Log in

Harnessing Remote Sensing and Geographic Information Systems to Address Soil Degradation and Water Scarcity in Climate Change Era

  • RESEARCH
  • Published:
Remote Sensing in Earth Systems Sciences Aims and scope Submit manuscript

Abstract

Soil deterioration and water shortages threaten sustainable development in the climate change era, requiring new solutions. Remote sensing and GIS are crucial to tackling these interconnected concerns, as this abstract shows. Climate change and human activity worsen soil deterioration, threatening agricultural output, ecological resilience, and carbon sequestration. Remote sensing technologies including satellite imaging, UAVs, and GIS analytics help stakeholders understand soil health, land degradation, and hydrological dynamics. Algorithm development, cloud computing, and high-resolution sensors have improved remote sensing for soil erosion, salinisation, and nutrient depletion monitoring. For soil rehabilitation and nutrient management, nanofertilisers and carbon nanomaterials may improve soil structure and crop yield. Policymakers, academics, and practitioners may develop climate-resilient soil and water management methods using remote sensing, GIS, and nanotechnology. This abstract emphasises multidisciplinary cooperation and stakeholder involvement to demonstrate the transformational power of technology-driven approaches to soil health, water security, and resilience in the Anthropocene.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data Availability

Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.

References

  1. Thenkabail PS, Hanjra MA, Dheeravath V, Gumma M (2010) A holistic view of global croplands and their water use for ensuring global food security in the 21st century through advanced remote sensing and non-remote sensing approaches. Remote Sensing 2(1):211–261

    Article  Google Scholar 

  2. Hanjra MA, Qureshi ME (2010) Global water crisis and future food security in an era of climate change. Food Policy 35(5):365–377

    Article  Google Scholar 

  3. Gupta D, Sathiyasekar K, Krishnamoorthy R, Arun S, Thiyagarajan R, Padmapriya S (2022) Proposed GA algorithm with H-Heed protocol for network optimization using machine learning in wireless sensor networks, 2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS), Coimbatore, India, pp. 1402–1408, https://doi.org/10.1109/ICAIS53314.2022.9743120.

  4. Khanal G, Thapa A, Devkota N, Paudel UR (2020) A review on harvesting and harnessing rainwater: an alternative strategy to cope with drinking water scarcity. Water Supply 20(8):2951–2963

    Article  CAS  Google Scholar 

  5. AbdelRahman M (2023) An overview of land degradation, desertifcation and sustainable land management using GIS and remote sensing applications. https://doi.org/10.1007/s12210-023-01155-3

  6. Anand SJ, Krishnamoorthy R, Kumar US, Kamalakkannan D (2022) An effective hybrid mobility aware energy efficient low latency protocol (HMEL-MAC) for wireless sensor network. Cybern Syst. https://doi.org/10.1080/01969722.2022.2157598

    Article  Google Scholar 

  7. Peng J, Xu YQ, Cai YL, **ao HL (2011) The role of policies in land use/cover change since the 1970s in ecologically fragile karst areas of Southwest China: a case study on the Maotiaohe watershed. Environ Sci Policy 14(4):408–418

    Article  Google Scholar 

  8. Saljnikov E, Eulenstein F, Lavrishchev A, Mirschel W, Blum WE, McKenzie BM, Mueller L (2021) Understanding soils: their functions, use and degradation. Advances in understanding soil degradation. Springer International Publishing, Cham, pp 1–42

    Google Scholar 

  9. Lal R (2020) Managing soils for negative feedback to climate change and positive impact on food and nutritional security. Soil Sci Plant Nutrition 66(1):1–9

    Article  CAS  Google Scholar 

  10. Yilin DU, **nyu GUO, **xing LI, Yuankun LIU, Jipeng LUO, Liang Y, Tingqiang LI (2022) Elevated carbon dioxide stimulates nitrous oxide emission in agricultural soils: a global meta-analysis. Pedosphere 32(1):3–14

    Article  Google Scholar 

  11. Yuvaraj D, Kumar VP, Anandaram H, Samatha B, Krishnamoorthy R, Thiyagarajan R (2022) Secure de-duplication over wireless sensing data using convergent encryption, 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), Bangalore, India, 1-5, https://doi.org/10.1109/GCAT55367.2022.9971983.

  12. Liu M, Yuan J, Shi J, Xu J, He Y (2023) Chlorinated organic pollutants in global flooded soil and sediments: Pollution status and potential risk. Environ Pollut 323:121270. https://doi.org/10.1016/j.envpol.2023.121270

  13. Pant D, Shah KK, Sharma S, Bhatta M, Tripathi S, Pandey HP, Bhat AK (2023) Soil and ocean carbon sequestration, carbon capture, utilization, and storage as negative emission strategies for global climate change. J Soil Sci Plant Nutr 23(2):1421–1437

    Article  CAS  Google Scholar 

  14. Xu Y, Duan X, Wu Y, Fu T, Hou W, Xue S, Yi Z (2024) The efficiency and stability of soil organic carbon sequestration by perennial energy crops cultivation on marginal land depended on root traits. Soil Tillage Res 235:105909

    Article  Google Scholar 

  15. Ren F, Zhang R, Sun N, Li Y, Xu M, Zhang F, Xu W (2024) Patterns and driving factors of soil organic carbon sequestration efficiency under various manure regimes across Chinese croplands. Agr Ecosyst Environ 359:108723

    Article  CAS  Google Scholar 

  16. Li R, Wang Y, Ji W, Liu W, Li Z (2024) Water deficit limits soil organic carbon sequestration under old apple orchards in the loess-covered region. Agr Ecosyst Environ 359:108739

    Article  CAS  Google Scholar 

  17. El-Ramady H, Brevik EC, Abowaly M, Ali R, Saad Moghanm F, Gharib MS, Mansour H, Fawzy ZF, Prokisch J (2024). Soil degradation under a changing climate: management from traditional to nano-approaches. Egypt J Soil Sci. 64. https://doi.org/10.21608/EJSS.2023.248610.1686

  18. Mamontov VG (2022) Classification and causes of soil degradation by irrigation in russian steppe agrolandscapes. In: Saljnikov E, Mueller L, Lavrishchev A, Eulenstein F (eds). Advances in Understanding Soil Degradation. Innovations in Landscape Research. Springer, Cham. https://doi.org/10.1007/978-3-030-85682-3_4

  19. Lal R (2022) Soil erosion and its impacts on greenhouse gases. Global degradation of soil and water resources: regional assessment and strategies. Singapore, Springer Nature Singapore, pp 11–18

    Chapter  Google Scholar 

  20. Wang J, Zhen J, Hu W, Chen S, Lizaga I, Zeraatpisheh M, Yang X (2023) Remote sensing of soil degradation: progress and perspective. International Soil and Water Conservation Research 11:429-454. https://doi.org/10.1016/j.iswcr.2023.03.002

  21. Makaya NP, Mutanga O, Kiala Z, Dube T, Seutloali KE (2019) Assessing the potential of Sentinel-2 MSI sensor in detecting and map** the spatial distribution of gullies in a communal grazing landscape. Phys Chem Earth, Parts A/B/C 112:66–74

    Article  Google Scholar 

  22. Krishnamoorthy R, Soubache ID, Jain S (2022) Wireless communication based evaluation of power consumption for constrained energy system. Wireless Pers Commun 127:737–748. https://doi.org/10.1007/s11277-021-08402-6

    Article  Google Scholar 

  23. Kumsa A, Assen M (2022) GIS and remote sensing based land degradation assessment and map**: case study adea woreda. J Electrical Electron Eng 1(1):21–30

  24. Zhou T, Geng Y, Chen J, Pan J, Haase D, Lausch A (2020) High-resolution digital map** of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning algorithms. Sci Total Environ 729:138244

    Article  CAS  Google Scholar 

  25. Diaz-Gonzalez FA, Vuelvas J, Correa CA, Vallejo VE, Patino D (2022) Machine learning and remote sensing techniques applied to estimate soil indicators–review. Ecol Ind 135:108517

    Article  CAS  Google Scholar 

  26. Brevik EC, Pereira P, Muñoz-Rojas M, Miller BA, Cerdà A, Parras-Alcántara L, Lozano-García B (2017) Historical perspectives on soil map** and process modeling for sustainable land use management. https://doi.org/10.1016/B978-0-12-805200-6.00001-3

  27. Krishnamoorthy R, Desai A, Patel R et al (2021) 4 Element compact triple band MIMO antenna for sub-6 GHz 5G wireless applications. Wireless Netw 27:3747–3759. https://doi.org/10.1007/s11276-021-02734-8

    Article  Google Scholar 

  28. Singh A, Rajput VD, Varshney A, Sharma R, Ghazaryan K, Minkina T, Alexiou A, El-Ramady H (2023) Revolutionizing Crop Production: Nanoscale Wonders-Current Applications, Advances, and Future Frontiers. Egypt J Soil Sci. https://doi.org/10.21608/EJSS.2023.246354.1684

  29. Chaudhary V, Yadav JS, Dutta RK (2023) A critical appraisal on some geotechnical properties of soil stabilised with nano-additives. Environ Dev Sustain 26:1–64. https://doi.org/10.1007/s10668-023-03277-y

  30. Nepal J, **n X, Maltais-Landry G, Ahmad W, Pereira J, Santra S, He Z (2023) Carbon nanomaterials are a superior soil amendment for sandy soils than biochar based on impacts on lettuce growth, physiology and soil biochemical quality. NanoImpact 31:100480

    Article  CAS  Google Scholar 

  31. Kannan G, Sujatha ER (2022) A review on the choice of nano-silica as soil stabilizer. Silicon 14(12):6477–6492

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

Janjhyam Venkata Naga Ramesh contributed for literature review, Sachin Dadu Khandekar contributed to do Design, Dr. Dharavath Baburao contributed for Interpretation of results, Mangal Singh drafted the manuscript, Dr. Laxmi Biban wrote the main manuscript, Elangovan Muniyandy contributed towards preparation of figures, Nigitha Desingurajan reviewed the results. All authors reviewed the results and approved the final version of the manuscript.

Corresponding author

Correspondence to Janjhyam Venkata Naga Ramesh.

Ethics declarations

Declarations

The authors certify that they have participated sufficiently in the work to take public responsibility for the content, including participation in the concept, design, analysis, writing, or revision of the manuscript.

Ethical Approval

Not applicable.

Competing Interests

No, I declare that the authors have no competing interests as defined by Springer, or other interests that might be perceived to influence the results and/or discussion reported in this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The authors certify that this material or similar material has not been and will not be submitted to or published in any other publication before.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ramesh, J.V.N., Khandekar, S.D., Baburao, D. et al. Harnessing Remote Sensing and Geographic Information Systems to Address Soil Degradation and Water Scarcity in Climate Change Era. Remote Sens Earth Syst Sci (2024). https://doi.org/10.1007/s41976-024-00108-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s41976-024-00108-0

Keywords

Navigation