Top

Water Resources Management

Published in:

21-06-2017

Appraising the Accuracy of Multi-Class Frequency Ratio and Weights of Evidence Method for Delineation of Regional Groundwater Potential Zones in Canal Command System

Authors: Satiprasad Sahoo, Selva Balaji Munusamy, Anirban Dhar, Amlanjyoti Kar, Prahlad Ram

Published in: Water Resources Management | Issue 14/2017

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

A comparative study of probabilistic frequency ratio (FR) and weights of evidence (WofE) method is performed for delineation of regional groundwater potential zones (GPZ) in canal command system. In the present case study, delineation of GPZ in the Hirakud agricultural command area of Odisha, India. Field discharge data from borewells are utilized for the analysis along with remote sensing (RS) and geographic information system (GIS) techniques. Various influencing attributes responsible for occurrence and movement of groundwater, e.g., land use / land cover, soil type, groundwater depth, geology, elevation, geomorphology, slope, recharge rate, rainfall, normalized difference vegetation index, drainage density, crop intensity are integrated by using GIS platform. Model results from FR and WofE show similar trends. The middle portion of the study area covers the ‘Good’ GPZ. Sensitivity analyses are performed for FR and WofE methods.

previous article Extracting Optimal Policies of Hydropower Multi-Reservoir Systems Utilizing Enhanced Differential Evolution Algorithm

next article Bi-Level Optimization for Determining Operating Strategies for Inter-Basin Water Transfer-Supply Reservoirs

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Abiy AZ, Melesse AM (2017) Evaluation of watershed scale changes in groundwater and soil moisture storage with the application of GRACE satellite imagery data. Catena 153:50–60CrossRef

Adham MI, Jahan CS, Mazumder QH, Hossain MMA, Haque A (2010) Study on groundwater recharge potentiality of Barind Tract, Rajshahi District, Bangladesh using GIS and remote sensing technique. J Geol Soc 75:432–438

Agarwal E, Agarwal R, Garg RD, Garg PK (2013) Delineation of groundwater potential zone: an AHP/ANP approach. J Earth Syst Sci 122(3):887–898CrossRef

Avtar R, Singh CK, Shashtri S, Singh A, Mukherjee S (2010) Identification and analysis of groundwater potential zones in Ken–Betwa river linking area using remote sensing and geographic information system. Geocarto Int 25(5):379–396CrossRef

Bonham-Carter GF, Agterberg FP, Wright DF (1989) Weights of evidence modeling: a new approach to mapping mineral potential. Statistical application in the earth sciences: Geol. Survey Canada 89(9):171–183

Carranza EJM (2004) Weights of evidence modeling of mineral potential: a case study using small number of prospects, Abra, Philippines. Nat Resour Res 13(3):173–187CrossRef

Dhar A, Sahoo S, Mandal U, Dey S, Bishi N, Kar A (2015) Hydro-environmental assessment of a regional ground water aquifer: Hirakud command area (India). Environ Earth Sci 73:4165–4178CrossRef

Ibrahim-Bathis K, Ahmed SA (2016) Geospatial technology for delineating groundwater potential zones in Doddahalla watershed of Chitradurga district, India. Egypt J Remote Sens Space Sci 19(2):223–234

KAN A, MNM N, Abdullah K (2012) Assessing the accuracy of GIS-based elementary multi criteria decision analysis as a spatial prediction tool – a case of predicting potential zones of sustainable groundwater resources. J Hydrol 440-441:75–89CrossRef

Kumar A, Pandey AC (2016) Geoinformatics based groundwater potential assessment in hard rock terrain of Ranchi urban environment, Jharkhand state (India) using MCDM–AHP techniques. Groundwater for Sustainable Development 2:27–41CrossRef

Kumar T, Gautam AK, Kumar T (2014) Appraising the accuracy of GIS-based multi-criteria decision making techniques for delineation of groundwater potential zones. Water Resour Manag 28:4449–4466CrossRef

Lee S, Kim YS, Oh HJ (2012a) Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping. J Environ Manag 96:91–105CrossRef

Lee S, Song KY, Kim Y, Park I (2012b) Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model. Hydrogeol J 20(8):1511–1527CrossRef

Manap MA, Nampak H, Pradhan B, Lee S, Sulaiman WNA, Ramli MF (2014) Application of probabilistic-based frequency ratio model in the groundwater potential mapping using remote sensing data and GIS. Arab J Geosci 7:711–724CrossRef

Mandal U, Sahoo S, Munusamy SB, Dhar A, Panda SN, Kar A, Mishra PK (2016) Delineation of groundwater potential zones of coastal Groundwater Basin using multi-criteria decision making technique. Water Resour Manag 30(12):4293–4310CrossRef

Mukherjee P, Singh CK, Mukherjee S (2012) Delineation of groundwater potential zones in arid region of India- a remote sensing and GIS approach. Water Resour Manag 26:2643–2672CrossRef

Naghibi SA, Pourghasemi HR Abbaspour K (2017) A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS. Theor Appl Climatol, 1–18. doi:10.1007/s00704-016-2022-4

Naghibi SA, Pourghasemi HR, Pourtaghi ZS, Rezaei A (2015) Groundwater qanat potential mapping using frequency ratio and Shannon’s entropy models in the Moghan watershed, Iran. Earth Sci Inf 8:171–186CrossRef

Oh HJ, Kim YS, Choi JK, Park E, Lee S (2011) GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea. J Hydrol 399:158–172CrossRef

Ozdemir A (2011) GIS-based groundwater spring potential mapping in the Sultan Mountains (Konya, Turkey) using frequency ratio, weights of evidence and logistic regression methods and their comparison. J Hydrol 411:290–308CrossRef

Parameswari K, Padmini TK (2017) Assessment of groundwater potential in Tirukalukundram block of southern Chennai Metropolitan Area. Environ Dev Sustain, 1–18. doi:10.1007/s10668-017-9952-6

Pourtaghi ZS, Pourghasemi HR (2014) GIS-based groundwater spring potential assessment and mapping in the Birjand township, southern Khorasan Province, Iran. Hydrogeol J 22:1089. doi:10.1007/s10040-013-1089-6 CrossRef

Sahoo S, Dhar A, Kar A, Ram P (2016) Grey analytic hierarchy process applied to effectiveness evaluation for groundwater potential zone delineation. Geocarto Int, 1–18. doi:10.1080/10106049.2016.1195888

Sargaonkar AP, Rathi B, Baile A (2011) Identifying potential sites for artificial groundwater recharge in sub-watershed of river Kanhan, India. Environ Earth Sci 62:1099–1108CrossRef

Srivastava PK, Bhattacharya AK (2006) Groundwater assessment through an integrated approach using remote sensing, GIS and resistivity techniques: a case study from a hard rock terrain. Int J Remote Sens 27(20):4599–4620CrossRef

Title: Appraising the Accuracy of Multi-Class Frequency Ratio and Weights of Evidence Method for Delineation of Regional Groundwater Potential Zones in Canal Command System
Authors: Satiprasad Sahoo
Selva Balaji Munusamy
Anirban Dhar
Amlanjyoti Kar
Prahlad Ram
Publication date: 21-06-2017
Publisher: Springer Netherlands
Published in: Water Resources Management / Issue 14/2017
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI: https://doi.org/10.1007/s11269-017-1754-y

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Technik"

Springer Professional "Wirtschaft+Technik"

Other articles of this Issue 14/2017

Parameter Estimation of Two Improved Nonlinear Muskingum Models Considering the Lateral Flow Using a Hybrid Algorithm

Lessons From Spanish and US Law for Adequate Regulation of Groundwater Protection Areas in Chile, Especially Drinking Water Deposits

An Improved NSGA-III Algorithm for Reservoir Flood Control Operation

Bi-Level Optimization for Determining Operating Strategies for Inter-Basin Water Transfer-Supply Reservoirs

Pre-processing data to predict groundwater levels using the fuzzy standardized evapotranspiration and precipitation index (SEPI)

Determining Location and Capacity of Dams through Economic and Environmental Indicators