Evaluating Soil Fertility Degradation Due to Crop Residue Burning: Implications for Sustainable Agriculture

Authors

  • Suhad M. Al-Hedny
  • Qassim A. Talib Al-Shujairy
  • Anmar Hamoudi Kadhim

DOI:

https://doi.org/10.22399/ijcesen.1676

Keywords:

Soil fertility, Crops residues burning, NBR, dNBR NDVI GEE FIRMS

Abstract

Crop burning is an age-old issue that is practiced by farmers mostly for clearing the fields. This practice causes environmental pollution ranging from reducing soil fertility to human health. This study utilized multi-geospatial processing platforms: Google Earth Engine (GEE) and Fire Information for Resource Management System (FIRMS) to derive Normalized burn ratio (NBR), and pre/post-fire ΔNBR for  2015 and 2023 to identify burnt fields and changes in burning practices. Further, the study relied upon on-field data to assess soil properties pre/post-fire date of 2023 in selected fields within Babil governorate. Overall, the study found that the leveraging of cloud-based geospatial platforms performed well in detecting burnt fields with a noticeable decrease in fire hotspots of 2023 when compared to 2015. The results of pre/post burning analysis soil samples showed that soil nutrients are declined. Among the measured soil properties, Nitrogen and soil organic matter are highly declined in average of 30% for nitrogen and 45% for O.M. While the average of decreasing in CEC and CaCO3 ranged from 5 to 15%. A slightly increased are observed for pH, salinity, Ca, Na, Mg, and Potassium.  Open wheat field burning depletes soil organic matters and nutrients contents and away all the essential that make the topsoil healthy. The fire severity classification results indicated a dominant of low severity class over all selected Wheat-cultivated fields with value ranged from 22 to 86% of the burned area. A low correspondence was observed for low to moderate severity class with accuracy of 47.58%, suggesting high misidentification of these classes. Moreover, the study findings confirmed the effectiveness of utilizing multi- processing platforms approaches to overcome the misidentification of residue burnt fields.

References

[1] Kumar, N., Chaudhary, A., Ahlawat, O. P., Naorem, A., et al. (2023). Crop residue management challenges, opportunities, and way forward for sustainable food-energy security in India: A review. Soil and Tillage Research. Elsevier.

[2] Lin, M., & Begho, T. (2022). Crop residue burning in South Asia: A review of the scale, effect, and solutions with a focus on reducing reactive nitrogen losses. Journal of Environmental Management. Elsevier.

[3] Adhikari, N. P., & Denich, M. (2019). Potential of crop residues for energy production in Nepal. Journal of the Institute of Engineering, 15(3), 9–15.

[4] Das, B., Bhave, P. V., Puppala, S. P., Shakya, K., Maharjan, B., & Byanju, R. M. (2020). A model-ready emission inventory for crop residue open burning in the context of Nepal. Environmental Pollution, 266, 115069.

[5] Srimuang, R., Mihara, M., & Komamura, M. (2004). Burning effects on soil and water environment in lower watersheds of Nan River, Thailand. Journal of Arid Land Studies, 14(S), 21–24.

[6] Lal, R. (2010). Soil degradation and food security in South Asia. In Climate Change and Food Security in South Asia (pp. 137–152). Springer, Dordrecht.

[7] Goswami, S. B., Mondal, R., & Mandi, S. K. (2020). Crop residue management options in rice–rice system: A review. Archives of Agronomy and Soil Science, 66(9), 1218–1234.

[8] Nawaz, A., Farooq, M., Ul-Allah, S., Gogoi, N., Lal, R., & Siddique, K. H. (2021). Sustainable soil management for food security in South Asia. Journal of Soil Science and Plant Nutrition, 21(1), 258–275.

[9] Agarwal, A., Dintwa, E., & Joshi, P. (2016). Analysis of agro-residue burning and present scenario in key areas of northern plains in India. International Journal of Advanced Research, 4(3), 1499–1509.

[10] Hesammi, E., Talebi, A. B., & Hesammi, A. (2014). A review on the burning of crop residue on the soil properties. WALIA Journal, 30, 192–194.

[11] Chaudhary, S., Dheri, G. S., & Brar, B. S. (2017). Long-term effects of NPK fertilizers and organic manures on carbon stabilization and management index under rice-wheat cropping system. Soil and Tillage Research, 166, 59–66.

[12] Ramanathan, V., & Carmichael, G. (2008). Global and regional climate changes due to black carbon. Nature Geoscience, 1, 221–227.

[13] Cassou, E. (2018). Field burning agricultural pollution. World Bank. Available online: https://openknowledge.worldbank.org/handle/10986/29504

[14] Miller, J. D., & Thode, A. E. (2007). Quantifying burn severity in a heterogeneous landscape with a relative version of the delta Normalized Burn Ratio (dNBR). Remote Sensing of Environment, 109, 66−80.

[15] Kafle, S., Parajuli, R., Euh, S. H., Oh, K. C., Choi, Y. S., Adhikari, K., et al. (2016). Potential biomass supply for agro-pellet production from agricultural crop residue in Nepal. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 38, 149–153.

[16] Fang, Y., Xu, K., Guo, X., & Hong, Y. (2020). Identifying determinants of straw open field burning in northeast China: Toward greening agriculture base in newly industrializing countries. Journal of Rural Studies, 74, 111–123.

[17] Mathur, R., & Srivastava, V. (2019). Crop residue burning: Effects on environment, challenges, technologies, and solutions. In xxx (pp. 127–140).

[18] Kadhim, Z. R., Ali, S. H., Barba, D. S., & Alnagar, A. S. (2022). The economic and environmental effects of recycling plant agricultural wastes in Iraq (Yellow maize production farms in Babil Province - A case study). IOP Conference Series: Earth and Environmental Science, 1060, 012145.

[19] Chuvieco, E., Lizundia-Loiola, J., Pettinari, M. L., Ramo, R., Padilla, M., Tansey, K., Mouillot, F., Laurent, P., Storm, T., Heil, A., & Plummer, S. (2016). Generation and analysis of a new global burned area product based on MODIS 250 m reflectance bands and thermal anomalies. Earth System Science Data, 10, 2015–2031.

[20] Lasaponara, R., Abate, N., Fattore, C., Aromando, A., Cardettini, G., & Di Fonzo, M. (2022). On the use of Sentinel-2 NDVI time series and Google Earth Engine to detect land-use/land-cover changes in fire-affected areas. Remote Sensing, 14(19), 4723.

[21] Miller, J. D., & Yool, S. R. (2002). Mapping forest post-fire canopy consumption in several overstory types using multi-temporal Landsat TM and ETM data. Remote Sensing of Environment, 82, 481−496.

[22] Cocke, A. E., Fule, P. Z., & Crouse, J. E. (2005). Comparison of burn severity assessments using differenced normalized burn ratio and ground data. International Journal of Wildland Fire, 14(2), 189–198.

[23] Soenen, S. A., Peddle, D. R., & Coburn, C. A. (2005). SCS+C: A modified sun-canopy-sensor topographic correction in forested terrain. IEEE Transactions on Geoscience and Remote Sensing, 43, 2148–2159.

[24] Pal, S., & Ziaul, S. (2017). Detection of land use and land cover change and land surface temperature in English Bazar urban centre. Journal of Remote Sensing and Space Sciences, 20, 125–145.

[25] Bajracharya, S. B., Mishra, A., & Maharjan, A. (2021). Determinants of crop residue burning practice in the Terai region of Nepal. PLoS ONE, 16(7), e0253939. https://doi.org/10.1371/journal.pone.0253939

[26] Jacky, L., Jeffrey, A. C., & Coe, M. T. (2018). BULC-U: Sharpening resolution and improving accuracy of land-use/land-cover classifications in Google Earth Engine. Remote Sensing, 10(9), 1455.

[27] FAO & WFP. (2018). Monitoring food security in countries with conflict situations: A joint FAO-WFP update for the United Nations Security Council (Issue No. 4). FAO, Rome.

[28] Petropoulos, G. P., Kalivas, D. P., & Georgopoulou, I. A. (2015). Urban vegetation cover extraction from hyperspectral imagery and geographic information system spatial analysis techniques: Case of Athens, Greece. Journal of Applied Remote Sensing, 9(1), 096088.

[29] Qu, L., Chen, Z., Li, M., Zhi, J., & Wang, H. (2021). Accuracy improvements to pixel-based and object-based LULC classification with auxiliary datasets from Google Earth Engine. Remote Sensing, 13(3), 453.

[30] Kahachi, H. A., & Jafar, A. J. (2015). Urban sprawl on agricultural land in Iraq—The factors and impacts: A study of Karkh area in the city of Baghdad. International Journal of Environment and Water, 4(2), 69–76.

[31] Rasul, A., Balzter, H., Ibrahim, G. R. F., Hameed, H. M., Wheeler, J., Adamu, B., Ibrahim, S., & Najmaddin, M. P. (2018). Applying built-up and bare-soil indices from Landsat 8 to cities in dry climates. Journal of Land, 7, 81.

[32] Khwarahm, N. R., Qader, S., Ararat, K., & Al-Quraishi, A. M. F. (2021). Predicting and mapping land cover/land use changes in Erbil, Iraq, using CA-Markov synergy model. Earth Science Informatics, 14, 393–406.

[33] Lopes, A. A., Viriyavipart, A., & Tasneem, D. (2020). The role of social influence in crop residue management: Evidence from Northern India. Ecological Economics, 169, 106563.

[34] Kumar, V., Dev, M., Janaagal, M., Pooja, P., et al. (2025). Effect of rice crop residue burning on soil physico-chemical attributes: A study on Indian soil. Egyptian Journal of Soil Science.

[35] Singh, P., Singh, G., & Sodhi, G. P. S. (2020). Energy and carbon footprints of wheat establishment following different rice residue management strategies vis-à-vis conventional tillage coupled with rice residue burning in north-western India. Energy, 200, 117554.

[36] Arunrat, N., Kongsurakan, P., Solomon, L. W., et al. (2024). Fire impacts on soil properties and implications for sustainability in rotational shifting cultivation: A review. Agriculture. MDPI.

[37] Costantino, D., Guastaferro, F., Parente, C., & Pepe, M. (2019). Using images generated by Sentinel-2 satellite optical sensor for burned area mapping. In Proceedings of the International Workshop on R3 in Geomatics: Research, Results and Review (pp. 350–362). Springer, Cham.

[38] Wooster, M., Xu, W., & Nightingale, T. (2012). Sentinel-3 SLSTR active fire detection and FRP product: Pre-launch algorithm development and performance evaluation using MODIS and ASTER datasets. Remote Sensing of Environment, 120, 236–254.

[39] Bahsi, K., Salli, B., Kılıç, D., & Sertel, E. (2019). Estimation of emissions from crop residue burning using remote sensing data. International Journal of Global Warming, 19(1/2), 94–105.

[40] Ali, I. M., Naje, Ahmed Samir, Nasr, M. S., 2020. Eco-friendly chopped tire rubber as reinforcements in fly ash based geopolymer concrete. Global Nest Journal, 22(3), PP. 342 – 347.

[41] Mohammed, Ibrahim, Hashim Al-Khalaf, Safaa K., Alwan, Husam H., Naje, Ahmed Samir, 2022. Environmental assessment of Karbala water treatment plant using water quality index (WQI). Materials Today: Proceedings, 60, PP.1554 – 1560.

[42] Hassan, Ali A., Hadi, Raid T., Rashid, Adil H., Naje, Ahmed Samir, 2020. Chemical modification of castor oil as adsorbent material for oil content removal from oilfield produced water. Pollution Research, 39 (4), PP. 892 – 900.

Downloads

Published

2025-04-24

How to Cite

Al-Hedny , S. M., Qassim A. Talib Al-Shujairy, & Anmar Hamoudi Kadhim. (2025). Evaluating Soil Fertility Degradation Due to Crop Residue Burning: Implications for Sustainable Agriculture. International Journal of Computational and Experimental Science and Engineering, 11(2). https://doi.org/10.22399/ijcesen.1676

Issue

Section

Research Article