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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, 2015, Vol. 12, No. 1, pp. 18-30

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

O.V. Bereza1 , A.I. Strashnaya1 , E.A. Loupian2 
1 Hydrometeorological Research Centre of Russian Federation, Moscow, Russia
2 Space Research Institute RAS, Moscow, Russia
The dynamics of NDVI value (Normalized Difference Vegetation Index) in dry years and in years with sufficient moisture of the Middle Volga region has been investigated. Dependencies of winter wheat productivity on meteorological factors are established. Based on the established relationship between winter wheat productivity and NDVI, the average long-term dynamics of the correlation coefficients between NDVI and the yield of wheat is presented for 2003-2013 by decades of the spring-summer vegetation period. The periods when forecasting of productivity is possible with the greatest accuracy are determined. Regression physical-statistical models are developed aimed at forecasting the average winter wheat productivity for various regions in agrometeorological conditions that have undergone marked changes over the past decades, based on meteorological factors and models that integrate terrestrial and satellite data. The forecast interval grew by one month.
Keywords: crop yield forecasting; winter wheat; NDVI; agrometeorological conditions; regression models
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References:

  1. Bartalev S.A., Loupian E.A., Neyshtadt I.A., Savin I.Yu., Klassifikatsiya nekotorykh tipov sel'skokhozyaistvennykh posevov v yuzhnykh regionakh Rossii po sputnikovym dannym MODIS (Gropland Area Classification in South Regions of Russia Using MODIS Satellite Data), Issledovanie zemli iz kosmosa, 2006, No.3, pp. 68-75.
  2. Bartalev S.A., Loupian E.A., Neyshtadt I.A., Savin I.Yu., Distantsionnaya otsenka parametrov sel'skokhozyaistvennykh zemel' po sputnikovym dannym spektroradiometra Modis (Remote assessment of farmlands with the MODIS spectroradiometer satellite data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2005, Vol. 2, No. 2, pp. 228-236.
  3. Kleshchenko A.D., Agrometeorologicheskoe i agroklimaticheskoe obespechenie agrarnogo sektora ekonomiki Rossii (Agrometeorological and agroclimatic support of the rural sector of Russia), Trudy VNIISKhM (Proceedings of ARRIAM), 2010, Issue 37, pp. 5-21.
  4. Koshkin E.I., Fiziologiya ustoichivosti sel'skokhozyaistvennykh kul'tur (Sustainability physiology of crops), Moscow: Drofa, 2010, 638 p.
  5. Loupian E.A., Bartalev S.A., Savin I.Yu., Tekhnologiya sputnikovogo monitoringa v sel'skom khozyaistve Rossii (Satellite monitoring technology in Russian agriculture), Aerokosmicheskii kur'er, 2009, No. 6, pp. 47-49.
  6. Loupian E.A., Bartalev S.A., Tolpin V.A., Zharko V.O., Krasheninnikova Yu.S., Oksyukevich A.Yu., Ispol'zovanie sputnikovogo servisa "Vega" v regional'nykh sistemakh distantsionnogo monitoringa (VEGA satellite service applications in regional remote monitoring systems), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, Vol. 11, No. 3, pp. 215-232.
  7. Loupian E.A., Savin I.Yu., Bartalev S.A., Tolpin V.A., Balashov I.V., Plotnikov D.E., Sputnikovyi servis monitoringa sostoyaniya rastitel'nosti ("Vega") (Satellite Service for Vegetation Monitoring VEGA), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 1, pp. 190-198.
  8. Moiseichik V.A., Agrometeorologicheskie usloviya i perezimovka ozimykh kul'tur (Agrometeorological conditions and overwinter of winter crops), Leningrad: Gidrometeoizdat, 1975, 294 p.
  9. Murynin A.B., Bondur V.G., Ignatyev V.Yu., Gorokhovskii K.Yu., Prognozirovanie urozhainosti na osnove mnogoletnikh kosmicheskikh nablyudenii za dinamikoi razvitiya vegetatsii (Yield forecasting on the basis of long-term space-based observations of the dynamics of vegetation), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2013, Vol. 10, No. 4, pp. 245-256.
  10. Purina I.E., Strashnaya A.I., Chekulaeva T.S., Ignatova N.S., Tekhnologiya obrabotki i dovedeniya konechnoi agrometinformatsii do potrebitelei v Gidromettsentre Rossii i operativno-proizvodstvennykh uchrezhdeniyakh Rosgidrometa v programmnom komplekse PROMETEI (Technology of agrometeorological data processing and distribution with the PROMETEI software within the Hydrometeorological centre of Russia and Roshydromet production facilities), Trudy Gidromettsentra Rossii, (Proceedings of The Hydrometeorological Center of Russia), 2011, Issue 346, pp. 103-120.
  11. Savin I.Yu., Loupian E.A., Bartalev S.A., Operativnyi sputnikovyi monitoring sostoyaniya posevov sel'skokhozyaistvennykh kul'tur Rossii (Near-real time satellite monitoring of crops in Russia), GEOMATICS, No. 2, 2011, pp. 69-76.
  12. Sinitsina I.I., Goltsberg I.A., Strunnikov Z.A., Agroklimatologiya (Agroclimatology), Leningrad: Gidrometeoizdat, 1973, 344 p.
  13. Strashnaya A.I., Bartalev S.A., Maksimenkova T.A., Chub O.V., Tolpin V.A., Plotnikov D.E., Bogomolova N.A., Agrometeorologicheskaya otsenka sostoyaniya ozimykh zernovykh kul'tur v period prekrashcheniya vegetatsii s ispol'zovaniem nazemnykh i sputnikovykh dannykh na primere Privolzhskogo federal'nogo okruga (Agrometeorological estimation of winter crops conditions during nongrowing season with ground and satellite data for the Privolzhskiy federal region), Trudy Gidromettsentra Rossii (Proceedings of The Hydrometeorological Center of Russia), 2014, Issue 351, pp. 85-105.
  14. Strashnaya A.I., Maksimenkova T.A., Chub O.V., O srokakh seva ozimykh kul'tur v usloviyakh izmeneniya klimata i ikh prognozirovanie v Privolzhskom federal'nom okruge (Seeding times of winter crops under the conditions of climate change and their forecast in the Privolzhskiy federal region), Trudy Gidromettsentra Rossii (Proceedings of The Hydrometeorological Center of Russia), 2011, Issue 345, pp. 175-193.
  15. Tolpin V.A., Bartalev S.A., Burtsev M.A., Efremov V.Yu., Loupian E.A., Mazurov A.A., Matveev A.M., Proshin A.A., Flitman E.V., Otsenka sostoyaniya sel'skokhozyaistvennykh kul'tur na osnove mezhgodovoi dinamiki s ispol'zovaniem dannykh MODIS (Interannual dynamics based tstimation of crops conditions by MODIS data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2007, Issue 4, No. 2, pp. 380-389.
  16. Tolpin V.A., Loupian E.A., Bartalev S.A., Plotnikov D.E., Matveev A.M., Vozmozhnosti analiza sostoyaniya sel'skokhozyaistvennoi rastitel'nosti s ispol'zovaniem sputnikovogo servisa "Vega" (Agricultural crops analysis abilities with the VEGA satellite service), Optika atmosfery i okeana, 2014, Vol. 27, No.7 (306), pp. 581-586.
  17. Ulanova E.S., Agrometeorologicheskie usloviya i urozhainost' ozimoi pshenitsy (Agrometeorological condtitions and winter wheat productivity), Leningrad: Gidrometeoizdat, 1975, 301 p.
  18. Frolov A.V., Strashnaya A.I., O zasukhe 2010 goda i ee vliyanii na urozhainost' zernovykh kul'tur. Sbornik dokladov (Drought of 2010 and its influence on small grains productivity), GU «Gidromettsentr Rossii» (The Hydrometeorological Center of Russia), Moscow: Triada, ltd, 2011, 72 p.