Management Zones in Pastures Based on Soil Apparent Electrical Conductivity and Altitude: NDVI, Soil and Biomass Sampling Validation

被引:12
|
作者
Serrano, Joao [1 ]
Shahidian, Shakib [1 ]
Paixao, Luis [2 ]
Marques da Silva, Jose [1 ,2 ]
Moral, Francisco [3 ]
机构
[1] Univ Evora, MED Mediterranean Inst Agr Environm & Dev, Inst Invest & Formacao Avancada IIFA, Polo Mitra, Ap 94, P-7006554 Evora, Portugal
[2] AgroInsider Lda, P-7005841 Evora, Portugal
[3] Univ Extremadura, Dept Expres Graf, Escuela Ingn & Ind, Ave Elvas S-N, Badajoz 06006, Spain
来源
AGRONOMY-BASEL | 2022年 / 12卷 / 04期
关键词
montado ecosystem; sensors; EM38; active optical sensor; site-specific management; DELINEATION; PRODUCTIVITY;
D O I
10.3390/agronomy12040778
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The intensification of the Montado mixed ecosystem (agro-silvo-pastoral) is a current endeavor in the context of promoting the sustainability of extensive livestock production in the Mediterranean region. Increased pasture productivity and extensive animal production involves the use of technologies to monitor spatial variability and to implement differentiated management of pasture grazing, fertilization or soil amendment. An intermediate step should lead to the identification and demarcation of areas with similar characteristics (soil and/or crop development), known as homogeneous management zones (HMZ) to implement site-specific management strategies. In this study, soil apparent electrical conductivity (ECa) and altimetry surveys were carried out in six experimental pasture fields with a non-contact electromagnetic induction sensor (EM38) associated with a Global Navigation Satellite System (GNSS) receiver. These ECa and topographic maps were used in geostatistical analyses for designing and establishing final classification maps with three HMZ (less, intermediate and more potential). The normalized difference vegetation index (NDVI), obtained from a proximal optical sensor, and soil and biomass sampling were used to validate these HMZ. From a practical perspective, these HMZ are the basis for preparation of fertilizer prescription maps and use of variable rate technology (VRT) in a Precision Agriculture project.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Monitoring management-induced spatio-temporal changes in soil quality through soil sampling directed by apparent electrical conductivity
    Corwin, DL
    Lesch, SM
    Oster, JD
    Kaffka, SR
    GEODERMA, 2006, 131 (3-4) : 369 - 387
  • [22] Evaluating soil color with farmer input and apparent soil electrical conductivity for management zone delineation
    Fleming, KL
    Heermann, DF
    Westfall, DG
    AGRONOMY JOURNAL, 2004, 96 (06) : 1581 - 1587
  • [23] Apparent soil electrical conductivity measurements in agriculture
    Corwin, DL
    Lesch, SM
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 46 (1-3) : 11 - 43
  • [24] Can soil electrical conductivity support targeted soil sampling?
    Domsch, H
    Kaiser, T
    Witzke, K
    Sachse, H
    CONFERENCE: AGRICULTURAL ENGINEERING, 2003, 2003, 1798 : 291 - 297
  • [25] Relevance of NDVI, soil apparent electrical conductivity and topography for variable rate irrigation zoning in an olive grove
    Vanderlinden, K.
    Martinez, G.
    Ramos, M.
    Mateos, L.
    PRECISION AGRICULTURE, 2024, 25 (06) : 3086 - 3108
  • [26] Soil apparent electrical conductivity and geographically weighted regression for mapping soil
    Terron, J. M.
    Marques da Silva, J. R.
    Moral, F. J.
    Garcia-ferrer, Alfonso
    PRECISION AGRICULTURE, 2011, 12 (05) : 750 - 761
  • [27] Method for variable rate irrigation management zone delineation based on apparent soil electrical conductivity
    Li M.
    Sun Y.
    Yan H.
    Wang C.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2020, 36 (22): : 172 - 180
  • [28] Soil apparent electrical conductivity and geographically weighted regression for mapping soil
    J. M. Terrón
    J. R. Marques da Silva
    F. J. Moral
    Alfonso García-Ferrer
    Precision Agriculture, 2011, 12 : 750 - 761
  • [29] Site-specific management zones based on soil electrical conductivity in a semiarid cropping system
    Johnson, CK
    Mortensen, DA
    Wienhold, BJ
    Shanahan, JF
    Doran, JW
    AGRONOMY JOURNAL, 2003, 95 (02) : 303 - 315
  • [30] MAPPING SOIL PROPERTIES AND DELINEATING MANAGEMENT ZONES BASED ON ELECTRICAL CONDUCTIVITY IN A HEDGEROW OLIVE GROVE
    Millan, S.
    Moral, F. J.
    Prieto, M. H.
    Perez-Rodriguez, J. M.
    Campillo, C.
    TRANSACTIONS OF THE ASABE, 2019, 62 (03) : 749 - 760