Remote sensing of cover crop legacies on main crop N-uptake dynamics

被引:0
|
作者
Vavlas, Nikolaos-Christos [1 ]
Seubring, Thijs [2 ]
Elhakeem, Ali [1 ,3 ]
Kooistra, Lammert [2 ]
De Deyn, Gerlinde B. [1 ]
机构
[1] Wageningen Univ & Res, Soil Biol Grp, Droevendaalsesteeg 3, NL-6708 PB Wageningen, Netherlands
[2] Wageningen Univ & Res, Lab Geoinformat Sci & Remote Sensing, Wageningen, Netherlands
[3] Agrifirm Grp BV, Innovat Corridors, Apeldoorn, Netherlands
关键词
barley; crop N uptake; N cycling; soil health; temporal dynamics; UAV; MICROBIAL COMMUNITY STRUCTURE; FATTY-ACID PATTERNS; CHLOROPHYLL METER; SPECTRAL BANDS; GREEN LAI; SOIL; MANAGEMENT; BIOMASS; FIELD; DECOMPOSITION;
D O I
10.1111/ejss.13582
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Growing cover crops promotes soil health as they retain nutrients during autumn/winter and provide organic matter to the soil biota, which in turn supplies nutrients to the main crop upon mineralisation in spring. Different cover crops have varying impacts on soil biology and nutrient dynamics due to the quantity and quality of plant material returned to the soil. To understand these effects, high-resolution data on crop responses is required. In this study, remote sensing was used to provide such data. The temporal dynamics of soil nitrogen (N) availability and N uptake in barley were studied in response to different cover crop monocultures and mixtures. This was achieved using high-resolution multispectral images of the main crop acquired from an unmanned aerial vehicle. Alongside this, in-situ collected plant and soil parameters were used in this 5-year cover crop field experiment. The results showed that cover crop legacies significantly affected barley N uptake, biomass, and canopy N content. In early June, at peak canopy N, the highest values were observed in barley grown after vetch-radish or oat-radish mixtures (84 kg N/ha) and the lowest in barley grown after fallow (63 kg N) or oat (53 kg N/ha on 23rd of June). At the start of the barley growing season, soil microbial biomass was not significantly affected by the cover crop legacies. However, differential N mineralisation between cover crop legacies can be attributed to differences in microbial activity associated with cover crop quantity and quality. This research demonstrates the potential of remote sensing to monitor and understand temporal and spatial variation of crop canopy N in response to cover crop N mineralisation by the soil biota which is an important component of soil health. This approach can contribute to more efficient N use by enabling fine-tuning of the type, quantity, timing, and location of fertilisation.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] INVESTIGATION OF N-UPTAKE DYNAMICS IN WINTER CEREALS IN DEPENDENCE ON CROP YIELD
    VIELEMEYER, HP
    WEISSERT, P
    PODLESAK, W
    JAUERT, R
    [J]. ARCHIV FUR ACKER UND PFLANZENBAU UND BODENKUNDE-ARCHIVES OF AGRONOMY AND SOIL SCIENCE, 1987, 31 (10): : 647 - 655
  • [2] Using satellite remote sensing to estimate winter cover crop nutrient uptake efficiency
    Hively, W. D.
    Lang, M.
    McCarty, G. W.
    Keppler, J.
    Sadeghi, A.
    McConnell, L. L.
    [J]. JOURNAL OF SOIL AND WATER CONSERVATION, 2009, 64 (05) : 303 - 313
  • [3] Optimisation of oblique-view remote measurement of crop N-uptake under changing irradiance conditions
    Reusch, S
    [J]. PRECISION AGRICULTURE, 2003, : 573 - 578
  • [4] Effect of soil moisture and crop cover in remote sensing
    Singh, D
    Mukherjee, PK
    Sharma, SK
    Singh, KP
    [J]. SATELLITE DATA FOR ATMOSPHERE, CONTINENT AND OCEAN RESEARCH, 1996, 18 (07): : 63 - 66
  • [5] Modeling biomass growth, N-uptake and phenological development of potato crop
    Gayler, S
    Wang, E
    Priesack, E
    Schaaf, T
    Maidl, FX
    [J]. GEODERMA, 2002, 105 (3-4) : 367 - 383
  • [6] EFFECT OF SODICITY AND FERTILIZER NITROGEN ON N-UPTAKE, N-AVAILABILITY AND CROP YIELD
    NITANT, HC
    CHHILLAR, RK
    [J]. ZEITSCHRIFT FUR ACKER UND PFLANZENBAU-JOURNAL OF AGRONOMY AND CROP SCIENCE, 1983, 152 (04): : 245 - 251
  • [7] Measuring crop residue cover using remote sensing techniques
    Daughtry, CST
    McMurtrey, JE
    Chappelle, EW
    Hunter, WJ
    Steiner, JL
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 1996, 54 (1-2) : 17 - 26
  • [8] Remote sensing to monitor cover crop adoption in southeastern Pennsylvania
    Hively, W. D.
    Duiker, S.
    McCarty, G.
    Prabhakara, K.
    [J]. JOURNAL OF SOIL AND WATER CONSERVATION, 2015, 70 (06) : 340 - 352
  • [9] Remote sensing of crop residue cover and soil tillage intensity
    Daughtry, CST
    Hunt, ER
    Doraiswamy, PC
    McMurtrey, JE
    Russ, AL
    [J]. IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 2192 - 2194
  • [10] Review of Crop Residue Fractional Cover Monitoring with Remote Sensing
    Zhang Miao
    Li Qiang-zi
    Meng Ji-hua
    Wu Bing-fang
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2011, 31 (12) : 3200 - 3205