Ashish Kumar

Evaluating Different Machine Learning Models for Runoff and Suspended Sediment Simulation

Ashish Kumar, Pravendra Kumar, Vijay Kumar Singh · Water Resources Management · 2019 · 73 citations

Natural Resources, Computer Science, Hydrology +14

A simple machine learning approach to model real-time streamflow using satellite inputs: Demonstration in a data scarce catchment

Ashish Kumar, RAAJ Ramsankaran, Luca Brocca et al. · Journal of Hydrology · 2021 · 57 citations

Natural Resources, Earth Sciences, Hydrology +15

A Machine Learning Approach for Improving Near-Real-Time Satellite-Based Rainfall Estimates by Integrating Soil Moisture

Ashish Kumar, RAAJ Ramsankaran, Luca Brocca et al. · Remote Sensing · 2019 · 52 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +14

Comparative Evaluation of Neural Network and Regression Based Models to Simulate Runoff and Sediment Yield in an Outer Himalayan Watershed

Susama Sudhishri, Ashish Kumar, Jitendra Singh · Journal of Agricultural Science and Technology · 2016 · 15 citations

Natural Resources, Earth Sciences, Hydrology +16

Assessment of hydrologic impact on flow regime due to dam inception using IHA framework

Ashish Kumar, Vinod Kumar Tripathi, Pradeep Kumar et al. · Environmental Science and Pollution Research · 2022 · 14 citations

Engineering, Civil Engineering, Hydrology +16