Skip to main content
Log in

Implication of Remote Sensing Data under GIS Environment for Appraisal of Irrigation System Performance

  • Published:
Water Resources Management Aims and scope Submit manuscript

Abstract

Poor irrigation management is a common issue of irrigated agriculture. Assessment of irrigation system performance is essential to improve the irrigation system, which requires real-time data. Satellite data has been found the best alternate. This manuscript presents a methodology to assess irrigation system performance using combination of satellite and ground data. The developed methodology was applied on a canal system of Punjab Pakistan. High resolution satellite images were processed to images of normalized difference vegetation index (NDVI), evaporative fraction (EF) and evapotranspiration (ET). These images in combination with ground data provided information on pixel to pixel vegetated area, water availability/ requirement consequently the irrigation system performance indicators. The results revealed that potential water requirement of the area was 401.66 million cubic meters (MCM) and available canal water supply was 247.14 MCM, thus indicating shortage of 38%. Adequacy of the system was found to be 74% while its reliability varied from 35–73%. Average coefficient of variance (Cv) was found 0.43 showing poor reliability of the system. Performance in equity terms revealed that head areas of irrigation channels were receiving more water supplies than the tail areas. Strong correlation was found between crop yields and water supplies i.e., crop yield was strongly dependent on water supplied (R2 = 0.80).

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

Access this article

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
Fig. 7
Fig. 8

Similar content being viewed by others

Data Availability

Data is available on demand.

References

  • Akbari M, Toomanian N, Droogers P, Bastiaanssen W, Gieske A (2007) Monitoring irrigation performance in Esfahan, Iran, using NOAA satellite imagery. Agric Water Manag 88:99–109

    Article  Google Scholar 

  • Alexandridis T, Asif S, Ali S (1999) Water performance indicators using satellite imagery for the Fordwah Eastern Sadiqia (South) Irrigation and Drainage Project. International Water Management Institute

  • Basharat M, Umair Ali S, Azhar AH (2014) Spatial variation in irrigation demand and supply across canal commands in Punjab: a real integrated water resources management challenge. Water Policy 16:397–421

    Article  Google Scholar 

  • Bastiaanssen WGM (2000) SEBAL-based sensible and latent heat fluxes in the irrigated Gediz Basin. Turkey J Hydrol 229:87–100

    Article  Google Scholar 

  • Bastiaanssen WGM, Bos MG (1999) Irrigation performance indicators based on remotely sensed data: A review of literature. Irrig Drain Syst 13:291–311

    Article  Google Scholar 

  • Bastiaanssen WGM, Menenti M, Feddes RA, Holtslag AAM (1998) A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation. J Hydrol 212:198–212

    Article  Google Scholar 

  • Bellvert J, Adeline K, Baram S, Pierce L, Sanden BL, Smart DR (2018) Monitoring crop evapotranspiration and crop coefficients over an almond and pistachio orchard throughout remote sensing. Remote Sens 10:2001

    Article  Google Scholar 

  • Bocchiola D (2015) Impact of potential climate change on crop yield and water footprint of rice in the Po valley of Italy. Agric Syst 139:223–237

    Article  Google Scholar 

  • Brutsaert W, Chen D (1996) Diurnal variation of surface fluxes during thorough drying (or severe drought) of natural prairie. Water Resour Res 32:2013–2019

    Article  Google Scholar 

  • Byerlee D, De Janvry A, Sadoulet E, Townsend R, Klytchnikova I (2008) World development report 2008: agriculture for development. The World Bank, World. https://doi.org/10.1596/978-0-8213-7235-7

    Article  Google Scholar 

  • Droogers P, Bastiaanssen W (2002) Irrigation performance using hydrological and remote sensing modeling. J Irrig Drain Eng 128:11–18

    Article  Google Scholar 

  • Food and Agriculture Organization (FAO) (2017) Water for Sustainable Food and Agriculture Water for Sustainable Food and Agriculture. In A report produced for the G20 Presidency of Germany. www.fao.org/publications

  • Gedney N, Cox P, Betts R, Boucher O, Huntingford C, Stott P (2006) Detection of a direct carbon dioxide effect in continental river runoff records. Nature 439(7078):835–838

    Article  Google Scholar 

  • Gheewala SH, Silalertruksa T, Nilsalab P, Mungkung R, Perret SR, Chaiyawannakarn N (2014) Water footprint and impact of water consumption for food, feed, fuel crops production in Thailand. Water 6:1698–1718

    Article  Google Scholar 

  • Gillespie A, Rokugawa S, Matsunaga T, Cothern JS, Hook S, Kahle AB (1998) A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images. IEEE Trans Geosci Remote Sens 36:1113–1126

    Article  Google Scholar 

  • Glenn EP, Neale CMU, Hunsaker DJ, Nagler PL (2011) Vegetation index-based crop coefficients to estimate evapotranspiration by remote sensing in agricultural and natural ecosystems. Hydrol Process 25:4050–4062

    Article  Google Scholar 

  • Jackson RD (1985) Evaluating evapotranspiration at local and regional scales. Proc IEEE 73:1086–1096

    Article  Google Scholar 

  • Kochhar K, Pattillo CA, Sun YM, Suphaphiphat N, Swiston AJ, Tchaidze R, Clements BJ, Fabrizio S, Flamini V, Redifer L, Finger H (2015) Is the glass half empty or half full?: Issues in managing water challenges and policy instruments. International Monetary Fund

  • Latif M (2007) Spatial productivity along a canal irrigation system in Pakistan. Irrig Drain J Int Comm Irrig Drain 56:509–521

    Google Scholar 

  • Latif M, Ahmad MZ (2007) Integrated water resources management for sustainable development in a selected canal command in Pakistan. Center of Excellence in water Resources Engineering, UET Lahore/ Higher Education Commission Islamabad, Lahore

  • Lee SK, Dang TA (2017) Water requirement for rice crops in the context of changing climate: a case study in the Long Xuyen Quadrangle, Vietnam. Res Crops 18:595–604. https://doi.org/10.5958/2348-7542.2017.00101.2

    Article  Google Scholar 

  • Lee SK, Dang TA (2018) Predicting future water demand for Long Xuyen Quadrangle under the impact of climate variability. Acta Geophys 66:1081–1092

    Article  Google Scholar 

  • Lovarelli D, Bacenetti J, Fiala M (2016) Water Footprint of crop productions: A review. Sci Total Environ 548:236–251

    Article  Google Scholar 

  • Ren J, Chen Z, Zhou Q, Tang H (2008) Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. Int J Appl Earth Obs Geoinf 10:403–413

    Article  Google Scholar 

  • Reyes-González A, Kjaersgaard J, Trooien T, Hay C, Ahiablame L (2018) Estimation of crop evapotranspiration using satellite remote sensing-based vegetation index. Adv Meteorol 2018

  • Reyes-González A, Kjaersgaard J, Trooien T, Hay C, Ahiablame L (2017) Comparative analysis of METRIC model and atmometer methods for estimating actual evapotranspiration. Int J Agron 2017

  • Rizvi SA (2014) Performance Characterization of an Irrigation System Using Satellite Remote Sensing and GIS Techniques. CEWRE, University of Engg. & Technology Lahore, Lahore

  • Rizvi SA, Latif M, Ahmad S (2012) Mapping spatial disparity of canal water distribution under irrigated cropping environment using satellite imageries. Int J Environ Sci Technol 9. https://doi.org/10.1007/s13762-012-0059-1

  • Sakthivadivel R, Thiruvengadachari S, Bastiaanssen UAWGM, Molden D (1999) Performance evaluation of the Bhakra irrigation system, India, using remote sensing and GIS techniques. IWMI

  • Shakir AS, Khan NM, Qureshi MM (2010) Canal water management: case study of upper Chenab Canal in Pakistan. Irrig Drain J Int Comm Irrig Drain 59:76–91

    Google Scholar 

  • Shakir AS, ur Rehman H, Khan NM, Qazi AU (2016) Impact of canal water shortages on groundwater in the Lower Bari Doab Canal System in Pakistan. Pakistan J Eng Appl Sci

  • Shuttleworth WJ, Gurney RJ, Hsu AY, Ormsby JP (1989) FIFE: the variation in energy partition at surface flux sites. IAHS Publ 186:523

    Google Scholar 

  • Vörösmarty CJ, McIntyre PB, Gessner MO, Dudgeon D, Prusevich A, Green P, Glidden S, Bunn SE, Sullivan CA, Liermann CR (2010) Global threats to human water security and river biodiversity. Nature 467(7315):555–561

    Article  Google Scholar 

Download references

Acknowledgements

The authors are indebted to the Higher Education Commission of Pakistan who provided support to conduct this research study.

Author information

Authors and Affiliations

Authors

Contributions

Sultan Ahmad Rizvi: Conceptualization, Investigation, Methodology, Data- acquisition and analysis, Original draft preparation; Abdul Sattar Shakir: Supervision; Muhammad Latif: Abstract writing, review of write up; Afeef Ahmad: Preparation of GIS data base, Tables and figures setting; Addressing reviewer’s comments; Aftab Ahmad Khan: GIS data analysis and interpretation; Waqas Nasim: Validation of results; Muhammad Riaz Gondal: Reviewing and Editing.

Corresponding author

Correspondence to Sultan Ahmad Rizvi.

Ethics declarations

Ethics Approval

Not Applicable.

Consent to Participate

Not Applicable.

Consent for Publication

All author/ co-author hereby agree for publication in the journal “Water Resources Management”.

Conflict of Interest

We declare no conflict of interest.

Additional information

Publisher's Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rizvi, S.A., Ahmad, A., Latif, M. et al. Implication of Remote Sensing Data under GIS Environment for Appraisal of Irrigation System Performance. Water Resour Manage 35, 4909–4926 (2021). https://doi.org/10.1007/s11269-021-02979-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11269-021-02979-0

Keywords

Navigation