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Studying the wintering conditions of winter crops from the satellite and ground-based observations (A case study for the Belgorod oblast)

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Abstract

The method is proposed for assessing the wintering conditions of winter crops with the accuracy to separate sown areas based on the joint use of the data of remote sensing and ground-based observations. The dependence is revealed between snow depth and snow albedo in the red band (MOD09GQ data). Geoinformation mapping of wintering conditions of winter crops cultivated in the Belgorod oblast is carried out for the winter period of 2012/2013.

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References

  1. Agroclimatic Resources of the Belgorod Oblast (Gidrometeoizdat, Leningrad, 1972) [in Russian].

  2. D. V. Dubovik and D. Yu. Vinogradov, “Winter Weather Conditions and Winter Wheat Yield,” Dostizheniya Nauki i Tekhniki APK, No. 5 (2013) [in Russian].

    Google Scholar 

  3. N. N. Ivanov, V. A. Fedorov, A. V. Zhukov, et al., Winter Crops in the Central Chernozem Region, Ed. by N. N. Ivanov (Tsentral’no-Chernozemnoe Knizhnoe Izdatel’stvo, Voronezh, 1975) [in Russian].

  4. E. V. Kazakova, M. M. Chumakov, and I. A. Rozinkina, “Algorithm of Fresh Snow Depth Calculation Intended for Postprocessing of Numerical Atmosphere Models (A Case Study for COSMO),” Trudy Gidromettsentra Rossii, No. 350 (2013) [in Russian].

    Google Scholar 

  5. L. M. Kitaev and T. B. Titkova, “Variability of Snow Albedo: Analysis of Satellite Data,” Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa, No. 2, 8 (2011) [in Russian].

    Google Scholar 

  6. V. A. Moiseichik, Agrometeorological Conditions and Wintering of Winter Crops (Gidrometeoizdat, Leningrad, 1975) [in Russian].

    Google Scholar 

  7. V. A. Moiseichik, N. A. Bogomolova, and T. A. Maksimenkova, “Assessment of Agrometeorological Conditions of the Fall-Winter Period for Hibernation and Formation of a Gross Winter Grain Yield in Russia,” Meteorol. Gidrol., No. 2 (2002) [Russ. Meteorol. Hydrol., No. 2 (2002)].

    Google Scholar 

  8. V. I. Povkh, B. R. Bekov, L. A. Shlyakhova, and E. A. Vorobeichik, “Thematic Mapping of Wintering Conditions for Cereals on the Territory of the Rostov Oblast Using Satellite Data,” Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa, No. 4, 10 (2013) [in Russian].

    Google Scholar 

  9. V. I. Povkh, L. A. Shlyakhova, and E. A. Vorobeichik, “Estimation of Wintering Conditions of Cereals Using Satellite Data for the Rostov Oblast,” Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa, No. 3, 7 (2010) [in Russian].

    Google Scholar 

  10. Weather on the Territory of the Belgorod Oblast, http://rp5.ru [in Russian].

  11. E. A. Terekhin, “Estimation of Seasonal Values of Vegetation Index (NDVI) for Detecting and Analyzing Agricultural Crops,” Issledovanie Zemli iz Kosmosa, No. 1 (2015) [in Russian].

    Google Scholar 

  12. A. M. Shul’gin, Agrometeorology and Agroclimatology (Gidrometeoizdat, Leningrad, 1978) [in Russian].

    Google Scholar 

  13. A. M. Shul’gin, Soil Climate and Its Control (Gidrometeoizdat, Leningrad, 1967) [in Russian].

    Google Scholar 

  14. D. Bitner, T. Carroll, D. Cline, and P. Romanov, “An Assessment of the Differences between Three Satellite Snow Cover Mapping Techniques,” Hydrol. Processes, 16 (2002).

    Google Scholar 

  15. J. Dozier, “Spectral Signature of Alpine Snow Cover from the Landsat Thematic Mapper,” Rem. Sens. Environ., 28 (1989).

    Google Scholar 

  16. D. K. Hall and G. A. Riggs, “Accuracy Assessment of the MODIS Snow Products,” Hydrol. Processes, 21 (2007).

    Google Scholar 

  17. LPDAAC, https://lpdaac.usgs.gov/products/modis_products_table/mod09gq.

  18. P. Malcher, D. Floricioiu, and H. Rott, “Snow Mapping in Alpine Areas Using Medium Resolution Spectrometric Sensors,” in Proceedings of the Geoscience and Remote Sensing Symposium, 2003, IGARSS 03, Vol. 4 (2003).

  19. S. Metsamaki, J. Vepsalainen, J. Pulliainen, and Y. Sucksdorff, “Improved Linear Interpolation Method for the Estimation of Snow-covered Area from Optical Data,” Remote Sens. Environ., 82 (2002).

    Google Scholar 

  20. H. S. Negi, A. V. Kulkarni, and B. S. Semwab, “Estimation of Snow Cover Distribution in Beas Basin, Indian Himalaya Using Satellite Data and Ground Measurements,” J. Earth Syst. Sci., No. 5, 118 (2009).

    Google Scholar 

  21. C. Notarnicola, M. Duguay, N. Moelg, et al., “Snow Cover Maps from MODIS Images at 250 m Resolution. Part 1: Algorithm Description,” Remote Sensing, No. 1, 5 (2013).

    Google Scholar 

  22. J. Parajka and G. Bloschl, “Validation of MODIS Snow Cover Images over Austria,” Hydrol. Earth Syst. Sci., 10 (2006).

    Google Scholar 

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Authors and Affiliations

  1. Belgorod State National Research University, ul. Pobedy 85, Belgorod, 308015, Russia

    E. A. Terekhin

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  1. E. A. Terekhin
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Correspondence to E. A. Terekhin.

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Original Russian Text © E.A. Terekhin, 2016, published in Meteorologiya i Gidrologiya, 2016, No. 10, pp. 84-92.

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Terekhin, E.A. Studying the wintering conditions of winter crops from the satellite and ground-based observations (A case study for the Belgorod oblast). Russ. Meteorol. Hydrol. 41, 722–727 (2016). https://doi.org/10.3103/S1068373916100083

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  • DOI: https://doi.org/10.3103/S1068373916100083

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