LARHYSS JOURNAL 1112-3680 / 2521-9782
GIS HYDROLOGICAL MODELS FOR MANAGING WATER RESOURCES IN THE INDIAN YERRAKALAVA RIVER BASIN: A CASE STUDY
Abstract
Flooding is a common issue along the eastern coast of India, particularly in the lower Yerrakalava River Basin, which spans 2,402 km² and forms part of the Kolleru-Upputeru watershed. Despite the frequent flooding, this region lacks a practical flood analysis model. Therefore, we selected the Yerrakalava River Basin for hydrological modeling research. We developed the HEC-HMS Event Hydrological model for this area using a spatial database that included rainfall, soil types, slopes, drainage networks, geology, geomorphology, and land use/cover data. The model includes validation, calibration, sensitivity analysis, and flood predictions. HEC-HMS primarily generates key input parameters for the model, with tools like HEC-GeoHMS and ArcGIS 9.3 supporting the process. The calibration focused on factors such as the recession constant, threshold base flow, and Muskingum K. After calibration and validation, the model was considered effective when the efficiency value exceeded 0.82. The HEC-HMS model did a great job of simulating the hydrology of the Yerrakalava River Basin when it was used with the Thiessen polygon rainfall method, the SCS transform, recession base flow, Muskingum routing, and daily rainfall data. Results highlight the significant influence of curve numbers on the model's output.
Keywords
Full Text:
PDFReferences
ABDEDDAIM H., BENKHALED A. (2016). Influence of the hydrographic network on hydrologic response in northeast watersheds of Algeria, Larhyss Journal, No 27, pp. 313-335. (In French)
ABDI I., MEDDI M. (2015). Rainfall-runoff modeling distributed in two watersheds in eastern Algeria, Larhyss Journal, No 23, pp. 7-22. (In French)
ABD RAHMAN A.N., OTHMAN F., WAN JAAFAR W.J., AHMED ELSHAFIE A.H.K. (2023). An assessment of floods' characteristics and patterns in Pahang, Malaysia, Larhyss Journal, No 55, pp. 89-105.
ABUSHANDI E., MERKEL B. (2013). Modelling rainfall runoff relations using HEC-HMS and IHACRES for a single rain event in an arid region of Jordan, Water resources management, Vol. 27, Issue 2, pp. 2391-2409.
https://doi.org/10.1007/s11269-013-0293-4
AGARWAL R., GARG P.K., GARG R.D. (2013). Remote sensing and GIS based approach for identification of artificial recharge sites, Water resources management, Vol. 27, Issue 2, pp. 2671-2689.
https://doi.org/10.1007/s11269-013-0310-7
AL-ABED N., ABDULLA F., ABU KHYARAH A. (2005). GIS-hydrological models for managing water resources in the Zarqa River basin, Environmental Geology, Vol. 47, Issue 1, pp. 405-411. https://doi.org/10.1007/s00254-004-1165-2
ANBAZHAGAN S., RAMASAMY S.M., DAS GUPTA S. (2005). Remote sensing and GIS for artificial recharge study, runoff estimation and planning in Ayyar basin, Tamil Nadu, India, Environmental Geology, Vol. 48, Issue 2, pp. 158-170.
https://doi.org/10.1007/s00254-005-1284-4
ANDERSON M.L., CHEN Z.Q., KAVVAS M.L., FELDMAN A. (2002). Coupling HEC-HMS with atmospheric models for prediction of watershed runoff, Journal of Hydrologic Engineering, Vol. 7, Issue 4, pp. 312-318.
https://doi.org/10.1061/(ASCE)1084-0699(2002)7:4(312)
AROUA N. (2020). Flood risk reduction strategy in Algiers a brief modern history (XVIthC -XIXthC), Larhyss Journal, No 43, pp. 73-89.
ASSEMIAN A.E., DJE BI DOUTIN S., SAMAKÉ Y. (2021). Consequences of the effects of climate change on water resources in a humic tropical zone of central eastern Côte d’Ivoire, Larhyss Journal, No 45, pp. 95-105.
ATALLAH M., DJELLOULI F., HAZZEB A. (2024). Rainfall-runoff modeling using the HEC-HMS model for the Mekerra wadi watershed (N-W Algeria), Larhyss Journal, No 57, pp. 187-208.
AYARI K., DJEBBI M., CHAKROUN H. (2016). Flood risk mapping of the city of El Bab Medjez by the overflow of the Medjerda, Larhyss Journal, No 25, pp. 285-307. (In French)
AZHARUDDIN M., VERMA S., VERMA M.K., PRASAD A.D. (2022). A synoptic-scale assessment of flood events and ENSO streamflow variability in Sheonath River Basin, India, Advanced Modelling and Innovations in Water Resources Engineering, Vol. 176, Issue 1, pp. 93-104. https:// doi.org/10.1007/978-981-16-4629-4_8
BALTAS E.A., DERVOS N.A., MIMIKOU M.A. (2007). Determination of the SCS initial abstraction ratio in an experimental watershed in Greece, Hydrology and Earth System Sciences, Vol. 11, Issue 6, pp. 1825-1829.
https://doi.org/10.5194/hess-11-1825-2007
BAUDHANWALA D., KANTHARIA V., PATEL D., MEHTA D., WAIKHOM S. (2023). Applicability of SWMM for urban flood forecasting a case study of the western zone of Surat city, Larhyss Journal, No 54, pp. 71-83.
BEKHIRA A., HABI M., MORSLI B. (2019). The management of flood risk and development of watercourses in urban areas: case of the town of Bechar, Larhyss Journal, No 37, pp. 75-92. (In French)
BEMMOUSSAT A., ADJIM M., BENSAOULA F (2017). Use of the ZYGOS model for the estimation of groundwater recharge in Sikkak watershed (Northen west of Algeria), Larhyss Journal, No 30, pp. 105-119. (In French)
BENKHALED. A., REZGUI. Z., SAKHRAOUI. F. (2013). Floods in Abiod wadi: analysis of database, Larhyss Journal, No 14, pp. 179-191
BEN SAID M., HAFNAOUI M.A., HACHEMI A., MADI M., BENMALEK A. (2024). Evaluating the effectiveness of the existing flood risk protection measures along wadi Deffa in El-Bayadh city, Algeria, Larhyss Journal, No 59, pp. 7-28.
BENSLIMANE M., BERREKSI A., BENMAMAR S., BOUACH A. (2020). Flood risk numerical simulation of Bejaia city urban zone (Algeria), Larhyss Journal, No 42, pp. 167-178.
BENTALHA C. (2023). Evaluation of the hydraulic and hydrology performance of the green roof by using SWMM, Larhyss Journal, No 53, pp. 61-72.
BHADURI B., HARBOR J.O.N., ENGEL B., GROVE M. (2000). Assessing watershed-scale, long-term hydrologic impacts of land-use change using a GIS-NPS model, Environmental management, Vol. 26, Issue 4, pp. 643-658.
https://doi.org/10.1007/s002670010122
BOSCH J.M., HEWLETT J.D. (1982). A review of catchment experiments to determine the effect of vegetation changes on water yield and evapotranspiration, Journal of hydrology, Vol.55, Issues 1-4, pp. 3-23.
https://doi.org/10.1016/0022-1694(82)90117-2
BOUGUERRA S.A., BENSLIMANE N. (2017). Characterization of drought weather in climate semiarid: case of watershed wadi Boumessaoud (N-W Algeria), Larhyss Journal, No 29, pp. 95-110. (In French)
BOUTEBBA K., BOUZIANE M.T., BOUAMRANE A. (2014). Decision-making aid for optimizing the management of drinking water supply networks, Larhyss Journal, No 20, pp. 279-296. (In French)
BOUTOUTAOU D., ZEGGANE H., SAGGAI S. (2020). Evaporation from the water surface of lakes and reservoirs of the arid zone of the mediterranean: case of Algeria, Larhyss Journal, No 43, pp. 91-101.
BRATH A, MONTANARI A., MORETTI G. (2006). Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty), Journal of hydrology, Vol. 324, Issues 1-4, pp. 141-153.
https://doi.org/10.1016/j.jhydrol.2005.10.001
CANDELA L., TAMOH K., OLIVARES G., GOMEZ M. (2012). Modelling impacts of climate change on water resources in ungauged and data-scarce watersheds. Application to the Siurana catchment (NE Spain), Science of the total environment, Vol. 440, Issue 4, pp. 253-260. https://doi.org/10.1016/j.scitotenv.2012.06.062
CHADEE A.A., CHADEE X.T., MWASHA A., MARTIN H.H. (2021). Implications of ‘lock-in’on public sector project management in a small island development state, Buildings, Vol. 11, Issue 5, pp. 198. https://doi.org/10.3390/buildings11050198
CHADEE A., RAMSUBHAG C., MOHAMMED A. (2024). Implications of Bid Rigging Practices in Small Island Developing States: A Case Study, Asian American Research Letters Journal, Vol. 1, Issue 4, pp. 1-28.
https://aarlj.com/index.php/AARLJ/article/view/62
CHERKI K (2019). Daily and instantaneous flood forecasting using artificial neural networks in a north-west Algerian watershed, Larhyss Journal, No 40, pp. 27-43.
CHIBANE B., ALI-RAHMANI S.E. (2015). Hydrological based model to estimate groundwater recharge, real- evapotranspiration and runoff in semi-arid area, Larhyss Journal, No 23, pp. 231-242.
CHOUDHURY P., SHRIVASTAVA R.K., NARULKAR S.M. (2002). Flood routing in river networks using equivalent Muskingum inflow, Journal of Hydrologic Engineering, Vol. 7, Issue 6, pp. 413-419.
https://doi.org/10.1061/(ASCE)1084-0699(2002)7:6(413)
CHU X., STEINMAN A. (2009). Event and Continuous Hydrologic Modeling with HEC-HMS, Journal of Irrigation and Drainage Engineering, Vol.135, Issue 1, pp. 119-124. https://doi.org/10.1061/(ASCE)0733-9437(2009)135:1(119)
COLLISCHONN B., COLLISCHONN W., TUCCI C.E.M. (2008). Daily hydrological modeling in the Amazon basin using TRMM rainfall, estimates, Journal of Hydrology, Vol. 360, Issues 1-4, pp. 207–216.
https://doi.org/10.1016/j.jhydrol.2008.07.032
CUMMINGS.N.W. (1935). Evaporation from water surfaces: Status of present knowledge and need for further investigations, Transactions of the American Geophysical Union, Vol. 16, issue 2, pp. 507–510.
https://doi.org/10.1029/TR017i002p00507
CUNDERLIK J., SIMONOVIC S.P. (2004). Calibration, Verification, and Sensitivity Analysis of the HEC-HMS Hydrologic Model, Water Resources Research Report, No 11. https://ir.lib.uwo.ca/wrrr/11
DEB S. (2024). Optimizing hydrological exploration through GIS-based groundwater potential zoning in Gomati district, Tripura, India, Larhyss Journal, No 60, pp. 231-256.
DERDOUR A., BOUANANI A., BABAHAMED K (2017). Floods typology in semiarid environment: case of Ain Sefra watershed (Ksour mountains, Saharian atlas, SW of Algeria), Larhyss Journal, No 29, pp. 283-299. (In French)
DJELLOULI F., BOUANANI A., BABA-HAMED K. (2015). Hydrological characterization of the Oued Louza basin using a global rainfall-flow model, Larhyss Journal, No 23, pp. 275-286. (In French)
DOUMOUNIA A., ZEBA A., DAMIBA L., ZOUGMORE F, NIKIEMA M. (2020). Climate variability analysis in the Nouhao sub-basin in eastern center of Burkina Faso, Larhyss Journal, No 41, pp. 57-69. (In French)
EL HMAIDI A., LAYADI A., BOUFALA M., EL ABASSI M., ESSAHLAOUI A. (2015). Contribution of GIS in selecting the favorable site for the location of the station purifying wastewater of Azrou city (middle atlas, Morocco), Larhyss Journal, No 21, pp. 7-14.
FAREGH W., BENKHALED A. (2016). GIS based SCS-CN method for estimating runoff in Sigus watershed, Larhyss Journal, No 27, pp. 257-276. (In French)
FERESHTEHPOUR M., ESMAEILZADEH M., ALIPOUR R.S., BURIAN S.J. (2024). Impacts of Digital Elevation Model type and resolution on deep learning-based flood inundation mapping, Earth Science Informatics, Vol. 17, Issue 2, pp. 1125-1145.
https://doi.org/10.1007/s12145-024-01239-0
FERNANDO H.M.S., GUNAWARDENA M.P., NAJIM M.M.M. (2021). Modelling of stream flows of a forested catchment in the tropics using HEC-HMS, Larhyss Journal, No 48, pp. 73-89.
FLEMING S.W. (2009). An Informal Survey of Watershed Model Users: Preferences, Applications, and Rationales, Streamline Watershed Management Bulletin, Vol. 13, Issue 1, pp. 32-35.
GASSI K.A.A., SAOUDI H. (2023). The effect of the physical parameterization schemes in WRF-ARW on the quality of the prediction of heavy rains that cause flooding application on eastern Algeria, Larhyss Journal, No 56, pp. 123-137.
GOLIAN S., SAGHAFIAN B., ELMI M., MAKNOON R. (2011). Probabilistic rainfall thresholds for flood forecasting: evaluating different methodologies for modelling rainfall spatial correlation (or dependence), Hydrological Processes, Vol. 25, Issue 13, pp. 2046-2055. https://doi.org/10.1002/hyp.7956
GOPINATH G., SWETHA T.V., ASHITHA M.K. (2014). Automated extraction of watershed boundary and drainage network from SRTM and comparison with Survey of India toposheet, Arabian Journal of Geosciences, Vol. 7, Issue 3, pp. 2625-2632. https://doi.org/10.1007/s12517-013-0919-0
GUPTA H.V., SOROOSHIAN P.O. YAPO. (1999). Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration, Journal Hydrological Engineering, Vol. 4, Issue 2, pp. 135-143.
https://doi.org/10.1061/(ASCE)1084-0699(1999)4:2(135)
HACHEMI A., BENKHALED A. (2016). Flood-duration-frequency modeling application to wadi Abiodh, Biskra (Algeria), Larhyss Journal, No 27, pp. 277-297.
HAFNAOUI M.A., BOULTIF M., DABANLI I. (2023). Floods in Algeria: analyzes and statistics, Larhyss Journal, No 56, pp. 351-369.
HAMIMED A., ZAAGANE M., OUALID A.T., TEFFAHI M., BAKHTIAR D. (2017). Monitoring daily actual evapotranspiration and surface water status over an agricultural area in western Algeria using remote sensing data, Larhyss Journal, No 29, pp. 45-59.
HOUICHI L. (2017). Appropriate formula for estimating rainfall intensity of selected duration and frequency: a case study, Larhyss Journal, No 30, pp. 67-87. (In French)
HOUNTONDJI B., CODO F.P., DAHOUNTO S.V.H., GBAGUIDI T.B. (2019). Flood management in urban environment: case of the Cotonou city in Benin, Larhyss Journal, No 39, pp. 333-347. (In French)
JAFARZADEGAN K., MERWADE V. (2017). A DEM-based approach for large-scale floodplain mapping in ungauged watersheds, Journal of Hydrology, Vol. 550, Issue 2, pp. 650-662. https://doi.org/10.1016/j.jhydrol.2017.04.053
JAISWAL T., JHARIYA D., SINGH S. (2023). Identification and mapping of groundwater potential zone using analytical hierarchy process and GIS in lower Kharun basin, Chhattisgarh, India, Larhyss Journal, No 53, pp. 117-143.
JOO J., KJELDSEN T., KIM H. J., LEE H. (2014). A comparison of two event-based flood models (ReFH-rainfall runoff model and HEC-HMS) at two Korean catchments, Bukil and Jeungpyeong, KSCE Journal of Civil Engineering, Vol. 18, Issue 1, pp. 330-343. https://doi.org/10.1007/s12205-013-0348-3
KANG B., RAMÍREZ J.A. (2007). Response of streamflow to weather variability under climate change in the Colorado Rockies, Journal of Hydrologic Engineering, Vol. 12, Issue 1, pp. 63-72. https://doi.org/10.1061/(ASCE)1084-0699(2007)12:1(63)
KERBOUB D., CHAMEKH K., FEHDI C., BOUDOUKHA A.R. (2016). Contribution of G.I.S in mapping pollution, case of the El-Kantara plain, south east of Algeria, Larhyss Journal, No 27, pp. 175-185. (In French)
KHERDE R.V., MEHTA D.J., MORE K.C., SAWANT P.H. (2024). Dynamic watershed modelling: HEC-HMS analysis of a tropical watershed, Larhyss Journal, No 60, pp. 87-111.
KONETI S., SUNKARA S.L., ROY P.S. (2018). Hydrological modeling with respect to impact of land-use and land-cover change on the runoff dynamics in Godavari River Basin using the HEC-HMS model, International Society for Photogrammetry and Remote Sensing, International Journal of Geo-Information, Vol. 7, Issue 6, pp. 1-17. https://doi.org/10.3390/ijgi7060206
KOUAO J.M., KOUASSI A.M., DEKOULA S.C., ASSEUFI B.D. (2020). Analysis of the climate regionalization of the ivory coast in a changing climate context, Larhyss Journal, No 41, pp. 233-259. (In French)
KOUASSI A.M., KOUAME K.F., SALEY M.B., BIEMI J. (2013). Impacts of climate change on groundwater of crystalline and Crystalophyllian basement aquifers in west Africa: case of the N’zi-Bandama watershed (Ivory Coast), Larhyss Journal, No 16, pp. 121-138. (In French)
KOUSSA M., BERHAIL S. (2021). Evaluation of spatial interpolation techniques for mapping groundwater nitrates concentrations - case study of Ain Elbel-sidi Makhlouf syncline in the Djelfa region (Algeria), Larhyss Journal, No 45, pp. 119-140.
KUMAR M.G., AGARWAL A.K., BALI R. (2008). Delineation of potential sites for water harvesting structures using remote sensing and GIS, Journal of the Indian Society of Remote Sensing, Vol. 36, Issue 4, pp. 323-334.
https://doi.org/10.1007/s12524-008-0033-z
LERAT J., PERRIN C., ANDRÉASSIAN V., LOUMAGNE C., RIBSTEIN P. (2012). Towards robust methods to couple lumped rainfall–runoff models and hydraulic models: A sensitivity analysis on the Illinois River, Journal of Hydrology, Vol. 418, Issue 2, pp. 123-135. https://doi.org/10.1016/j.jhydrol.2009.09.019
MAH D.Y.S., DAYANG NUR HUWAIDA A.S., TEO F.Y. (2023). Investigation of historical extreme rainfall on permeable road in a commercial centre, Larhyss Journal, No 53, pp. 165-182.
MAH D.Y.S., ALHADI H.F., BATENI N., TEO F.Y. (2024). Model simulation of dry stormwater detention pond with IPCC AR6 projected climate change scenarios, Larhyss Journal, No 60, pp. 151-169.
MAITY R., RAMADAS M., GOVINDARAJU R.S. (2013). Identification of hydrologic drought triggers from hydroclimatic predictor variables, Water Resources Research, Vol. 49, Issue 7, pp. 4476-4492. https://doi.org/10.1002/wrcr.20346
MEENU R., REHANA S., MUJUMDAR P.P. (2013). Assessment of hydrologic impacts of climate change in Tunga–Bhadra river basin, India with HEC‐HMS and SDSM, Hydrological processes, Vol. 27, Issue 11, pp. 1572-1589.
https://doi.org/10.1002/hyp.9220
MEHTA D., HADVANI J., KANTHARIYA D., SONAWALA P. (2023). Effect of land use land cover change on runoff characteristics using curve number: A GIS and remote sensing approach, International Journal of Hydrology Science and Technology, Vol. 16, Issue 1, pp. 1-16.
MEHTA D., YADAV S. (2024). Rainfall runoff modelling using HEC-HMS model: case study of Purna river basin, Larhyss Journal, No 59, pp. 101-118.
NAKOU T.R., SENOU L., ELEGBEDE B., CODO F.P. (2023). Climate variability and its impact on water resources in the lower mono river valley in Benin from 1960 to 2018, Larhyss Journal, No 56, pp. 215-234.
NEZZAL F., BELKEBIR R., BENHAIDA A (2015). Risk of flooding in the watershed of the Oued Hamiz (Bay of Algiers), Larhyss Journal, No 22, pp. 81-89. (In French)
N’GUESSAN BI V.H., ADJAKPA T.T., ALLECHY F.B., YOUAN TA M., ASSA Y.F. (2020). Characterization of the drought by the SPI and SPEI indices in the west center of Côte d'Ivoire case of the Lobo basin, Larhyss Journal, No 43, pp. 23-39.
NICHANE M., KHELIL M.A. (2015). Climate change and water resources in Algeria - vulnerability, impact and adaptation strategy, Larhyss Journal, No 21, pp. 25-33. (In French)
NIEHOFF D., FRITSCH U., BRONSTERT A. (2002). Land-use impacts on storm-runoff generation: scenarios of land-use change and simulation of hydrological response in a meso-scale catchment in SW-Germany, Journal of hydrology, Vol. 267, Issue 1-2, pp. 80-93. https://doi.org/10.1016/S0022-1694(02)00142-7
PANDEY P., MISHRA R., CHAUHAN R.K. (2022). Future prospects in the implementation of a real-time smart water supply management and water quality monitoring system, Larhyss Journal, No 51, pp. 237-252.
PANG J.M., TAN K.W. (2023). Development of regional climate model (RCM) for Cameron highlands based on representative concentration pathways (RCP) 4.5 and 8.5, Larhyss Journal, No 54, pp. 55-70.
PAPATHANASIOU C., MAKROPOULOS C., MIMIKOU M. (2015). Hydrological modelling for flood forecasting: Calibrating the post-fire initial conditions, Journal of Hydrology, Vol. 529, Issue 3, pp. 1838-1850.
https://doi.org/10.1016/j.jhydrol.2015.07.038
PATEL K., MEHTA D. (2022). Design of the continuous water supply system using Watergems software: a case study of Surat city, Larhyss Journal, No 50, pp. 125-136.
QURESHI H.U., ABBAS I., SHAH S.M.H., TEO F.Y. (2024). Hydrologic evaluation of monthly and annual groundwater recharge dynamics for a sustainable groundwater resources management in Quetta city, Pakistan, Larhyss Journal, No 60, pp. 27-53.
RANZI R., BOCHICCHIO M., BACCHI B. (2002). Effects on floods of recent afforestation and urbanisation in the Mella River (Italian Alps), Hydrology and Earth System Sciences, Vol. 6, Issue 2, pp. 239-254. https://doi.org/10.5194/hess-6-239-2002
RAO A.R., HAMED K.H. (2001). Flood Frequency analysis. CRC Press, New York, USA.
RAO K.H.V.D., RAO V.V., DADHWAL V.K., BEHERA G., SHARMA J.R. (2011). A distributed model for real-time flood forecasting in the Godavari Basin using space inputs, International Journal of Disaster Risk Science, Vol. 2, Issue 3, pp. 31-40. https://doi.org/10.1007/s13753-011-0014-7
RAWAT.K. S., KRISHNA G., MISHRA A., SINGH J., MISHRA S.V. (2014). Effect of DEM data resolution on low relief region sub-watershed boundaries delineating using of SWAT model and DEM derived from CARTOSAT-1 (IRS-P5), SRTM and ASTER, Journal of Applied and Natural Science, Vol.6, Issue 1, pp. 144-151. https://doi.org/10.31018/jans.v6i1.391
REMINI B. (2019). The Oasis of El Guerrara (Algeria): irrigation and recharge of the aquifers ensured by the floods, Larhyss Journal, No 40, pp. 135-163. (In French)
REMINI B. (2020). Algeria: the climate is changing, the water is becoming scarce, what to do? Larhyss Journal, No 41, pp. 181-221. (In French)
REMINI B. (2023). Flash floods in Algeria, Larhyss Journal, No 56, pp. 267-307.
REMINI B. (2024). Dams in the face of climate change! Larhyss Journal, No 59, pp. 229-241.
RICHARDSON B. (1931). Evaporation as a function of insolation, Transactions of the American Society of Civil Engineers, Vol. 95, Issue 1, pp. 996-1011.
https://doi.org/10.1061/TACEAT.0004284
ROY D., BEGAM S., GHOSH S., JANA S. (2013). Calibration and validation of HEC-HMS model for a river basin in Eastern India, Asian Research Publishing Network Journal of Engineering and Applied Sciences, Vol. 8, Issue 1, pp. 40-56.
SAIDI S., AMMAR S., JLASSI F., BOURI S. (2016). Urban expansion and its impact on water resources using remote sensing and GIS: Case of great Tunis, Larhyss Journal, No 28, pp. 87-101. (In French)
SAHU S., SUPE J., RATHORE K., VERMA S., MEHTA D. (2024). An integrated approach for evaluating water quality, Larhyss Journal, Vol. 60, pp. 213-230.
SAMAKÉ Y., ASSEMIAN A.E., SORO N. (2021). Cartography of the zones favourable to the implantation of drilling center of the Côte d’Ivoire, Larhyss Journal, No 45, pp. 7-33.
SAMANTA S., PAUL S.K. (2016). Geospatial analysis of shoreline and land use/land cover changes through remote sensing and GIS techniques, Modeling Earth Systems and Environment, Vol. 2, Issue 3, Paper ID 108.
https://doi.org/10.1007/s40808-016-0180-0
SHARMA M.P. KUJUR A. (2012). Application of Remote Sensing and GIS for groundwater recharge zone in and around Gola Block, Ramgargh, International Journal of Scientific and Research Publications, Vol. 2, Issue 2, pp. 2–7.
SHAIKH A.F., BHIRUD Y.L., MORE S.B., PAWAR A.D., VAIDYA O.V. (2024). Comparative analysis of optimization algorithms for reservoir operations: a case study on Ukai dam, Larhyss Journal, No 58, pp. 179-196.
SINGH V.P., WOOLHISERD A. (2002). Mathematical Modeling of Watershed Hydrology, Journal of Hydrologic Engineering, Vol. 7, Issue 4, pp. 270-292.
https://doi.org/10.1061/(ASCE)1084-0699(2002)7:4(270)
SONI S., DEWANGAN C.L., AHMAD I., SARKAR H., VERMA V. (2023). Application of geospatial technique and hydrological modelling in evaluating reservoir sedimentation in Chhattisgarh state of India. Indian Society for Hydraulics, Journal of Hydraulic Engineering, Vol. 29, Issue 1, pp. 419-433.
https://doi.org/10.1080/09715010.2023.2236985.
SORO G.E., NOUFE D., GOULA BI T.A. (2018). Sensitivity analysis of a global hydrological model to the estimates of average rainfall and potential evapotranspiration: application to the Marahoue basin in Cote d'Ivoire, Larhyss Journal, No 23, pp. 115-168. (In French)
TIBANGAYUKA N., MULUNGU D. M., IZDORI F. (2022). Evaluating the performance of HBV, HEC-HMS, and ANN models in simulating streamflow for a data scarce high-humid tropical catchment in Tanzania, Hydrological Sciences Journal, Vol. 67, Issue 14, pp. 2191-2204.
https://doi.org/10.1080/02626667.2022.2137417
TRAMBLAY Y., BOUVIER C., AYRAL P.A., MARCHANDISE A. (2011). Impact of rainfall spatial distribution on rainfall-runoff modelling efficiency and initial soil moisture conditions estimation, Natural Hazards and Earth System Sciences, Vol. 11, Issue 1, pp. 157-170. https://doi.org/10.5194/nhess-11-157-2011
TRIVEDI M., SURYANARAYANA T.M.V. (2023). An assessment of optimal operation policies for a reservoir using particle swarm optimization, Larhyss Journal, No 56, pp. 107-121.
VALENCIA ORTIZ J.A., MARTÍNEZ-GRAÑA A.M. (2024). Evaluation of flood exposure in anthropic environments applied to different areas in the region of Bucaramanga, Colombia, Geomatics, Natural Hazards and Risk, Vol. 15, Issue 1, pp. 2375544. https://doi.org/10.1080/19475705.2024.2375544
VAN CHINH L., ISERI H., HIRAMATSU K., HARADA M., MORI M. (2013). Simulation of rainfall runoff and pollutant load for Chikugo River basin in Japan using a GIS-based distributed parameter model, Paddy and Water Environment, Vol. 11, Issue 3, pp. 97-112. https://doi.org/10.1007/s10333-011-0296-9
VERMA S., VERMA M.K., PRASAD A.D., MEHTA D.J., ISLAM M.N. (2024a). Modeling of uncertainty in the estimation of hydrograph components in conjunction with the SUFI-2 optimization algorithm by using multiple objective functions, Modeling Earth Systems and Environment, Vol. 10, Issue 1, pp. 61-79.
VERMA S., SAHU R.T., PRASAD A.D., VERMA M.K. (2023). Reservoir operation optimization using ant colony optimization a case study of Mahanadi reservoir project complex Chhattisgarh – India, Larhyss Journal, No 53, pp. 73-93.
VERMA S., PRASAD A.D. VERMA M.K. (2024b). Optimal operation of the multi-reservoir system: a comparative study of robust metaheuristic algorithms, International Journal of Hydrology Science and Technology, Vol. 17, Issue 3, pp.239-266. https://doi.org/10.1504/IJHST.2024.137773
VERMA S., PRASAD A.D. VERMA M.K. (2024c). A framework for the evaluation of MRP complex precipitation in a CORDEX-SA regional climate applied to REMO, International Journal of Hydrology Science and Technology, Vol. 17, Issue 1, pp.17-45. https://doi.org/10.1504/IJHST.2024.135125
VERMA S., PRASAD A.D., VERMA M.K. (2022c). Time series modelling and forecasting of mean annual rainfall over MRP Complex Region Chhattisgarh associated with climate variability, Proceeding of Recent Advances in Sustainable Environment, Vol. 285, pp. 51-67. https://doi.org/10.1007/978-981-19-5077-3_5
VERMA S., SAHU R.T., PRASAD A.D. VERMA M.K. (2022b). Development of an optimal operating policy of multi-reservoir systems in Mahanadi Reservoir Project Complex, Chhattisgarh, Journal of Physics: Conference Series, Vol. 2273, Issue 1, pp. 1-13. 10.1088/1742-6596/2273/1/012020
VERMA S.K., SAHU R.T., SINGH H., PRASAD A.D., VERMA M.K. (2022a). A study of Environmental and Ecological impacts due to Construction and Operation of Tehri-Polavaram Dam, Institute of Physics Conference Series: Earth and Environmental Science, Vol. 1032, Issue 1, pp. 1-8. 10.1088/1755-1315/1032/1/012020
WARBURTON M.L., SCHULZE R.E., JEWITT G.P. (2012). Hydrological impacts of land use change in three diverse South African catchments, Journal of Hydrology, Vol. 414, Issue 1, pp. 118-135. https://doi.org/10.1016/j.jhydrol.2011.10.028
YASIN Z., NABI G., RANDHAWA S.M. (2015). Modeling of hill torrent using HEC Geo-HMS and HEC-HMS models: A case study of Mithawan watershed, Pakistan Journal of Meteorology Vol, 11, Issue 22, pp. 1-11.
YOUNG C.C., LIU W.C., CHUNG C.E. (2015). Genetic algorithm and fuzzy neural networks combined with the hydrological modeling system for forecasting watershed runoff discharge, Neural Computing and Applications, Vol. 26, Issue 7, pp. 1631-1643. https://doi.org/10.1007/s00521-015-1832-0
YUKSEL A., GUNDOGAN R., AKAY A.E. (2008). Using the remote sensing and GIS technology for erosion risk mapping of Kartalkaya dam watershed in Kahramanmaras, Turkey, Sensors, Vol. 8, Issue 8, pp. 4851-4865. https://doi.org/10.3390/s8084851
ZEGAIT R., REMINI B., BENSAHA H. (2021). Groundwater vulnerability assessment in the M’Zab valley - southern Algeria, Larhyss Journal, No 48, pp. 211-234.
ZEGAIT R., PIZZO H.S. (2023). Flood control reservoir using VBA simulation case of Idles basin in southern Algeria, Larhyss Journal, No 53, pp. 41-60.
ZHANG H.L., WANG Y.Q.J., WANG Y.Q.J., LI D.X., WANG X.K. (2013). The effect of watershed scale on HEC-HMS calibrated parameters: A case study in the Clear Creek watershed in Iowa, US, Hydrology and Earth System Sciences, Vol. 17, Issue 7, pp. 2735- 2745. https://doi.org/10.5194/hess-17-2735-2013.
Refbacks
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution 3.0 License.