Aquaculture Water Quality Index: a low-cost index to accelerate aquaculture development in Indonesia

Due to a lack of the related data, there were no simple water indexes available for indicating water quality. Motivated by the fact that many lakes and reservoirs in Indonesia have been polluted because of aquacultural activity, this paper proposed a Water Quality Index, called the Aquaculture Water Quality Index (AWQI), and presented the development of practical tool to aid the development of aquaculture in Indonesia. Specific purposes included: (a) providing a brief summary of the assessment results of the existing WQI; (b) developing the AWQI method for applying in an aquacultural context; (c) implementing the AWQI method in Depok Area (Indonesia) as study area. An AHP method was also processed to define the weights of selected water quality parameters: DO, ammonia, pH, and fecal coliform. The AWQI had several features: (a) a low-cost water quality monitoring program that could be used by developing countries; (b) a useful tool for water resource agencies, especially for local agencies, to manage waterbodies and to raise public awareness of water pollution for its data, as its data could be easily understood and interpreted.

[1]  Edwin E. Herricks,et al.  Developing fish community based ecohydrological indicators for water resources management in Taiwan , 2009, Hydrobiologia.

[2]  Yurong Wang,et al.  Application of analytic hierarchy process in selecting a biological indicator for a river flow restoration , 2013 .

[3]  V. Vilar,et al.  Water quality in Minho/Miño River (Portugal/Spain) , 2013, Environmental Monitoring and Assessment.

[4]  David G. Smith,et al.  Perception of water clarity and colour in terms of suitability for recreational use , 1992 .

[5]  E. Herricks,et al.  Integrative Analysis of Water Quality and Physical Habitat in the Ecological Design of Water Resources Projects , 2006, Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering.

[6]  S. B. Jonnalagadda,et al.  Water quality of the odzi river in the Eastern Highlands of Zimbabwe. , 2001, Water research.

[7]  Rafael Borja,et al.  Use of the water quality index and dissolved oxygen deficit as simple indicators of watersheds pollution , 2007 .

[8]  A. Rudolph,et al.  Dissolved Oxygen Content as an Index of Water Quality in San Vicente Bay, Chile (36°′S) , 2002 .

[9]  K. Sumantadinata Present state of common carp (Cyprinus carpio L.) stocks in Indonesia , 1995 .

[10]  Shaozhong Kang,et al.  Determination of comprehensive quality index for tomato and its response to different irrigation treatments , 2011 .

[11]  M. P. Rajan,et al.  An innovative approach of Drinking Water Quality Index—A case study from Southern Tamil Nadu, India , 2010 .

[12]  P. Soldán,et al.  A method for screening for the risk of chronic effects of surface water pollution , 2012, Environmental Monitoring and Assessment.

[13]  H. Pawitan,et al.  Water resources, sustainability and societal livelihoods in Indonesia , 2011 .

[14]  M. Harnisz,et al.  Microbial quality of common carp and pikeperch fingerlings cultured in a pond fed with treated wastewater , 2010 .

[15]  Reza Saeedi,et al.  Assessment of water quality in groundwater resources of Iran using a modified drinking water quality index (DWQI) , 2013 .

[16]  Joaquín Izquierdo,et al.  Achieving matrix consistency in AHP through linearization , 2011 .

[17]  W. J. Muller,et al.  Fish as bioindicators in aquatic environmental pollution assessment: A case study in Lake Victoria wetlands, Uganda , 2011 .

[18]  J. Aubin,et al.  Life Cycle Assessment for environmentally sustainable aquaculture management: a case study of combined aquaculture systems for carp and tilapia , 2013 .

[19]  D. Scott,et al.  The effect of high pH on ion balance, nitrogen excretion and behaviour in freshwater fish from an eutrophic lake: a laboratory and field study. , 2005, Aquatic toxicology.

[20]  A. de Donno,et al.  Microbiological Parameters in Brackish Water Pond used for Extensive and Semi-Intensive Fish-Culture: Acquatina , 2002 .

[21]  Gilberto Silverio da Silva,et al.  Um novo índice de qualidade das águas para proteção da vida aquática aplicado ao Rio Atibaia, região de Campinas/Paulínia-SP , 2006 .

[22]  Walter Quadros Seiffert,et al.  Hydrological and Water Quality Indices as management tools in marine shrimp culture , 2011 .

[23]  S A Abbasi,et al.  Qualidex – A New Software for Generating Water Quality Indice , 2006, Environmental monitoring and assessment.

[24]  Elijah Wanda,et al.  Determination of characteristics and drinking water quality index in Mzuzu City, Northern Malawi , 2012 .

[25]  Chu-Sing Yang,et al.  Ant algorithm for modifying an inconsistent pairwise weighting matrix in an analytic hierarchy process , 2014, Neural Computing and Applications.

[26]  M. H. Ismail,et al.  Integrating GIS and expert judgment in a multi-criteria analysis to map and develop a habitat suitability index: A case study of large mammals on the Malayan Peninsula , 2013 .

[27]  C Neal,et al.  Temporal and small-scale spatial variations of dissolved oxygen in the Rivers Thames, Pang and Kennet, UK. , 2000, The Science of the total environment.

[28]  J. W. Fletcher,et al.  Dissolved oxygen and dietary phosphorus modulate utilization and effluent partitioning of phosphorus in rainbow trout (Oncorhynchus mykiss) aquaculture. , 2005, Environmental pollution.

[29]  A. Al-Bassam,et al.  Integrated hydrochemical method of water quality assessment for irrigation in arid areas: application to the Jilh aquifer, Saudi Arabia , 2003 .

[30]  J. Neto,et al.  Seagrass Quality Index SQI, a Water Framework Directive compliant tool for the assessment of transitional and coastal intertidal areas , 2013 .

[31]  T. Saaty The Seven Pillars of the Analytic Hierarchy Process , 2001 .

[32]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[33]  S. Segura-Muñoz,et al.  Water quality of the Ribeirão Preto Stream, a watercourse under anthropogenic influence in the southeast of Brazil , 2013, Environmental Monitoring and Assessment.

[34]  K. Becker,et al.  Performance of common carp, Cyprinus carpio L. and Nile tilapia, Oreochromis niloticus (L.) in integrated rice–fish culture in Bangladesh , 2007 .

[35]  Shang-Lien Lo,et al.  A Generalized Water Quality Index for Taiwan , 2004, Environmental monitoring and assessment.

[36]  Kelly O. Maloney,et al.  Stream diurnal dissolved oxygen profiles as indicators of in-stream metabolism and disturbance effects: Fort Benning as a case study , 2005 .

[37]  M. Hossain,et al.  Stagnant surface water bodies (SSWBs) as an alternative water resource for the Chittagong metropolitan area of Bangladesh: physicochemical characterization in terms of water quality indices , 2011, Environmental monitoring and assessment.

[38]  Luis G. Vargas,et al.  Inconsistency and rank preservation , 1984 .

[39]  Hossein Arabalibeik,et al.  Development of a dairy cattle drinking water quality index (DCWQI) based on fuzzy inference systems , 2012 .

[40]  S. Rodgher,et al.  Evaluation of surface water quality in aquatic bodies under the influence of uranium mining (MG, Brazil) , 2013, Environmental Monitoring and Assessment.

[41]  Mehpare Timor,et al.  The analytic hierarchy process and analytic network process: an overview of applications , 2010 .

[42]  G. Kamizoulis,et al.  Development of coastal recreational water quality standards in the Mediterranean. , 2004, Environment international.

[43]  J. Tank Faculty Opinions recommendation of Stream Diurnal Dissolved Oxygen Profiles as Indicators of In-Stream Metabolism and Disturbance Effects: Fort Benning as a Case Study. , 2006 .

[44]  Thomas L. Saaty,et al.  The analytic hierarchy process and human resource allocation: Half the story , 2007, Math. Comput. Model..

[45]  W. Wiebe,et al.  A Water Quality Index Applied to an International Shared River Basin: The Case of the Douro River , 2006, Environmental management.

[46]  Michael Goss,et al.  Development of a risk-based index for source water protection planning, which supports the reduction of pathogens from agricultural activity entering water resources. , 2008, Journal of environmental management.

[47]  U. Seeboonruang A statistical assessment of the impact of land uses on surface water quality indexes. , 2012, Journal of environmental management.

[48]  D. Wunderlin,et al.  Reply to comment on "Use of water quality indices to verify the impact of Cordoba city (Argentina) on Suquia River". , 2000, Water research.

[49]  A. Baghvand,et al.  Development of Water Quality Index (WQI) for Gorganrood River , 2011 .

[50]  John Sessions,et al.  An expert-based approach to forest road network planning by combining Delphi and spatial multi-criteria evaluation , 2013, Environmental Monitoring and Assessment.

[51]  R. Manning,et al.  Indicators and standards of quality for paddling on Lake Champlain , 2012 .

[52]  A. Bordalo,et al.  Water quality and uses of the Bangpakong River (eastern Thailand). , 2001, Water research.

[53]  R. Davies‐Colley,et al.  A water quality index for contact recreation in New Zealand. , 2001, Water science and technology : a journal of the International Association on Water Pollution Research.

[54]  M. Edema,et al.  Physico-chemical and microbiological characteristics of water for fish production using small ponds , 2008 .

[55]  William Ho,et al.  Integrated analytic hierarchy process and its applications - A literature review , 2008, Eur. J. Oper. Res..

[56]  N. Moyo,et al.  The aquaculture potential of Tilapia rendalli in relation to its feeding habits and digestive capabilities , 2013 .

[57]  Mehmet Ali Turan Koçer,et al.  Parameters selection for water quality index in the assessment of the environmental impacts of land-based trout farms , 2014 .

[58]  H. Kurokura,et al.  Water quality fluctuations under floating net cages for fish culture in Lake Cirata and its impact on fish survival , 2005, Fisheries Science.

[59]  T Kainulainen,et al.  A statistical approach to assessing interval scale preferences in discrete choice problems , 2009, J. Oper. Res. Soc..

[60]  Shankar Chakraborty,et al.  Design of an analytic-hierarchy-process-based expert system for non-traditional machining process selection , 2006 .

[61]  Roel H. Bosma,et al.  Sustainable aquaculture in ponds: Principles, practices and limits , 2011 .

[62]  Seockheon Lee,et al.  Application of Water Quality Indices and Dissolved Oxygen as Indicators for River Water Classification and Urban Impact Assessment , 2007, Environmental monitoring and assessment.

[63]  Seo Jin Ki,et al.  Determination of the optimal parameters in regression models for the prediction of chlorophyll-a: a case study of the Yeongsan Reservoir, Korea. , 2009, The Science of the total environment.

[64]  Lachlan T. H. Newham,et al.  A framework for estimating pollutant export coefficients from long-term in-stream water quality monitoring data , 2008, Environ. Model. Softw..

[65]  Luis G. Vargas An overview of the analytic hierarchy process and its applications , 1990 .

[66]  David G. Smith,et al.  Water clarity criteria for bathing waters based on user perception , 1991 .

[67]  D. Kay Coastal bathing water quality: the application of water quality standards to Welsh beaches. , 1988 .

[68]  H. Gijzen,et al.  Microbial quality of tilapia reared in fecal-contaminated ponds. , 2004, Environmental research.

[69]  G. Chapman,et al.  The diets and related aspects of feeding of Nile tilapia (Oreochromis niloticus L.) and common carp (Cyprinus carpio L.) in lowland rice fields in northeast Thailand , 1994 .

[70]  Azuraliza Abu Bakar,et al.  RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia , 2012, Expert Syst. Appl..

[71]  D. Abeysinghe,et al.  Biofilters for water reuse in aquaculture , 1996 .

[72]  M. A. Moriñigo,et al.  Applicability of the recreational water quality standard guidelines , 1995 .

[73]  B. Hepher,et al.  Microbiological aspects of fish grown in treated wastewater , 1987 .

[74]  I. Hernández,et al.  Multi-metric index based on the seagrass Zostera noltii (ZoNI) for ecological quality assessment of coastal and estuarine systems in SW Iberian Peninsula. , 2013, Marine pollution bulletin.