[{"date_created":"2025-01-27T08:29:59Z","title":"Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management","article_type":"original","volume":280,"quality_controlled":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"publication":"International Journal of Production Economics","publication_status":"published","oa":"1","type":"journal_article","publication_identifier":{"issn":["0925-5273"]},"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1016/j.ijpe.2024.109498"}],"user_id":"220548","doi":"10.1016/j.ijpe.2024.109498","intvolume":"       280","date_updated":"2026-03-17T15:29:17Z","publisher":"Elsevier BV","citation":{"bibtex":"@article{Narayanamurthy_Jayanth_Moser_Schäfers_Nagendra_2025, title={Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management}, volume={280}, DOI={<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>}, number={109498}, journal={International Journal of Production Economics}, publisher={Elsevier BV}, author={Narayanamurthy, Gopalakrishnan and Jayanth, R Sai Shiva and Moser, Roger and Schäfers, Tobias and Nagendra, Narayan Prasad}, year={2025} }","apa":"Narayanamurthy, G., Jayanth, R. S. S., Moser, R., Schäfers, T., &#38; Nagendra, N. P. (2025). Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. <i>International Journal of Production Economics</i>, <i>280</i>. <a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">https://doi.org/10.1016/j.ijpe.2024.109498</a>","alphadin":"<span style=\"font-variant:small-caps;\">Narayanamurthy, Gopalakrishnan</span> ; <span style=\"font-variant:small-caps;\">Jayanth, R Sai Shiva</span> ; <span style=\"font-variant:small-caps;\">Moser, Roger</span> ; <span style=\"font-variant:small-caps;\">Schäfers, Tobias</span> ; <span style=\"font-variant:small-caps;\">Nagendra, Narayan Prasad</span>: Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. In: <i>International Journal of Production Economics</i> Bd. 280, Elsevier BV (2025)","ieee":"G. Narayanamurthy, R. S. S. Jayanth, R. Moser, T. Schäfers, and N. P. Nagendra, “Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management,” <i>International Journal of Production Economics</i>, vol. 280, 2025.","ama":"Narayanamurthy G, Jayanth RSS, Moser R, Schäfers T, Nagendra NP. Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. <i>International Journal of Production Economics</i>. 2025;280. doi:<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>","mla":"Narayanamurthy, Gopalakrishnan, et al. “Data-Driven Digital Transformation for Uncertainty Reduction – Application of Satellite Imagery Analytics in Institutional Crop Credit Management.” <i>International Journal of Production Economics</i>, vol. 280, 109498, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>.","chicago":"Narayanamurthy, Gopalakrishnan, R Sai Shiva Jayanth, Roger Moser, Tobias Schäfers, and Narayan Prasad Nagendra. “Data-Driven Digital Transformation for Uncertainty Reduction – Application of Satellite Imagery Analytics in Institutional Crop Credit Management.” <i>International Journal of Production Economics</i> 280 (2025). <a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">https://doi.org/10.1016/j.ijpe.2024.109498</a>.","short":"G. Narayanamurthy, R.S.S. Jayanth, R. Moser, T. Schäfers, N.P. Nagendra, International Journal of Production Economics 280 (2025)."},"author":[{"full_name":"Narayanamurthy, Gopalakrishnan","last_name":"Narayanamurthy","first_name":"Gopalakrishnan"},{"last_name":"Jayanth","full_name":"Jayanth, R Sai Shiva","first_name":"R Sai Shiva"},{"first_name":"Roger","full_name":"Moser, Roger","last_name":"Moser"},{"orcid":"0000-0002-2533-335X","full_name":"Schäfers, Tobias","last_name":"Schäfers","first_name":"Tobias","id":"253685"},{"first_name":"Narayan Prasad","last_name":"Nagendra","full_name":"Nagendra, Narayan Prasad"}],"status":"public","article_number":"109498","_id":"5405","year":"2025","language":[{"iso":"eng"}]}]