Abstract
Continual, historical, and accurate information about the land use/land cover (LULC) changes of the earth’s surface is extremely important for sustainable management of natural resources. In this study, historical topographic sheets, IRS P6 LISS-III, and LANDSAT TM images were used to provide recent and historical LULC conditions of the Eastern Ghats Highlands of east India. The supervised classification results were further improved by employing image enhancement and visual interpretation. Ratio Vegetation Index with fuzzy-based possibilistic c-means classification approach has improved the classification accuracy of the shifting cultivated area. Post-classification comparisons of the classified images indicated that the major change consisted of barren land and forestland changing into agricultural land and scrubland. Between 1931 and 2008, forest cover was decreased from 52.7% to 29.6% of total area. There was an increase in the scrub area from 874 (10.4%) to 1269 km2 (15.2%), and agricultural land from 978 (11.7%) to 2864 km2 (34.2%) during the same period. The rate of deforestation was found to be 0.65 km2 per year for reserve forest and 24.50 km2 per year for mixed forest. The shifting cultivated area in the district was 308.7 km2 during 2004, and that has been reduced since then and now is stabilized to 186.4 km2 area. Among this 186.4 km2 area, nearly half is covered by abandoned shifting cultivation. The decadal rate of decrease of shifting cultivated area is 0.15% per year. The shifting cultivated areas were mainly distributed at elevations 580–810 and 810–907 m and slopes 20–30 and 30–40%. Southeast and south facing slopes were preferred for shifting cultivation. Based on the identified causes of the change in shifting cultivation, policy recommendations for their better management were made.
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Adhikary, P. P., Hombegowda, H. C., Barman, D., & Madhu, M. (2018). Soil and onsite nutrient conservation potential of aromatic grasses at field scale under ashifting cultivated, degraded catchment in Eastern Ghats, India. International Journal of Sediment Research, 33(3), 340–350.
Adhikary, P. P., Hombegowda, H. C., Barman, D., Jakhar, P., & Madhu, M. (2017). Soil erosion control and carbon sequestration in shifting cultivated degraded highlands of eastern India: Performance of two contour hedgerow systems. Agroforestry Systems, 91(4), 757–771.
Adhikary, P. P., Madhu, M., Dash, C. J., Sahoo, D. C., Jakhar, P., Naik, B. S., Hombegowda, H. C., Naik, G. B., & Dash, B. (2015). Prioritization of traditional tribal field crops based on RWUE in Koraput district of Odisha. Indian Journal of Traditional Knowledge, 14(1), 88–95.
Batisani, N., & Yarnal, B. (2009). Urban expansion in Centre County, Pennsylvania: Spatial dynamics and landscape transformations. Applied Geography, 29(2), 235–249.
Bera, A., & Namasudra, P. (2016). Impact of shifting cultivation on the environmental changes in Gumti River Basin, Tripura. International Journal of Recent Scientific Research, 7, 11771–11774.
Birth, G. S., & McVey, G. R. (1968). Measuring the colour of growing turf with a reflectance spectrophotometer. Agronomy Journal, 60, 640–643.
Campbell, J. (2002). Introduction to Remote Sensing, CORINE Land Cover Technical Guide (pp. 21–53). Luxemburg: European Commission.
Census. (2011). Census of India. New Delhi: Government of India.
Dash, C. J., Adhikary, P. P., Madhu, M., Mukhopadhyay, S. K., Singh, S. K., & Mishra, P. K. (2018). Assessment of spatial changes in forest cover and deforestation rate in Eastern Ghats Highlands of Odisha, India. Journal of Environmental Biology, 39(2), 196–203.
Duraisamy, V., Bendapudi, R., & Jadhav, A. (2018). Identifying hotspots in land use land cover change and the drivers in a semi-arid region of India. Environmental Monitoring and Assessment, 190(535), 535. https://doi.org/10.1007/s10661-018-6919-5.
ERDAS. (2008). ERDAS imagine professional: Tour Guides. Norcross: Leica Geosystems Geospatial Imaging, LLC.
Foody, G. (2002). Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80(1), 185–201.
Gao, J., & Liu, Y. (2010). Determination of land degradation causes in Tongyu County, Northeast China via land cover change detection. International Journal of Applied Earth Observation and Geoinformation, 12(1), 9–16.
Grogan, P., Lalnunmawia, F., & Tripathi, S. K. (2012). Shifting cultivation in steeply sloped regions: A review of management options and research priorities for Mizoram state, Northeast India. Agroforestry Systems, 84, 163–177.
Harikrishna, P., Saranya, K. R. L., Reddy, C. S., Jha, C. S., & Dadhwal, V. K. (2014). Assessment and monitoring of deforestation from 1930’s to 2011 in Andhra Pradesh, India using remote sensing and collateral data. Current Science, 107, 867–875.
Jakhar, P., Adhikary, P. P., Naik, B. S., & Madhu, M. (2015). Finger millet (Eleusine coracana) - groundnut (Arachis hypogaea) strip cropping for enhanced productivity and resource conservation in uplands of eastern Ghats of Odisha. Indian Journal of Agronomy, 60(3), 365–371.
Jakhar, P., Dass, A., Adhikary, P. P., Sudhishri, S., Naik, B. S., Hombe Gowda, H. C., Madhu, M., Lenka, N. K., Chaudhary, P. R., & Panda, R. K. (2017). Multitier agroforestry system for integrated resource conservation on uplands of Eastern Ghats region in India. Agroforestry Systems, 91(4), 697–712.
Jha, C. S., Dutt, C. B. S., & Bawa, K. S. (2000). Deforestation and land use changes in Western Ghats, India. Current Science, 79, 231–238.
Krishnapuram, R., & Keller, J. M. (1993). A possibilistic approach to clustering. IEEE Transactions on Fuzzy Systems, 1, 98–110.
Lu, D., Mausel, P., Brondizio, E., & Moran, E. (2004). Change detection techniques. International Journal of Remote Sensing, 25(12), 2365–2407.
M’mboroki, K. G., Wandiga, S., & Oriaso, S. O. (2018). Climate change impacts detection in dry forested ecosystem as indicated by vegetation cover change in - Laikipia, of Kenya. Environmental Monitoring and Assessment, 190(255), 255. https://doi.org/10.1007/s10661-018-6630-6.
Madhu, M., Naik, B. S., Jakhar, P., Hombegowda, H. C., Adhikary, P. P., Gore, K. P., Barman, D., & Naik, G. B. (2016). Comprehensive impact assessment of resource conservation measures in watershed of eastern region of India. Journal of Environmental Biology, 37, 391–398.
Nagendra, H., Pareeth, S., & Ghate, R. (2006). People within parks-forest villages, land-cover change and landscape fragmentation in the Tadoba Andhari Tiger Reserve, India. Applied Geography, 26(2), 96–112.
Naik, B. S., Paul, J. C., Panigrahi, B., & Sahoo, B. C. (2015). Soil erosion assessment from farming lands of Eastern Ghat region of Odisha. Indian Journal of Soil Conservation, 43(1), 33–37.
NBSSLUP. (2005). Soil series of Orissa. Technical bulletin No-119. Nagpur: National Bureau of soil survey and Landuse planning.
Nongkynrih, J. M., Pohshna, C., & Sarma, K. K. (2018). Dynamics of shifting cultivation in relation to slope and elevation in parts of Nagaland, India. Current Science, 114(5), 1094–1099.
Panigrahy, R. K., Kale, M. P., Dutta, U., Mishra, A., Banerjee, B., & Singh, S. (2010). Forest cover change detection of Western Ghats of Maharashtra using satellite remote sensing based visual interpretation technique. Current Science, 98, 657–664.
Pattanaik, C., Reddy, C. S., & Reddy, P. M. (2011). Assessment of spatial and temporal dynamics of forest cover in Malkangiri district of Orissa, India. Journal of Geographical Sciences, 21, 176–192.
Rao, G. V., Kumar, A., Kumar, A. S., & Shashi, M. (2018). Spatio-temporal monitoring of shifting cultivation using landsat images: Soft classification approach. Journal of the Indian Society of Remote Sensing, 46, 1047–1052. https://doi.org/10.1007/s12524-018-0770-6.
Raut, S., Sen, S. K., Satpathy, S., & Pattnaik, D. (2012). An ethno-botanical survey of medicinal plants in Semiliguda of Koraput District, Odisha, India. Botany Research International, 5, 97–107.
Reddy, C. S., Jha, C. S., & Dadhwal, V. K. (2013). Assessment and monitoring of long- term forest cover changes in Odisha, India using remote sensing and GIS. Environmental Monitoring and Assessment, 185, 4399–4415.
Reddy, C. S., Prachi, U., Shilpa, B., Giriraj, A., & Sudhakar, S. (2010). Assessment of fragmentation and disturbance patterns in Eastern Ghats: A case study in R.V. Nagar Range, Visakhapatnam district, Andhra Pradesh, India. Journal of the Indian Society of Remote Sensing, 38, 632–639.
Reddy, C. S., Rao, P. R. M., Pattanaik, C., & Joshi, P. K. (2009). Assessment of large-scale deforestation in Nawarangpur district, Orissa, India: A remote sensing based study. Environmental Monitoring and Assessment, 154, 325–335.
Shalaby, A., & Tateishi, R. (2007). Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the northwestern coastal zone of Egypt. Applied Geography, 27(1), 28–41.
Singh, A. (1989). Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing, 10(6), 989–1003.
Yang, X., & Lo, C. (2002). Using a time series of satellite imagery to detect land use and land cover changes in the Atlanta, Georgia metropolitan area. International Journal of Remote Sensing, 23(9), 1775–1798.
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Adhikary, P.P., Barman, D., Madhu, M. et al. Land use and land cover dynamics with special emphasis on shifting cultivation in Eastern Ghats Highlands of India using remote sensing data and GIS. Environ Monit Assess 191, 315 (2019). https://doi.org/10.1007/s10661-019-7447-7
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DOI: https://doi.org/10.1007/s10661-019-7447-7