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ISSN 2070-7401 (Print), ISSN 2411-0280 (Online)
Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa
CURRENT PROBLEMS IN REMOTE SENSING OF THE EARTH FROM SPACE

  

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2021, Vol. 18, No. 2, pp. 171-185

Opportunities and experience of operational remote monitoring of winter crops condition in Russia

P.V. Denisov 1, 2 , I.I. Sereda 1 , K.A. Troshko 1, 3 , E.A. Loupian 1 , D.E. Plotnikov 1 , V.A. Tolpin 1 
1 Space Research Institute RAS, Moscow, Russia
2 OOO Space Research Institute for the Earth, Moscow, Russia
3 Institute of Geography RAS, Moscow, Russia
Accepted: 10.04.2021
DOI: 10.21046/2070-7401-2021-18-2-171-185
This paper considers the data, products, and tools implemented in Vega-Science (http://sci-vega.ru/) and Vega-Pro (http://pro-vega.ru/) services, which make it possible to assess agricultural crops condition in different periods of their development. The experience gained at the Space Research Institute of the Russian Academy of Sciences (IKI RAS) allowed creating a methodology for continuous operational monitoring of winter crops, assessing their condition and further development. This methodology is based on the crop area detection, the determination of vegetation index NDVI dynamics on the lands occupied by winter crops, and the analysis of this information along with meteorological indicators. In addition, the analysis of more than 20 years of such data allowed us to calculate the average long-term patterns of the NDVI time dynamics for each observation area. Deviations of the NDVI patterns are also used as one of the parameters for assessing winter crops condition. On the basis of the authors’ experience, the recommendations are formulated for the use of various parameters and tools for assessing conditions and development of winter crops in different years and periods. The possibilities of using data analysis tools implemented in the Vega-Science and Vega-Pro services are demonstrated by various examples. Among other things, the potential of assessing the winter crops yield is demonstrated. The paper also presents an analysis of the quality of the estimates discussed, which shows extremely high coincidence with the actual observed dynamics of winter crops development.
Keywords: Vega-Science, Vega-Pro, crops monitoring, winter crops, Earth observation satellite systems, remote sensing
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References:

  1. Bartalev S. A., Elkina E. S., Loupian E. A., Plotnikov D. E., Tolpin V. A., Remote sensing of 2017 winter crops in the Russian Federation, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 4, pp. 275–280 (in Russian).
  2. Bereza O. V., Strashnaya A. I., Loupian E. A., On the possibility to predict the yield of winter wheat in the Middle Volga region on the basis of integration of land and satellite data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 1, pp. 18–30 (in Russian).
  3. Denisov P. V., Krasheninnikova Yu. S., Loupian E. A., Martyanov A. S., Plotnikov D. E., Sereda I. I., Tolpin V. A., Troshko K. A., Observation of winter crops development in Russia in autumn 2018 based on remote sensing data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2018, Vol. 15, No. 7, pp. 272–280 (in Russian).
  4. Denisov P. V., Sereda I. I., Troshko K. A., Loupian E. A., Plotnikov D. E., Tolpin V. A., Development of winter and spring crops in European Russia in the season 2019–2020, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2020, Vol. 17, No. 4, pp. 306–311 (in Russian).
  5. Kleshchenko A. D., Savitskaya O. V., Technology of decade estimation of grain crops yield on satellite and ground-based agrometeorological information, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 1, pp. 178–182 (in Russian).
  6. Kussul N. N., Kravchenko A. N., Skakun S. V., Adamenko T. I., Shelestov A. Yu., Kolotii A. V., Gripich Yu. A., Crop Yield Forecasting Regression Models based on MODIS data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2012, Vol. 9, No. 1, pp. 95–107 (in Russian).
  7. Loupian E. A., Savin I. Yu., Bartalev S. A., Tolpin V. A., Balashov I. V., Plotnikov D. E., Satellite Service for Vegetation Monitoring VEGA, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 1, pp. 190–198 (in Russian).
  8. Loupian E. A., Bartalev S. A., Krasheninnikova Yu. S., Plotnikov D. E., Tolpin V. A. (2017a), Abnormal development of spring crops in European Russia in 2017, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 3, pp. 324–329 (in Russian).
  9. Loupian E. A., Bartalev S. A., Krasheninnikova Yu. S., Plotnikov D. E., Tolpin V. A. (2017b), Observation of early development of winter crops in spring 2017 in southern regions of Russia based on remote sensing data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 2, pp. 268–272 (in Russian).
  10. Loupian E. A., Bartalev S. A., Krasheninnikova Yu. S., Plotnikov D. E., Tolpin V. A., Uvarov I. A., Analysis of winter crops development in the southern regions of the European part of Russia in spring of 2018 with use of remote monitoring, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2018, Vol. 15, No. 2, pp. 272–276 (in Russian).
  11. Loupian E. A., Proshin A. A., Burtsev M. A., Kashnitskii A. V., Balashov I. V., Bartalev S. A., Konstantinova A. M., Kobets D. A., Mazurov A. A., Marchenkov V. V., Matveev A. M., Radchenko M. V., Sychugov I. G., Tolpin V. A., Uvarov I. A. (2019a), Experience of development and operation of the IKI-Monitoring center for collective use of systems for archiving, processing and analyzing satellite data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 3, pp. 151–170 (in Russian).
  12. Loupian E. A., Bulanov K. A., Denisov P. V., Krasheninnikova Yu. S., Plotnikov D. E., Tolpin V. A., Troshko K. A., Uvarov I. A. (2019b), Analysis of winter crops development in the southern regions of the European part of Russia in February 2019 based on remote monitoring, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 1, pp. 266–271 (in Russian).
  13. Loupian E. A., Denisov P. V., Sereda I. I., Troshko K. A., Plotnikov D. E., Tolpin V. A., Analysis of winter crops development in the southern regions of Russia in spring 2020 based on remote monitoring), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2020, Vol. 17, No. 2, pp. 285–291 (in Russian).
  14. Loupian E. A., Sereda I. I., Denisov P. V., Troshko K. A., Plotnikov D. E., Tolpin V. A., Remote monitoring of winter crops condition in the winter of 2020/2021 in the European territory of Russia, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2021, Vol. 18, No. 1, pp. 165–172 (in Russian).
  15. Miklashevich T. S., Bartalev S. A., Plotnikov D. E., Interpolation algorithm for the recovery of long satellite data time series of vegetation cover observation, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 6, pp. 143–154 (in Russian).
  16. Neishtadt I. A., Construction of cloudless composite MODIS satellite images for vegetation monitoring, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2006, Vol. 3, No. 2, pp. 359–365 (in Russian).
  17. Plotnikov D. E., Bartalev S. A., Loupian E. A., Method of detection of summer-autumn seedlings of winter crops according to the MODIS radiometer, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2008, Vol. 5, No. 2, pp. 322–330 (in Russian).
  18. Plotnikov D. E., Miklashevich T. S., Bartalev S. A., Using local polynomial approximation within moving window for remote sensing data time-series smoothing and data gaps recovery, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, Vol. 11, No. 2, pp. 103–110 (in Russian).
  19. Plotnikov D. E., Bartalev S. A., Loupian E. A., Tolpin V. A., Accuracy assessment for winter crops mapping in spring-summer growing season with MODIS data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 4, pp. 132–145 (in Russian).
  20. Sereda I. I., Denisov P. V., Loupian E. A., Plotnikov D. E., Tolpin V. A., Troshko K. A., The unique situation of winter crops development observed from remote sensing data in the European territory of Russia in October 2020, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2020, Vol. 17, No. 5, pp. 304–310 (in Russian).
  21. Toplin V. A., Komarov V. B., Analysis of the efficiency of temperature normalization in the construction of “norms” of the monthly-annual average time dynamics of vegetation indices, Materialy Vosemnadtsatoi Vserossiiskoi otkrytoi konferentsii “Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa” (Proc. 18th All-Russia Open Conf.“Current Problems in Remote Sensing of the Earth from Space”), Moscow: IKI RAN, 2020, p. 371 (in Russian).
  22. Tolpin V. A., Loupian E. A., Bartalev S. A., Plotnikov D. E., Matveev A. M., The possibilities of analyzing the state of agricultural vegetation using the satellite service “VEGA”, Optika atmosfery i okeana, 2014, Vol. 27, No. 7(306), pp. 581–586 (in Russian).
  23. Uvarov I. A., Khalikova O. A., Balashov I. V., Burtsev M. A., Loupian E. A., Matveev A. A., Platonov A. E., Proshin A. A., Tolpin V. A., Krasheninnikova Yu. S., Meteorological data management in framework of the satellite monitoring information systems, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2013, Vol. 10, No. 2, pp. 30–45 (in Russian).