Site-Specific Management Zones Delineation Based on Apparent Soil Electrical Conductivity in Two Contrasting Fields of Southern Brazil

被引:4
|
作者
Bottega, Eduardo Leonel [1 ]
Safanelli, Jose Lucas [2 ,3 ]
Zeraatpisheh, Mojtaba [4 ,5 ]
Carneiro Amado, Telmo Jorge [6 ,8 ]
de Queiroz, Daniel Marcal [7 ]
de Oliveira, Zanandra Boff [1 ]
机构
[1] Fed Univ Santa Maria UFSM, Cachoeira do Sul Campus, BR-96506322 Cachoeira Do Sul, RS, Brazil
[2] Univ Sao Paulo, Coll Agr Luiz De Queiroz, BR-13416000 Piracicaba, SP, Brazil
[3] Woodwell Climate Res Ctr, Falmouth, MA 02540 USA
[4] Univ Vermont, Rubenstein Sch Environm & Nat Resources, 81 Carrigan Dr, Burlington, VT 05405 USA
[5] Univ Vermont, Gund Inst Environm, 210 Colchester Ave, Burlington, VT 05401 USA
[6] Fed Univ Santa Maria UFSM, Ctr Rural Sci CCR, Soil Dept, BR-97105900 Santa Maria, RS, Brazil
[7] Fed Univ Vicosa UFV, Agr Engn Dept DEA, BR-36570900 Vicosa, MG, Brazil
[8] Kansas State Univ, Agron Dept, Manhattan, KS 66506 USA
来源
AGRONOMY-BASEL | 2022年 / 12卷 / 06期
关键词
precision agriculture; soil nutrients; clay soil; sandy clay loam; SPATIAL VARIABILITY; FERTILITY ATTRIBUTES; MOISTURE;
D O I
10.3390/agronomy12061390
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Management practices that aim to increase the profitability of agricultural production with minimal environmental impact must consider within-field soil variability, and this site-specific management can be addressed by precision agriculture (PA). Thus, this work aimed to investigate which key soil attributes are distinguishable management zones (MZ) delineated based on the soil apparent electrical conductivity (ECa), using fuzzy k-means, in two fields with contrasting soil textures in southern Brazil. For this, a grid scheme (50 x 50 m) was applied to measure ECa, conduct soil sampling for analysis, and determine soybean yield. The MZ were delineated based on the ECa spatial distribution, and statistical non-parametric tests (p < 0.05) were employed to compare the soil chemical and physical attributes among MZ. The management zones were able to distinguish the average values of Clay, Silt, pH, Ca2+, Mg2+, SB, Al3+, H+ + Al3+, AS%, and BS%. In the field classified as sandy clay loam texture, management zones were able to differentiate the average values of soybean yield, Clay, Ca2+, Mg2+, SB, and CEC. Thus, this study supports the ECa as an efficient tool for delineating MZ of contrasting cropland soils in southern Brazil to understand the within-field soil variability and adjust the inputs according.
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页数:13
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