network method
A Elbeltagi, A Nagy, S Mohammed, CB Pande, M Kumar, SA Bhat, ...
Agronomy 12 (2), 516, 2022
572022
Forecasting of SPI and meteorological drought based on the artificial neural network and M5P model tree
CB Pande, N Al-Ansari, NL Kushwaha, A Srivastava, R Noor, M Kumar, ...
Land 11 (11), 2040, 2022
552022
Water spread mapping of multiple lakes using remote sensing and satellite data
V Deoli, D Kumar, M Kumar, A Kuriqi, A Elbeltagi
Arabian Journal of Geosciences 14, 1-15, 2021
502021
Estimation of daily stage–discharge relationship by using data-driven techniques of a perennial river, India
M Kumar, A Kumari, DP Kushwaha, P Kumar, A Malik, R Ali, A Kuriqi
Sustainability 12 (19), 7877, 2020
462020
Modeling stage–discharge–sediment using support vector machine and artificial neural network coupled with wavelet transform
M Kumar, P Kumar, A Kumar, A Elbeltagi, A Kuriqi
Applied Water Science 12 (5), 87, 2022
432022
Superiority of hybrid soft computing models in daily suspended sediment estimation in highly dynamic rivers
TS Bajirao, P Kumar, M Kumar, A Elbeltagi, A Kuriqi
Sustainability 13 (2), 542, 2021
402021
The superiority of data-driven techniques for estimation of daily pan evaporation
M Kumar, A Kumari, D Kumar, N Al-Ansari, R Ali, R Kumar, A Kumar, ...
Atmosphere 12 (6), 701, 2021
332021
Potential of hybrid wavelet-coupled data-driven-based algorithms for daily runoff prediction in complex river basins
TS Bajirao, P Kumar, M Kumar, A Elbeltagi, A Kuriqi
Theoretical and Applied Climatology 145 (3), 1207-1231, 2021
302021
Retrieval of land surface temperature from Landsat-8 thermal infrared sensor data
D Kumar, A Soni, M Kumar
Journal of Human, Earth, and Future 3 (2), 159-168, 2022
262022
Applications of data-driven models for daily discharge estimation based on different input combinations
M Kumar, A Elbeltagi, CB Pande, AN Ahmed, MF Chow, QB Pham, ...
Water Resources Management 36 (7), 2201-2221, 2022
182022
Modeling of standardized groundwater index of Bihar using machine learning techniques
S Kumari, D Kumar, M Kumar, CB Pande
Physics and Chemistry of the Earth, Parts A/B/C 130, 103395, 2023
142023
Qualitative loss of maize under different bag storage modes
A Kumari, V Kumar, A Amitabh, A Kumar, M Kumar, V Kashyap
International Journal of Current Microbiology and Applied Sciences 6 (12 …, 2017
112017
Applicability of machine learning techniques for multi-time step ahead runoff forecasting
TS Bajirao, A Elbeltagi, M Kumar, QB Pham
Acta Geophysica 70 (2), 757-776, 2022
102022
Soil moisture profile analysis using tensiometer under different discharge rates of drip emitter
S Shekhar, M Kumar, A Kumari, SK Jain
International Journal of Current Microbiology and Applied Sciences 6 (11 …, 2017
92017
Annual maximum rainfall prediction using frequency analysis for Roorkee, Uttarakhand, India
L Kaur, A ANVESHA, M Kumar, SL Verma, P Kumar
Mausam 72 (2), 359-372, 2021
82021
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