Abstract
Determination of the natural productivity of lands and permanent monitoring of their use require qualitatively new technical support and the use of more advanced methods of operational assessment of the state of lands, determination of the quality of vegetation cover and the yield of crops grown. The article discusses various approaches to solving this problem. The focus is made on the analysis of the spatial, seasonal, and interannual variability of the Normalized Difference Vegetation Index (NDVI) on the territory of the Republic of Adygea.
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Bedanokov MK, Kuizheva SK, Lebedev SA, Kostianoy AG (2021) Introduction. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2021_736
Bedanokov MK, Shambaleva GV (2003) Forecasts of the development of agricultural production in the Republic of Adygea. Izvestiya vysshikh uchebnykh zavedeniy Severo-Kavkazskiy region Obshchestvennyye nauki (2):85–87. (in Russian)
Lebedev SA, Gunina GN, Ashinov YN, Kravchenko PN (2020) Ecological conditions of soils in the Republic of Adygea. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2020_640
Bibin AR, Trepet SA, Grabenko EA, Akatova TV (2020) Shaposhnikov Caucasian state wildlife biosphere reserve. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2020_636
Lebedev SA, Sirotyuk EA, Shkhapatsev AK, Kravchenko PN (2021) Ecological state of soils of the Republic of Adygea under high anthropogenic load. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2021_741
Trofimov IA, Shamsutdinov ZS, Trofimova LS, Shamsutdinova EZ, Yakovleva EP, Orlovskyi NS (2010) The problem of desertification in Russia. Zemledelie 7:7–9. (in Russian)
Baghdadi N, Zribi M (2016) Land surface remote sensing in agriculture and Forest. ISTE Press/Elsevier. 496 pp. https://doi.org/10.1016/C2015-0-01224-2
Bartalev S, Egorov V, Zharko V, Loupian E, Plotnikov D, Khvostikov S, Shabanov N (2016) Land cover mapping over Russia using earth observation data. Space Research Institute of Russian Academy of Sciences, Moscow. 208 p. (in Russian)
King D, Jones RJA, Thomasson AJ (1995) European land information systems for agro-environmental monitoring, European Commission, 285 p
Baruth B, Royer A, Klisch A, Genovese G (2008) The use of remote sensing within the MARS crop yield monitoring system of the European Commission. Proceedings of the 21st congress of the international society for photogrammetry and remote sensing, vol 27(B8), pp 935–940
Govender M, Chetty K, Bulcock H (2007) A review of hyperspectral remote sensing and its application in vegetation and water resource studies. Water SA 33(2):145–151. https://doi.org/10.4314/wsa.v33i2.49049
Lavrova OY, Kostianoy AG, Lebedev SA, Mityagina VI, Ginzburg AI, Sheremet NA (2011) Complex satellite monitoring of the Russian seas. Space Research Institute of Russian Academy of Sciences, Moscow. 480 p. (in Russian)
Khan MJ, Khan HS, Yousaf A, Khurshid K, Abbas A (2018) Modern trends in hyperspectral image analysis: a review. IEEE Access 6:14118–14129. https://doi.org/10.1109/ACCESS.2018.2812999
Xue J, Su B (2017) Significant remote sensing vegetation indices: a review of developments and applications. J Sens:1353691. 17 p. https://doi.org/10.1155/2017/1353691
Ray TW (1994) A FAQ on vegetation in remote sensing. Div. of Geological and Planetary Sciences California Institute of Technology, California, 18 pp
Horning N, Robinson JA, Sterling EJ, Turner W, Spector S (2010) Remote sensing for ecology and conservation: a handbook of techniques. New York, Oxford University Press, Oxford
Justice CO, Holben BN, Gwynne MD (1986) Monitoring east African vegetation using AVHRR data. Int J Remote Sens 7(11):1453–1474. https://doi.org/10.1080/01431168608948945
Buzarov AS, Varshanina TP, Kabayan NV, Krasnopolskiy AV, Krasnopolskaya NV, Kuasheva DA, Melnikova TN, Spesivtsev PA, Khachegogu AY, Shebzukhova EA (2001) Geography of the Republic of Adygea. Adyghe Republican Book Publishing House, Maykop. 200 p (in Russian)
Akatov PV, Varshanina TP (2013) Modern border of the forests on the West Caucasus (Krasnodar Region and Adygea Republic). Ekologicheskiy vestnik Severnogo Kavkaza 9(3):86–88. (in Russian)
Lebedev SA, Kostianoy AG, Kravchenko PN (2020) Digital elevation model of the Republic of Adygea. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2020_656
Dierckx W, Sterckx S, Benhadj I, Livens S, Duhoux G, Van Achteren T, Francois M, Mellab K, Saint G (2014) PROBA-V mission for global vegetation monitoring: standard products and image quality. Int J Remote Sens 35(7):2589–2614. https://doi.org/10.1080/01431161.2014.883097
Kostianoy AG, Lebedev SA, Serykh IV, Kostianaia EA, Varshanina TP (2021) General characteristics of the climate in the Republic of Adygea. In: Bedanokov MK, Lebedev SA, Kostianoy AG (eds) The Republic of Adygea environment. Springer, Cham. https://doi.org/10.1007/698_2021_735
Acknowledgments
S.A. Lebedev (satellite data processing) was supported in the framework of the Geophysical Center RAS budgetary financing and by RFBR, MOST (China), and DST (India) according to the research project № 19-55-80021. S.A. Lebedev (calculation of seasonal and interannual variability of NDVI) was supported in the framework by the project “Intelligent analysis of big data in the tasks of ecology and environmental protection,” carried out within the Competence Center Program of the National Technological Initiative “Center for the Storage and Analysis of Big Data,” and supported by the Ministry of Science and Higher Education of the Russian Federation at the Lomonosov Moscow State University and by the Fund of the National Technological Initiative dated December 11, 2018, No. 13/1251/2018. S.A. Lebedev and O.P. Shevyakova were partially supported by the State Project No. 5.9533yu2017/BCh of Maykop State Technological University, approved by the Ministry of Education and Science of Russia. A.G. Kostianoy was partially supported in the framework of the P.P. Shirshov Institute of Oceanology RAS budgetary financing (Project No. 0128-2021-0016).
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Lebedev, S.A., Kostianoy, A.G., Kravchenko, P.N., Shevyakova, O.P. (2021). Seasonal and Interannual Variability of NDVI in the Republic of Adygea. In: Bedanokov, M.K., Lebedev, S.A., Kostianoy, A.G. (eds) The Republic of Adygea Environment. The Handbook of Environmental Chemistry, vol 106. Springer, Cham. https://doi.org/10.1007/698_2021_742
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