Spatial variability in orchards after land transformation: Consequences for precision agriculture practices

被引:18
|
作者
Uribeetxebarria, Asier [1 ]
Daniele, Elisa [2 ]
Escola, Alexandre [1 ]
Arno, Jaume [1 ]
Martinez-Casasnovas, Jose A. [1 ]
机构
[1] Univ Lleida, Agrotecnio Ctr, Res Grp AgroICT & Precis Agr, Ave Rovira Roure 191, Lleida 25198, Catalonia, Spain
[2] Univ Padua, Dept Land Environm Agr & Forestry, Padua, Veneto, Italy
关键词
Land use change; Apparent electrical conductivity; Vegetation index; Potential management zones; MANOVA; APPARENT ELECTRICAL-CONDUCTIVITY; SITE-SPECIFIC MANAGEMENT; SOIL PROPERTIES; REMOTE; DETERMINANTS; TRAJECTORIES; PLANTATIONS; VEGETATION; EXPANSION; QUALITY;
D O I
10.1016/j.scitotenv.2018.04.153
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The change from traditional to a more mechanized and technical agriculture has involved, in many cases, land transformations. This has supposed alteration of landforms and soils, with significant consequences. The effects of induced soil variability and the subsequent implications in site-specific crop management have not been sufficiently studied.The present work investigated the application of a resistivity soil sensor (Veris 3100), to map the apparent electrical conductivity (ECa), and detailed multispectral airborne images to analyse soil and crop spatial variability to assist in site-specific orchard management. The study was carried out in a peach orchard (Prunus persicct (L.) Stokes), in an area transformed in the 1980 decade to change from rainfed arable crops to irrigated orchards. A total of 40 soil samples at two depths (0-30 cm and 30-60 cm) were analysed and compared to ECa and the normalised difference vegetation index (NDVI). Two types of statistical analysis were performed between ECa or NDVI classes with soil properties: a linear correlation analysis and multivariate analysis of variance (MANOVA).The results showed that the land transformation altered the spatial distribution and continuity of soil properties. Although a relationship between ECa and peach tree vigour could be expected, it was not found, even in the case of trees planted in soils with salts content above the tolerance threshold. Two types of management zones were proposed: a) zones delineated according to ECa classes to leach salts in the high ECa zones, and b) zones delineated according to NDVI classes to regulate tree vigour and yield. These strategies respond to the alteration of the original soil functions due to the land transformation carried out in previous years. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:343 / 352
页数:10
相关论文
共 21 条
  • [11] Geophysical and contamination assessment of soil spatial variability for sustainable precision agriculture in Omu-Aran farm, Northcentral Nigeria
    Kayode, O. T.
    Aizebeokhai, A. P.
    Odukoya, A. M.
    HELIYON, 2022, 8 (02)
  • [12] Precision agriculture in dryland: spatial variability of crop yield and roles of soil surveys, areal photos, and digital elevation models
    Nachabe, M
    Ahuja, L
    Shaffer, M
    Ascough, J
    Flynn, B
    Cipra, J
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY, 1998, 3499 : 443 - 444
  • [13] Adopting Precision Agriculture Strategies to Survey the Effect of Tillage Systems on Crop Growth Under High Spatial Variability Soil Conditions
    Sozzi, Marco
    Cillis, Donato
    Marinello, Francesco
    Sartori, Luigi
    ERCIM NEWS, 2018, (113): : 21 - 22
  • [14] Temporal-spatial transformation characteristics of land use types in composite area of ore-agriculture-urban in Loess Area
    School of Land Science and Technology, China University of Geosciences, Beijing
    100083, China
    不详
    100035, China
    Nongye Gongcheng Xuebao, 7 (238-246):
  • [15] Effects of the change from forest to agriculture land use on the spatial variability of summer extreme daily flow characteristics in southern Quebec (Canada)
    Muma, Mushombe
    Assani, Ali A.
    Landry, Raphaelle
    Quessy, Jean-Francois
    Mesfioui, Mhamed
    JOURNAL OF HYDROLOGY, 2011, 407 (1-4) : 153 - 163
  • [16] Laser-induced breakdown spectroscopy (LIBS) as an analytical tool in precision agriculture: Evaluation of spatial variability of soil fertility in integrated agricultural production systems
    Babos, Diego V.
    Tadini, Amanda M.
    De Morais, Carla P.
    Barreto, Bianca B.
    Carvalho, Mayara A. R.
    Bernardi, Alberto C. C.
    Oliveira, Patricia P. A.
    Pezzopane, Jose R. M.
    Milori, Debora M. B. P.
    Martin-Neto, Ladislau
    CATENA, 2024, 239
  • [17] Consequences of kriging and land use regression for PM2.5 predictions in epidemiologic analyses: insights into spatial variability using high-resolution satellite data
    Stacey E Alexeeff
    Joel Schwartz
    Itai Kloog
    Alexandra Chudnovsky
    Petros Koutrakis
    Brent A Coull
    Journal of Exposure Science & Environmental Epidemiology, 2015, 25 : 138 - 144
  • [18] Consequences of kriging and land use regression for PM2.5 predictions in epidemiologic analyses: insights into spatial variability using high-resolution satellite data
    Alexeeff, Stacey E.
    Schwartz, Joel
    Kloog, Itai
    Chudnovsky, Alexandra
    Koutrakis, Petros
    Coull, Brent A.
    JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2015, 25 (02) : 138 - 144
  • [19] Advances in precision agriculture in south-eastern Australia. III. Interactions between soil properties and water use help explain spatial variability of crop production in the Victorian Mallee
    Armstrong, R. D.
    Fitzpatrick, J.
    Rab, M. A.
    Abuzar, M.
    Fisher, P. D.
    O'Leary, G. J.
    CROP & PASTURE SCIENCE, 2009, 60 (09): : 870 - 884
  • [20] Advances in precision agriculture in south-eastern Australia. IV. Spatial variability in plant-available water capacity of soil and its relationship with yield in site-specific management zones
    Rab, M. A.
    Fisher, P. D.
    Armstrong, R. D.
    Abuzar, M.
    Robinson, N. J.
    Chandra, S.
    CROP & PASTURE SCIENCE, 2009, 60 (09): : 885 - 900