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

被引:1
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
  • [21] Cover Crop Development Related to Nitrate Uptake and Cumulative Temperature
    Burger, Martin
    Dumlao, Matthew R.
    Wang, Juan
    Moradi, Barzin A.
    Horwath, William R.
    Silk, Wendy K.
    CROP SCIENCE, 2017, 57 (02) : 971 - 982
  • [22] Investigating the Role of Cover-Crop Spectra for Vineyard Monitoring from Airborne and Spaceborne Remote Sensing
    Williams, Michael
    Burnside, Niall G.
    Brolly, Matthew
    Joyce, Chris B.
    REMOTE SENSING, 2024, 16 (21)
  • [23] Spatially distributed crop model based on remote sensing
    Han, Congying
    Zhang, Baozhong
    Chen, He
    Wei, Zheng
    Liu, Yu
    AGRICULTURAL WATER MANAGEMENT, 2019, 218 : 165 - 173
  • [24] An Improved ASTER Index for Remote Sensing of Crop Residue
    Serbin, Guy
    Hunt, E. Raymond, Jr.
    Daughtry, Craig S. T.
    McCarty, Gregory W.
    Doraiswamy, Paul C.
    REMOTE SENSING, 2009, 1 (04) : 971 - 991
  • [25] Use of remote sensing data to assist crop modeling
    Oppelt, Natascha M.
    JOURNAL OF APPLIED REMOTE SENSING, 2010, 4
  • [26] Potassium dynamics in crop residues of cover plants in Cerrado
    Rodrigues Torres, Jose Luiz
    Pereira, Marcos Gervasio
    REVISTA BRASILEIRA DE CIENCIA DO SOLO, 2008, 32 (04): : 1609 - 1618
  • [27] Monitoring Crop Evapotranspiration and Crop Coefficients over an Almond and Pistachio Orchard Throughout Remote Sensing
    Bellvert, Joaquim
    Adeline, Karine
    Baram, Shahar
    Pierce, Lars
    Sanden, Blake L.
    Smart, David R.
    REMOTE SENSING, 2018, 10 (12)
  • [28] Growth, nitrogen fixation, and nutrient uptake of hairy vetch as a cover crop in a subtropical region
    Anugroho, Fajri
    Kitou, Makoto
    Nagumo, Fujio
    Kinjo, Kazutoshi
    Tokashiki, Yoshihiro
    WEED BIOLOGY AND MANAGEMENT, 2009, 9 (01) : 63 - 71
  • [29] Cover crop mixtures increase ecosystem multifunctionality in summer crop rotations with low N fertilization
    Beatriz Restovich, Silvina
    Enrique Andriulo, Adrian
    Isabel Portela, Silvina
    AGRONOMY FOR SUSTAINABLE DEVELOPMENT, 2022, 42 (02)
  • [30] SATELLITE REMOTE SENSING ANALYSIS TO SUPPORT WINTER COVER CROP CONSERVATION PROGRAM MANAGEMENT IN MARYLAND, USA.
    Hively, W. Dean
    Jennewein, Jyoti
    Thieme, Alison
    Lamb, Brian T.
    McCarty, Greg
    Mirsky, Steven
    Keppler, Jason
    IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024, 2024, : 2681 - 2684