Monitoring of crop rotation and weed infestation estimation using modis

被引:3
|
作者
Sultangazin, U [1 ]
Muratova, N [1 ]
Doraiswamy, P [1 ]
Terekhov, A [1 ]
机构
[1] Minist Edu & Sci, Space Res Inst, Almaty 480100, Kazakhstan
关键词
D O I
10.1109/IGARSS.2004.1370024
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This research was conducted to develop the method of weed infestation assessment in the predominantly wheat areas in Northern Kazakhstan. Standard classification procedures were no applicable to separate the weed population, therefore indirect methods were investigated. Multiyear land use inventory was used and the correlation between the number of sowing years in fallow crop rotation and the weed population was determined. Historical and current MODIS reflectance data (band 2, 250 m resolution) was used for spring wheat classification and for delineation of fallow areas for the last years. According to the number of sowing years after fallow four classes as 1(st), 2(nd), 3(rd), 4(th) and others culture after fallow masks were created. Ground surveys were conducted to define the weed population in cereal fields for these classes. It was demonstrated that this approach was the perspective tool to estimate the weed infestation level for croplands in Northern Kazakhstan. The result of this research is important for grain production forecast.
引用
收藏
页码:4066 / 4069
页数:4
相关论文
共 50 条
  • [1] Estimation of weed infestation in spring crops using MODIS data
    Sultangazin, U
    Muratova, N
    Doraiswamy, P
    Terekhov, A
    IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 392 - 394
  • [2] THE CROP ROTATION INFLUENCE OF THE WEED INFESTATION AT THE SPRING BARLEY CROP
    Neischl, A.
    Zelena, V
    Winkler, J.
    MENDELNET 2010, 2010, : 104 - 110
  • [3] THE CROP ROTATION INFLUENCE OF THE WEED INFESTATION AT THE WINTER WHEAT CROP
    Neischl, A.
    Zelena, V
    Winkler, J.
    Hledik, P.
    MENDELNET 2011, 2011, : 109 - 115
  • [4] Effect of tillage and crop rotation on weed infestation in maize
    Chovancova, Svetlana
    Novak, Jaroslav
    Winkler, Jan
    MENDELNET 2014, 2014, : 18 - 22
  • [5] SPRING BARLEY WEED INFESTATION IN VARIOUS CROP ROTATION CYCLES
    Neischl, A.
    Winkler, J.
    Zelena, V.
    MENDELNET 2012, 2012, : 133 - 141
  • [6] INFLUENCE OF CROP ROTATION ON ACTUAL WEED INFESTATION OF SUGAR BEET
    Winkler, Jan
    Hledik, Pavel
    Prochazkova, Blanka
    LISTY CUKROVARNICKE A REPARSKE, 2015, 131 (5-6): : 162 - 166
  • [7] The influence of production technology intensity on weed infestation under cereal crop rotation
    Szelezniak, Edward F.
    Nierobca, Piotr
    Grabinski, Jerzy
    ZEMDIRBYSTE-AGRICULTURE, 2008, 95 (03) : 180 - 185
  • [8] Crop weed infestation forecasting using data mining methods
    Maksimovich, Kirill
    Alsova, Olga
    Kalichkin, Vladimir
    Fedorov, Dmitry
    TURKISH JOURNAL OF AGRICULTURE AND FORESTRY, 2023, 47 (05) : 662 - 668
  • [9] Weed infestation of winter wheat in organic crop rotation and economic efficiency of its cultivation
    Sobko, Mykola
    Medvid, Svitlana
    Amons, Sergey
    Zakharchenko, Elina
    Nechyporenko, Valentyna
    Masyk, Ihor
    Pylypenko, Viktoriia
    Kolodnenko, Nataliia
    Rozhko, Valentina
    Karpenko, Olena
    Toryanik, Valentina
    Selezen, Olena
    MODERN PHYTOMORPHOLOGY, 2023, 17 : 127 - 131
  • [10] IMPACT OF THE CROP ROTATION ON WEED INFESTATION OF SPRING BARLEY GROWN IN CONJUNCTION WITH SUGAR BEET
    Neischl, Alexander
    Zelena, Vera
    Hledik, Pavel
    Winkler, Jan
    LISTY CUKROVARNICKE A REPARSKE, 2014, 130 (01): : 24 - 27