SlideShare a Scribd company logo
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Research Material
and
Methods
Dr. Arindam Sarkar
Department of Geography
Purash Kanpur Haridas Nandi College
arindam.srkr1@gmail.com
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Research Methodology
Data (Material)
Techniques (Method)
Research methodology
 Research methodology is the specific procedures to identify,
process and analysis data or information about the concern research
topic.
 Research methodology is full proof master plan to clarify the
method and process of data collection , mapping and analysis.
 Research methodology is a cumulative study of how research has
been conducted scientifically.
 There is little confusion about research method and methodology.
The method which is adopted by the researcher for fulfil research
called research method. On the other hand research methodology is
a systematic way to solving research problem.
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Nature and Character of Research Methodology
 Validity and reliability of research can be identified
through research methodology.
 Methodology is systematic as well as theoretical
analysis of the method used to conduct a research.
 Research methodology indicate how a research
would been conducted?
 Methodology can explain key research objectives.
 Most of the geographic research is associated with
qualitative and quantitative method using primary and
secondary data.
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Question about Research Methodology
 What type of data is required? Data type
 Who to collect data? Surveyor
 Whom from collect data? Respondent
 How to collect data? Data collection method
 Where to collect data? Location
 When to collect data ? Time of data collection
 How to manage or rectify data? Data management
 How to analyse data? Data analysis
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Data Collection Method
 Observational
 Experimental
 Simulation
 Derived
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Content of Research Methodology
1.Data Collection
2. Data Processing
3. Data Analysis
4. Cartographic Representation
5. Mapping
6. Modelling
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Way of Data Collection
Primary Secondary
Interview
1. Individual
2. Group
Survey
1. Online
2. Of line
Observation
1. Direct
2. Indirect
Monitoring
1. Weather station
(Tem, Rain, RH,Pressure etc.)
2. Tidal station (Tidal height)
3. Fluvial station
(Discharge , Gauge height)
Sampling
Field
Measurement
Geospatial
Statistical
Others
Raster Vector
Attribute
1. Documents 2.Records 3. Scientific article 4. Report
5. Case Study 6. Thesis or Dissertation 7. Published map 8. Sketches
9. Photograph 10. Film or Video 11. Documentary
1. Data Collection
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Field Measurement
Slope Clinometers,
Abney’s level
Elevation Altimeter,
Dumpy Level,
Auto Level,
Theodolite,
Total Station
Bearing Prismatic compass
Location GPS,
DGPS
Soil Properties Soil Ph meter
Soil moisture
meter
Hydrological Current meter
Echo sounder
Rock or surface
soil resistance
Resistance meter
Variable
Qualitative Nominal (i.e. Name)
Ordinal (i.e. Rank , order, position)
Quantitative Discreet
Continuous
Sampling
Probability sampling Non-probability sampling
1.Random
2. Systematic
3. Stratified
4. Cluster
1. Convenience
2. Purposive
Quota sampling
Judgmental
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Data processing
Editing
Coding
Laboratory experiment
Classification
Tabulation
Laboratory experiment in
Geographical science
Sedimentlogy Grain size analysis
Pedology Physical and
Chemical properties
Cartography Mapping
Geoinformatics Mapping, Modelling
SEDIMENTOLOGY LABORATORY
DEPARTMENT OF GEOGRAPHY &
EARTH SCIENCES
HARRINGTON’S SOIL TESTING
LABORATORY
2. Data Processing
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Descriptive
Uni-dimensional Bivariate Multivariate
 Measures of
Central Tendency
Measures of
Dispersion
 Measures of
Skewness and
Kurtosis
 Time series
analysis
 Index number
Composite Index
number
 One-way ANOVA
 Simple
Regression
 Simple
Correlation
 Correlation
Co-efficient
 Two-way
ANOVA
 Partial
Correlation
 Multiple
Regression
 Multi-ANOVA
 Factor
analysis
 Cluster
analysis
 Multiple
Discriminate
analysis
Statistical
Estimation of
Parameter values
Hypothesis Testing
Point estimation Parametric
Interval estimation Non-parametric
Data Analysis3. Data Analysis
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
4. Cartographic representation
Cartogram Graph
One-Dimensional Two-Dimensional Three Dimensional
1 Vertical (Bar diagram)
2. Horizontal (Bar diagram)
3. Dot
4. Pyramid
Bar diagram
Simple
Compound
Composite
Square
Rectangle
Triangles Circle
1.Simple
2. Divide circle
Or Pie diagram
Cube
Sphere
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Cartographic representation
Cartogram Graph
Bi-axial (Line graph) Tri-axial Special
4. Cartographic representation
Open Polygon
1. Climograph
2. Hythergraph
Composite
1. Polygraph
2. Band graph
1. Arithmetic
2. Semi log
3. Log log
4. Exponential
5. Linear
6. Parabolic
Multi-axial
(Star graph)
1. Circular graph
2. Vector graph
1. Dispersion
graph
2.Ergo graph
Ternary graph
Three Dimensional Surface
(3D Surface)
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
5. Mapping
Types of MAP
Thematic
1. Choropleth
2. Chorochromatic
3. Choroschematic
4. Isorithimic
5. Quantitative dot
6. Flow map
7. Diagrammatic map
8. Map showing Cartograms
9. Landform representative
10.Animated
Weather map Topographic map Geological map
1.Pre-monsoon
2. Monsoon
3.Post-monsoon
According to
Structure
According to age of
deposition
1. Horizontal
2. Uniclinal
3. Folded
4. Faulted
1. Single series map
2. Double series map
3. Triple series map
4. Multiple series map
1. Contour map
2. BPD
3. Drainage map
4. Block diagram
5. Vegetation map
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
5. Mapping
Quantitative mapping
 Residual mapping
 Z-Score map
 Location Quotient
 Lorenz curve
 Ginne Co-efficient
 Mean Centre of population
 Accessibility map
 Population potential
 Population projection
 Crop combination analysis
 Nearest Neighbour Analysis
Raster mapping
Mapping from
Earth Resource
Observation
Satellite data
 LULC
 Band rationing
(NDVI, NDWI,
LST, VI)
Mapping from
Elevation data
 DEM
 Morphometric
analysis
Vector mapping
Simple
 Location
 Line
 Area
Network map
 Road
 Railway
 Pipe line
 Electricity
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
6. Modelling
General model
 Ground water modelling
 Geological modelling
 Geomorphological modelling
 Geotectonic modelling
 Urban modelling
 SWATH Analysis
Hazard model
 Flood modelling
 Soil erosion modelling
 Land slide risk zonation modelling
 Forest fire risk zonation modelling
 Tsunami Vulnerability modelling
 Earthquake modelling
 Disaster risk reduction model
 RUSLE
 Desertification modelling
Flow model Digital Surface Model
(DSM)
Tectonic Control Modelling
 SL Index Structural Control Modelling
 SPI , TWI
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com
Dr. Arindam Sarkar , Department of Geography
Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/
Email ID: arindam.srkr1@gmail.com

More Related Content

What's hot

GEOGRAPHIC SKILLS: CHOROPLETH MAPS
GEOGRAPHIC SKILLS: CHOROPLETH MAPSGEOGRAPHIC SKILLS: CHOROPLETH MAPS
GEOGRAPHIC SKILLS: CHOROPLETH MAPS
George Dumitrache
 
Spatial data analysis
Spatial data analysisSpatial data analysis
Spatial data analysis
Johan Blomme
 
History of cartography
History of cartographyHistory of cartography
Data Analysis & Data Processing in Research Methodology
Data Analysis & Data Processing in Research MethodologyData Analysis & Data Processing in Research Methodology
Data Analysis & Data Processing in Research Methodology
Dr. Sasidharan Murugan
 
9. Soil science.pptx
9. Soil science.pptx9. Soil science.pptx
9. Soil science.pptx
AsnainAamir
 
Raster data and Vector data
Raster data and Vector dataRaster data and Vector data
Raster data and Vector data
Reham Maher El-Safarini
 
GIS Data Types
GIS Data TypesGIS Data Types
GIS Data Types
John Reiser
 
GIS data analysis
GIS data analysisGIS data analysis
GIS data analysis
Arindam Sarkar
 
Introduction to Research
Introduction to ResearchIntroduction to Research
Introduction to Research
Dr-Dipali Meher
 
Spatial data for GIS
Spatial data for GISSpatial data for GIS
Spatial data for GIS
Al Nahian Avro
 
Basics of Remote Sensing
Basics of Remote SensingBasics of Remote Sensing
Basics of Remote Sensing
Akash Tikhe
 
GIS Application in Water Resource Management by Engr. Ehtisham Habib
GIS Application in Water Resource Management by Engr. Ehtisham HabibGIS Application in Water Resource Management by Engr. Ehtisham Habib
GIS Application in Water Resource Management by Engr. Ehtisham Habib
Ehtisham Habib
 
RESEARCH PROPOSAL
RESEARCH PROPOSALRESEARCH PROPOSAL
RESEARCH PROPOSAL
jimcyjose
 
Using GIS for Water Resources Management – Selected U.S. and International Ap...
Using GIS for Water Resources Management – Selected U.S. and International Ap...Using GIS for Water Resources Management – Selected U.S. and International Ap...
Using GIS for Water Resources Management – Selected U.S. and International Ap...
Michael Baker Jr., Inc.
 
Cartography
CartographyCartography
Cartography
Pramoda Raj
 
Research process
Research process Research process
Research process
Venkatesh Ganapathy
 
Survey Resaerch
Survey ResaerchSurvey Resaerch
Survey Resaerch
Tehreem Ansari
 
Use of remote sensing for land cover monitoring servir science applications
Use of remote sensing for land cover monitoring servir science applicationsUse of remote sensing for land cover monitoring servir science applications
Use of remote sensing for land cover monitoring servir science applications
Kabir Uddin
 
Qualitative Research Methodology - Ethnography
Qualitative Research Methodology - EthnographyQualitative Research Methodology - Ethnography
Qualitative Research Methodology - Ethnography
Bryll Edison Par
 
Definition, nature and scope of population geography
Definition, nature and scope of population geographyDefinition, nature and scope of population geography
Definition, nature and scope of population geography
Banaras Hindu University, Varanasi
 

What's hot (20)

GEOGRAPHIC SKILLS: CHOROPLETH MAPS
GEOGRAPHIC SKILLS: CHOROPLETH MAPSGEOGRAPHIC SKILLS: CHOROPLETH MAPS
GEOGRAPHIC SKILLS: CHOROPLETH MAPS
 
Spatial data analysis
Spatial data analysisSpatial data analysis
Spatial data analysis
 
History of cartography
History of cartographyHistory of cartography
History of cartography
 
Data Analysis & Data Processing in Research Methodology
Data Analysis & Data Processing in Research MethodologyData Analysis & Data Processing in Research Methodology
Data Analysis & Data Processing in Research Methodology
 
9. Soil science.pptx
9. Soil science.pptx9. Soil science.pptx
9. Soil science.pptx
 
Raster data and Vector data
Raster data and Vector dataRaster data and Vector data
Raster data and Vector data
 
GIS Data Types
GIS Data TypesGIS Data Types
GIS Data Types
 
GIS data analysis
GIS data analysisGIS data analysis
GIS data analysis
 
Introduction to Research
Introduction to ResearchIntroduction to Research
Introduction to Research
 
Spatial data for GIS
Spatial data for GISSpatial data for GIS
Spatial data for GIS
 
Basics of Remote Sensing
Basics of Remote SensingBasics of Remote Sensing
Basics of Remote Sensing
 
GIS Application in Water Resource Management by Engr. Ehtisham Habib
GIS Application in Water Resource Management by Engr. Ehtisham HabibGIS Application in Water Resource Management by Engr. Ehtisham Habib
GIS Application in Water Resource Management by Engr. Ehtisham Habib
 
RESEARCH PROPOSAL
RESEARCH PROPOSALRESEARCH PROPOSAL
RESEARCH PROPOSAL
 
Using GIS for Water Resources Management – Selected U.S. and International Ap...
Using GIS for Water Resources Management – Selected U.S. and International Ap...Using GIS for Water Resources Management – Selected U.S. and International Ap...
Using GIS for Water Resources Management – Selected U.S. and International Ap...
 
Cartography
CartographyCartography
Cartography
 
Research process
Research process Research process
Research process
 
Survey Resaerch
Survey ResaerchSurvey Resaerch
Survey Resaerch
 
Use of remote sensing for land cover monitoring servir science applications
Use of remote sensing for land cover monitoring servir science applicationsUse of remote sensing for land cover monitoring servir science applications
Use of remote sensing for land cover monitoring servir science applications
 
Qualitative Research Methodology - Ethnography
Qualitative Research Methodology - EthnographyQualitative Research Methodology - Ethnography
Qualitative Research Methodology - Ethnography
 
Definition, nature and scope of population geography
Definition, nature and scope of population geographyDefinition, nature and scope of population geography
Definition, nature and scope of population geography
 

Similar to Research material and method

Ternary diagram
Ternary diagramTernary diagram
Ternary diagram
Arindam Sarkar
 
Geo spatial data mining
Geo spatial data miningGeo spatial data mining
Geo spatial data mining
Arindam Sarkar
 
Research objectives
Research objectivesResearch objectives
Research objectives
Arindam Sarkar
 
Residual mapping
Residual mappingResidual mapping
Residual mapping
Arindam Sarkar
 
Geostatictics for soil nutrient mapping
Geostatictics for soil nutrient mappingGeostatictics for soil nutrient mapping
Geostatictics for soil nutrient mapping
Nirmal Kumar
 
Newproject
NewprojectNewproject
Newproject
guest9059a3
 
FINAL_28_farhang
FINAL_28_farhangFINAL_28_farhang
FINAL_28_farhang
Zinat Farhang
 
Pirarucu mars moons prospector
Pirarucu mars moons prospectorPirarucu mars moons prospector
Pirarucu mars moons prospector
Lunar Workshops
 

Similar to Research material and method (8)

Ternary diagram
Ternary diagramTernary diagram
Ternary diagram
 
Geo spatial data mining
Geo spatial data miningGeo spatial data mining
Geo spatial data mining
 
Research objectives
Research objectivesResearch objectives
Research objectives
 
Residual mapping
Residual mappingResidual mapping
Residual mapping
 
Geostatictics for soil nutrient mapping
Geostatictics for soil nutrient mappingGeostatictics for soil nutrient mapping
Geostatictics for soil nutrient mapping
 
Newproject
NewprojectNewproject
Newproject
 
FINAL_28_farhang
FINAL_28_farhangFINAL_28_farhang
FINAL_28_farhang
 
Pirarucu mars moons prospector
Pirarucu mars moons prospectorPirarucu mars moons prospector
Pirarucu mars moons prospector
 

Recently uploaded

Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
MJDuyan
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
imrankhan141184
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
deepaannamalai16
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
RidwanHassanYusuf
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
siemaillard
 
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxBeyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
EduSkills OECD
 
Bonku-Babus-Friend by Sathyajith Ray (9)
Bonku-Babus-Friend by Sathyajith Ray  (9)Bonku-Babus-Friend by Sathyajith Ray  (9)
Bonku-Babus-Friend by Sathyajith Ray (9)
nitinpv4ai
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
سمير بسيوني
 
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptxPengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Fajar Baskoro
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
Nguyen Thanh Tu Collection
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Henry Hollis
 
math operations ued in python and all used
math operations ued in python and all usedmath operations ued in python and all used
math operations ued in python and all used
ssuser13ffe4
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Vivekanand Anglo Vedic Academy
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
danielkiash986
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
Katrina Pritchard
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
TechSoup
 
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem studentsRHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
Himanshu Rai
 
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
National Information Standards Organization (NISO)
 
Stack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 MicroprocessorStack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 Microprocessor
JomonJoseph58
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
Nicholas Montgomery
 

Recently uploaded (20)

Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
 
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxBeyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptx
 
Bonku-Babus-Friend by Sathyajith Ray (9)
Bonku-Babus-Friend by Sathyajith Ray  (9)Bonku-Babus-Friend by Sathyajith Ray  (9)
Bonku-Babus-Friend by Sathyajith Ray (9)
 
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdfمصحف القراءات العشر   أعد أحرف الخلاف سمير بسيوني.pdf
مصحف القراءات العشر أعد أحرف الخلاف سمير بسيوني.pdf
 
Pengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptxPengantar Penggunaan Flutter - Dart programming language1.pptx
Pengantar Penggunaan Flutter - Dart programming language1.pptx
 
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
 
math operations ued in python and all used
math operations ued in python and all usedmath operations ued in python and all used
math operations ued in python and all used
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
 
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem studentsRHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
RHEOLOGY Physical pharmaceutics-II notes for B.pharm 4th sem students
 
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
 
Stack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 MicroprocessorStack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 Microprocessor
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
 

Research material and method

  • 1. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Research Material and Methods Dr. Arindam Sarkar Department of Geography Purash Kanpur Haridas Nandi College arindam.srkr1@gmail.com
  • 2. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Research Methodology Data (Material) Techniques (Method) Research methodology  Research methodology is the specific procedures to identify, process and analysis data or information about the concern research topic.  Research methodology is full proof master plan to clarify the method and process of data collection , mapping and analysis.  Research methodology is a cumulative study of how research has been conducted scientifically.  There is little confusion about research method and methodology. The method which is adopted by the researcher for fulfil research called research method. On the other hand research methodology is a systematic way to solving research problem.
  • 3. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Nature and Character of Research Methodology  Validity and reliability of research can be identified through research methodology.  Methodology is systematic as well as theoretical analysis of the method used to conduct a research.  Research methodology indicate how a research would been conducted?  Methodology can explain key research objectives.  Most of the geographic research is associated with qualitative and quantitative method using primary and secondary data.
  • 4. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Question about Research Methodology  What type of data is required? Data type  Who to collect data? Surveyor  Whom from collect data? Respondent  How to collect data? Data collection method  Where to collect data? Location  When to collect data ? Time of data collection  How to manage or rectify data? Data management  How to analyse data? Data analysis
  • 5. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Data Collection Method  Observational  Experimental  Simulation  Derived
  • 6. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Content of Research Methodology 1.Data Collection 2. Data Processing 3. Data Analysis 4. Cartographic Representation 5. Mapping 6. Modelling
  • 7. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Way of Data Collection Primary Secondary Interview 1. Individual 2. Group Survey 1. Online 2. Of line Observation 1. Direct 2. Indirect Monitoring 1. Weather station (Tem, Rain, RH,Pressure etc.) 2. Tidal station (Tidal height) 3. Fluvial station (Discharge , Gauge height) Sampling Field Measurement Geospatial Statistical Others Raster Vector Attribute 1. Documents 2.Records 3. Scientific article 4. Report 5. Case Study 6. Thesis or Dissertation 7. Published map 8. Sketches 9. Photograph 10. Film or Video 11. Documentary 1. Data Collection
  • 8. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Field Measurement Slope Clinometers, Abney’s level Elevation Altimeter, Dumpy Level, Auto Level, Theodolite, Total Station Bearing Prismatic compass Location GPS, DGPS Soil Properties Soil Ph meter Soil moisture meter Hydrological Current meter Echo sounder Rock or surface soil resistance Resistance meter Variable Qualitative Nominal (i.e. Name) Ordinal (i.e. Rank , order, position) Quantitative Discreet Continuous Sampling Probability sampling Non-probability sampling 1.Random 2. Systematic 3. Stratified 4. Cluster 1. Convenience 2. Purposive Quota sampling Judgmental
  • 9. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Data processing Editing Coding Laboratory experiment Classification Tabulation Laboratory experiment in Geographical science Sedimentlogy Grain size analysis Pedology Physical and Chemical properties Cartography Mapping Geoinformatics Mapping, Modelling SEDIMENTOLOGY LABORATORY DEPARTMENT OF GEOGRAPHY & EARTH SCIENCES HARRINGTON’S SOIL TESTING LABORATORY 2. Data Processing
  • 10. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Descriptive Uni-dimensional Bivariate Multivariate  Measures of Central Tendency Measures of Dispersion  Measures of Skewness and Kurtosis  Time series analysis  Index number Composite Index number  One-way ANOVA  Simple Regression  Simple Correlation  Correlation Co-efficient  Two-way ANOVA  Partial Correlation  Multiple Regression  Multi-ANOVA  Factor analysis  Cluster analysis  Multiple Discriminate analysis Statistical Estimation of Parameter values Hypothesis Testing Point estimation Parametric Interval estimation Non-parametric Data Analysis3. Data Analysis
  • 11. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com 4. Cartographic representation Cartogram Graph One-Dimensional Two-Dimensional Three Dimensional 1 Vertical (Bar diagram) 2. Horizontal (Bar diagram) 3. Dot 4. Pyramid Bar diagram Simple Compound Composite Square Rectangle Triangles Circle 1.Simple 2. Divide circle Or Pie diagram Cube Sphere
  • 12. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com Cartographic representation Cartogram Graph Bi-axial (Line graph) Tri-axial Special 4. Cartographic representation Open Polygon 1. Climograph 2. Hythergraph Composite 1. Polygraph 2. Band graph 1. Arithmetic 2. Semi log 3. Log log 4. Exponential 5. Linear 6. Parabolic Multi-axial (Star graph) 1. Circular graph 2. Vector graph 1. Dispersion graph 2.Ergo graph Ternary graph Three Dimensional Surface (3D Surface)
  • 13. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com 5. Mapping Types of MAP Thematic 1. Choropleth 2. Chorochromatic 3. Choroschematic 4. Isorithimic 5. Quantitative dot 6. Flow map 7. Diagrammatic map 8. Map showing Cartograms 9. Landform representative 10.Animated Weather map Topographic map Geological map 1.Pre-monsoon 2. Monsoon 3.Post-monsoon According to Structure According to age of deposition 1. Horizontal 2. Uniclinal 3. Folded 4. Faulted 1. Single series map 2. Double series map 3. Triple series map 4. Multiple series map 1. Contour map 2. BPD 3. Drainage map 4. Block diagram 5. Vegetation map
  • 14. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com 5. Mapping Quantitative mapping  Residual mapping  Z-Score map  Location Quotient  Lorenz curve  Ginne Co-efficient  Mean Centre of population  Accessibility map  Population potential  Population projection  Crop combination analysis  Nearest Neighbour Analysis Raster mapping Mapping from Earth Resource Observation Satellite data  LULC  Band rationing (NDVI, NDWI, LST, VI) Mapping from Elevation data  DEM  Morphometric analysis Vector mapping Simple  Location  Line  Area Network map  Road  Railway  Pipe line  Electricity
  • 15. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com 6. Modelling General model  Ground water modelling  Geological modelling  Geomorphological modelling  Geotectonic modelling  Urban modelling  SWATH Analysis Hazard model  Flood modelling  Soil erosion modelling  Land slide risk zonation modelling  Forest fire risk zonation modelling  Tsunami Vulnerability modelling  Earthquake modelling  Disaster risk reduction model  RUSLE  Desertification modelling Flow model Digital Surface Model (DSM) Tectonic Control Modelling  SL Index Structural Control Modelling  SPI , TWI
  • 16. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com
  • 17. Dr. Arindam Sarkar , Department of Geography Purash Kanpur Haridas Nandi College Website: https://pkhnm.ac.in/ Email ID: arindam.srkr1@gmail.com