HYDRODYNAMICS OF LAKE ITASY: OPTIMIZING A NUMERICAL MODEL FOR STABILITY AND MASS CONSERVATION USING ADAPTIVE COURANT-FRIEDRICHS-LEWY CRITERION

Hydrodynamic modeling of inland water bodies is crucial for effective water resource management, flood forecasting, and environmental monitoring. This study focuses on Lake Itasy, Madagascar, and aims to enhance the numerical stability and mass conservation of a shallow water equation (SWE)-based hydrodynamic model. The methodology combines remote sensing (NDWI on Sentinel-2 imagery), geospatial analysis (SRTM DEM), and numerical simulation, integrating physical processes such as tributary inflows, precipitation, evaporation, wind forcing, and outlet boundary conditions. Satellite data analysis revealed a reduction in lake surface area in 2024 compared to 2023, providing a relevant hydrological context. A key innovation lies in the implementation of an adaptive Courant-Friedrichs-Lewy (CFL) criterion, which dynamically adjusts the time step to maintain stability without compromising computational efficiency. The results demonstrate that a CFL value of 0.01 ensures high accuracy and numerical stability, albeit at the cost of increased computation time. Overall, this work establishes a robust and reliable modeling framework, offering a valuable tool for future hydrological studies and sustainable water management in the Itasy region.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-12
DOI
https://doi.org/10.5281/zenodo.15869419
Primary Topic
Flood Risk Assessment and Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

HYDRODYNAMICS OF LAKE ITASY: OPTIMIZING A NUMERICAL MODEL FOR STABILITY AND MASS CONSERVATION USING ADAPTIVE COURANT-FRIEDRICHS-LEWY CRITERION

Zenodo (CERN European Organization for Nuclear Research)
Flood Risk Assessment and Management
article

HYDRODYNAMICS OF LAKE ITASY: OPTIMIZING A NUMERICAL MODEL FOR STABILITY AND MASS CONSERVATION USING ADAPTIVE COURANT-FRIEDRICHS-LEWY CRITERION

article en

Abstract

Hydrodynamic modeling of inland water bodies is crucial for effective water resource management, flood forecasting, and environmental monitoring. This study focuses on Lake Itasy, Madagascar, and aims to enhance the numerical stability and mass conservation of a shallow water equation (SWE)-based hydrodynamic model. The methodology combines remote sensing (NDWI on Sentinel-2 imagery), geospatial analysis (SRTM DEM), and numerical simulation, integrating physical processes such as tributary inflows, precipitation, evaporation, wind forcing, and outlet boundary conditions. Satellite data analysis revealed a reduction in lake surface area in 2024 compared to 2023, providing a relevant hydrological context. A key innovation lies in the implementation of an adaptive Courant-Friedrichs-Lewy (CFL) criterion, which dynamically adjusts the time step to maintain stability without compromising computational efficiency. The results demonstrate that a CFL value of 0.01 ensures high accuracy and numerical stability, albeit at the cost of increased computation time. Overall, this work establishes a robust and reliable modeling framework, offering a valuable tool for future hydrological studies and sustainable water management in the Itasy region.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 60%
Flood Risk Assessment and Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

HYDRODYNAMICS OF LAKE ITASY: OPTIMIZING A NUMERICAL MODEL FOR STABILITY AND MASS CONSERVATION USING ADAPTIVE COURANT-FRIEDRICHS-LEWY CRITERION · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS