Theo dơi
Dr. Manish Kumar
Dr. Manish Kumar
Asstt. Professor (Con.) Dr. R. P. C. A. U., Pusa, Bihar
Email được xác minh tại rpcau.ac.in
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
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
1252022
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
772021
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
672022
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
572023
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
562022
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
532022
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
532022
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
492021
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
452020
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
412022
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
342021
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
222022
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
122023
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
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
102017
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
Groundwater assessment: a case study in Patna and Gaya District of Bihar, India
A Kumar, S Anand, M Kumar, R Chandra
Int J Current Microbiol Appl Sci 6, 184-195, 2017
82017
Hệ thống không thể thực hiện thao tác ngay bây giờ. Hăy thử lại sau.
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