Monitoring of vegetation changes in Golestan province And a collection of international wetlands (Alma Gol, Alagol and Aji Gol) And the reasons are based on a two-time analysis of NDVI
Subject Areas : GeneticAzita Mehrani 1 , Borhan Riazi 2 , Seyed Ahmad Mirbagheri 3 , Nematollah Khorasani 4
1 - Department of Environmental Sciences, Faculty of Natural Resources and Environment, Science and Research Branch, Islamic Azad University, Tehran, Iran.
2 - Department of Environmental Sciences, Faculty of Natural Resources and Environment, Science and Research Branch, Islamic Azad University, Tehran, Iran.
3 - Department of Environmental Sciences, Faculty of Natural Resources and Environment, Science and Research Branch, Islamic Azad University, Tehran, Iran.
4 - Faculty of Natural Resources, University of Tehran, Tehran, Iran.
Keywords: Vegetation, NDVI, remote sensing, CROSSTAB, Golestan International Wetlands, Sensors (OLI و TM),
Abstract :
Understanding the rangeland ecosystem is the first step in managing these resources and determining land management and sustainable development programs.The aim of this study is to investigate the qualitative changes in the percentage of vegetation in the area of international wetlands of Golestan province. The study used Landstat satellite bands measuring TM and OLI during statistical years (1988-2018). In ENVI5.3 software, geometric correction and preliminary processing and FLASH algorithm were used for atmospheric corrections. To increase the accuracy of rangeland classification, NDVI map was prepared with TERSET software and And 4 classes of covered land (excellent, very good, good and poor) were obtained. The CROSSTAB technique also calculated changes during the years of study. Land area showed results The highest increase with very good vegetation is from 1540/93 to 2849.99 square kilometers And the largest reduction in area with well-covered lands was from 1369/46 to 68.94 square kilometers. During this time, the study area underwent changes The biggest reductions include the destruction of a well-covered class from 31.94 to 1.66 percent and its conversion to other users.Also, 13.46 square kilometers of good coverage has become poor coverage Which included the surrounding wetlands, rocky areas and rural areas.Good coverage that minimized area reduction There were pasture lands in use Class changes with good coverage indicated a reduction in area and vegetation And the temperature will rise The results showed that NDVI is a good measure for evaluating and monitoring vegetation changes and proper rangeland management.
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Adamchuk, V., Perk, R. and Schepers, J. (2003). Application of remote sensing in sitespecific management.Institute of agriculture and natural resources. University of Nebraska Cooperative Extension Precision Agriculture.1-7.
Alavi Panah, K. (2006). Application of Remote Sensing in Earth Sciences. Tehran University Press
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Anderson, R.P., Peterson, A.T. and Egbert, S.L. (2006). Vegetation-index models predict areas vulnerable to purple loosestrife (lythrum salicaria) invasion in Kansas. The Southwestern Naturalist. 51: 471–480.
Balochi, M. (2017). Investigating the vegetation changes in Almagol wetland Towards some environmental factors. Natural environment, Iranian Journal of Natural Resources. 70(2):285- 293.
Brussard P.F., Reed M.J. and Tracy C.R. (1998). Ecosystem Management: What is it really? Landscape and Urban Planning. 40: 9-20.
Crlppen, R.E. and Blom, R.G. (2001). Unveiling the lithology of vegetated terrains in remotely sensed imagery. Photogrammetric Engineering and Remote Sensing. 67(8): 935-943.
Darwish, T. and Faour, G. (2008). Rangeland degradation in two watersheds of Lebnon. Lebanese Science Journal. 9: 71-80.
Depew, J.J. (2004). Habitat Selection And Movement Patterns of Cattle and White-Tailed Deer in a Temperate Savanna. Submitted to the Office of Graduate Studies of Texas A&M University in partial fulfillment of the requirements for the degree of Master of Science. p. 71.
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Hadjimitsis, D.G., Papadavid, G., Agapiou, A., Themistocleous, K., Hadjimitsis, M.G., Retalis, A., Michaelides, S., Chrysoulakis, N., Toulios, L., Clayton C.R.I. (2010). Atmospheric correction for satellite remotely. pp 112-121.
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Hosseinzadeh M.M., Esmaili R., Nohegar A. and Saghafi M. (2009). A Survey of Changes to Forest Covering in the Northern Slopes of Alborz - A Case Study: the Distance between Harahz and Chalos River and Chalos, Noshar,Noor and Amol Cities. Environmental Sciences 7(1): 1-19
Huang, C. and G.P. Asner. (2009). Applications of remote sensing to alien invasive plant studies. Sensors, 9: 4869-4889
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Kabuli, M., Karami, M. and Hassanzadeh Kiabi, B. (2006). Investigation of effective factors on the success rate of laying hens in the wetland (Aeruginosus Circus) As a species of umbrella in the international mud lagoon, Alagel and Almagel wetlands in Turkmen Sahara Journal of the Faculty of Natural Resources; 59 (3): 669-680
Kashi Zenozi, L. ,Ahmadi, H., Saadat, H. Nazari, A. and Namdar, M.(2013). Preparation of plan appearance map with the aim of controlling erosion based on geomorphological pattern (Case study: Zenozchai catchment). Geography and Environmental Planning, 24 (2): 39-52.
Khajeh al-Din,J. and Pourmanafi, S. )2007(. Determining the level of Zayandeh rud side paddy fields in Isfahan region With satellite data IRS. Journal of Agricultural Sciences and Technology and Natural Resources. P: 527 – 51
Kiani, B., Ghaemi, R., and Abdul, A. (2008). Comprehensive plan of sample tourist areas Study and preparation of plan for construction of infrastructure and tourism infrastructure of Almagel, Alagol and Aji Gol wetlands; Golestan Province Cultural Heritage, Handicrafts and Tourism Organization. first volume, July.
Lyon, J.G., Yuan, D., Lunetta, R.S. and Elvidge, C.D. (1998). A change detection experiment using vegetation indices. Photogrammetric Engineering and Remote Sensing, 64(2):143–150
Makhdoum M. F (2001). Land use planning fundamental. Tehran University Press. 248 pp.
Maselli, F. (2003). Monitoring forest conditions in a protected Mediterranean coastal area by the analysis of multiyear NDVI data. Remote sensing of environment. 89(4): 423-433.
Mohammad Yari, F., Rezapour H. ,Tavakoli, M. and Aghdar, H. (2012). Preparation of vegetation map and monitoring of its changes using remote sensing techniques and geographic information system (Case study: Behbahan city). Journal of Geographical Information. 23(92).
Naseri F., Darvishsefat A., Sobhani H., and Namiranian, M. (2004). Assessment of landsat7 imageries for preparing forest density in arid and semi arid areas. Iranian Natural Resources Journal. 57(1): 109-119
Nazari Samani A., Ghorbani M. and Koohbenani H.R. (2010). Assessment of land use change trend in Taleghan watershed in 1987- 2001. Rangeland. 4(3): 442-450
Pettorelli, N., Vik, O., Mysterud, A., Gaillard. J.M., Tucker. C.J. and Stenseth, N.C. (2005). Using the satellite –derived NDVI to assess ecological responses to environmental change. J. Trends in ecology and evolution. 9 (20): 503-10
Sader, S.A., Bertrand, M., and Wilson, E.H. (2003). Satellite Change Detection of Forest Harvest Patterns on an Industrial Forest Landscape, Forest Science, 49 (3): 341–353
Shafiee, H. and Hosseini, M. (2012). Study of vegetation with the help of satellite data in Sistan region, Journal of Plant Ecophysiology, Third year, pages91-105
Shataee Sh. and Abdi O. (2007). Land cover mapping in mountainous lands of Zagros using ETM + data, Case Study: Sorkhab watershed, Lorestan province, Iran. Journal of Agriculture and Natural Resources. 14(1): 129-139.
Song, X. (2004). Early detection system of drought in East Asia using NDVI from NOAA/AVHRR data. International Journal of Remote Sensing 25(16): 3105-3111.
Wang, Q., Watanabe, M., Hayashi, S., and Murakami, Sh.(2003).Using NOAA AVHRR data to access flood damage in Chaina. Environ. Monit. Assess, 82:119- 148.
Zobeiry, M. and Majd, A.R. (2017). An introduction to remote sensing technology and its application in natural resources. University of Tehran Press. P.317.
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Abdi, O., Akbari H., Sosani J. and Shirvani Z. (2009). Comparison of vegetation indexes in preparing Zagros forest density using ETM+ imageries. Geomatic Conference Proceeding https://doi.org/10.7717/peerj.1948.
Adamchuk, V., Perk, R. and Schepers, J. (2003). Application of remote sensing in sitespecific management.Institute of agriculture and natural resources. University of Nebraska Cooperative Extension Precision Agriculture.1-7.
Alavi Panah, K. (2006). Application of Remote Sensing in Earth Sciences. Tehran University Press
Ali Panah, K. (2011). Principles of Dwarven Measurement and Interpretation of Satellite Images and Aerial Photographs. Second Edition, University of Tehran Press. p782
Anderson, R.P., Peterson, A.T. and Egbert, S.L. (2006). Vegetation-index models predict areas vulnerable to purple loosestrife (lythrum salicaria) invasion in Kansas. The Southwestern Naturalist. 51: 471–480.
Balochi, M. (2017). Investigating the vegetation changes in Almagol wetland Towards some environmental factors. Natural environment, Iranian Journal of Natural Resources. 70(2):285- 293.
Brussard P.F., Reed M.J. and Tracy C.R. (1998). Ecosystem Management: What is it really? Landscape and Urban Planning. 40: 9-20.
Crlppen, R.E. and Blom, R.G. (2001). Unveiling the lithology of vegetated terrains in remotely sensed imagery. Photogrammetric Engineering and Remote Sensing. 67(8): 935-943.
Darwish, T. and Faour, G. (2008). Rangeland degradation in two watersheds of Lebnon. Lebanese Science Journal. 9: 71-80.
Depew, J.J. (2004). Habitat Selection And Movement Patterns of Cattle and White-Tailed Deer in a Temperate Savanna. Submitted to the Office of Graduate Studies of Texas A&M University in partial fulfillment of the requirements for the degree of Master of Science. p. 71.
Green Consulting Engineers (SAP). (2008). Comprehensive plan of study tourism sample areas and Preparation of infrastructure plan and tourism infrastructure of Almagal, Alagol and Aji Gol wetlands; Cultural Heritage Organization. Golestan Handicrafts and Tourism Industries; first volume, July.
Hadjimitsis, D.G., Papadavid, G., Agapiou, A., Themistocleous, K., Hadjimitsis, M.G., Retalis, A., Michaelides, S., Chrysoulakis, N., Toulios, L., Clayton C.R.I. (2010). Atmospheric correction for satellite remotely. pp 112-121.
Holling C.S. (1978). Adaptive environmental assessment and management. (Editor) London:John Wiley & Sons
Hosseinzadeh M.M., Esmaili R., Nohegar A. and Saghafi M. (2009). A Survey of Changes to Forest Covering in the Northern Slopes of Alborz - A Case Study: the Distance between Harahz and Chalos River and Chalos, Noshar,Noor and Amol Cities. Environmental Sciences 7(1): 1-19
Huang, C. and G.P. Asner. (2009). Applications of remote sensing to alien invasive plant studies. Sensors, 9: 4869-4889
Inoue, Y. (2003). Remote Sensing and GIS for Spatial Assessment Agro-Ecosystem Dynamics. National Institute for Agro-Environmental Sciences, 3-1-3, Kannondai, Tsukuba, Ibaraki, 305-8604.
Kabuli, M., Karami, M. and Hassanzadeh Kiabi, B. (2006). Investigation of effective factors on the success rate of laying hens in the wetland (Aeruginosus Circus) As a species of umbrella in the international mud lagoon, Alagel and Almagel wetlands in Turkmen Sahara Journal of the Faculty of Natural Resources; 59 (3): 669-680
Kashi Zenozi, L. ,Ahmadi, H., Saadat, H. Nazari, A. and Namdar, M.(2013). Preparation of plan appearance map with the aim of controlling erosion based on geomorphological pattern (Case study: Zenozchai catchment). Geography and Environmental Planning, 24 (2): 39-52.
Khajeh al-Din,J. and Pourmanafi, S. )2007(. Determining the level of Zayandeh rud side paddy fields in Isfahan region With satellite data IRS. Journal of Agricultural Sciences and Technology and Natural Resources. P: 527 – 51
Kiani, B., Ghaemi, R., and Abdul, A. (2008). Comprehensive plan of sample tourist areas Study and preparation of plan for construction of infrastructure and tourism infrastructure of Almagel, Alagol and Aji Gol wetlands; Golestan Province Cultural Heritage, Handicrafts and Tourism Organization. first volume, July.
Lyon, J.G., Yuan, D., Lunetta, R.S. and Elvidge, C.D. (1998). A change detection experiment using vegetation indices. Photogrammetric Engineering and Remote Sensing, 64(2):143–150
Makhdoum M. F (2001). Land use planning fundamental. Tehran University Press. 248 pp.
Maselli, F. (2003). Monitoring forest conditions in a protected Mediterranean coastal area by the analysis of multiyear NDVI data. Remote sensing of environment. 89(4): 423-433.
Mohammad Yari, F., Rezapour H. ,Tavakoli, M. and Aghdar, H. (2012). Preparation of vegetation map and monitoring of its changes using remote sensing techniques and geographic information system (Case study: Behbahan city). Journal of Geographical Information. 23(92).
Naseri F., Darvishsefat A., Sobhani H., and Namiranian, M. (2004). Assessment of landsat7 imageries for preparing forest density in arid and semi arid areas. Iranian Natural Resources Journal. 57(1): 109-119
Nazari Samani A., Ghorbani M. and Koohbenani H.R. (2010). Assessment of land use change trend in Taleghan watershed in 1987- 2001. Rangeland. 4(3): 442-450
Pettorelli, N., Vik, O., Mysterud, A., Gaillard. J.M., Tucker. C.J. and Stenseth, N.C. (2005). Using the satellite –derived NDVI to assess ecological responses to environmental change. J. Trends in ecology and evolution. 9 (20): 503-10
Sader, S.A., Bertrand, M., and Wilson, E.H. (2003). Satellite Change Detection of Forest Harvest Patterns on an Industrial Forest Landscape, Forest Science, 49 (3): 341–353
Shafiee, H. and Hosseini, M. (2012). Study of vegetation with the help of satellite data in Sistan region, Journal of Plant Ecophysiology, Third year, pages91-105
Shataee Sh. and Abdi O. (2007). Land cover mapping in mountainous lands of Zagros using ETM + data, Case Study: Sorkhab watershed, Lorestan province, Iran. Journal of Agriculture and Natural Resources. 14(1): 129-139.
Song, X. (2004). Early detection system of drought in East Asia using NDVI from NOAA/AVHRR data. International Journal of Remote Sensing 25(16): 3105-3111.
Wang, Q., Watanabe, M., Hayashi, S., and Murakami, Sh.(2003).Using NOAA AVHRR data to access flood damage in Chaina. Environ. Monit. Assess, 82:119- 148.
Zobeiry, M. and Majd, A.R. (2017). An introduction to remote sensing technology and its application in natural resources. University of Tehran Press. P.317.