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Kasi Viswanathan KS

Indian Institute of Technology (IIT), Roorkee

DOMS

Indian Institute of Technology Roorkee

Roorkee

India

SCHOLARLY PAPERS

4

DOWNLOADS

143

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Downscaling Global Gridded Crop Yield Data Products and Crop Water Productivity Mapping Using Remote Sensing Derived Variables in the South and Southeast Asia Region

Number of pages: 32 Posted: 05 Apr 2022
affiliation not provided to SSRN, Indian Institute of Technology (IIT), Roorkee, Indian Institute of Technology (IIT), Roorkee, affiliation not provided to SSRN and Indian Institute of Technology (IIT), Roorkee
Downloads 80 (803,225)

Abstract:

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crop water productivity, rice yield, south and southeast Asia, downscaling, EVI, NDVI

2.

An error correction modelling framework to minimize prediction uncertainty of reservoir levels for operational control during floods

Number of pages: 40 Posted: 04 Sep 2025
Heriot-Watt University, Heriot-Watt University, Heriot-Watt University and Indian Institute of Technology (IIT), Roorkee
Downloads 37 (1,222,651)

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Reservoir levels, uncertainty quantification, machine learning models, statistical techniques, error correction

3.

Enhancing reservoir level predictions for improved operational flood control

Number of pages: 40 Posted: 19 Jan 2026
Heriot-Watt University, Heriot-Watt University, Heriot-Watt University and Indian Institute of Technology (IIT), Roorkee
Downloads 21 (1,448,301)

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Reservoir levels, Uncertainty Quantification, machine learning models, statistical techniques, error correction

4.

Unifying Hydrologic and Hydraulic Models Using a Machine Learning-Based Generalized Emulator

Number of pages: 34 Posted: 06 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Indian Institute of Technology (IIT), Roorkee and affiliation not provided to SSRN
Downloads 5

Abstract:

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Hydrologic-Hydraulic Model Integration, Machine Learning Emulator, XGBoost Surrogate Modeling, Parameter Sensitivity Analysis, Optimization