Comparative analysis of spectral indexes for soil salinity mapping in irrigated areas in a semi-arid region, Brazil

被引:8
|
作者
Barreto, Artenio Cabral [1 ]
Neto, Miguel Ferreira [1 ]
de Oliveira, Ronaldo Pereira [2 ]
Jario Moreira, Luis Clenio [3 ]
de Medeiros, Jose Francismar [1 ]
da Silva Sa, Francisco Vanies [1 ]
机构
[1] Fed Rural Univ Semiarid UFERSA, Ctr Agr Sci, Mossoro, RN, Brazil
[2] Brazilian Agr Res Corp EMBRAPA, Natl Soil Res Ctr, Rio De Janeiro, RJ, Brazil
[3] Fed Inst Sci & Technol Educ Ceara, Limoeiro Do Norte, CE, Brazil
关键词
Soil salinity; Remote sensing; Normalized differential vegetation index; SALT-AFFECTED SOILS; OASIS;
D O I
10.1016/j.jaridenv.2022.104888
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Salinization reduces agricultural yield and sustainable development in the long term. In this study, we identified the spectral index that best estimates soil salinity in the area of the Baixo-Acu irrigated perimeter in northeast Brazil. We also established how vegetation canopy and satellite image spatial resolution influence the results. The electrical conductivity of 42 sampling points was determined and correlated with 20 spectral salinity indexes. The spatial resolution influence on index response was evaluated using OLI/Landsat8 and MSI/Sentinel2 satellite images, with spatial resolutions of 30 and 10 m, respectively. They were applied to bare soil and vegetation canopy areas to assess the vegetation canopy influence on the indexes. Normalized Differential Vegetation Index greater than 0.33 indicated soils with vegetation canopy. In all analyses performed, the bare soil areas had the best results. From the 18 analyzed indexes, Sentinel2 images outperform Landsat8 images. The Soil Index-1 showed an 80.34%-determination coefficient that outperformed the other 19 indexes in soil salinity identification. These results indicate that the association of the Soil Index-1, Sentinel2 images, and the Normalized Differential Vegetation Index less than 0.33 improves the evaluation of the salinized areas.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Modeling of soil salinity within a semi-arid region using spectral analysis
    Fourati, Hela Triki
    Bouaziz, Moncef
    Benzina, Mourad
    Bouaziz, Samir
    ARABIAN JOURNAL OF GEOSCIENCES, 2015, 8 (12) : 11175 - 11182
  • [2] Modeling of soil salinity within a semi-arid region using spectral analysis
    Hela Triki Fourati
    Moncef Bouaziz
    Mourad Benzina
    Samir Bouaziz
    Arabian Journal of Geosciences, 2015, 8 : 11175 - 11182
  • [3] Spectral mixture analysis for mapping land degradation in semi-arid areas
    Tromp, M
    Epema, GF
    GEOLOGIE EN MIJNBOUW-NETHERLANDS JOURNAL OF GEOSCIENCES, 1998, 77 (02): : 153 - +
  • [4] Mapping alluvial areas in semi-arid region of Brazil through collateral data and satellite images
    Lopes, Helio L.
    Cabral, Jaime J. da S. P.
    de Araujo Filho, Jose C.
    Montenegro, Suzana M. G. L.
    REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL, 2013, 17 (07): : 763 - 769
  • [5] Soil Salinity Assessing and Mapping Using Several Statistical and Distribution Techniques in Arid and Semi-Arid Ecosystems, Egypt
    Fadl, Mohamed E.
    Jalhoum, Mohamed E. M.
    AbdelRahman, Mohamed A. E.
    Ali, Elsherbiny A.
    Zahra, Wessam R.
    Abuzaid, Ahmed S.
    Fiorentino, Costanza
    D'Antonio, Paola
    Belal, Abdelaziz A.
    Scopa, Antonio
    AGRONOMY-BASEL, 2023, 13 (02):
  • [6] Multivariate analysis of soil salination-desalination in a semi-arid irrigated district of Spain
    Mora, J. L.
    Herrero, J.
    Weindorf, D. C.
    GEODERMA, 2017, 291 : 1 - 10
  • [7] Mapping soil salinity in arid and semi-arid regions using Landsat 8 OLI satellite data
    Abuelgasim, Abdelgadir
    Ammad, Rubab
    REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2019, 13 : 415 - 425
  • [8] Improved remote sensing detection of soil salinity from a semi-arid climate in Northeast Brazil
    Bouaziz, Moncef
    Matschullat, Joerg
    Gloaguen, Richard
    COMPTES RENDUS GEOSCIENCE, 2011, 343 (11-12) : 795 - 803
  • [9] Estimation of soil salinity in semi-arid land using a geostatistical model
    Navarro-Pedreno, J.
    Jordan, M. M.
    Melendez-Pastor, I.
    Gomez, I.
    Juan, P.
    Mateu, J.
    LAND DEGRADATION & DEVELOPMENT, 2007, 18 (03) : 339 - 353
  • [10] Long-term monitoring of soil salinity in a semi-arid environment of Turkey
    Akca, Erhan
    Aydin, Mehmet
    Kapur, Selim
    Kume, Takashi
    Nagano, Takanori
    Watanabe, Tsugihiro
    Cilek, Ahmet
    Zorlu, Kemal
    CATENA, 2020, 193