Spatial-Temporal Analysis of LU/LC Classification in Nirmal Mandal, Adilabad, Telangana State, India, by Using Remote Sensing and GIS — Oak Academic Publishing
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Spatial-Temporal Analysis of LU/LC Classification in Nirmal Mandal, Adilabad, Telangana State, India, by Using Remote Sensing and GIS
Sri Venkateswara University, Tirupati, India
,
Sri Venkateswara University, Tirupati, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
,
St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
1 Sri Venkateswara University, Tirupati, India
2 Sri Venkateswara University, Tirupati, India
3 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
4 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
5 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
6 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
7 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
8 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
9 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
10 St. Martin’s Engineering College, Civil Engineering Department, Secunderabad, India
In this project, we studied land use and land cover classification of Nirmal Mandal, Adilabad district, Telenagna state by using Geographical Information system and Remote sensing techniques. LISS-IV satellite image resolution 5 m × 5 m provides quality information for identification of Land use/Land cover characteristics. The image accuracy shows 45.70% of Agricultural land, 9.10% Built-up land, Forest area is 7.90%, Barren land have 7.60% and Uncultivated land occupied 29.70%. National land use and land cover mapping report based on 5 divisions classified in the study area. The area land use and land cover classification provide reliable data to understand land, water, soil, forests, urban sprawl. This socio economic survey significantly shows the changes that so far have taken place. This will help the people/farmers for the future land use and land cover change detection. Regular monitoring of agriculture, forest and greening efforts for plantation at suitable area, schemes and limitations. Free ware browsing of land cover gives sufficient development to plenty resource.
KeywordsNirmal MandalGISLU/LC Classification
Johnson, A., Truax, D.D., O’Hara, C.G. and Cartwright, J. (2000) Remote Sensing, GIS and Land Use and Land Cover Mapping along the 1-10 Corridor. Engineering Research Center, Mississippi State, MS. http://www.isprs.org/proceedings/XXXIV/part1/paper/00085.pdf
Singh, V. and Dubey, A. (2012) Land Use Mapping Using Remote Sensing & GIS Techniques in Naina-Gorma Basin, Part of Rewa District, M.P., India. International Journal of Emerging Technology and Advanced Engineering, 2, 151-156.
Reddy, K.Y., Murali Krishna, K.V.S.G. and Reddy, S.I. (2016) Remote Sensing and GIS Based Topograghicial Mapping For Environmental Management Study. International Journal of Applied Engineering Research, 11, 1325-1334.
Zubair, A.O. (2006) Change Detection in Land Use and Land Cover Using Remote Sensing Data and GIS (A Case Study of Ilorin and Its Environs in Kwara State.) Master’s Thesis, University of Ibadan, Ibadan.
Prathap, S. and Reddy, S. (2015) On Spatio-Temporal Analysis of Pulivendula Mandal, Andhra Pradesh, India using Remote Sensing and GIS. International Journal of Research in Engineering and Applied Sciences, 5, 133-143.
Sridhar, B., Srinivas, E., and Sakram, G. (2016) On Remote Sensing and GIS for Mapping and Monitoring Land Use/Land Cover in and around Hazira Coastal Area, Gujarat, India. International Journal of Applied Research, 2, 220-222.
Tata Babu, Ch., Padma, G.V. and Prof. Suneetha, P. (2014) Geoinformatics for Spatio-Temporal Analysis of Land Use Dynamics in Bobbili Mandal, Vizianagaram District, Andhra Pradesh. International Journal of Engineering Sciences & Research Technology, 3, 401-408.
Thenkabail, P.S., Gangadhara Rao, P., Biggs, T.W., Krishna, M. and Turral, H. (2007) The Spectral Matching Techniques to Determine Historical Land-Use/Land-Cover (LULC) and Irrigated Areas Using Time-Series 0.1-Degree AVHRR Pathfinder Datasets. American Society for Photogrammetry and Remote Sensing, 23, 1029-1040.
Babykalpana, Y. and Dr. ThanushKodi, K. (2010) On Supervised/Unsupervised Classification of LULC Using Remotely Sensed Data for Coimbatore City, India. International Journal of Computer Applications, 2, 26-30. https://doi.org/10.5120/679-956
Areendran, G., Prakash, R., Krishna, R., Sraboni, M. and Kanchan, P. (2012) Land Use/Land Cover Change Dynamics Analysis in Mining Areas of Singrauli District in Madhya Pradesh, India. International Society for Tropical Ecology, 54, 239-250.
Ashraf, D.M. and Yasushi, Y. (2009) Using Remote Sensing and GIS to Detect and Monitor Land Use and Land Cover Change in Dhaka Metropolitan of Bangladesh during 1960-2005. Environmental Monitoring and Assessment, 150, 237-249.
Andrew, W.D., Anette, R. and Christian, T. (2003) Historical Footprints in Contemporary Landuse Systems: Forest Cover Changes in Savannah Woodlands in the Sudano-Sahelian Zone. Global Environmental Change, 13, 235-254.
Amol, V.D. and Bharti, G.W. (2013) Analysis and Modeling of Agricultural Land Use using Remote Sensing and Geographic Information System. International Journal of Engineering Research and Applications, 3, 81-91.
Anil, N.C., Jai Sankar, G., Jagannadha, R.M., Prasad, I.V.R.K.V. and Sailaja, U. (2011) Land Use/Land Cover and Change Detection from Parts of South West Godavari District. The Journal of Indian Geophysical Union, 15, 187-194.
Appala, R.N., Harikrishna, K., Suneetha, P. and Sachi, S.D. (2013) Land Use/Land Cover Analysis through Remote Sensing and GIS Techniques: A Case Study of Vizianagaram District, Andhra Pradesh, India. International Journal of Emerging Technology and Advanced Engineering, 3, 274-281.
Sarma, V.V.L.N., Murali Krishna, G., Hema Malini, B. and Nageswara, R.K. (2001) Landuse/Landcover Change Detection through Remote Sensing and Its Climatic Implications in the Godavari Delta Region, Indian Society of Remote Sensing. Journal of the Indian Society of Remote Sensing, 29, No. 1&2.
Selvam, S. (2012) Use of Remote Sensing and GIS Techniques for Land Use and Land Cover Mapping of Tuticorin Coast, Tamilnadu. Universal Journal of Environmental Research and Technology, 2, 233-241.
Petit, C., Scudder, T. and Lambin, E. (2000) Quantifying Processes of Land-Cover Change by Remote Sensing: Resettlement and Rapid Land-Cover Changes in South-Eastern Zambia. International Journal of Remote Sensing, 22, 3435-3456.
Mallupattu, P.K., Reddy, J. and Sreenivasula, R. (2013) Analysis of Land Use/Land Cover Changes using Remote Sensing Data and GIS at an Urban Area, Tirupati, India. The Scientific World Journal, 2013, Article ID: 268623.
Padma Kumari, K. and Srinivas, K. (2015) Change Detection Matrix Analysis of Landuse/Landcover Mapping of 11 Mandals using Remote Sensing and Geograpical Information Systems in Costal Part of East Godavari District, Andhra Pradesh, India. University of Delhi, 266-274.
Pandian, Rajagopal, Sakthivel and Amrutha, D. (2014) Land Use and Land Cover Change Detection using Remote Sensing and GIS in Parts of Coimbatore and Tiruppur Districts, Tamil Nadu, India. International Journal of Remote Sensing & Geoscience, 3, 15-20.
Ghosh, S., Sen, K.K., Rana, U., Rao, K.S. and Saxena, K.G. (1996) Application of GIS for Land-Use/Land-Cover Change Analysis in a Mountainous Terrain. Journal of the Indian Society of Remote Sensing, 24, No. 3.
Karanam, H., Nadipena, A.R., Velaga, V.R., Gummapu, J. and Edara, A. (2013) Land Use/Land Cover Patters in an around Kolleru Lake, Andhra Pradesh, India using Remote Sensing and GIS Techniques. International Journal of Remote Sensing & Geoscience, 2, 1-7.
Faleh Mahmood, H. and Ali, A.N. (2013) Using Remote Sensing Techniques to Assess Land Use/Land Cover Change in Laylan Sub-District, Kirkuk Province, Iraq. Iraqi Journal of Science, 55, 845-851.
Al-Razzaq Abd, H.A. and Alnajjar, H.A. (2013) Maximum Likelihood for Land-Use/Land-Cover Mapping and Change Detection using Landsat Satellite Images: A Case Study “South of Johor”. International Journal of Computational Engineering Research, 3, 26-33.
Keshava Kiran Kumar, P.L., Raghu Babu, K. and Siva Kumar Reddy, P. (2017) Mapping of Landuse Landcover using Remote Sensing and GIS Techniques; A Case Study in Pullampeta Mandal, Y.S.R District, Andhra Pradesh, India. Imperial Journal of Interdisciplinary Research, 3, 2429-2433.
Khadri, S. and Moharir, K. (2016) Land Use/Cover Disturbance Due to Increase in Urbanization Man River Basin of Akola Buldhana Districts, Maharashtra India. International Journal of Advanced Computer Technology, 5.
Kumar Joshi, P.K., Roy, P.S., Singh, S., Agrawal, S. and Yadav, D. (2006) Vegetation Cover Mapping in India using Multi-Temporal IRS Wide Field Sensor (WiFS) Data. Remote Sensing of Environment, 103, 190-202.
Manonmani, R. and Mary, D.S.G. (2010) Remote Sensing and GIS Application in Change Detection Study in Urban Zone using Multi Temporal Satellite. International Journal of Geomatics and Geosciences, 1, 60-65.
Minakshi, R., Chaurasia, P. and Sharma, K. (1999) Landuse/Land Cover Mapping and Change Detection using Satellite Data—A Case Study of Dehlon Block, District Ludhiana, Punjab. Indian Society Remote Sensing, 27, 115.
Nagarajan, N. and Poongothai, S. (2011) Identification of Land Use and Land Cover Changes using Remote Sensing and GIS. International Journal of Engineering and Technology, 3, 570-576.
Naresh Kumar, D., Nune Sandeep, S. and Jyothi, T.M. (2017) Significant Changes on Land Use/Land Cover by using Remote Sensing and GIS Analysis-Review. International Journal of Engineering Science and Computing, 7, 5433-5435.
Rahman, A., Kumar, S., Fazal, S. and Siddiqui, M.A. (2011) Assessment of Land Use/Land Cover Change in the North-West District of Delhi using Remote Sensing and GIS Techniques. Journal of the Indian Society of Remote Sensing.
Nayana Ratnaparkhi, S. and Bharti Gawali, W. (2015) Classification of Land Use and Land Cover using Remotely Sensed Data for Parbhani City, Maharashtra, India. International Journal of Science and Research, 4, 269-272.
Omo-Irabor, O.O. and Oduyemi, K. (2002) A Hybrid Image Classification Approach for the Systematic Analysis of Landcover Changes in the Niger Delta Region. University of Abertay, Bell Street.