Registration is open for lifetime access 

Groundwater potentiality and stress zonation using TOPSIS, VIKOR, and EDAS models in Excel and ArcGIS


Flood susceptibility using TOPSIS method


Flood susceptibility using VIKOR method


Flood susceptibility using EDAS method


Some sample parameters

ABOUT COURSE

In this online Certificate Course, you can learn the complete process (A-Z) from scratch to production. How to select parameters and why, download raster and vector data, processing data, images in ArcGIS environment, justification of variables, step by step guide of TOPSIS, VIKOR and EDAS in excel, produced prediction map applying AHP method in groundwater potentiality and stress zonation using ArcGIS. Moreover, you will also learn validation of the susceptibility map in SPSS software.

TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution) method is presented in Chen and Hwang (1992), with reference to Hwang and Yoon (1981). The basic principle is that the chosen alternative should have the shortest distance from the ideal solution and the farthest distance from the negative-ideal solution.

The VIKOR method was developed for multicriteria optimization of complex systems. It determines the compromise ranking list, the compromise solution, and the weight stability intervals for preference stability of the compromise solution obtained with the initial (given) weights. This method focuses on ranking and selecting from a set of alternatives in the presence of conflicting criteria. It introduces the multicriteria ranking index based on the particular measure of ‘‘closeness’’ to the ‘‘ideal’’ solution (Opricovic, 1998).

EDAS (Evaluation based on Distance from Average Solution) method was proposed by Ghorabaee et аl. (2015). The EDAS technique can be identified from the other methods. The distances from the average solution are measured when using EDAS method. Therefore the best option is less affected by the outlying observations.

After completing this course, you will be efficiently able to process, predict, and validate any data related to hazard, vulnerability, risk, and suitability assessment using the TOPSIS, VIKOR and EDAS models.

Keywords: Excel, ArcGIS, TOPSIS, VIKOR, EDAS, Mapping, Prediction

Course Curriculum

  • 1. Introduction to Multicriteria Decision Making Model
  • 2. Literature Review
  • 3. Understanding of groundwater potentiality and stress zonation
  • 4. Image Download: DEM
  • 5. Image Download: LANDSAT 8
  • 6. Data Download: Lineament
  • 7. Data Download: Weather data
  • 8. Download: Soil map
  • 9. Download: Lithology
  • 10. Download: GWD
  • 11. Download: Geomorphology
  • 1. Download: Administrative shapefile
  • 2. Download: Basin shapefile
  • 3. Location map preparation
  • 1. Groundwater depth (GWD)
  • 2. GWD trend using MK/mMK test
  • 3. Sen’s slope of GWD
  • 4. Surface water body (WRI)
  • 5. Rainfall trend using MK/mMK test
  • 6. Sen’s slope of rainfall
  • 7. Rainfall Anomaly Index
  • 8. Long term average rainfall
  • 9. Annual rainfall
  • 10. Evapotranspiration
  • 11. Cropping Intensity
  • 12. Population density
  • 13. Elevation
  • 14. Curvature
  • 15. Slope
  • 16. Topographic Roughness Index
  • 17. Topographic Wetness Index
  • 18. Drainage density
  • 19. Land Use and Land Cover
  • 20. Human Built-up and Settlement Extent
  • 21. Man-made Impervious Surface
  • 22. Soil Map
  • 23. Lithology Map
  • 24. Geomorphology
  • 25. Lineament density
  • 26. NDVI
  • 27. NDWI
  • 28. NDBI
  • 29. Soil Moisture Index (SMI)
  • 30. Soil Wetness Index (SWI) 28. VCI
  • 1. Data extraction
  • 2. Multicollinearity analysis in SPSS
  • 3. Understanding Multicollinearity results
  • 1. Introduction to TOPSIS
  • 2. Steps Involved in TOPSIS
  • 3. TOPSIS Example 1: Groundwater potentiality using Microsoft Excel
  • 4. TOPSIS Example 2: Groundwater stress zonation using Microsoft Excel
  • 5. Model runs in ArcGIS
  • 6. Area Calculation of each class
  • 7. Export maps
  • 1. Introduction to VIKOR
  • 2. Steps Involved in VIKOR
  • 3. VIKOR Example 1: Groundwater potentiality using Microsoft Excel
  • 4. VIKOR Example 2: Groundwater stress zonation using Microsoft Excel
  • 5. Model runs in ArcGIS
  • 6. Area Calculation of each class
  • 7. Export maps
  • 1. Introduction to EDAS
  • 2. Steps Involved in EDAS
  • 3. EDAS Example 1: Groundwater potentiality using Microsoft Excel
  • 4. EDAS Example 2: Groundwater stress zonation using Microsoft Excel
  • 5. Model runs in ArcGIS
  • 6. Area Calculation of each class
  • 7. Export maps
  • 1. Data preparation for Validation
  • 2. ROC analysis in ArcGIS
  • 3. Kappa statistics
  • 4. Data visualization in Excel
  • 5. Understanding ROC and AUC results
  • 1. Preparation of Tables
  • 2. Preparation of Figures

What you'll learn?

  1. Step by step procedure from data download, handling, selection, produce prediction map to validation
  2. Comprehensive understanding of TOPSIS, VIKOR and EDAS models and their Interface with Various Decision-Making Interfaces
  3. Instructors continuous support, taking your hand step-by-step to develop high-quality prediction maps using real data
Enroll now

Benefits

During this certificate course, participants can prepare, process, predict and validate any data related to potentiality, stress, hazard, vulnerability, risk, and suitability assessment using Mann Kendall, Sen's Slope, TOPSIS, VIKOR and EDAS.

Live WhatsApp Chatting

e-Certificate will be provided

Publication support from SCOPUS Index Journal

1:1 Sessions with experts

Provide supporting resources like ppt, code, research articles

Access recorded class videos any times

Easy Payment Gateway such as Debit card, credit card, UPI etc. (international payment also acceptable)

Enroll now

Benefit of taking this course?

World Class Teachers

Get certified with our premium courses and get started on your journey to a brand new career altogether

Certifications

Get certified with our premium courses and get started on your journey to a brand new career altogether

Students Community

Get certified with our premium courses and get started on your journey to a brand new career altogether

Live session

Get certified with our premium courses and get started on your journey to a brand new career altogether

Ready to enroll Online certificate Course?

Groundwater potentiality and stress zonation using TOPSIS, VIKOR, and EDAS models in Excel and ArcGIS

For India

₹ 10,000/-

For other countries

$ 150/-

Purchase

Cooming Soon

Remote Sensing for Beginners

Become proficient in satellite remote sensing, spatial analysis principles, methods, applications, sensors, and GIS!

₹ 1000.00

$ 20.00

Cooming Soon

Excel Visualization

Master 50+ Excel charts, build advanced Excel visuals & learn data analysis with a top Excel instructor

₹ 500.00

$ 10.00

Cooming Soon

Prediction Mapping Using ML Algorithms

eXtreme Gradient Boosting, K Nearest Neighbour, Naïve Bayes, Random Forest for Prediction Geo-Hazards and Risk

₹ 10000.00

$ 200.00

Your Gateway To Success At Unimagined Levels Get Started Today