Articles | Volume 22, issue 5
https://doi.org/10.5194/bg-22-1341-2025
https://doi.org/10.5194/bg-22-1341-2025
Research article
 | 
10 Mar 2025
Research article |  | 10 Mar 2025

Earth observation reveals reduced winter wheat growth and the importance of plant available water during drought

Hanna Sjulgård, Lukas Valentin Graf, Tino Colombi, Juliane Hirte, Thomas Keller, and Helge Aasen

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Cited articles

Abagandura, G. O., Nasr, G. E.-D. M., and Moumen, N. M.: Influence of Tillage Practices on Soil Physical Properties and Growth and Yield of Maize in Jabal al Akhdar, Libya, Open Journal of Soil Science, 7, 118–132, https://doi.org/10.4236/ojss.2017.77010, 2017. 
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Alam, M. K., Islam, M. M., Salahin, N., and Hasanuzzaman, M.: Effect of Tillage Practices on Soil Properties and Crop Productivity in Wheat–Mungbean–Rice Cropping System under Subtropical Climatic Conditions, Sci. World J., 2014, e437283, https://doi.org/10.1155/2014/437283, 2014. 
Ali, A. M., Savin, I., Poddubskiy, A., Abouelghar, M., Saleh, N., Abutaleb, K., El-Shirbeny, M., and Dokukin, P.: Integrated method for rice cultivation monitoring using Sentinel-2 data and Leaf Area Index, Egyptian Journal of Remote Sensing and Space Science, 24, 431–441, https://doi.org/10.1016/j.ejrs.2020.06.007, 2021. 
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Our study showed that stress-related crop response to changing environmental conditions can be detected by monitoring crops using satellite images at the landscape level. This could be useful for farmers to identify when stresses occur. Our results also suggest that satellite imagery can be used to discover soil impacts on crop development at farm fields. The inclusion of soil properties in satellite image analyses could further improve the accuracy of the prediction of drought stress on crops.
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