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Published in: Water Resources Management 3/2024

04-01-2024

Multi—Objective Reservoir Operation Optimization by Considering Ecosystem Sustainability and Ecological Targets

Authors: Hamed Yazdian, Banafsheh Zahraie, Neamatollah Jaafarzadeh

Published in: Water Resources Management | Issue 3/2024

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Abstract

In this study, variations of macroinvertebrates are considered as a criterion for assessing biological diversity and ecosystem health in the downstream reach of a river-reservoir system. Unlike most of the previous studies, this biological diversity index is then used in a multi-objective reservoir operation optimization model as an objective function instead of a constraint. Two objectives of supplying water demand and ecological diversity were maximized for the case of the Aboulabbas Dam in Khuzestan Province in southwest of Iran. Based on the historical records of water quality and macroinvertebrate samples, a relationship between these two parameters was used in the optimization model formulation. Evaluation of the results in a 10-year period and comparison with single-objective optimization shows that using the proposed methodology, the biodiversity and ecosystem health has been improved while achieving an acceptable level of water supply reliability.

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Literature
go back to reference Azadnia A, Zahraie B (2010) Optimization of nonlinear muskingum method with variable parameters using multi-objective particle swarm optimization. World Environ Water Resour Congr pp. 2278–2284 Azadnia A, Zahraie B (2010) Optimization of nonlinear muskingum method with variable parameters using multi-objective particle swarm optimization. World Environ Water Resour Congr pp. 2278–2284
go back to reference Azrina MZ, Yap CK, Rahim Ismail A, Ismail A, Tan SG (2006) Anthropogenic impacts on the distribution and biodiversity of benthic macroinvertebrates and water quality of the Langat River, Peninsular Malaysia. Ecotoxicol Environ Saf 64:337–347 Azrina MZ, Yap CK, Rahim Ismail A, Ismail A, Tan SG (2006) Anthropogenic impacts on the distribution and biodiversity of benthic macroinvertebrates and water quality of the Langat River, Peninsular Malaysia. Ecotoxicol Environ Saf 64:337–347
go back to reference Balter AM, Fontane DG (2006) A generalized multiobjective particle swarm optimization solver for spreadsheet models: application to water quality. In: Proc Int Conf Comput Decis Mak Civ Building Eng Montr pp.1544–1552 Balter AM, Fontane DG (2006) A generalized multiobjective particle swarm optimization solver for spreadsheet models: application to water quality. In: Proc Int Conf Comput Decis Mak Civ Building Eng Montr pp.1544–1552
go back to reference Baron JS, Poff NL, Angermeier PL, Dahm CN, Gleick PH, Hairston NG, Jackson RB, Johnston CA, Richter BD, Steinmam AD (2002) Meeting ecological and societal needs for freshwater. Ecol Appl 12:1247–1260 Baron JS, Poff NL, Angermeier PL, Dahm CN, Gleick PH, Hairston NG, Jackson RB, Johnston CA, Richter BD, Steinmam AD (2002) Meeting ecological and societal needs for freshwater. Ecol Appl 12:1247–1260
go back to reference Chen Y, Wang M, Zhang Y, Lu Y, Xu B, Yu L (2023) Cascade hydropower system operation considering ecological flow based on different multi-objective genetic algorithms. Water Resour Manag pp. 1–18 Chen Y, Wang M, Zhang Y, Lu Y, Xu B, Yu L (2023) Cascade hydropower system operation considering ecological flow based on different multi-objective genetic algorithms. Water Resour Manag pp. 1–18
go back to reference Czeniawska-Kusza I (2005) Comparing modified biological monitoring working party score system and several biological indices based on macroinvertebrates for water quality assessment. Limnologica 35:169–176CrossRef Czeniawska-Kusza I (2005) Comparing modified biological monitoring working party score system and several biological indices based on macroinvertebrates for water quality assessment. Limnologica 35:169–176CrossRef
go back to reference Derepasko D, Guillaume JH, Horne AC, Volk M (2021) Considering scale within optimization procedures for water management decisions: Balancing environmental flows and human needs. Environ Model Softw 139:104991CrossRef Derepasko D, Guillaume JH, Horne AC, Volk M (2021) Considering scale within optimization procedures for water management decisions: Balancing environmental flows and human needs. Environ Model Softw 139:104991CrossRef
go back to reference Dhar A, Datta B (2008) Optimal operation of reservoirs for downstream water quality control using linked simulation optimization. Hydrol Process 22(6):842–853 Dhar A, Datta B (2008) Optimal operation of reservoirs for downstream water quality control using linked simulation optimization. Hydrol Process 22(6):842–853
go back to reference Ding ZY, Fang GH, Wen X et al (2020) Cascaded hydropower operation chart optimization balancing overall ecological benefits and ecological conservation in hydrological extremes under climate change. Water Resour Manage 34(3):1231–1246CrossRef Ding ZY, Fang GH, Wen X et al (2020) Cascaded hydropower operation chart optimization balancing overall ecological benefits and ecological conservation in hydrological extremes under climate change. Water Resour Manage 34(3):1231–1246CrossRef
go back to reference Ertaş A, Yorulmaz B (2022) Comparative Performance of the Indices Used for Bioassessment of Water Quality of Sangı Stream (West Anatolia, Turkey). Russ J Ecol 53(4):318–327CrossRef Ertaş A, Yorulmaz B (2022) Comparative Performance of the Indices Used for Bioassessment of Water Quality of Sangı Stream (West Anatolia, Turkey). Russ J Ecol 53(4):318–327CrossRef
go back to reference Gallardo B, Gascón S, Quintana X, Comín FA (2011) How to choose a biodiversity indicator – redundancy and complementarity of biodiversity metrics in a freshwater ecosystem. Ecol Indic 11:1177–1184CrossRef Gallardo B, Gascón S, Quintana X, Comín FA (2011) How to choose a biodiversity indicator – redundancy and complementarity of biodiversity metrics in a freshwater ecosystem. Ecol Indic 11:1177–1184CrossRef
go back to reference Gill MK, Kaheil YH, Khalil A, McKee M, Bastidas L (2006) Multiobjective Particle Swarm Optimization for Parameter Estimation in Hydrology, Water Resour Res 42(W07417):14 Gill MK, Kaheil YH, Khalil A, McKee M, Bastidas L (2006) Multiobjective Particle Swarm Optimization for Parameter Estimation in Hydrology, Water Resour Res 42(W07417):14
go back to reference Homa ES, Vogel RM, Smith MP, Apse CD, Huber-Lee A, Sieber J (2005) An optimization approach for balancing human and ecological flow needs. In Proc EWRI 2005 World Water Environ Resour Congr ASCE Anchorage Alsk Homa ES, Vogel RM, Smith MP, Apse CD, Huber-Lee A, Sieber J (2005) An optimization approach for balancing human and ecological flow needs. In Proc EWRI 2005 World Water Environ Resour Congr ASCE Anchorage Alsk
go back to reference Iliopoulou-Georgudaki J, Kantzaris V, Katharios P, Kaspiris P, Georgiadis Th, Montesantou B (2003) An application of different bioindicators for assessing water quality: a case study in the rivers alfeios and pineios. Ecol Indic 2:345–360CrossRef Iliopoulou-Georgudaki J, Kantzaris V, Katharios P, Kaspiris P, Georgiadis Th, Montesantou B (2003) An application of different bioindicators for assessing water quality: a case study in the rivers alfeios and pineios. Ecol Indic 2:345–360CrossRef
go back to reference Jager HI, Smith BT (2008) Sustainable reservoir operation: can we generate hydropower and preserve ecosystem values? River Res Appl 24:340–352CrossRef Jager HI, Smith BT (2008) Sustainable reservoir operation: can we generate hydropower and preserve ecosystem values? River Res Appl 24:340–352CrossRef
go back to reference Korsgaard L (2006) Environmental flows in integrated water resources management: linking flows. services, and values. Ph.D. Thesis, Institute of Environment & Resources, Technical University of Denmark Korsgaard L (2006) Environmental flows in integrated water resources management: linking flows. services, and values. Ph.D. Thesis, Institute of Environment & Resources, Technical University of Denmark
go back to reference Labadie JW (2004) Optimal operation of multireservoir systems: State-of-the-art review. J Water Res Plan Manage ASCE 130(2):93–111CrossRef Labadie JW (2004) Optimal operation of multireservoir systems: State-of-the-art review. J Water Res Plan Manage ASCE 130(2):93–111CrossRef
go back to reference Latha C, Thanga VSG (2010) Macroinvertebrate diversity of veli and kadinamkulam lakes, South Kerala, India. J Environ Biol 547(July):543–547 Latha C, Thanga VSG (2010) Macroinvertebrate diversity of veli and kadinamkulam lakes, South Kerala, India. J Environ Biol 547(July):543–547
go back to reference Li Z, Zeng B (2020) Health assessment of important tributaries of Three Georges Reservoir based on the benthic index of biotic integrity. Sci Rep 10(1):1–11ADS Li Z, Zeng B (2020) Health assessment of important tributaries of Three Georges Reservoir based on the benthic index of biotic integrity. Sci Rep 10(1):1–11ADS
go back to reference Mansouri M, Safavi HR, Rezaei F (2022) An improved MOPSO algorithm for multi-objective optimization of reservoir operation under climate change. Environ Monit Assess 194(4):261CrossRefPubMed Mansouri M, Safavi HR, Rezaei F (2022) An improved MOPSO algorithm for multi-objective optimization of reservoir operation under climate change. Environ Monit Assess 194(4):261CrossRefPubMed
go back to reference Mo C, Zhao S, Ruan Y, Liu S, Lei X, Lai S, Sun G, Xing Z (2022) Research on reservoir optimal operation based on long-term and mid-long-term nested models. Water 14(4):608 Mo C, Zhao S, Ruan Y, Liu S, Lei X, Lai S, Sun G, Xing Z (2022) Research on reservoir optimal operation based on long-term and mid-long-term nested models. Water 14(4):608
go back to reference Murphy CA, Johnson SL, Gerth W, Pierce T, Taylor G (2021) Unintended consequences of selective water withdrawals from reservoirs alter downstream macroinvertebrate communities. Water Resour Res 57(6):p.e2020WR029169 Murphy CA, Johnson SL, Gerth W, Pierce T, Taylor G (2021) Unintended consequences of selective water withdrawals from reservoirs alter downstream macroinvertebrate communities. Water Resour Res 57(6):p.e2020WR029169
go back to reference Poff NL, Allan JD, Bain MB, Karr JR, Prestegaard KL, Richter BD, Sparks RE (1997) The natural flow regime. Bioscience 47:769–784CrossRef Poff NL, Allan JD, Bain MB, Karr JR, Prestegaard KL, Richter BD, Sparks RE (1997) The natural flow regime. Bioscience 47:769–784CrossRef
go back to reference Raquel CR, Naval Jr PC (2005) An effective use of crowding distance in multiobjective particle swarm optimization. In Proceedings of the 7th Annual Conference on Genetic and Evolutionary Computation 257–264 Raquel CR, Naval Jr PC (2005) An effective use of crowding distance in multiobjective particle swarm optimization. In Proceedings of the 7th Annual Conference on Genetic and Evolutionary Computation 257–264
go back to reference Reddy MJ, Kumar DN (2007) Multi-objective particle swarm optimization for generating optimal trade-offs in reservoir operation. Hydrol Process 21:2897–2909 Reddy MJ, Kumar DN (2007) Multi-objective particle swarm optimization for generating optimal trade-offs in reservoir operation. Hydrol Process 21:2897–2909
go back to reference Rosenberg DM, Collogues (1999) Benthic macrointervebrates in fresh waters. Protoc Meas Biodivers p.42 Rosenberg DM, Collogues (1999) Benthic macrointervebrates in fresh waters. Protoc Meas Biodivers p.42
go back to reference Saadatpour M, Afshar A (2013) Multi objective simulation-optimization approach in pollution spill response management model in Reservoirs. Water Resour Manage 27(6):1851–1865CrossRef Saadatpour M, Afshar A (2013) Multi objective simulation-optimization approach in pollution spill response management model in Reservoirs. Water Resour Manage 27(6):1851–1865CrossRef
go back to reference Sedighkia M, Abdoli A (2022) Optimizing environmental flow regime by integrating river and reservoir ecosystems. Water Resour Manage 36(6):2079–2094CrossRef Sedighkia M, Abdoli A (2022) Optimizing environmental flow regime by integrating river and reservoir ecosystems. Water Resour Manage 36(6):2079–2094CrossRef
go back to reference Sedighkia M, Badrzadeh N, Fathi Z, Abdoli A, Datta B (2023) An integrated simulation–optimization framework for assessing environmental flows in rivers. Environ Monit Assess 195(2):292CrossRefPubMedPubMedCentral Sedighkia M, Badrzadeh N, Fathi Z, Abdoli A, Datta B (2023) An integrated simulation–optimization framework for assessing environmental flows in rivers. Environ Monit Assess 195(2):292CrossRefPubMedPubMedCentral
go back to reference Sofi MS, Bhat SU, Rashid I, Kuniyal JC (2020) The natural flow regime: A master variable for maintaining river ecosystem health. Ecohydrology 13(8):e2247 Sofi MS, Bhat SU, Rashid I, Kuniyal JC (2020) The natural flow regime: A master variable for maintaining river ecosystem health. Ecohydrology 13(8):e2247
go back to reference Suen JP, Eheart JW (2006) Reservoir management to balance ecosystem and human needs: Incorporating the paradigm of the ecological flow regime”. Water Resour Res 423:W03417ADS Suen JP, Eheart JW (2006) Reservoir management to balance ecosystem and human needs: Incorporating the paradigm of the ecological flow regime”. Water Resour Res 423:W03417ADS
go back to reference Tampo L, Lazar IM, Kaboré I, Oueda A, Akpataku KV, Djaneye-Boundjou G, Bawa LM, Lazar G, Guenda W (2020) A multimetric index for assessment of aquatic ecosystem health based on macroinvertebrates for the Zio river basin in Togo. Limnologica 83:125783CrossRef Tampo L, Lazar IM, Kaboré I, Oueda A, Akpataku KV, Djaneye-Boundjou G, Bawa LM, Lazar G, Guenda W (2020) A multimetric index for assessment of aquatic ecosystem health based on macroinvertebrates for the Zio river basin in Togo. Limnologica 83:125783CrossRef
go back to reference Taylor BR, Baily RC (1997) Technical evaluation on methods for benthic invertebrates. Data Anal Min Energy Technol p.93 Taylor BR, Baily RC (1997) Technical evaluation on methods for benthic invertebrates. Data Anal Min Energy Technol p.93
go back to reference Wilsey B, Stirling G (2007) Species richness andevenness respond in a different manner topropagule density in developing prairiemicrocosm communities. Plant Ecol 19:259–273CrossRef Wilsey B, Stirling G (2007) Species richness andevenness respond in a different manner topropagule density in developing prairiemicrocosm communities. Plant Ecol 19:259–273CrossRef
go back to reference Xu C, Xu Z, Yang Z (2020) Reservoir operation optimization for balancing hydropower generation and biodiversity conservation in a downstream wetland. J Clean Prod 245:118885CrossRef Xu C, Xu Z, Yang Z (2020) Reservoir operation optimization for balancing hydropower generation and biodiversity conservation in a downstream wetland. J Clean Prod 245:118885CrossRef
go back to reference Yang Z, Yang K, Hu H, Su L (2019) The cascade reservoirs multi-objective ecological operation optimization considering different ecological flow demand. Water Resour Manage 33:207–228CrossRef Yang Z, Yang K, Hu H, Su L (2019) The cascade reservoirs multi-objective ecological operation optimization considering different ecological flow demand. Water Resour Manage 33:207–228CrossRef
go back to reference Yazdian H, Jaafarzadeh N, Zahraie B (2014) Relationship between Bio Indices and Physicochemical Parameters of Water: A Tool for Water Resources Managers. J Environ Health Technol 30(12):1–21 Yazdian H, Jaafarzadeh N, Zahraie B (2014) Relationship between Bio Indices and Physicochemical Parameters of Water: A Tool for Water Resources Managers. J Environ Health Technol 30(12):1–21
go back to reference Zhang Z, Yao HQL, Liu Y, Jiang Z, Feng Z, Ouyang S (2020) Improved multi-objective moth-flame optimization algorithm based on R-domination for cascade reservoirs operation. J Hydrol 581:124431CrossRef Zhang Z, Yao HQL, Liu Y, Jiang Z, Feng Z, Ouyang S (2020) Improved multi-objective moth-flame optimization algorithm based on R-domination for cascade reservoirs operation. J Hydrol 581:124431CrossRef
Metadata
Title
Multi—Objective Reservoir Operation Optimization by Considering Ecosystem Sustainability and Ecological Targets
Authors
Hamed Yazdian
Banafsheh Zahraie
Neamatollah Jaafarzadeh
Publication date
04-01-2024
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 3/2024
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-023-03693-9

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