IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v12y2022i9p1490-d917567.html
   My bibliography  Save this article

Sentinel-2 Satellite Imagery-Based Assessment of Soil Salinity in Irrigated Rice Fields in Portugal

Author

Listed:
  • Romeu Gerardo

    (Department of Civil Engineering, Faculty of Sciences and Technology, University of Coimbra, Rua Luís Reis Santos, 3030-788 Coimbra, Portugal
    MARE—Marine and Environmental Sciences Centre/ARNET—Aquatic Research Network, University of Coimbra, 3030-790 Coimbra, Portugal)

  • Isabel P. de Lima

    (Department of Civil Engineering, Faculty of Sciences and Technology, University of Coimbra, Rua Luís Reis Santos, 3030-788 Coimbra, Portugal
    MARE—Marine and Environmental Sciences Centre/ARNET—Aquatic Research Network, University of Coimbra, 3030-790 Coimbra, Portugal)

Abstract

Salinization is a major soil degradation threat in irrigated lands worldwide. In Portugal, it affects several pockets of irrigated agricultural areas, but the spatial distribution and intensity of soil salinity are not well known. Unlike conventional approaches to appraise soil salinity, remote sensing multispectral data have great potential for detecting, monitoring, and investigating soil salinity problems in agricultural areas. This study explores the assessment of soil salinity in irrigated rice cultivation fields using two types of multispectral-based indices calculated from Sentinel-2 satellite imagery: (i) vegetation indices (Normalized Difference Vegetation Index, Green Normalized Difference Vegetation Index, Generalized Difference Vegetation Index and Soil Adjusted Vegetation Index), to monitor the indirect effect of salinity on rice growth; and (ii) salinity indicators, namely those based on visible and near-infrared bands (Normalized Difference Salinity Index) and on shortwave infrared bands (Salinity Index ASTER). The data are for the Lower Mondego Valley (Central Portugal) and the period 2017–2018. Results revealed that salinity indices can be used for mapping soil salinity and constitute a valuable soil salinity assessment tool in rice cultivation areas affected by salinity issues. As there is less reported inventorying of spatial extent of such degradation in irrigated agricultural areas of Portugal, this innovative approach allowed by remote sensing technology can add to understanding the spatial extent of such areas and undertaking more such studies spatially and temporally.

Suggested Citation

  • Romeu Gerardo & Isabel P. de Lima, 2022. "Sentinel-2 Satellite Imagery-Based Assessment of Soil Salinity in Irrigated Rice Fields in Portugal," Agriculture, MDPI, vol. 12(9), pages 1-20, September.
  • Handle: RePEc:gam:jagris:v:12:y:2022:i:9:p:1490-:d:917567
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/12/9/1490/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/12/9/1490/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hamideh Nouri & Sattar Chavoshi Borujeni & Sina Alaghmand & Sharolyn J. Anderson & Paul C. Sutton & Somayeh Parvazian & Simon Beecham, 2018. "Soil Salinity Mapping of Urban Greenery Using Remote Sensing and Proximal Sensing Techniques; The Case of Veale Gardens within the Adelaide Parklands," Sustainability, MDPI, vol. 10(8), pages 1-14, August.
    2. Tharani Gopalakrishnan & Lalit Kumar, 2021. "Linking Long-Term Changes in Soil Salinity to Paddy Land Abandonment in Jaffna Peninsula, Sri Lanka," Agriculture, MDPI, vol. 11(3), pages 1-12, March.
    3. Khan, Nasir M. & Rastoskuev, Victor V. & Sato, Y. & Shiozawa, S., 2005. "Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators," Agricultural Water Management, Elsevier, vol. 77(1-3), pages 96-109, August.
    4. Ramos, Tiago B. & Castanheira, Nádia & Oliveira, Ana R. & Paz, Ana Marta & Darouich, Hanaa & Simionesei, Lucian & Farzamian, Mohammad & Gonçalves, Maria C., 2020. "Soil salinity assessment using vegetation indices derived from Sentinel-2 multispectral data. application to Lezíria Grande, Portugal," Agricultural Water Management, Elsevier, vol. 241(C).
    5. Konukcu, F. & Gowing, J.W. & Rose, D.A., 2006. "Dry drainage: A sustainable solution to waterlogging and salinity problems in irrigation areas?," Agricultural Water Management, Elsevier, vol. 83(1-2), pages 1-12, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hesham M. Aboelsoud & Mohamed A. E. AbdelRahman & Ahmed M. S. Kheir & Mona S. M. Eid & Khalil A. Ammar & Tamer H. Khalifa & Antonio Scopa, 2022. "Quantitative Estimation of Saline-Soil Amelioration Using Remote-Sensing Indices in Arid Land for Better Management," Land, MDPI, vol. 11(7), pages 1-19, July.
    2. Tharani Gopalakrishnan & Lalit Kumar, 2020. "Modeling and Mapping of Soil Salinity and its Impact on Paddy Lands in Jaffna Peninsula, Sri Lanka," Sustainability, MDPI, vol. 12(20), pages 1-15, October.
    3. Ren, Dongyang & Xu, Xu & Engel, Bernard & Huang, Quanzhong & Xiong, Yunwu & Huo, Zailin & Huang, Guanhua, 2021. "A comprehensive analysis of water productivity in natural vegetation and various crops coexistent agro-ecosystems," Agricultural Water Management, Elsevier, vol. 243(C).
    4. Feng Tian & Haibin Shi & Qingfeng Miao & Ruiping Li & Jie Duan & Xu Dou & Weiying Feng, 2023. "Soil Water and Salt Transport in Severe Saline–Alkali Soil after Ditching under Subsurface Pipe Drainage Conditions," Agriculture, MDPI, vol. 13(12), pages 1-20, November.
    5. Singh, Ajay, 2016. "Managing the water resources problems of irrigated agriculture through geospatial techniques: An overview," Agricultural Water Management, Elsevier, vol. 174(C), pages 2-10.
    6. Thomas Spencer & Tihomir Ancev & Jeff Connor, 2009. "Improving Cost Effectiveness of Irrigation Zoning for Salinity Mitigation by Introducing Offsets," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(10), pages 2085-2100, August.
    7. Vandersypen, K. & Keita, A.C.T. & Coulibaly, B. & Raes, D. & Jamin, J.-Y., 2007. "Drainage problems in the rice schemes of the Office du Niger (Mali) in relation to water management," Agricultural Water Management, Elsevier, vol. 89(1-2), pages 153-160, April.
    8. Marlet, Serge & Bouksila, Fethi & Bahri, Akissa, 2009. "Water and salt balance at irrigation scheme scale: A comprehensive approach for salinity assessment in a Saharan oasis," Agricultural Water Management, Elsevier, vol. 96(9), pages 1311-1322, September.
    9. Mohamed E. El-Sharnouby & Metwally M. Montaser & Sliai M. Abdallah, 2021. "Oil and Flower Production in Rosa damascena trigintipetala Dieck under Salinity Stress in Taif Region, Saudi Arabia," Sustainability, MDPI, vol. 13(8), pages 1-8, April.
    10. Ajay Singh & Sudhindra Panda, 2013. "Optimization and Simulation Modelling for Managing the Problems of Water Resources," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(9), pages 3421-3431, July.
    11. Qiaonan Yang & Can Hu & Jie Li & Xiaokang Yi & Yichuan He & Jie Zhang & Zhilin Sun, 2021. "A Separation and Desalination Process for Farmland Saline-Alkaline Water," Agriculture, MDPI, vol. 11(10), pages 1-16, October.
    12. Gowing, J.W. & Rose, D.A. & Ghamarnia, H., 2009. "The effect of salinity on water productivity of wheat under deficit irrigation above shallow groundwater," Agricultural Water Management, Elsevier, vol. 96(3), pages 517-524, March.
    13. Chowdary, V.M. & Chandran, R. Vinu & Neeti, N. & Bothale, R.V. & Srivastava, Y.K. & Ingle, P. & Ramakrishnan, D. & Dutta, D. & Jeyaram, A. & Sharma, J.R. & Singh, Ravindra, 2008. "Assessment of surface and sub-surface waterlogged areas in irrigation command areas of Bihar state using remote sensing and GIS," Agricultural Water Management, Elsevier, vol. 95(7), pages 754-766, July.
    14. Min Ma & Yi Hao & Qingchun Huang & Yongxin Liu & Liancun Xiu & Qi Gao, 2024. "Soil Salinity Estimation by 3D Spectral Space Optimization and Deep Soil Investigation in the Songnen Plain, Northeast China," Sustainability, MDPI, vol. 16(5), pages 1-26, March.
    15. Mohamed Elhedi Gharsallah & Hamouda Aichi & Talel Stambouli & Zouhair Ben Rabah & Habib Ben Hassine, 2022. "Assessment and mapping of soil salinity using electromagnetic induction and Landsat 8 OLI remote sensing data in an irrigated olive orchard under semi-arid conditions," Soil and Water Research, Czech Academy of Agricultural Sciences, vol. 17(1), pages 15-28.
    16. Turunen, M. & Warsta, L. & Paasonen-Kivekäs, M. & Nurminen, J. & Myllys, M. & Alakukku, L. & Äijö, H. & Puustinen, M. & Koivusalo, H., 2013. "Modeling water balance and effects of different subsurface drainage methods on water outflow components in a clayey agricultural field in boreal conditions," Agricultural Water Management, Elsevier, vol. 121(C), pages 135-148.
    17. Zixuan Zhang & Beibei Niu & Xinju Li & Xingjian Kang & Zhenqi Hu, 2022. "Estimation and Dynamic Analysis of Soil Salinity Based on UAV and Sentinel-2A Multispectral Imagery in the Coastal Area, China," Land, MDPI, vol. 11(12), pages 1-21, December.
    18. Tharani Gopalakrishnan & Lalit Kumar, 2021. "Linking Long-Term Changes in Soil Salinity to Paddy Land Abandonment in Jaffna Peninsula, Sri Lanka," Agriculture, MDPI, vol. 11(3), pages 1-12, March.
    19. Jiawen Hou & Mao Ye, 2022. "Effects of Dynamic Changes of Soil Moisture and Salinity on Plant Community in the Bosten Lake Basin," Sustainability, MDPI, vol. 14(21), pages 1-13, October.
    20. Huang, Yajie & Ma, Yibing & Zhang, Shiwen & Li, Zhen & Huang, Yuanfang, 2021. "Optimum allocation of salt discharge areas in land consolidation for irrigation districts by SahysMod," Agricultural Water Management, Elsevier, vol. 256(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:12:y:2022:i:9:p:1490-:d:917567. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.